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Mohand Kechadi

Professor

School Of Computer Science
Science Centre - East
Belfield
Dublin 4

Tel: +353 1 7162478
Email: tahar.kechadi@ucd.ie

Biography

Professor M-Tahar Kechadi was awarded PhD and Masters degree - in Computer Science from University of Lille 1, France. He joined the UCD School of Computer Science & Informatics (CSI) in 1999. He is currently Professor of Computer Science at CSI, UCD. His research interests span the areas of Data Mining, distributed data mining heterogeneous distributed systems, Grid and Cloud Computing, and digital forensics and cyber-crime investigations. Prof Kechadi has published over 260 research articles in refereed journals and conferences. He serves on the scientific committees for a number of international conferences and he organised and hosted one of the leading conferences in his area. He is currently an editorial board member of the Journal of Future Generation of Computer Systems and of IST Transactions of Applied Mathematics-Modelling and Simulation. He is a member of the communication of the ACM journal and IEEE computer society. He is regularly invited as a keynote speaker in international conferences or to give a seminar series in some Universities worldwide.


The core and central focus of his research for the last decade is how to manage and analyse data quickly and efficiently. Nowadays we live in digital world, we produce more data than we can analyse and exploit. This `big data¿ will continue to grow at rapid pace, will underpin new waves of innovation in nearly every sector of the world economy, and will reshape the way we build and use computers (hardware and software). Currently, his research interests are primarily in

·       Data Mining techniques and models and their execution environments and applications (Forensic data, Medical data, distributed, cloud/Grid type services, etc.)

·       Medical Data Mining: from knowledge to infrastructure.

·       Digital Forensics and cybercrime investigations.

Data-intensive (or driven) real-world applications are all behind what we call today `big data¿. The problem then is how to manage and process all these huge volumes of data. Both the analysis of large datasets and the computing environments created new problems and challenges for efficient execution and optimal system performance. This brought him to look at the challenges of the data mining in the heterogeneous, complex, distributed environment. For more effective and efficient analysis of large datasets we now recognise that data mining (DM) is a multi-step process and the user is at the centre of some steps. One of his research objectives is to study these steps and their interrelationships with regards to the overall process performance. We have started to understand the importance of some of these steps and their impact on the overall process. Another key objective is to design and develop DM techniques that delineate a careful division of work between the user and computer. One way to tackle this challenge is to provide constant feedback to the user and engage with the user only when it is required. And finally the scalability and privacy issues, as the datasets are becoming extremely large containing data of various types and pertaining to different systems or users. Recently, he is specifically looking at these issues from computer forensics and cybercrime investigations and healthcare perspectives.

Professional

         

Conference Contributions

Tahar Kechadi; (2006) Virtual Structured P2P Network Topology for Distributed Computing. [International Refereed Conference], None Given, Barcelona , 25-SEP-06 - 28-SEP-06.
T. Fitzgerald, A. Cronin, and M-T. Kechadi; (2004) Handwriting Recognition of Mathematical Expressions. [Poster Presentation (Refereed)], 2nd Annual IRCSET Symposium, Dublin, Ireland , 02-NOV-04 - 03-NOV-04.
M-T. Kechadi; (2004) Data-Grid Environments and Tools. [Other], Workshop on Cluster & Computational Grids for Scientific Computing (CCGSC), Lyon, France , 26-SEP-04 - 29-SEP-04.
M-T. Kechadi; (2004) Evaluation of the existing Grid Performance Tools. [Other], Grid Performance Workshop, London, UK , 12-MAY-04 - 12-MAY-04.
               

Publications

 

Book Chapters

Scanlon, Mark; Kechadi, M-Tahar (2009) 'Online Acquisition of Digital Forensic Evidence' In: Goel, Sanjay (eds). Digital Forensics and Cyber Crime. Berlin Heidelberg: Springer. , pp.122-131 [DOI] [Details]
Scanlon, Mark; Kechadi, Tahar (2012) 'Peer-to-Peer Botnet Investigation: A Review' In: Park, James J.; Leung, C.M. Victor; Wang, Cho-Li; Shon, Taeshik (eds). Future Information Technology, Application, and Service. Netherlands: Springer. , pp.231-238 [DOI] [Details]
Aouad, Lamine; Kechadi, Tahar; Trentesaux, Justine; Le-Khac, Nhien-An (2012) 'An Open Framework for Smartphone Evidence Acquisition' In: Peterson, Gilbert; Shenoi Sujeet (eds). Advances in Digital Forensics VIII. New York: Springer Berlin Heidelberg. , pp.159-166 [DOI] [Details]
Scanlon, Mark; Kechadi, M-Tahar (2013) 'Digital Evidence Bag Selection for P2P Network Investigation' In: Park, James J.; Stojmenovic, Ivan; Choi, Min; Xhafa, Fatos (eds). Future Information Technology. Berlin Heidelberg: Springer. , pp.307-314 [DOI] [Details]
Le-Khac, Nhien-An; Roeloffs, Mark; Kechadi, Tahar (2014) 'Forensic Analysis of the TomTom Navigation Application' In: Gilbert, Peterson; Shenoi, Sujeet (eds). Advances in Digital Forensics X. New York: Springer Berlin Heidelberg. , pp.267-276 [DOI] [Details]
Quinn, Conor; Scanlon, Mark; Farina, Jason; Kechadi, M.-Tahar (2015) 'Forensic Analysis and Remote Evidence Recovery from Syncthing: An Open Source Decentralised File Synchronisation Utility' In: James, Joshua I.; Breitinger, Frank (eds). Digital Forensics and Cyber Crime. Switzerland: Springer. , pp.85-99 [DOI] [Details]
Edi, E.,Kechadi, T.,McNulty, R.; (2006) 'Virtual structured P2P network topology for distributed computing' In: Edi, E.,Kechadi, T.,McNulty, R.; (eds). 2006 Ieee International Conference on Cluster Computing, Vols 1 and 2. Sweden: , pp.647-655 [Details]
N-A. Le-Khac, L. Aouad and M-T. Kechadi; (2008) 'Toward Distributed Knowledge Discovery on Grid systems' In: N-A. Le-Khac, L. Aouad and M-T. Kechadi; (eds). Emergent Web Intelligence. Berlin: Springer Verlag. [Details]
Niall McGrath, Pavel Gladyshev, Tahar Kechadi and Joe Carthy; (2009) 'Investigating Encrypted Material' In: Niall McGrath, Pavel Gladyshev, Tahar Kechadi and Joe Carthy; (eds). Forensics in Telecommunications, Information and Multimedia Second International Conference, e-Forensics 2009. Berlin: Springer. , pp.29-35 [Details]
N-A. Le-Khac, Lamine M. Aouad and M-T. Kechadi; (2009) 'Infrastructures for data mining applications on large scale distributed systems' In: N-A. Le-Khac, Lamine M. Aouad and M-T. Kechadi; (eds). Evolving Application Domains of Data Warehousing and Mining: Trends and Solutions. NewYork: IGI Global publisher (Idea Group Inc.). [Details]
Savvas I.K., Sofianidou, G.N., Kechadi, M-T. (2013) 'Applying the K-Means Algorithm in Big Raw Data Sets with Hadoop and MapReduce' In: W. Hu, and N. Kaabouch (eds). Big Data Management, Technologies, and Applications. NY: Hershey, PA. , pp.23-46 [DOI] [Details]
Bellec, J.H. Kechadi, M-T, and Carthy, J., ; (2006) 'Behavioural Proximity Approach for Alarm Correlation in Telecommunication Networks' In: Bellec, J.H. Kechadi, M-T, and Carthy, J., ; (eds). Lecture Notes in Computer Science. , pp.674-683 [Details]
Gillen P. and Carthy, J. and Kechadi, M-T.; (2008) '\i Telecommunications Fraud0' In: Bryant, R. (eds). Investigating Digital Crime. London: John Wiley. , pp.153-177 [Details]
T. Kechadi, M. Bertolotto, F. Ferrucci, S. Di Martino,; (2009) 'Mining Spatio-Temporal Datasets: Relevance, Challenges and Current Research Directions' In: T. Kechadi, M. Bertolotto, F. Ferrucci, S. Di Martino,; (eds). Data Mining and Knowledge Discovery in Real Life Applications. Vienna: I-Tech Education and Publishing KG. [Details]
Le-Khac N-A, Markos, S., and Kechadi, M-T.; (2010) 'Towards a new Data Mining-based approach for Anti Money laundering in an international investment bank' In: Le-Khac N-A, Markos, S., and Kechadi, M-T.; (eds). Digital Forensics and Cyber Crime. USA: Springer Verlag. [Details]
Ruan, K., Carthy, J., Kechadi, M-T., Crosbie M, (2011) 'Cloud Forensics' In: Peterson, Gilbert, Shenoi, Sujeet (eds). Advances in Digital Forensics VII. Florida, usa: Springer. [Details]
Chabo, Y, Bertaux, A, Nicolle, C, Kechadi, M-T (2014) 'Event reconstruction: A state of the art' In: M M Cruz-Cunha, I M Portela (eds). Handbook of Research on Digital Crime, Cyberspace Security, and Information Assurance. New York, USA: IGI Global. [Details]
Le-Khac, N.A. and Aouad, L. and Kechadi, M-T.; (2010) 'Toward a Distributed Knowledge Discovery on Grid Systems' In: Le-Khac, N.A. and Aouad, L. and Kechadi, M-T.; (eds). Emergent Web Intelligence -- the series Advanced Information and Knowledge Processing. Amsterdam, Netherlands: Springer Verlag. [Details]
Kechadi, M-T., et al.; (2008) 'Mining spatio-temporal datasets: relevance, challenges and current research directions' In: Kechadi, M-T., et al.; (eds). Data Mining, From Data to Knowledge. Vienna, Austria: I-Tech Education and Publishing. Available Online [Details]
Aouad, L. and Le-Khac, N.A. and Kechadi, M-T.; (2008) 'Knowledge Discovery on Grid Systems' In: Aouad, L. and Le-Khac, N.A. and Kechadi, M-T.; (eds). Data Mining, From Data to Knowledge. Vienna, Austria: I-Tech Education and Publishing. Available Online [Details]
Carthy, J. and Kechadi, M-T. and Gillen P. ; (2008) 'Telecommunications Fraud' In: Robin Bryant (eds). Investigating Digital Crime. London: John Wiley & Sons, Ltd. [Details]
 

Peer Reviewed Journals

Le-Khac, Nhien-An; Wu, Bo; Chen, ChongCheng; Kechadi, M-Tahar (2013) 'Feature Selection Parallel Technique for Remotely Sensed Imagery Classification'. Lecture Notes in Computer Science, 7972 :623-634. [Details]
Banerveld, Maarten Van; Le-Khac, Nhien-An; Kechadi, M-Tahar (2014) 'Performance Evaluation of a Natural Language Processing Approach Applied in White Collar Crime Investigation'. Lecture Notes in Computer Science, :29-43. [Details]
Voorst, RV.; Kechadi, T.; Le-Khac, N-A (2015) 'Forensics Acquisition Of Imvu: A Case Study'. Journal of Association of Digital Forensics, Security and Law, . Link to full text [Details]
Faheem, M.; Kechadi, M-T.; Le-Khac, N-A. (2015) 'The State of the Art Forensic Techniques in Mobile Cloud Environment: A Survey, Challenges and Current Trend'. International Journal of Digital Crime and Forensics, 7 (2):1-19. [Details]
Sgaras, Christopher; Kechadi, M-Tahar; Le-Khac, Nhien-An (2015) 'Forensics Acquisition and Analysis of Instant Messaging and VoIP Applications'. Lecture Notes in Computer Science, 8915 :188-199. [Details]
Vliet, P.V; Kechadi, M-T.; Le-Khac, Nhien-An (2016) 'Forensics in Industrial Control system: A Case Study'. Lecture Notes in Computer Science, 9588 :147-156. Link to full text [Details]
Barneveld, MV.; Kechadi, M-T.; Le-Khac, N-A (2016) 'A Natural Language Processing tool for White Collar crime investigation'. Lecture Notes in Computer Science, 9480 :1-22. [DOI] [Details]
Chabot, Y; Bertaux, A; Nicolle, C; and Kechadi, M-Tahar (2015) 'An Ontology-Based Approach for the Reconstruction and Analysis of Digital Incidents Timelines'. Digital Investigation, xx (xx). [Details]
Scanlon, M; Farina, J; Kechadi, M-T (2015) 'Network Investigation Methodology for BitTorrent Sync: A Peer-to-Peer Based File Synchronisation Service'. Computers and Security, . [DOI] Link to full text [Details]
Farina, J; Scanlon, M; Kechadi, M-T (2015) 'Project Maelstrom: Forensic Analysis of the BitTorrent-Powered Browser'. Journal of Association of Digital Forensics, Security and Law, . Link to full text [Details]
Zheng, X. and Zhang, X. and Yu, Y. and Kechadi, T. and Rong, C. (2015) 'ELM-based spammer detection in social networks'. Journal of Supercomputing, . Available Online [DOI] [Details]
Kechadi, MT,Dekeyser, JL; (1997) 'Analysis and simulation of an out-of-order execution model in vector multiprocessor systems'. Parallel Computing, 23 :1963-1986. [Details]
Kechadi, MT; Reilly, RG; Dawson, KA; Kuznetsov, YA; Timoshenko, EG; ; (1998) 'A study of sequence distribution of a painted globule as a model for proteins with good folding properties'. NUOVO CIMENTO DELLA SOCIETA ITALIANA DI FISICA D-CONDENSED MATTER ATOMIC MOLECULAR AND CHEMICAL PHYSICS FLUIDS PLASMAS BIOPHYSICS, 20 (12BIS):2383-2391. [Details]
Reilly, RG; Kechadi, MT; Dawson, KA; Kuznetsov, YA; Timoshenko, EG; ; (1998) 'Using recurrent neural networks to predict aspects of 3D structure of folded copolymer sequences'. NUOVO CIMENTO DELLA SOCIETA ITALIANA DI FISICA D-CONDENSED MATTER ATOMIC MOLECULAR AND CHEMICAL PHYSICS FLUIDS PLASMAS BIOPHYSICS, 20 (12BIS):2565-2573. [Details]
Kechadi, MT; Reilly, RG; Dawson, KA; Kuznetsov, YA; Timoshenko, EG; ; (1998) 'A study of sequence distribution of a painted globule as a model for proteins with good folding properties'. NUOVO CIMENTO DELLA SOCIETA ITALIANA DI FISICA D-CONDENSED MATTER ATOMIC MOLECULAR AND CHEMICAL PHYSICS FLUIDS PLASMAS BIOPHYSICS, 20 (12BIS):2383-2391. [Details]
Reilly, RG; Kechadi, MT; Dawson, KA; Kuznetsov, YA; Timoshenko, EG; ; (1998) 'Using recurrent neural networks to predict aspects of 3D structure of folded copolymer sequences'. NUOVO CIMENTO DELLA SOCIETA ITALIANA DI FISICA D-CONDENSED MATTER ATOMIC MOLECULAR AND CHEMICAL PHYSICS FLUIDS PLASMAS BIOPHYSICS, 20 (12BIS):2565-2573. [Details]
R.G. Reilly, M.T. Kechadi, K.A. Dawson, Yu.A. Kuznetsov, E.G. Timoshenko; (1998) 'Using recurrent neural networks to predict aspects of 3D structure of folded copolymer sequences'. Nuovo Cimento Della Societa Italiana Di Fisica D-Conden, 20 (12bis):2565-2573. [Details]
M.T. Kechadi, R.G. Reilly, K.A. Dawson, Yu.A. Kuznetsov, E.G. Timoshenko; (1998) 'A study of sequence distribution of a painted globule as a model for proteins with good folding properties'. Nuovo Cimento Della Societa Italiana Di Fisica D-Conden, 20 (12bis):2383-2391. [Details]
McEnery, O; Cronin, A; Kechadi, T; Geiselbrechtinger, F; ; (2004) 'Suitability of two associative memory neural networks to character recognition'. Ai 2004: Advances in Artificial Intelligence, Proceedings, 3339 (NA):886-897. [Details]
Fitzgerald, JA; Geiselbrechtinger, F; Kechadi, T; ; (2004) 'Feature extraction of handwritten symbols using fuzzy logic'. Advances in Artificial Intelligence, 3060 (NA):493-498. [Details]
Lamine M. Aouad, N-A. Le-Khac and M-Tahar Kechadi; (2007) 'Distributed Frequent Itemsets Mining in Heterogeneous Platforms'. Journal of Engineering Computing and Architecture, 1 (2). [Details]
Compieta, P, Di Martino, S, Bertolotto, M, Ferrucci, F, Kechadi, T, ; (2007) 'Exploratory spatio-temporal data mining and visualization'. J VISUAL LANG COMPUT, 18 :255-279. [Details]
Bertolotto, M,Di Martino, S,Ferrucci, F,Kechadi, T; (2007) 'Towards a framework for mining and analysing spatio-temporal datasets'. International Journal of Geographical Information Science, 21 :895-906. [DOI] [Details]
Compieta, P,Di Martino, S,Bertolotto, M,Ferrucci, F,Kechadi, T; (2007) 'Exploratory spatio-temporal data mining and visualization'. J VISUAL LANG COMPUT, 18 :255-279. [DOI] [Details]
M. Bertolotto, S. Di Martino, F. Ferrucci, T. Kechadi; (2007) 'Towards a framework for mining and analyzing spatio-temporal datasets'. International Journal of Geographical Information Science, 21 (8):895-906. [Details]
P. Compieta, S. Di Martino, M. Bertolotto, F. Ferrucci, T. Kechadi; (2007) 'Exploratory spatio-temporal data mining and visualization'. Journal of Visual Languages and Computing, 18 (3):255-279. [Details]
N-A. Le-Khac, Lamine M. Aouad and M-T. Kechadi; (2007) 'Distributed Knowledge Map for Mining Data on Grid Platform'. International Journal of Computer Science and Network Security, 7 (10). [Details]
N-A. Le-Khac, Lamine M. Aouad and M-T. Kechadi; (2008) 'An efficient Knowledge Management Tool for Distributed Data Mining'. International Journal of Computational Intelligence Research, . [Details]
N-A. Le-Khac, Lamine M. Aouad and M-T. Kechadi; (2008) 'Knowledge Map Layer for Distributed Data Mining'. Journal of ISAST Transactions on Intelligent Systems, 1 (1). [Details]
Aouad, LM,Le-Khac, NA,Kechadi, TM; (2010) 'Performance study of distributed Apriori-like frequent itemsets mining'. Stem, 23 :55-72. [DOI] [Details]
Huang, BQ,Buckley, B,Kechadi, TM; (2010) 'Multi-objective feature selection by using NSGA-II for customer churn prediction in telecommunications'. Stem, 37 :3638-3646. [DOI] [Details]
Huang, BQ,Kechadi, TM,Buckley, B,Kiernan, G,Keogh, E,Rashid, T; (2010) 'A new feature set with new window techniques for customer churn prediction in land-line telecommunications'. Stem, 37 :3657-3665. [DOI] [Details]
N-A. Le-Khac, Sammer Markos and M-T. Kechadi (2012) 'A Tree-based Approach for Detecting Redundant Business Rules in Very Large Financial Datasets'. International Journal of Business Intelligence and Data Mining, . [Details]
Huang, BQ,Kechadi, MT,Buckley, B (2012) 'Customer churn prediction in telecommunications'. Expert Systems with Applications, 39 :1414-1425. [DOI] [Details]
Faheem, M., Le-Khac, N.A., Kechdadi, M-T. (2014) 'Smartphone Forensic Analysis: A Case Study for Obtaining Root Access of an Android Samsung S3 Device and Analyse the Image without an Expensive Commercial Tool'. Eurasip Journal on Information Security, 5 (1):83-90. [Details]
Bellec, J.H. Kechadi, M-T, and Carthy, J., ; (2006) 'Behavioural Proximity Approach for Alarm Correlation in Telecommunication Networks'. Lecture Notes in Computer Science, 4293 :674-683. [Details]
Bertolotto, M. and Ferrucci, F., and Di Martino, S. and Kechadi, M-T.; (2007) 'Towards a framework for mining and analysing spatio-temporal datasets'. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 21 (8):895-906. [Details]
Lazar, S. and Kechadi, M-T. and McNulty, R. ; (2008) 'Feicim: A Browser for Data and Algorithms'. Journal of physics: Conference Series, . [Details]
Bellec, J.H., Kechadi, M-T. and Carthy, J. (2008) 'Fuzzy Event Correlation Algorithm in Wide Telecommunication Networks'. International Journal of Multimedia and Ubiquitous Engineering, . [Details]
Aouad, L-M. Le-Khac, N-A. Kechadi M-T. and J. Carthy; (2009) 'Grid-based Approaches for Distributed Data Mining Applications'. Journal of Algorithms & Computational Technology, . [Details]
D. Kahvedzic and Kechadi M-T. ; (2010) 'Forensic Case Management and Evidence Provenance in DIALOG'. Journal of Association of Digital Forensics, Security and Law, . [Details]
Le-Khac, N-A., Markos, S., and Kechadi, M-T.; (2010) 'The Feasibility of using an automated Net Asset Value Validation tool in an international investment bank'. Journal of Technology and Investment, Scientific Research, 1 (3). [Details]
Lastovetsky, A., and Kechadi, M-T.; (2010) 'Recent Advances in Parallel Virtual Machine and Message Passing Interface'. The International Journal of High Performance Computing Applications, . [Details]
Bellec, J-H, Kechadi, M-T (2011) 'Behavioural Proximity Discovery: An Adaptive Approach for Root Cause Analysis'. International Journal of Business Intelligence and Data Mining, 6 (3). [Details]
Lastovetsky, A., Kechadi, M-T (2011) 'Recent Advances in Parallel Virtual Machine and Message Passing Interface'. The International Journal of High Performance Computing Applications, . [Details]
Scanlon, M. and Hannaway, A. and Kechadi, M-T. (2011) 'Investigating Cybercrimes that Occur on Documented P2P Networks'. International Journal of Ambient Computing and Intelligence (IJACI), 3 (2):56-63. Available Online [Details]
Huang, BQ, Kechadi, M-T (2012) 'Customer Churn Prediction in Telecommunications'. Expert Systems with Applications, 39 (1). [Details]
Scanlon, M. and Kechadi, M-T. (2012) 'Peer-to-Peer Botnet Investigation: A Review'. Future Information Technology, Application, and Service, :231-238. [Details]
Bo, Wu, Chen, CC, Kechadi, M-T, Sun L, (2013) 'A Comparative Evaluation of Filter-based Feature Selection Methods for Hyper-Spectral Band Selection'. International Journal of Remote Sensing, 34 (22):7974-7990. [Details]
Kechadi, M-T, Goncalves, G, Low, KS, (2013) 'Recurrent Neural Network Approach for Cyclic Job Shop Scheduling Problem'. Journal of Manufacturing, 32 (4):689-699. [Details]
Tselios, D, Savvas, IK, Kechadi, M-T, (2013) 'Multiple Project Portfolio Scheduling Using Recurrent Neural Networks'. International Journal of Simulations, 8 (4):227-240. [Details]
Tselios, D, Savvas, IK, Kechadi, M-T (2013) 'Multiple Project Portfolio Scheduling Using Recurrent Neural Networks'. International Journal of Simulations and Process Modelling, 8 (4):227-240. [Details]
Huang, Y, Kechadi, M-T, (2013) 'An Effective Hybrid Learning System for Telecommunication Churn Prediction'. Expert Systems with Applications, 40 (14):5635-5647. [Details]
Scanlon, M., Farina, J., Le Khac, N-A. and Kechadi, M-T. (2014) 'Leveraging Decentralisation to Extend the Digital Evidence Acquisition Window: Case Study on BitTorrent Sync'. Journal of Association of Digital Forensics, Security and Law, 9 (2):85-100. Link to full text [Details]
Chabot, Y, Bertaux, A, Nicolle, C, Kechadi, MT (2014) 'A complete formalized knowledge representation model for advanced digital forensics timeline analysis'. Digital Investigation, 11 :95-105. [Details]
Tselios, D, Savvas, I, Kechadi, M-T (2014) 'MPM Job Shop Scheduling Problem: a bi-objective approach'. International Journal of Simulation Systems, Science and Technology, 14 :45-54. [Details]
De Marco, L, Ferrucci, F, Kechadi, M-T (2014) 'Reference Architecture for a Cloud Forensic Readiness System'. ICST Transactions: Security and Safety, 1 (1). [Details]
Farina, J., Scanlon, M. and Kechadi, M-T. (2014) 'BitTorrent Sync: First Impressions and Digital Forensic Implications'. Digital Investigation, 11 (S1):77-86. [DOI] Link to full text [Details]
Aouad, L. and Le-Khac, N-A. and Kechadi, M-T.; (2009) 'Grid-based Approaches for Distributed Data Mining Applications'. Journal of Algorithms & Computational Technology, 3 (4). [Details]
Aouad, L., Le-Khac, N-A., and Kechadi, M-T.; (2009) 'Performance Study of a Distributed Apriori-like Frequent Itemsets Mining Technique'. Journal of Knowledge and Information Systems, . Available Online [Details]
Kahvedzic, D. and Kechadi, M-T.; (2009) 'DIALOG: A Framework for Modeling, Analysis and Reuse of Digital Forensic Knowledge'. Digital Investigation, 6 (S23):23-33. [Details]
Kahvedzic, D. and Kechadi, M-T; (2009) 'Correlating Orphaned Windows Registry Data Structures'. Journal of Association of Digital Forensics, Security and Law, 4 (2). [Details]
Huang, B.Q., and Kechadi, M-T.; (2009) 'Multi-objective Feature Selection by using NSGA-II for Customer Churn prediction in telecommunications'. Journal of Expert Systems with Applications, . Available Online [Details]
Huang, B.Q., and Kechadi, M-T.; (2009) 'A New Feature Set with New Window Techniques for Customer Churn Prediction in Land-line Telecommunications'. Journal of Expert Systems with Applications, . Available Online [Details]
Lazar, S. and Kechadi, M-T. and McNulty, R. ; (2008) 'Feicim: A Browser for Data and Algorithms'. Journal of physics: Conference Series, . [Details]
Le-Khac, N.A. and Aouad, L. and Kechadi, M-T. ; (2008) 'An Efficient Knowledge Management Tool for Distributed Data Mining Environments'. International Journal of Computational Intelligence Research, . [Details]
Bellec, J.H. and Kechadi, M-T. and Carthy; (2008) 'Fuzzy Event Correlation Algorithm in Wide Telecommunication Networks'. International Journal of Multimedia and Ubiquitous Engineering, 3 (2):103-116. [Details]
Le-Khac, N.A. and Aouad, L. and Kechadi, M-T. ; (2008) 'Knowledge Map Layer for Distributed Data Mining'. Journal of ISAST Transactions on Intelligent Systems, 1 (1):46-54. [Details]
Le-Khac, N.A. and Aouad, L. and Kechadi, M-T.; (2007) 'Distributed Knowledge Map for Mining Data on Grid Platforms'. International Journal of Computer Science and Network Security, 07 (10):98-107. Link to full text [Details]
Huang, B.Q. and Kechadi, M-T.; (2007) 'A Structural Analysis Approach for Online handrwitten Mathematical Expressions '. International Journal of Computer Science and Network Security, 7 (8):47-56. [Details]
Aouad, L.M. and Le-Khac, N-A. and Kechadi, M-T. ; (2007) 'Distributed Frequent Itemsets Mining in Heterogeneous Platforms'. Journal of Engineering Computing and Architecture, 1 (2). [Details]
Bertolotto, M. and Di Martino, S. and Kechadi, M-T.; (2007) 'Towards a framework for mining and analysing spatio-temporal datasets'. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 21 (8):895-906. [Details]
Compieta, P. and Di Martino, S. and Bertolotto, M. and Ferrucci, F. and Kechadi, M-T. ; (2007) 'Exploratory Spatio-Temporal Data Mining and Visualization'. Journal of Visual Languages and Computing, 18 (3):255-279. [Details]
Ellahi, T.N. and Kechadi, M-T.; (2007) 'Workflow Partitioning to Support Decentralised P2P based Enactment'. Journal Research in Computing Science, 20 (1). [Details]
Huang, B.Q. and Rashid, T. and Kechadi, M-T. ; (2007) 'Multi-Context Recurrent Neural Network Time Series Applications'. Journal of Computational Intelligence, 3 (1):45-54. [Details]
Huang, B.Q. and Rashid, T. and Kechadi, M-T. ; (2007) 'Auto-Regressive Recurrent Neural Network Approach for Electricity Load Forecasting'. Journal of Computational Intelligence, 3 (1):36-44. [Details]
Bertolotto, M. and Di martino, S. and Ferrucci, F. and Kechadi, M-T.; (2007) 'A Visualization System for Collaborative Spatio-Temporal Data Mining'. International Journal of Geographical Information Science, 21 (7). [Details]
Ellahi, T.N. and Hudzia, B. and Kechadi, M-T. ; (2006) 'Entity Management and Security in P2P Grid Framework'. Journal Research in Computing Science, 17 (1). [Details]
Akhtar, M.W. and Kechadi, M-T. ; (2006) 'Scalable Dynamic Load Balancing for P2P Irregular Network Topologies'. Journal Research in Computing Science, 17 (1). [Details]
Bellec, J.H. and Kechadi, M-T. ; (2006) 'A Study of Alarm Behaviour in 3G telecommunication Networks'. Journal of WSEAS Transactions on Information Science and Application, 3 (12):2540-2549. [Details]
Mc Manus, A. and Kechadi, M-T. ; (2004) 'Scalability Issue in Mining Large Datasets'. Journal of WIT Transaction Series on Information and Communication Technologies, 33 (5):189-198. [Details]
Savvas, I. and Kechadi, M-T. ; (2004) 'Performance Study of a Dynamic Task Scheduling for Heterogeneous Distributed Systems'. OPERATIONAL RESEARCH An International Journal, 4 (3):291-303. [Details]
Kechadi, M-T. ; (1999) 'Dynamic Load Balancing and Continuum Computation Problems'. Journal of Computational Mechanics, 34 (6):31-40. [Details]
Aljundi, AC; Dekeyser, JL; Kechadi, MT; Scherson, ID; ; (2006) 'A universal performance factor for multi-criteria evaluation of multistage interconnection networks'. Journal of Future Generation Computer Systems, 22 (7):794-804. [Details]
B.Q. Huang & M.-T. Kechadi.; (2006) 'A Neural approach for Structure Analysis of Online Handwriting Mathematical Expression Recognition'. International Journal on Document Analysis and Recognition, . [Details]
I. Savvas and M-T. Kechadi; (2005) 'Task Scheduling Using Tabu Search Heuristic Techniques'. European Journal of Operational Research, 13 . [Details]
Kechadi, M-T. and Savvas, I.; (2005) 'Dynamic Task Scheduling for Irregular Network topologies'. Parallel Computing, 31 (7):757-776. [Details]
Ellahi, TN; Kechadi, MT; ; (2004) 'Distributed resource discovery in wide area grid environments'. Computational Science - Iccs 2004, Pt 3, Proceedings, 3038 (NA):210-217. [Details]
A.C. Aljundi, M-T. Kechadi and JL. Dekeyser,; (2002) 'Comparative Simulations and Performance Evaluation of MCRB Networks Using Multidimensional Queue Management'. International Journal of Simulations, 12 (4). [Details]
Kechadi, M-T. et al.; (1998) 'A Study of Sequence Distribution of a Painted Globule as a Model of Proteins with Good Folded Properties'. Journal Il Nuovo Cimento, 20 (12):2383-2391. [Details]
Kechadi, M-T. et al.; (1998) 'Using Recurrent Neural Networks to Predict Aspects of 3-D Structure of Folded Copolymer Sequences'. Journal Il Nuovo Cimento, 20 (12):2565-2573. [Details]
Kechadi, M-T. and Dekeyser, J-L. ; (1997) 'Analysis and Simulation of an Out-of-Order Execution Model in Vector Pipeline Multiprocessor Systems'. Parallel Computing, 23 (13):1963-1986. [Details]

Other Journals

Ruan, K., Baggili, I., Carthy, J. and Kechadi, T., (2011) 'Survey on cloud forensics and critical criteria for cloud forensic capability: a preliminary analysis' Journal of Network Forensics . [Details]
M. Faheem, N-A. Le-Khac and M-T. Kechadi (2014) 'Smartphone Forensics Analysis: A Case Study for Obtaining Root Access of an Android SamSung S3 Device and Analyse the Image without an Expensive Commercial Tool' Journal of Information Security 5 (3) . [Details]
Aouad, L, Kechadi, M-T (2012) 'Cloud-based mobile: What about digital forensics?' eForensics Magazine Mobile 1 (2) :22-27. [Details]
Kechadi, M-T, Aouad, L (2012) 'Mobile Phone Forensics: Huge Challenge of the Future' eForensics Magazine Mobile 1 (1) :24-29. [Details]
Ellahi, T.N. and Hudzia, B. and McDermott, L. and Kechadi, M-T. ; (2006) 'Entity Management and Security in P2P Grid Framework' Journal Research in Computing Science, ISSN: 1665-9899 4 (9) . [Details]
Waseem, M. and Kechadi, M-T. ; (2006) 'Scalable Dynamic Load Balancing for P2P Irregular Network Topologies' Journal Research in Computing Science, ISSN: 1665-9899 4 (9) . [Details]
Bellec, J.H. and Kechadi, M-T. ; (2006) 'A Study of Alarm Behaviour in 3G telecommunication Networks' Journal of WSEAS Transactions on Information Science & Application 3 (12) . [Details]
Rashid, T. and Kechadi, MT. ; (2006) 'Auto-Regressive Recurrent Neural Network Approach for Electricity Load Forecasting' International Journal of Computational Intelligence 3 (3) . [Details]
Huang, B.Q., Rashid, T. Kechadi, M.T.; (2006) 'Multi-Context Recurrent Neural Network Time Series Applications' International Journal of Computational Intelligence 3 (3) . [Details]

Conference Publications

Cao, H-V., Chu, K-X., Le-Khac, N-A., Kechadi, M-T., Laefer, D., Truong-Hong, L. (2015) Toward a new approach for massive LiDAR data processing Second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services (ICSDM2015) Fuzhou, China, , 08-JUL-15 - 10-JUL-15 , pp.1-8 [Details]
Le-Khac, N-A; Kechadi, M-T (2015) Security Threats of URL Shortening: A User¿s Perspective International Conference on Knowledge and Education Technology, published in International Journal of Advances in Computer Networks (JACN) Vol.3(3) Link to full text [Details]
Vliet, P.V; Kechadi, M-T; Le-Khac, N-A. (2015) Forensics in Industrial Control System: A Case Study International Conference on Cybersecurity of Industrial Control Systems [Details]
Plunkett, J.; Kechadi, M-T.; Le-Khac, N-A (2015) Digital Forensic Investigations in the Cloud: A proposed Approach for Irish Law Enforcement IFIP WG 11.9 International Conference on Digital Forensics [Details]
Gomm, Richard; Le-Khac, Nhien-An; Scanlon, Mark; Kechadi, M-Tahar (2016) An Analytical Approach to the Recovery of Data From 3rd Party Proprietary CCTV File Systems 15th European Conference on Cyber Warfare and Security (ECCWS 2016) Munich, Germany, [DOI] [Details]
Bendechache, Malika; Le-Khac, Nhien-An; Kechadi, M-Tahar (2016) Efficient Large Scale Clustering based on Data Partitioning The 3rd IEEE International Conference on Data Science and Advanced Analytics [Details]
Tobin, Patrick; Le-Khac, Nhien-An; Kechadi, M-Tahar (2016) Forensic Analysis of Virtual Hard Drives Eleventh International Conference on the Systematic Approaches to Digital Forensics Engineering [Details]
Tobin, Patrick; Le-Khac, Nhien-An; Kechadi, M-Tahar (2016) A Lightweight Software Write-blocker for Virtual Machine Forensics The Sixth IEEE International Conference on Innovative Computing Technology [Details]
Muhammad, Faheem; Kechadi, M-Tahar; Le-Khac, Nhien-An (2016) Toward a new mobile cloud forensic framework The Sixth IEEE International Conference on Innovative Computing Technology (INTECH 2016) [Details]
Bendechache, Malika; Le-Khac, Nhien-An; Kechadi M-Tahar (2016) Toward a new distributed clustering approach for spatial datasets: model and implementation IEEE International Confenrece on Data Mining, Spatial and Spatiotemporal Data Mining Workshop [Details]
In de Braekt, Ronald; Le-Khac, Nhien-An; Farina, Jason; Scanlon, Mark; Kechadi, Mohand-Tahar (2016) Increasing Digital Investigator Availability through Efficient Workflow Management and Automation 4th International Symposium on Digital Forensics and Security (ISDFS 2016) , pp.68-73 [DOI] [Details]
Gomm, Richard and Le-Khac, Nhien-An and Scanlon, Mark and Kechadi, M-Tahar (2016) Analytical Approach to the Recovery of Data from CCTV File Systems The 15th European Conference on Cyber Warfare and Security [Details]
Kolenbrander, Frank and Le-Khac, Nhien-An and Kechadi, M-Tahar (2016) FORENSIC ANALYSIS OF ARES GALAXY PEER-TO-PEER NETWORK 11th annual ADFSL Conference on Digital Forensics, Security and Law Florida, USA, [Details]
Witteman, Rob and Meijer, Arjen and Le-Khac, Nhien-An and Kechadi, M-Tahar (2016) Toward a new tool to extract the Evidence from a Memory Card of Mobile phones Fourth IEEE International Symposium on Digital Forensics and Security Arkansas, USA, Link to full text [Details]
Braekt, Ronald In de and Le-Khac, Nhien-An and Farina, Jason and Scanlon, Mark and Kechadi, M-Tahar (2016) Increasing Digital Investigator Availability Through Efficient Workflow Management And Automation Fourth IEEE International Symposium on Digital Forensics and Security Arkansas, USA, Link to full text [Details]
Farina, J; Scanlon, M; Kohlmann, S; Le Khac, N-A; Kechadi, M-T (2015) HTML5 Zero Configuration Covert Channels: Security Risks and Challenges The 10th ADFSL Conference on Digital Forensics, Security and Law (CDFSL 2015) Daytona Beach, FL, USA, [Details]
Cao, H-V., Chu, K-X., Le-Khac, N-A., Kechadi, M-T., Laefer, D., Truong-Hong, L. (2015) Toward a new approach for massive LiDAR data processing Second IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services (ICSDM2015) Fuzhou, China, , 08-JUL-15 - 10-JUL-15 , pp.135-140 [DOI] Link to full text [Details]
Quinn, C; Scanlon, M; Farina, J; Kechadi, M-T (2015) Forensic Analysis and Remote Evidence Recovery from Syncthing: An Open Source Decentralised File Synchronisation Utility International Conference on Digital Forensics & Cybercrime (ICDF2C 2015) [Details]
Farina, J; Scanlon, M; Le Khac, N-A; Kechadi, M-T (2015) Overview of the Forensic Investigation of Cloud Services 10th International Conference on Availability, Reliability and Security (ARES 2015) [DOI] Link to full text [Details]
Reilly, RG,Kechadi, MT,Dawson, KA,Kuznetsov, YA,Timoshenko, EG (1998) NUOVO CIMENTO DELLA SOCIETA ITALIANA DI FISICA D-CONDENSED MATTER ATOMIC MOLECULAR AND CHEMICAL PHYSICS FLUIDS PLASMAS BIOPHYSICS Using recurrent neural networks to predict aspects of 3D structure of folded copolymer sequences , pp.2565-2573 [Details]
Kechadi, MT,Reilly, RG,Dawson, KA,Kuznetsov, YA,Timoshenko, EG (1998) NUOVO CIMENTO DELLA SOCIETA ITALIANA DI FISICA D-CONDENSED MATTER ATOMIC MOLECULAR AND CHEMICAL PHYSICS FLUIDS PLASMAS BIOPHYSICS A study of sequence distribution of a painted globule as a model for proteins with good folding properties , pp.2383-2391 [Details]
Kechadi, MT,Hegarty, DF (1998) HIGH-PERFORMANCE COMPUTING AND NETWORKING A parallel technique for partitioning nodes of weighted graphs , pp.449-457 [Details]
Kechadi, MT (1999) HIGH-PERFORMANCE COMPUTING AND NETWORKING, PROCEEDINGS Recurrent neural network approach for partitioning irregular graphs , pp.450-459 [Details]
Savvas, I,Kechadi, T (2003) PARALLEL PROCESSING AND APPLIED MATHEMATICS Performance study of scheduling mechanisms for peer-to-peer computing environments , pp.954-962 [Details]
McEnery, A Cronin, M-T Kechadi, and F. Geiselbrechtinger; (2004) Investigation of Two Associative Memories with respect to Sub-domains of Character Recognition AICS`04 Galway MIT, , 08-SEP-04 - 10-SEP-04 [Details]
J. A. Fitzgerald, F. Geiselbrechtinger, and T. Kechadi; (2004) Feature Extraction of Handwritten Symbols Using Fuzzy Logic The Seventeenth Canadian Conference on Artificial Intelligence (AI 2004) Ontario, Canada, , 17-MAY-04 - 19-MAY-04 , pp.493-498 [Details]
Fitzgerald, JA,Geiselbrechtinger, F,Kechadi, T (2004) ADVANCES IN ARTIFICIAL INTELLIGENCE Feature extraction of handwritten symbols using fuzzy logic , pp.493-498 [Details]
McEnery, O,Cronin, A,Kechadi, T,Geiselbrechtinger, F (2004) AI 2004: ADVANCES IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS Suitability of two associative memory neural networks to character recognition , pp.886-897 [Details]
McEnery, O, Cronin, A, Kechadi, T, Geiselbrechtinger, F, ; (2004) AI 2004: ADVANCES IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS Suitability of two associative memory neural networks to character recognition , pp.886-897 [Details]
Ellahi, TN,Kechadi, MT (2004) COMPUTATIONAL SCIENCE - ICCS 2004, PT 3, PROCEEDINGS Distributed resource discovery in wide area grid environments , pp.210-217 [Details]
McEnery, A Cronin, M-T Kechadi, and F. Geiselbrechtinger; (2004) Suitability of Two Associative Memory Neural Networks to Character Recognition 17th ACS Joint Conference on Artificial Intelligence Cairns, Australia, , 06-DEC-04 - 10-DEC-04 [Details]
Fitzgerald, JA,Huang, BQ,Kechadi, T (2005) MICAI 2005: ADVANCES IN ARTIFICIAL INTELLIGENCE An efficient hybrid approach for online recognition of handwritten symbols , pp.843-853 [Details]
Kechadi, MT,Savvas, IK (2005) PARALLEL COMPUTING Dynamic task scheduling for irregular network topologies , pp.757-776 [DOI] [Details]
Aljundi, AC,Dekeyser, JL,Kechadi, MT,Scherson, ID (2006) FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF GRID COMPUTING THEORY METHODS AND APPLICATIONS A universal performance factor for multi-criteria evaluation of multistage interconnection networks , pp.794-804 [DOI] [Details]
S. Di Martino, F. Ferrucci, M. Bertolotto, T. Kechadi; (2006) Towards a flexible system for exploratory spatio-temporal data mining and visualization Proceedings GIScience Workshop on Visualization, Analytics and Spatial Decision Support Münster, Germany, , 20-SEP-06 [Details]
Le-Khac, N-A. M-Tahar Kechadi and J. Carthy (2006) ADMIRE framework: Distributed Data Mining on Data Grid platforms International Conference on Software and Data Technologies (ICSOFT 2006) Link to full text [Details]
Fitzgerald, J.A., Geiselbrechtinger, F. Kechadi, T.; (2006) Structural Analysis of Handwritten Mathematical Expressions Through Fuzzy Parsing The IASTED International Conference on Advances in Computer Science and Technology (ACST 2006) [Details]
Lamine M. Aouad, N-A. Le-Khac and M-Tahar Kechadi; (2007) Grid-based Approach for Distributed Frequent Itemsets Mining using Dynamic Workload Management 2nd IEEE International Conference on Advances in Information Technology 2007 [Details]
N-A. Le-Khac, Lamine M. Aouad and M-T. Kechadi; (2007) An Efficient Support Management Tool for Distributed Data Mining Environments 2nd IEEE International Conference on Digital Information Management [Details]
Lamine M. Aouad, N-A. Le-Khac and M-Tahar Kechadi; (2008) Persistent Workflow on the Grid IEEE Asia-Pacific Services Computing Conference [Details]
Lamine M. Aouad, N-A. Le-Khac and M-Tahar Kechadi; (2008) A Multi-Stage Clustering Algorithm for Distributed Data Mining Environments Colloque sur l’Optimisation et les Systeme d’Information [Details]
N-A. Le-Khac, Lamine M. Aouad and M-T. Kechadi; (2008) Handling large volumes of mined knowledge with a self-reconfigurable topology on distributed systems IEEE Seventh International Conference on Machine Learning and Applications CA, USA, , 11-DEC-08 - 13-DEC-08 [Details]
E. Camossi, M. Bertolotto, T. Kechadi,; (2008) Mining Spatio-temporal Data at Different Levels of Detail Proceedings 11th AGILE International Conference on Geographic Information Science (AGILE 2008) [Details]
Kahvedzic, D,Kechadi, T (2009) DIGITAL INVESTIGATION DIALOG: A framework for modeling, analysis and reuse of digital forensic knowledge , pp.23-33 [DOI] [Details]
D. Lillis, M. Naughton, A. Cronin, J. Carthy, R. Collier, T.  Kechadi; (2009) Challenging the Norm in the Teaching of Practical Computer Science Second Irish Conference on Engaging Pedagogy (ICEP '09) [Details]
M. Naughton, J. Carthy, T.  Kechadi, ; (2009) Teaching and learning methodologies to support student transition 12th Conference of the Confederation of Student Services in Ireland (CSSI '09) [Details]
McGrath, N., Gladychev, P., Kechadi, T. and Carthy, J.; (2009) Investigating Encrypted Material E-Forensics 2009 - International Conference on Forensic Applications and Techniques in Telecommunications, Information and Multimedia , 19-JAN-09 - 21-JAN-09 [Details]
Naughton, M. N. Curley, N., Carthy, J. and Kechadi, T. (2010) Third-Level Specialised Support Centres, their impact on student success ICEP 2010, The 2010 International Conference on Engaging Pedagogy, NUIM, Maynooth [Details]
N-A. LeKhac, Whelan, M., and Kechadi, M-T. (2011) A New Hybrid Clustering Method for Reducing Very Large Spatio-temporal Dataset 7th International Conference on Advanced Data Mining and Applications (ADMA 2011) [Details]
Ruan, K., Carthy, J., Kechadi T. and Crosbie, M., (2011) Cloud forensics: an overview Proceedings of the 7th IFIP International Conference on Digital Forensics, Florida, USA [Details]
N-A Le Khac, M. Whelan and M-Tahar Kechadi (2011) Performance Evaluation of a Density-based Clustering Method for Reducing Very Large Spatio-temporal Dataset International Conference on Information and Knowledge Engineering (IKE 2011) [Details]
N-A Le Khac and M-Tahar Kechadi (2011) On a Distributed Approach for Density-based Clustering IEEE 10th International Conference on Machine Learning and Applications (ICMLA'11) [Details]
N-A. Le-Khac, M. Bue and M-T. Kechadi (2011) The Impact of Data Reduction Partitioning on Large Spatio-Temporal Data Mining The 3rd International Conference on Advances in Databases, Knowledge, and Data Applications, (DBKDA 2011) [Details]
Michael Whelan, N-A. Le-Khac and M-T. Kechadi (2011) Comparing two density-based clustering methods for reducing very large spatio-temporal dataset IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services (ICSDM 2011) [Details]
N-A. Le-Khac and M-T. Kechadi (2011) Efficient Distributed Approach for Density-Based Clustering IEEE International conference On Cooperative Knowledge Discovery and Data Mining 2011 (WETICE 2011) [Details]
Ruan, K., James J.I., Carthy, J. and Kechadi, T., (2012) Cloud Forensics: Key Terms for Service Level Agreements Advances in Digital Forensics [Details]
Aouad, L., Le-Khac N-A. and Kechadi, M-T (2012) Cloud An Open Architecture for Digital Evidence Acquisition on Smart Phones the 8th Annual Workshop on Digital Forensics(IFIP¿12) [Details]
N-A. Le-Khac, F. Cai, M-T. Kechadi (2012) An Integrated Classification Model for Financial Data Mining th Multi-disciplinary International Workshop on Artificial Intelligent, Springer-LNAI [Details]
N-A. Le-Khac, F. Cai, M. Tahar Kechadi (2012) Clustering Approaches for Financial Data Analysis International conference on Data Mining (DMIN 2012) Link to full text [Details]
Le-Khac, Nhien-An; Wu, Bo; Chen, ChongCheng; Kechadi, M-Tahar (2013) Feature Selection Parallel Technique for Remotely Sensed Imagery Classification The 13th International Conference on Computational Science and Applications (ICCSA 2013) [Details]
LeKhac, N.A., Kechadi, M-T. (2013) Parallel Feature Selection Technique for Remotely Sensed Imagery Classification International Conference on Computational Science and its Applications (ICCSA 2013) Ho Chi Minh, Vietnam, , 24-JUN-13 - 27-JUN-13 [Details]
Tselios, D., Savvas, I.K., Kechadi, M-T (2013) RNN Modelling for Bi-Objective MPM Job Shop Scheduling Problem 5th International Conference on Computational Intelligence, Communication Systems and Networks, (CICSyN 2013) Madrid, Spain, , 05-JUN-13 - 07-JUN-13 [Details]
Houari, R., Bounceur, A., Kechadi, M-T. (2013) A New Approach for Dimensionality Reduction of Multi-Dimensional Data Based on Sampling Methods for Data Mining COSI 2013 Algiers, Algeria, , 09-JUN-13 - 11-JUN-13 [Details]
Houari, R., Bounceur, A., Kechadi, M-T. (2013) Data Reduction in Huge Datasets through Removing Redundant Combinations of Dimensions International Conference in Digital Information Processing and Communications(ICDIPC 2013) Hammamet, Tunisia, , 04-OCT-13 - 06-OCT-13 [Details]
Houari, R., Bounceur, A., Kechadi, M-T., (2014) Handling Missing Data Problems with Sampling Methods (INDS 2014) Bejaia, Algeria, , 16-JUN-14 - 17-JUN-14 [Details]
LeKhac, N.A., Kechadi, M-T. (2014) Performance Evaluation of a Natural Language Processing approach applied in White Collar crime investigation The 1st International Conference on Future Data and Security Engineering (FDSE2014) Ho Chi Minh, Vietnam, , 19-NOV-14 - 21-NOV-14 [Details]
Al-Mahrouqi, A; Abdalla, S; Kechadi, Tahar (2014) e-Government Network Forensics Correlation Model The Qatar Foundation Annual Research Conference (ARC'14) [Details]
Mark Roeloffs, M. Tahar Kechadi and N-A. Le-Khac (2014) Forensic Investigation of TomTom Application on Android Mobile devices IFIP WG 11.9 International Conference on Digital Forensics [Details]
N-A. Le-Khac and M. Tahar Kechadi (2014) Toward a new cloud-based approach to preserve the privacy for detecting suspicious cases of money laundering Global Premier International Conference on Cryptography and Security 2014 (ICCS 2014) [Details]
B. Busstra, M. Tahar Kechadi and N-A. Le-Khac (2014) Android and Wireless data-extraction using Wi-Fi 4th IEEE international conference on Innovative Computing Technology (INTECH 2014) Link to full text [Details]
Christos Sgaras, M. Tahar Kechadi and N-A. Le-Khac (2014) Forensics Acquisition and Analysis of instant messaging and VoIP applications th IAPR International Workshop on Computational Forensics (IWCF 2014) [Details]
Mark Scanlon, Jason Farina, N-A. Le-Khac and M. Tahar Kechadi (2014) Leveraging Decentralisation to Extend the Digital Evidence Acquisition Window: Case Study on BitTorrent Sync 6th International Conference on Digital Forensics & Cyber Crime (ICDF2C 2014) Link to full text [Details]
Maarten van Barneveld, N-A. Le-Khac and M. Tahar Kechadi (2014) Performance Evaluation of a Natural Language Processing approach applied in White Collar crime investigation International Conference on Future Data and Security Engineering 2014 (FDSE 2014) [Details]
El-Mahrouqi, A., Abdella, S., Kechadi, M-T. (2014) Network Forensics Readiness and Security Awareness Framework 2nd International Conference on Embedded Systems in Telecommunications and Instrumentation (ICESTI¿14) Annaba, Algeria, , 26-OCT-14 - 28-OCT-14 [Details]
De Marco, L., Ferrucci, F., Kechadi, M-T., (2014) Formalization of SLAs for Cloud Forensic Readiness 2nd International Conference on Cloud Security Management (ICCSM 2014) Reading, UK, , 23-OCT-14 - 24-OCT-14 [Details]
Chabo, Y., Bertaux, A., Nicolle, C., Kechadi, M-T. (2014) Automatic Timeline Construction and Analysis For Computer Forensics Purposes IEEE Joint Intelligence and Security Informatics Conference (ISI-EISIC 2014) Hague, Netherlands, , 24-SEP-14 - 26-SEP-14 [Details]
LeKhac, N.A., Kechadi, M-T. (2014) Forensics Acquisition of Tango VoIP International Conference on Challenges in IT, Engineering and Technology (ICCIET 2014) Phuket, Thailand, , 17-JUL-14 - 18-JUL-14 [Details]
Heloulou, I., Radjef, M-S., Kechadi, M-T. (2014) Clustering Based on Sequential Multi-Objective Games International Conference on Data Warehousing and Knowledge Discovery (DaWaK 2014) - LNCS 8646, pp. 369 ¿ 381, Springer International Publisher Switzerland Munich, Germany, , 01-SEP-14 - 02-SEP-14 [Details]
Scanlon, M. Farina, J., Le-Khac, N.A., Kechadi, M-T. (2014) Leveraging Decentralisation to Extend the Digital Evidence Acquisition Window: Case Study on BitTorrent Sync 6th International Conference on Digital Forensics & Cyber Crime (ICDF2C 2014) New haven, Connecticut, USA, , 18-SEP-14 - 20-SEP-14 [Details]
Al-Mahrouqi, Aadil; Abdalla, Sameh; Kechadi, Tahar (2014) Network Forensics Readiness and Security Awareness Framework International Conference on Embedded Systems in Telecommunications and Instrumentation (ICESTI 2014) [Details]
Al-Mahrouqi, A; Tobin, P; Abdalla, S; Kechadi, Tahar (2015) Simulating SQL-Injection Cyber-attacks using GNS3 The 6th International Conference on Computer Modeling and Simulation [Details]
Fitzgerald, T. and Cronin, A. and Kechadi, M-T. and Geiselbrechtinger, F. ; (2003) Pen-Based Input of Mathematical Expressions 1st Annual IRCSET Symposium Dublin, Ireland, , 07-NOV-03 - 08-NOV-03 [Details]
Cronin, A. and McEnery, O. and Kechadi, M-T. and F. Geiselbrechtinger,; (2004) Comparative Analysis of Two Associative Memory Neural Networks 16th IEEE International Conference on Tools with Artificial Intelligence Boca Raton, Florida, USA, , 15-NOV-04 - 17-NOV-04 [Details]
Ottewill, A., Hudzia, B., Kechadi, M-T.; (2005) TreeP: A Tree-Based P2P Network Architecture International Workshops on Alithograms, Models and Tools for parallel computing on heterogenous networks (HeteroPar '05) Boston, Massachusetts, USA, , 27-SEP-05 - 30-JUL-05 [Details]
Cronin, A. Kechadi, M-T. ; (2005) Application of SOMs to Handwritten Mathematical Expression Recognition The 3rd Annual IRCSET Symposium Dublin, Ireland, , 03-NOV-05 - 04-NOV-05 [Details]
Bellec,J. and Kechadi, M-T. and Carthy, J.; (2005) New Efficient Clustering Algorithm for Network Alarm Analysis The 17th IASTED Int'l. Conference on Software Engineering and Applications (SEA'05) Phoenix, AZ, USA, , 14-NOV-05 - 16-NOV-05 [Details]
Bellec, J. and Kechadi, M-T. and Carthy, J.; (2005) Study of Telecommunication System Behaviour based on Network Alarms Workshop on Data Mining for Business Porto, Portugal, , 03-OCT-05 - 07-OCT-05 [Details]
Bellec, J.H. and Kechadi, M-T and Carthy, J.; (2006) Performance Evaluation of Two Data Mining Techniques for Network Alarms Analysis International Conference on Data Mining (Part of the 2006 World Congress in Computer Sciences), (DMIN’06) Las Vegas, Nevada, USA, , 26-JUN-06 - 29-JUN-06 [Details]
Gleeson, B. and Kechadi, M-T. and Carthy, J.; (2006) Electric Load Forecasting Using Weather Data with a Kohonen Network and Data Mining Approach The 26th International Symposium on Forecasting (ISF'06) Santander, Spain, , 11-JUN-06 - 14-JUN-06 [Details]
LeKhac, A. and Fu, H. and Kechadi, M-T. and Carthy, J.; (2006) ADMIRE: A New Framework for Distributed Data Mining on Grid Computing Environments Marie Curie Fellows - Conference (MC2) (Putting the Knowledge Society into Practice) Manchester, UK, , 10-APR-06 - 12-APR-06 [Details]
Gleeson, B. and Rashid, T. and Kechadi, M-T. and Carthy, J.; (2006) A Hybrid Kohonen Based Approach for Short-Term Electric Load Forecasting The 3rd International Conference on Cybernetics and Information Technologies, Systems and Applications (CITSA'06) Orlando, Florida, USA, , 20-JUL-06 - 23-JUL-06 [Details]
LeKhac, N.A. and Kechadi, M-T. and Carthy, J.; (2006) ADMIRE Framework: Distributed Data Mining on Data-Grid Platforms Int'l. Conference on Software and Data Technologies (ICSOFT-06) Setubal, Portugal, , 11-SEP-06 - 14-SEP-06 [Details]
Bellec, J.H. Kechadi, M-T, and Carthy, J; (2006) Towards a Formal Model for the Network Alarm Correlation Problem The 6th WSEA Conference on Simulation Modelling and Optimisation (SMO '06) Lisbon, [Details]
M-T. Kechadi, M. Bertolotto; (2006) A Visual Approach for Spatio-Temporal Data Mining Proceedings IEEE International Conference on Information Reuse and Integration (IEEE IRI'06) Hawaii, USA, , 16-SEP-06 - 18-SEP-06 , pp.504-509 [Details]
Bellec, J.H. Kechadi, M-T, and Carthy, J., ; (2006) A New Model for Alarm Correction in 3G Telecommunication Networks The IADIS International Conference on WWW/Internet (ICWI'06) Murcia, Spain, , 05-OCT-06 - 08-OCT-06 [Details]
Cronin, A. and Fitzgerald, J.A. and Kechadi, M-T. ; (2006) A Hybrid Recogniser for Handwritten Symbols Based on Fuzzy Logic and Self-Organizing Maps The 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI'06) Washington D.C., USA, , 13-NOV-06 - 15-NOV-06 [Details]
Le-Khac, N.A., Aouad, L., Kechadi, M-T., and Carthy, J., ; (2007) A new approach for Distributed Density Based Clustering on Grid platform The 24th British National Conference on Databases (BNCOD'07) [Details]
Camossi, E. and Bertolotto, M. and Kechadi, M-T.; (2008) Mining Spatio-Temporal Data at Different Levels of Detail Association Geographic Information Laboratories Europe (AGILE'08) Girona, Spain, , 05-MAY-08 - 08-MAY-08 [Details]
Le-Khac, N. A., Markos, S., O'Neill, M., Brabazon, A. and Kechadi, M. T.; (2009) An investigation into Data Mining approaches for Anti-money Laundering IEEE International Conference on Knowledge Discovery, (ICKD'09) Manila, Philippines, , 06-JUN-09 - 08-JUN-09 [Details]
Le-Khac, N.A., Markos, S., O'Neill, M., Brabazon, A. and Kechadi, M-T.; (2009) An efficient Search Tool for an Anti-Money Laundering Application of an Multi-national Bank's Dataset The International Conference on Information and Knowledge Engineering, (IKE 09) Monte Carlo Resort, Las Vegas, Nevada, USA, , 13-JUL-09 - 16-JUL-09 [Details]
McGrath, N., Gladyshev, P., Kechadi M-T., and Carthy, J.; (2009) Investigating Encrypted Material Forensics in Telecommunications, Information and Multimedia > Second International Conference, e-Forensics 2009, Adelaide, Australia , 19-JAN-09 - 21-JAN-09 [Details]
Le-Khac, N.A. and Markos, S. and O'Neill, M. and Brabazon, A. and Kechadi, M-T.; (2009) An investigation into Data Mining approaches for Anti Money Laundering IEEE International Conference on Knowledge Discovery, (ICKD 09) Manila, Philippine, , 06-JUN-09 - 08-JUN-09 [Details]
Le-Khac,, N. A., Markos, S., O¿Neill, M., Brabazon, A. and Kechadi, M. T. ; (2009) An Efficient Search Tool for an Anti-Money Laundering Application of an Multi-National Bank's Dataset . In: CESRA Press eds. 2009 International Conference on Information and Knowledge Engineering (IKE'09) Las Vegas, USA, , 13-JUL-09 - 16-JUL-09 Link to full text [Details]
Lefait, L., and Kechadi, M-T.; (2010) Customer Segmentation Architecture Based on Clustering Techniques The 4th International Conference on Digital Society, (ICDS10) , 10-FEB-10 - 15-FEB-10 [Details]
Lefait, L., and Kechadi, M-T.; (2010) Analysis of deputy and party similarities through hierarchical clustering The 4th International Conference on Digital Society, (ICDS10) , 10-FEB-10 - 15-FEB-10 [Details]
Le-Khac, N.A. and Kechadi, M-T.; (2010) A Data Mining Based Solution for Detecting Suspicious Money Cases in an Investment Bank The 2nd International Conference on Advances in Databases, Knowledge, and Data Applications, (DBKDA2010) , 11-APR-10 - 16-APR-10 [Details]
Genoe, R., and Kechadi, M-T.; (2010) Comparative Testing of Spatial Analysis Techniques for Handwritten Mathematical Expression Recognition The 10th International Conference on 
Artificial Intelligence and Soft Computing (ICAISC-10) , 13-JUN-10 - 17-JUN-10 [Details]
Scanlon, M., Hannaway, A., and Kechadi, M-T.; (2010) A Week in the Life of the Most Popular BitTorrent Swarms The 5th Annual Symposium on Information Assurance (ASIA '10); 13th Annual New York State Cyber Security Conference Albany, New York, USA, , 16-JUN-10 - 17-JUN-10 Available Online Link to full text [Details]
Kechadi, M-T.; (2010) Data Wave: Challenges and Opportunities The 19th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises (WETICE 2010) , 28-JUN-10 - 30-JUN-10 [Details]
Whelan, M., Le-Khac N-A., M., and Kechadi, M-T.; (2010) Data Reduction in Very Large Spatio-Temporal Data Sets The 19th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises (WETICE 2010) , 28-JUN-10 - 30-JUN-10 Link to full text [Details]
Le-Khac, N.A., Markos, S., and Kechadi, M-T.; (2010) Performance Evaluation of a Knowledge-Based Solution for Detecting Money Laundering in an Investment Bank The International Conference on Information and Knowledge Engineering, (IKE2010) , 12-JUL-10 - 15-JUL-10 [Details]
Takeshi, S., Huang, B.Q., Huang, Y., and Kechadi, M-T.; (2010) Local PCA Regression for Missing Data Estimation in Telecommunication Dataset 11th Pacific Rim International Conference on Artificial Intelligence (PRICAI2010) , 30-AUG-10 - 02-SEP-10 [Details]
Genoe, R., and Kechadi, M-T.; (2010) A Real-time Recognition System for Handwritten Mathematics: Structural Development International Conference on Frontiers in Handwriting Recognition, (ICFHR2010) , 16-NOV-10 - 18-NOV-10 [Details]
Kahvedzic, D., and Kechadi, M-T.; (2010) Semantic Modelling of Digital Forensic Evidence 2nd International ICST Conference on Digital Forensics & Cyber Crime (ICDF2C2010) , 04-OCT-10 - 06-OCT-10 [Details]
Huang, Y. Huang, B. and Kechadi, M-T.; (2010) A New Filter Feature Selection Approach for Customer Churn Prediction in Telecommunications The IEEE International Conference on Industrial Engineering and Engineering Management (IEEM2010) , 07-DEC-10 - 10-DEC-10 [Details]
Le-Khac, N-A., and Kechadi, M-T.; (2010) Comparing Two Approaches of Disguising Transaction Data Applied in Detecting Suspicious Cases of Money Laundering in an investment Bank The 3rd IEEE International Conference on Computer and Electrical Engineering, (ICCEE2010) , 16-NOV-10 - 18-NOV-10 [Details]
Le Khac, N-A. Bue, M., Whelan, M., and Kechadi, M-T.; (2010) A Knowledge-based Data Reduction for Very Large Spatio-Temporal Datasets International Conference on Advanced Data Mining and Applications, (ADMA2010) , 19-NOV-10 - 21-NOV-10 Link to full text [Details]
Takeshi, S., Huang, B.Q., and Kechadi, M-T.,; (2010) Using PCA to Predict Customer Churn in Telecommunication Dataset International Conference on Advanced Data Mining and Applications, (ADMA2010) , 19-NOV-10 - 21-NOV-10 [Details]
Huang, B.Q., and Kechadi, M-T.; (2010) Using Genetic K-means Algorithm for PCA Regression Data in Customer Churn Prediction International Conference on Advanced Data Mining and Applications, (ADMA2010) , 19-NOV-10 - 21-NOV-10 [Details]
Huang, B.Q., and Kechadi, M-T.; (2010) A Practical Feature Selection Approach for Customer Churn Prediction in Telecommunications The Int¿l. Conference on Future Information Technology (ICFIT 2010) , 14-DEC-10 - 15-DEC-10 [Details]
Aouad, L., and Kechadi, M-T.; (2010) Spatio-Temporal Datasets Anatomy and Visualisation using Clustering International Conference on Advances in Distributed and Parallel Computing (ADPC2010) , 01-NOV-10 - 02-NOV-10 [Details]
Le-Khac, N-A., and Kechadi M-T. ; (2010) Apply data mining and natural computing in detecting suspicious cases of money laundering in an investment bank: A case study 10th IEEE International Conference on Data Mining (ICDM2010) , 14-DEC-10 - 17-DEC-10 [Details]
Lefait, L., Goncalves, G., and Kechadi, M-T.; (2010) Self-Clustering for Identification of Customer Purchase Behaviours 10eme Conference Internationale Francophone sur lExtraction et la gestion des Connaissances (EGC 2010) , 26-JAN-10 - 29-JAN-10 [Details]
Scanlon, M. and Kechadi, M-T. (2012) Peer-to-Peer Botnet Investigation: A Review The 6th International Symposium on Digital Forensics and Information Security (DFIS-2012); Future Information Technology, Application, and Service Vancouver, Canada, , 26-JUN-12 - 28-JUN-12 Available Online [Details]
Scanlon, M. and Kechadi, M-T. (2013) Universal Peer-to-Peer Network Investigation Framework . In: IEEE eds. 8th International Conference on Availability, Reliability and Security (ARES 2013) Regensburg, Germany, , 02-SEP-13 - 04-SEP-13 Available Online Link to full text [Details]
Scanlon, M. and Kechadi, M-T. (2013) Digital Evidence Bag Selection for P2P Network Investigation The 7th International Symposium on Digital Forensics and Information Security (DFIS-2013); Future Information Technology, Application, and Service Gwangju, Korea, , 04-SEP-13 - 06-SEP-13 Available Online [Details]
Scanlon, M., Farina, J., and Kechadi, M-T. (2014) BitTorrent Sync: Network Investigation Methodology 9th International Conference on Availability, Reliability and Security (ARES 2014) Fribourg, Switzerland, , 08-SEP-14 - 07-NOV-14 Link to full text [Details]
Tobin, Patrick, Kechadi, M-T., (2014) Virtual Machine Forensics by means of Introspection and Kernel Code Injection 9th International Conference on Cyber Warfare and Security (ICCWS 2014) West Lafayette Indiana, USA, , 24-MAR-14 - 26-MAR-14 [Details]
Scanlon, M. and Kechadi, M-T (2014) The Case for a Collaborative Universal Peer-to-Peer Botnet Investigation Framework 9th International Conference on Cyber Warfare and Security (ICCWS-2014) CERIAS, Purdue University, Indiana, USA, , 24-MAR-14 - 26-MAR-14 Link to full text [Details]
Bounceur, A., and Kechadi, M-T., (2014) CupCarbon: A Multi-Agent and Discrete Event Wireless Sensor Network Design and Simulation Tool Based-on the Open Street Map Framework 7th International ICST Conference on Simulation Tools and Techniques Lisbon, Portugal, , 17-MAR-14 - 19-MAR-14 [Details]
Farina, J., Scanlon, M. and Kechadi, M-T. (2014) BitTorrent Sync: First Impressions and Digital Forensic Implications Digital Forensics Research Workshop (DFRWS EU 2014) , pp.77-86 [DOI] [Details]
Kahvedzic, D. and Kechadi, M-T. ; (2009) On the Persistency of Deleted Windows Registry Data Structures The 24th Annual ACM Symposium on Applied Computing Honolulu, Hawaii, USA, , 08-MAR-09 - 12-MAR-09 [Details]
Kahvedzic, D. and Kechadi, M-T.; (2009) DIALOG: A Framework for Modeling, Analysis and Reuse of Digital Forensic Knowledge The 9th Digital Forensic Research Workshop, (DFRWS 09) Montreal, Canada, , 19-AUG-09 - 23-AUG-09 [Details]
Hannaway, A. and Kechadi, M-T.; (2009) An Analysis of the Scale and Distribution of Copyrighted Material on the Gnutella Network The 2009 International Conference on Information Security and Privacy (ISP-09) Orlando, FL, USA, , 13-JUL-09 - 16-JUL-09 [Details]
Naughton, M. and Carthy, J. and Kechadi, M-T.; (2009) The role a support centre can play to facilitate first years students in transition from secondary to tertiary level education The 4th Annual Conference on European First Year Experience, (EFYE 09) Groningen, The Netherlands, , 13-MAY-09 - 15-MAY-09 [Details]
Kahvedzic, D. and Kechadi, M-T. ; (2009) Extraction and Categorisation of User Activity from Windows Restore Points The International Conference on Digital Forensics, Security and Law (ADFSL 09) Vermont, USA, , 20-MAY-09 - 22-MAY-09 [Details]
Naughton, N. and Carthy, J. and Kechadi, M-T.; (2009) Teaching and Learning Methodologies to Support Student Transition Confederation of Student Services of Ireland Conference (CSSI 09) Sligo, Ireland, , 15-JUN-09 - 17-JUN-09 [Details]
Bellec, J. and Kechadi, M-T.; (2009) Formal model for Fault Recognition Problem in Modern Telecommunication Networks International Conference on Data Mining, (DMIN 09) Las Vegas, Nevada, USA, , 13-JUL-09 - 16-JUL-09 [Details]
Lefait, G. and Whelan, M. and Kechadi, M-T. and Goncalves, G. and Tiente, H.; (2009) SNNH: SNN Hierarchical Clustering Colloque sur l'Optimisation et les Systèmes d'Information, (COSI 09) Annaba, Algeria, , 25-MAY-09 - 27-MAY-09 [Details]
Huang, B.Q. and Kechadi, M-T.; (2009) Customer Churn Prediction for Broadband Internet Services 11th International Conference on Data Warehousing and Knowledge Discovery (DaWaK 09) Linz, Austria, , 31-AUG-09 - 04-SEP-09 [Details]
Scanlon, M. and Kechadi, M-T.; (2009) RAFT: Remote Acquisition of Forensic Evidence Cyber Terrorism and Crime Conference (CYTER 2009) Prague, Czech Republic, , 22-JUN-09 - 24-JUN-09 [Details]
Scanlon, M. and Kechadi, M-T.; (2009) Online Acquisition of Digital Forensic Evidence International Conference on Digital Forensics & Cyber Crime (ICDF2C '09) Albany, New York, USA, , 30-SEP-09 - 02-OCT-09 Available Online [Details]
Lillis, D. and Naughton, M. and Cronin, A. and Carthy, J. and Collier, R. and Kechadi, M-T.; (2009) Challenging the Norm in the Teaching of Practical Computer Science Irish Conference on Engaging Pedagogy, (ICEP 2009) Dublin, Ireland, , 03-SEP-09 - 04-SEP-09 [Details]
Sato, T. and Huang, B.Q. and Lefait, G. and Kechadi, M-T. and Buckley, B., ; (2009) Kernel-based Principal Components Analysis on Large Telecommunication Data Australasian data Mining Conference (AusDM 09) Melbourne, Australia, , 01-DEC-09 - 04-DEC-09 [Details]
Le-Khac, N.A. and Markos, S. and Kechadi, M-T.; (2009) A Heuristics Approach for Fast Detecting Suspicious Money Laundering Cases in an Investment Bank International Conference on Software and Knowledge Engineering, (ICSKE 09) Bangkok, Thailand, , 25-DEC-09 - 27-DEC-09 [Details]
Le-Khac, N.A. and Markos, S. and Kechadi, M-T.; (2009) Towards a New Data Mining-Based Approach for Anti Money Laundering in an International Investment Bank International Conference on Digital Forensics & Cyber Crime (ICDF2C 2009) Albany, New York, USA, , 30-SEP-09 - 02-OCT-09 [Details]
McGrath, N., Gladychev, P., Kechadi, M-T., Carthy, J.; (2009) Investigating Encrypted Material International E-forensics 2009: Conference on Forensic Applications and Techniques in Telecommunications, Information and Multimedia Adelaide, Australia, , 19-JAN-09 - 21-JAN-09 [Details]
Le-Khac, N-A. and Aouad, L. and Kechadi, M-T. ; (2008) Handling large volumes of mined knowledge with a self-reconfigurable topology on distributed systems IEEE Seventh International Conference on Machine Learning and Applications (IEEE ICMLA 2008) CA, USA, , 11-DEC-08 - 13-DEC-08 [Details]
Aouad, L. and Le-Khac, N-A. and Kechadi, M-T.; (2008) Persistent Workflow on the Grid The IEEE Asia-Pacific Services Computing Conference (IEEE APSCC 2008) Yilan, Taiwan, , 09-DEC-08 - 12-DEC-08 [Details]
Genoe, R. and Kechadi, M-T.; (2008) On the Recognition of Online Handwritten Mathematics Using Feature-Based Fuzzy Rules and Relationship Precedence IEEE World Congress on Computational Intelligence (WCCI'08) Hong Kong, China, , 01-JUN-08 - 06-JAN-08 [Details]
Aouad, L. and Le-Khac, N.A. and Kechadi, M-T. ; (2008) A Multi-Stage Clustering Algorithm for Distributed Data Mining Environments Colloque sur l'Optimisation et les Systèmes d'Information (COSI'08) Tizi-Ouzou, ALgeria, , 07-JUN-08 - 10-JUN-08 [Details]
Aouad, L. and Le-Khac, N.A. and Kechadi, M-T.; (2007) Lightweight Clustering Technique for Distributed data mining Applications LNCS on advances in data mining – theoretical aspects and applications (Vol. 4597) -- The 7th IEEE Industrial Conference on Data Mining (ICDM 2007) Omaha, NE, USA, , 28-OCT-07 - 31-OCT-07 , pp.120-134 [Details]
EDI, E. and Kechadi, M-T. and McNulty, R. ; (2007) TreeP: A Self-Reconfigurable Topology for Unstructured P2P Systems . In: Springer eds. LNCS applied parallel computing – State-of-the-Art in Scientific Computing, (Vol.4699) -- Workshop on State-of-the-Art in Scientific & Parallel Computing (PARA'06) Umeå, Sweden, , 18-JUN-06 - 21-JUN-06 , pp.1136-1146 [Details]
Fitzgerald, J.A. and Kechadi, M-T.; (2007) Mathpad: A Fuzzy Logic-Based Recognition System for Handwritten Mathematics the 9th International Conference on Document Analysis and Recognition (ICDAR'07) Curitiba, Parana, Brazil, , 23-SEP-07 - 26-SEP-07 [Details]
Le-Khac, N.A. and Aouad, L. and Kechadi, M-T.; (2007) A New Approach for Distributed Density Based Clustering on Grid platform . In: Springer eds. LNCS on Data Management. Data, Data Everywhere (Vol. 4587) -- The 24th British National Conference on Databases (BNCOD'07) Glasgow, UK, , 03-JUL-07 - 05-JUL-07 , pp.247-258 [Details]
Le-Khac, N.A. and Aouad, L. and Kechadi, M-T.; (2007) An Efficiently Knowledge Map layer for Distributed Data Mining on Grid platforms The 12th European Conference on Operational Research (Data Mining and Knowledge Discovery Stream), (ECOR-DMKD-07) Prague, Czech Republic, , 08-JUL-07 - 11-JUL-07 [Details]
Savvas, I. and Kechadi, M-T.; (2007) Efficient Load Balancing on Irregular Network Topologies Using B+tree Structures 6th International Symposium on Parallel and Distributed Computing (ISPDC'07) Hagenberg, Austria, , 05-JUL-07 - 08-JUL-07 [Details]
Ellahi, T.N. and Kechadi, M-T.; (2007) Architecture of a Decentralised Workflow Enactment Engine or P2P Grid International Conference on Parallel and Distributed Processing Techniques and Applications, (PDPTA'07) Las Vegas, USA, , 25-JUN-07 - 28-JUN-07 [Details]
Rashid, T. and Kechadi, M-T.; (2007) Predictive Data Modelling for Customer Churn in Telecommunication Systems The 27th International Symposium on Forecasting (ISF'07) New York City, USA, , 24-JUN-07 - 27-JUN-07 [Details]
Lazar, Z. and MacNulty, R. and Kechadi, M-T. ; (2007) Feicim: A Browser for Data and Algorithms International Conference on Computing in High energy and Nuclear Physics, (CHEP'07) Victoria, Canada, , 02-SEP-07 - 07-SEP-07 [Details]
Le-Khac, N.A. and Aouad, L. and Kechadi, M-T.; (2007) Knowledge Map: Toward a new approach supporting the knowledge management in Distributed Data Mining The 1st International Workshop on Knowledge-based User Interface (KUI'07) Athens, Greece, , 19-JUN-07 - 25-JUN-07 [Details]
Kechadi, M-T. and Bertolotto, M. and De Martino, S. and Ferrucci, F. ; (2007) A 2-Pass Data Mining Technique for Spatio-Temporal Datasets International Comference on GeoComputation: The art and science of solving complex spatial problems with computers, (GeoComputation'07) Maynooth, Ireland, , 03-SEP-07 - 05-SEP-07 [Details]
Hudzia, B. and Kechadi, M-T.; (2007) THON: A Tessellation based Hierarchical Overlay Network for DGET Grid Middleware The 16th International Conference on Computer Communications and Networks (ICCCN'07) Hawaii, USA, , 13-AUG-07 - 16-AUG-07 [Details]
Rashid, T. and Kechadi, M-T.; (2007) Predictive Modelling Using Support Vector machine The 3rd Int'l. Conference on Information Technology
(ICIT'07) Amman, Jordan, , 09-MAY-07 - 11-MAY-07 [Details]
Huang, B.Q. and Kechadi, M-T.; (2007) Pre-processing Techniques for Online Handwriting Recognition The 7th International Conference on Intelligent Systems Design and Applications (ISDA`07), IEEE Press Rio de Janeiro, RJ. Brazil, , 22-OCT-07 - 24-OCT-07 [Details]
Aouad, L. and Le-Khac, N.A. and Kechadi, M-T.; (2007) Grid-based Approaches for Distributed Data Mining applications International Conference on Distributed Computing and Applications for Business, Engineering and Sciences, (DCABES'07) Hubei, China, , 14-AUG-07 - 18-AUG-07 [Details]
Bellec, J.H. and Kechadi, M-T.; (2007) CUFRes: Clustering Using Fuzzy Representative Events Selection for the Fault Recognition Problem in Telecommunication Networks The 16th ACM International Conference on Information and Knowledge Management (CIKM ' PIKM'07) Lisbona, Portugal, , 05-NOV-07 - 10-NOV-07 [Details]
Le-Khac, N.A. and Aouad, L. and Kechadi, M-T.; (2007) An Efficient Tool to Support the Management and Integrating of Knowledge in Distributed Data Mining The 2nd International Conference on Digital Information Management (ICDIM'07) Lyon, France, , 28-OCT-07 - 31-OCT-07 [Details]
Bellec, J.H. and Kechadi, M-T.; (2007) FECk: A New Efficient Clustering Algorithm for the Events Correlation Problem in Telecommunication Networks International Conference on Future Generation Communication and networking (FGCN'07) Jeju-Island, Korea, , 06-DEC-07 - 08-DEC-07 [Details]
Kechadi, M-T. ; (2007) Feicim: an Interactive Tool for Very Large Scientific Datasets IEEE Nuclear Science Symposium & Medical Imaging Conference Hawaii, USA, , 27-OCT-07 - 03-NOV-07 [Details]
Kahvedzic, D. and Kuncik, N. Kechadi, M-T.; (2007) A Data Mining Framework for the Digital Forensics Investigation Process The 11th World Multi-Conference on Systemics, Cybernetics and Informatics (WMSCI'07) Orlando, Florida, USA, , 08-JUL-07 - 11-JUL-07 [Details]
Aouad, L. and Le-Khac, N.A. and Kechadi, M-T. ; (2007) Grid-based Approach for Distributed Frequent Itemsets Mining using Dynamic Workload Management 2nd International Conference on Advances in Information Technology (ICAIT’07) Bangkok, Thailand, , 01-NOV-07 - 02-NOV-07 [Details]
Ellahi, T.N. and Kechadi, M-T.; (2007) Workflow Partitioning to Support Decentralised P2P based Enactment 8th International Conference on Computing (CORE 2007) Mexico City, Mexico, , 16-MAY-07 - 18-MAY-07 [Details]
Bellec, J.H. and Kechadi, M-T. ; (2007) A New Model for Alarm Correction in 3G Telecommunication Networks The IADIS International Conference on WWW/Internet (ICWI’06) Murcia, Spain, , 05-OCT-07 - 08-OCT-07 [Details]
Kechadi, M-T. et al.; (2007) Scalable 2-Pass Data Mining Technique for Large Scale Spatio-Temporal Datasets LNCS on Knowledge-Based and Intelligent Information & Engineering Systems (KES'07), Vol 4693 Vietri sul Mare, Italy, , 12-SEP-07 - 14-SEP-07 , pp.785-792 [Details]
Aouad, L. and Le-Khac, N.A. and Kechadi, M-T. ; (2007) Variance-based Clustering Technique for Distributed Data Mining Applications International Conference on Data Mining (DMIN'07) Las Vegas, Nevada, USA, , 25-JUN-07 - 28-JUN-07 Link to full text [Details]
Fitzgerald, T. and Kechadi, M-T.; (2006) Structural Analysis of Handwritten Mathematical Expressions Through Fuzzy Parsing International Conference on Advances in Computer Science and Technology (ACST'06) Puerto Vallarta, Mexico, , 23-JAN-06 - 25-JAN-06 [Details]
Genoe, R. and Fitzgerald, J.A. and Kechadi, M-T. ; (2006) An Online Fuzzy Approach to the Structural Analysis of Handwritten Mathematical Expressions IEEE World Congress on Computational Intelligence (WCCI'06) Vancouver, BC, Canada, , 16-JUL-06 - 21-JUN-06 [Details]
EDI, E. and Kechadi, M-T. and McNulty, R. ; (2006) An Adaptive Virtual structured Network Topology for P2P Systems Marie Curie Fellows - Conference (MC2) (PUTTING THE KNOWLEDGE SOCIETY INTO PRACTICE) Manchester, UK, , 10-APR-06 - 12-APR-06 [Details]
Rashid, T. and Gleeson, B. and Kechadi, M-T. ; (2006) Neural Network Based Methods for Electric Load forecasting The 3rd International Conference on Cybernetics and Information Technologies, Systems and Applications (CITSA'06) Orlando, Florida, USA, , 20-JUL-06 - 23-JUL-06 [Details]
Huang, B.Q. and Kechadi, M-T. ; (2006) An HMM-SNN Method for Online Handwriting Symbol Recognition . In: Springer eds. LNCS on Image Analysis and Recognition, (Vol. 4142) -- Int'l. Conference on Image Analysis and Recognition (ICIAR'06) Povoa de Varzim, Portugal, , 18-SEP-06 - 20-SEP-06 , pp.897-905 [Details]
Fitzgerald, J.A. and Genoe, R. and Kechadi, M-T.; (2006) A Purely Online Approach to Mathematical Expression Recognition International Workshop on Frontiers in Handwriting Recognition, (IWFHR'06) La Baule, France, , 23-OCT-06 - 26-OCT-06 [Details]
Kechadi, M-T.; (2006) Distributed Data Mining and Analysis for Data-Intensive Science Applications IEEE Nuclear Science Symposium San Diego, California, USA, , 30-OCT-06 - 03-NOV-06 [Details]
Edi, E. and Kechadi, M-T. and McNulty, R. ; (2006) Virtual Structured P2P Network Topology for Distributed Computing 5th International Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Networks (HeteroPar'06) Barcelona, Spain, , 25-SEP-06 - 28-SEP-06 [Details]
Huang, B.Q. and Kechadi, M-T. ; (2006) A Hybrid HMM-SVM Method for Online Handwriting Symbol Recognition The 6th IEEE International Conference on Intelligent System Design and Applications (ISDA'06) Jinan, Shandon, China, , 16-OCT-06 - 18-OCT-06 [Details]
Di Martino, S. and Ferrucci, F. and Bertolotto, M. and Kechadi, M-T.; (2006) Towards a Flexible System for Exploratory Spatio-Temporal Data Mining and Visualization 4th International Conference on Geographic Information Science (GIScience'06) Münster, Germany, , 20-SEP-06 - 23-SEP-06 [Details]
Savvas, I. and Kechadi, M-T.; (2006) Efficient Two-Pass Dynamic Load balancing for Irregular Network Topologies Int'l. Conference on Software and Data Technologies (ICSOFT'06) Setubal, Portugal, , 11-SEP-06 - 14-SEP-06 [Details]
Kechadi, M-T. and Bertolotto, M.; (2006) A Visual Approach for Spatio-Temporal Data Mining The IEEE International Conference on Information Reuse and Integration (IEEE IRI'06) Hawaii, USA, , 16-SEP-06 - 18-SEP-06 [Details]
Bellec, J.H. and Kechadi, M-T. ; (2006) Behavioural Proximity Approach for Alarm Correlation in Telecommunication Networks . In: Springer eds. LNCS on Advances in Artificial Intelligence, (Vol. 4293) -- IEEE CS 5th International Conference on Artificial Intelligence (MICAI'06) Mexico City, Mexico, , 13-NOV-06 - 13-NOV-06 , pp.674-683 [Details]
Huang, B.Q. and Kechadi, M-T.; (2006) A Fast Feature Selection Model for Online Handwriting Symbol Recognition The 5th IEEE International Conference on Machine Learning and Applications (ICMLA'06) Orlando, Florida, USA, , 14-DEC-06 - 16-DEC-06 [Details]
Bellec, J.H. and Kechadi, M-T. ; (2006) Towards a Formal Model for the Network Alarm Correlation Problem The 6th WSEAS Conference on Simulation, Modelling, and Optimisation (SMO'06) Lisbon, Portugal, , 22-SEP-06 - 24-SEP-06 [Details]
Di Martino, S. and Ferrucci, F. and Bertolotto, M., and Kechadi, M-T.; (2006) Towards a Flexible System for Exploratory Spatio-Temporal Data Mining and Visualization Workshop on Visualization, Analytics & Spatial Decision Support (in GIScience’06) Münster, Germany, , 20-SEP-06 - 23-SEP-06 [Details]
Preda, C. and Duhamel, A and Picavet, M. and Kechadi, M-T.; (2005) Gestion des Données Manquantes dans les Grandes Bases de Données en Santé 11emes Journées Francophones Informatique Médicale (JFIM'05) Lille, France, , 12-MAY-05 - 13-MAY-05 [Details]
Low, K.S. and Kechadi, M-T. ; (2005) Flexible Manufacturing Cyclic Scheduling by Recurrent Neural Networks The 2nd Multidisciplinary Conference on Scheduling: Theory and Applications (MISTA’05) New York, USA, , 18-JUL-05 - 21-JUL-05 [Details]
Rashid, T. and Kechadi, M-T. ; (2005) Neural Networks for Daily Peak Load Forecasting The 7th Int'l. Conference on Computational Intelligence and Neural Computing (CINC 2005) Salt Lake City, UT, USA, , 21-JUL-05 - 26-JUL-05 [Details]
Rashid, T. and Kechadi, M-T.; (2005) Neural Networks Effective Approach for Energy Load Forecasting The IASTED Int’l. Conference on Education and Technology (ICET 2005) Calgary, Alberta, Canada, , 04-JUL-05 - 06-JUL-05 [Details]
Sogrin, M. and Kechadi, M-T. and Kushmerick, N.; (2005) Increasing Text Database Selection Accuracy by Latent Semantic Analysis The 28th Int’l. ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR’05) Salvador, Brazil, , 15-AUG-05 - 19-AUG-05 [Details]
Rashid, T. and Kechadi, M-T. ; (2005) Study of Artificial Neural Networks for Daily Peak Electricity Load Forecasting The 2nd Int’l. Conference on Information Technology (ICIT 2005) Amman, Jordan, , 03-MAY-05 - 05-MAY-05 [Details]
Rashid, T. and Kechadi, M-T. ; (2005) On-line Training and Testing Load Forecasting Using a Multi-Context Recurrent Neural Network International Symposium on Forecasting (ISF’05) San Antonio, Texas, USA, , 12-JUN-05 - 15-JUN-05 [Details]
Hudzia, B. and McDermott, L. and Ellahi, T.N. and Kechadi, M-T. ; (2005) Entity Based Peer-to-Peer in a Data Grid Environment The 17th IMACS World Congress Scientific Computation, Applied Mathematics and Simulation Paris, France, , 11-JUL-05 - 15-JUL-05 [Details]
Rashid, T. and Kechadi, M-T. ; (2005) Practical Approach for Electricity Load Forecasting The 2nd Int’l. Conference on Artificial Intelligence and Soft Computing (AISC 2005) Istanbul, Turkey, , 27-APR-05 - 29-APR-05 [Details]
Mc Manus, A. and Kechadi, M-T.; (2004) Augmented Precision & Recall in Mining Large Datasets Int'l. Conference on Computing, Communications and Control Technologies Austin, Texas, USA, , 14-AUG-04 - 17-AUG-04 [Details]
Aljundi, A.C. and Dekeyser, J-L. and Kechadi, M-T. and Scherson, I.D.; (2002) Comparative simulations and performance evaluation of MCRB networks using multidimensional queue management Intl. Symp. on Performance Evaluation of Computer and Telecommunication Systems San Diego, USA, , 14-JUL-02 - 19-JUL-02 [Details]
Kechadi, M-T. and Dekeyser, J-L. ; (1991) Disordered vector pipelined processor Int’l. Workshop on Parallel Computing (IMMS'91) Trany, Italy, , 10-SEP-91 - 13-SEP-91 [Details]
A.C. Aljundi and M-Tahar Kechadi,; (2001) Routing Techniques in the MCRB Network 7th Int'l. Symposium on Computer Architectures, April 2001 Paris, France, [Details]
Bertolotto, M. and Di Martino, S. and Ferrucci, F. and Kechadi, M-T.; (2006) A Visualization Tool for Spatio-Temporal Data Mining Int'l. Workshop on Visual Languages and Computing (VLC'06) Grand Canyon, USA, , 30-AUG-06 - 01-SEP-06 [Details]
Hudzia, B. and McDermott, L. and Ellahi, T.N. and Kechadi, M-T.; (2006) A Java Based Architecture of P2P-Grid Middleware International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA'06) Las Vegas, Nevada, USA, , 10-JUN-06 - 12-JUN-06 [Details]
LeKhac, N.A. and Kechadi, M-T. and Carthy, J.; (2006) ADMIRE Framework: Distributed Data Mining on Data-Grid Platforms Int'l. Conference on Software and Data Technologies (ICSOFT’06) Setubal, Portugal, , 11-SEP-06 - 14-SEP-06 [Details]
Low, K.S. and Kechadi, M-T.; (2006) Application of Improved Hopfield Network to Cyclic Task Scheduling The 12th IFAC Symposium on Information Control Problems in manufacturing (INCOM'06) Saint-Etienne, France, , 17-MAY-06 - 19-MAY-06 [Details]
Rashid, T. and Gleeson, B. and Kechadi, M-T. ; (2006) Neural Network Based Methods for Electric Load forecasting The 3rd International Conference on Cybernetics and Information Technologies, Systems and Applications (CITSA'06) Orlando, Florida, USA, , 20-JUL-06 - 23-JUL-06 [Details]
Bellec, J., Kechadi, M-T. Carthy, J.; (2005) A New Efficient Clustering Algorithm for Network Alarm Analysis The 17th IASTED Int'l. Conference on Software Engineering and Applications (SEA'05) [Details]
Bertolotto, M. and Di Martino, S. and Ferrucci, F. and Kechadi, M-T.; (2006) Visualization Tool for Spatio-Temporal Data Mining International Workshop on Visual Languages and Computing (VLC'06) Grand Canyon, USA, , 30-AUG-06 - 01-SEP-06 [Details]
Ellahi, T.N. and Kechadi, M-T.; (2006) Transparent Migration of Multi-Threaded Applications on a Java-Based Grid The IASTED International Conference on Web Technologies, Applications, and Services (WTAS'06) Calgary, Alberta, Canada, , 17-JUL-06 - 19-JUL-06 [Details]
Hudzia, B. and McDermott, L. and Ellahi, T.N. and Kechadi, M-T. ; (2006) Security Framework for P2P Grid Systems Int'l. Symposium on Parallel and Distributed Computing (ISPDC'06) Timisoara, Romania, , 06-JUL-06 - 09-JUL-06 [Details]
Akhtar, M.W. and Kechadi, M-T. ; (2006) Scalable Dynamic Load Balancing for P2P Irregular Network Topologies 7th Int’l. Conference on Computing (CORE 2006) Mexico City, , 08-MAY-06 - 10-MAY-06 [Details]
Akhtar, M.W. and Kechadi, M-T. ; (2006) On the efficiency of Dynamic Load Balancing on P2P Irregular Network Topologies Int'l. Symposium on Parallel and Distributed Computing (ISPDC'06) Timisoara, Romania, , 06-JUN-06 - 09-JUN-06 [Details]
Hudzia, B. and Kechadi, M-T. and Ottewill, A. ; (2005) TreeP: A Tree-Based P2P Network Architecture International Workshop on Algorithms, Models and tools for parallel computing on heterogeneous networks (HeteroPar'05) Boston, Massachusetts, USA, , 27-SEP-05 - 30-SEP-05 [Details]
Preda, C. and Duhamel, A. and Picavet, M. and Kechadi, M-T. ; (2005) Tools for Statistical Analysis with Missing Data: Application to a Large Medical Database The 19th Int'l. Congress of the European Federation for Medical Informatics(MIE 2005) Geneva, Switzerland, , 01-SEP-05 - 03-SEP-05 [Details]
Fitzgerald, T. and Kechadi, M-T. ; (2005) Fuzzy Logic Approach to Handwritten Mathematical Expression Recognition The 3rd Annual IRCSET Symposium Dublin, Ireland, , 03-NOV-05 - 04-NOV-05 [Details]
Akhtar, M.W. and Kechadi, M-T.; (2005) Dynamic Load Balancing of Content Requests in Peer to Peer Systems The 17th IASTED Int'l. Conference on Parallel and Distributed Computing and Systems (PDCS'05) Phoenix, AZ, USA, , 14-NOV-05 - 16-NOV-05 [Details]
Huang, B.Q., Fitzgerald, T. Kechadi, M-T. ; (2006) An Efficient Hybrid Approach for Online Recognition of Handwritten Symbols . In: Springer eds. LNCS on Advances in Artificial Intelligence, (Vol. 3789) -- The 4th Mexican International Conference on Artificial Intelligence (MICAI'05) Monterrey, Nuevo Loen, Mexico, , 14-NOV-05 - 18-NOV-05 , pp.843-853 [Details]
Ellahi, T.N. and Hudzia, B. and McDermott, L. and Kechadi, M-T.; (2006) Entity Management and Security in P2P Grid Framework 7th Int'l. Conference on Computing, Journal Research in Computing Science Mexico City, Mexico, , 08-MAY-06 - 10-MAY-06 [Details]
Akhtar, M.W. and Kechadi, M-T. ; (2006) Dynamic Load balancing for TreeP Computational Grid International Conference on Web Technologies, Applications, and Services (WTAS'06) Calgary, Alberta, Canada, , 17-JUL-06 - 19-JUL-06 [Details]
Genoe, R. and Fitzgerald, J.A. and Kechadi, M-T.; (2006) An Online Fuzzy Approach to the Structural Analysis of Handwritten Mathematical Expressions IEEE World Congress on Computational Intelligence (WCCI'06) Vancouver, BC, Canada, , 16-JUL-06 - 21-JUL-06 [Details]
Low, K.S. and Kechadi, M-T. and Dupas, R. and Tiente, H. and G. Goncalves, G.; (2005) Recurrent Neural Network Based Approach for Flexible Manufacturing Scheduling Systems Intl. Conference on Industrial Engineering and Systems Management (IESM05) Marrakech, Morocco, , 16-MAY-05 - 19-MAY-05 [Details]
Huang, B.Q. and Kechadi, M-T. ; (2005) A Recurrent Neural Network Recogniser for Online Recognition of Handwritten Symbols The 7th Intl. Conference on Enterprise Information Systems (ICEIS05) Miami, Florida, USA, , 24-MAY-05 - 28-MAY-05 [Details]
Akhtar, M.W. and Kechadi, M-T.; (2005) Efficient Two-Pass Dynamic Load Balancing for Computational Clusters The 23rd IASTED Intl. Conference on Parallel and Distributed Computing and Networks (PDCN 2005) Innsbruck, Austria, , 15-FEB-05 - 17-FEB-05 [Details]
Rashid, T. and Kechadi, M-T.; (2005) Multi-Context Recurrent Neural Networks for Energy Load Forecasting The IASTED Intl. Conference on Artificial Intelligence and Applications (AIA 2005) Innsbruck, Austria, , 15-FEB-05 - 17-FEB-05 [Details]
Low, K.S. and Kechadi, M-T. ; (2005) Evaluation of a Neural Network Approach on FMS Cyclic Task Scheduling Problem The IASTED Intl. Conference on Artificial Intelligence and Applications (AIA 2005) Innsbruck, Austria, , 15-FEB-05 - 17-FEB-05 [Details]
K.S. Low and M-T. Kechadi; (2004) A Neural Network Model for Flexible Manufacturing Cyclic Scheduling Systems The 23rd Annual Workshop of the UK Planning and Scheduling Special Interest Group (PlanSIG) Cork, Ireland, , 20-DEC-04 - 22-DEC-04 [Details]
Kechadi, M-T. et al. ; (2004) Suitability of Two Associative Memory Neural Networks to Character Recognition . In: Springer eds. LNCS on Advances in Artificial Intelligence, (Vol. 3339) -- The 17th ACS Joint Conference on Artificial Intelligence Cairns, Australia, , 06-DEC-04 - 10-DEC-04 , pp.886-897 [Details]
Cronin, A. and McEnery, O. and Kechadi, M-T. and F. Geiselbrechtinger,; (2004) Comparative Analysis of Two Associative Memory Neural Networks 16th IEEE International Conference on Tools with Artificial Intelligence Boca Raton, Florida, USA, , 15-NOV-04 - 17-NOV-04 [Details]
Akhtar, M.W. and Kechadi, M-T.; (2004) Dynamic Load Balancing on Irregular Networks Embedded in Hyper-Cubes 16th IASTED International Conference on Parallel and Distributed Computing and Systems MIT, Cambridge, MA, USA, , 09-NOV-04 - 11-NOV-04 [Details]
Rashid, T. and Kechadi, M-T.; (2004) Short-term Energy Load Forecasting Using Recurrent Neural Networks The IASTED International Conference on Artificial Intelligence and Soft Computing Marbella, Spain, , 01-SEP-04 - 03-SEP-04 [Details]
Fitzgerald, T. and Kechadi, M-T. and Geiselbrechtinger, F. ; (2004) Application of Fuzzy Logic to Online Handwriting Recognition The 9th International Workshop on Frontiers in Handwriting Recognition Tokyo, Japan, , 26-OCT-04 - 29-OCT-04 [Details]
McNulty, R. and Kechadi, M-T. and Barczyk, A. and Dufey, J.P. and Jost, B. and Neufeld, N. and Shears, T.; (2004) Simulations and Prototyping of the LHCb Level1 and High Level Trigger International Conference on Computing in High Energy Physics ( CHEP04) Interlaken, Switzerland, , 27-SEP-04 - 01-OCT-04 [Details]
A. Mc Manus and M-T. Kechadi ; (2004) Scalability Issue in Mining Large Datasets 5th Int'l. Conference on Data Mining, Text Mining and their Business Applications Malaga, Spain, , 15-SEP-04 - 17-SEP-04 [Details]
Kennedy, S. and Kechadi, M-T.; (2004) A New Distributed Approach to Data Mining Based on Fuzzy logic Techniques Int'l. Conference on Computing, Communications and Control Technologies (CCCT'04) Austin, Texas, USA, , 14-AUG-04 - 17-AUG-04 [Details]
Savvas, I. and Kechadi, M-T. ; (2004) Dynamic Task Scheduling in Computing Cluster Environments Int'l. Workshop on Algorithms, Models and tools for parallel computing on heterogeneous networks (HeteroPar'04) Cork, Ireland, , 05-JUL-04 - 08-JUL-04 [Details]
Ellahi, T.N. and Kechadi, M-T. ; (2004) Distributed Resource Discovery In Wide Area Grid Environments . In: Springer eds. LNCS on Computational Science, (Vol. 3038) -- The 1st International Workshop on Active and Programmable Grids Architectures and Components APGAC'04 Krakow, Poland, , 06-JUN-04 - 09-JUN-04 , pp.210-217 [Details]
Akhtar, M.W. and Kechadi, M-T.; (2004) Dynamic Load Balancing Based on an Embedding Approach Annual Symposium on Scientific and Engineering Computation Limerick, Ireland, , 21-MAY-04 - 22-MAY-04 [Details]
Fitzgerald, T. and Geiselbrechtinger, F. and Kechadi, M-T. ; (2004) Feature Extraction of Handwritten Characters Using Chording and Fuzzy Logic . In: Springer eds. LNCS on Advances in Artificial Intelligence, (Vol. 3060) -- The 7th Int'l. Conference on Artificial Intelligence London, Ontario, Canada, , 17-MAY-04 - 19-MAY-04 , pp.493-498 [Details]
McDermott, L. and Kechadi, M-T. ; (2004) Evaluation of Distributed Object Systems on Heterogeneous Computing Platforms IEEE, Int’l. Conference on Information and Communication Technologies: From Theories to Applications, (ICTTA'04) Omayyad Palace, Damascus, Syria, , 19-APR-04 - 23-APR-04 [Details]
Aljundi, A.C. and Dekeyser, J-L. and Kechadi, M-T. ; (2004) On the Scalability of Multistage Interconnection Networks IEEE, Int’l. Conference on Information and Communication Technologies: From Theories to Applications, (ICTTA'04) Omayyad Palace, Damascus, Syria, , 19-APR-04 - 23-APR-04 [Details]
Huang, B.Q. and Rashid, T. and Kechadi, M-T. ; (2004) A New Modified Network Based on the Elman Network The IASTED Int'l. Conference on Artificial Intelligence and Applications (AIA 2004) Innsbruck, Austria, , 16-FEB-04 - 18-FEB-04 [Details]
I. Savvas and M.-T. Kechadi,; (2003) Scheduling Computing Intensive Tasks in Peer-to-Peer Computing Environments IEEE Intl. Conference on Cluster Computing, December Hong Kong, , 01-DEC-03 - 04-DEC-03 [Details]
Fitzgerald, T. and Cronin, A. and Kechadi, M-T. and Geiselbrechtinger, F. ; (2003) Pen-Based Input of Mathematical Expressions 1st Annual IRCSET Symposium Dublin, Ireland, , 07-NOV-03 - 08-NOV-03 [Details]
Savvas, I. and Kechadi, M-T. ; (2003) On The Load Distribution and Performance of Meta-Computing Systems ISPDC03; International Symposium on Parallel and Distributed Computing, (ISPDC'03) Ljubljana, Slovenia, , 13-OCT-03 - 17-OCT-03 [Details]
Kennedy, S. and Kechadi, M-T. ; (2003) Examining the Scalability of K-means on High Dimensional Datasets 14th Irish Artificial Intelligence and Cognitive Science (AICS03), Dublin, Ireland, September, 17-19, 2003 Dublin, Ireland, , 17-SEP-03 - 19-SEP-03 [Details]
Rashid, T. and Huang, B.Q. and Kechadi, M-T. ; (2003) A new Simple Recurrent Network with Real-Time Recurrent Learning Process 14th Irish Artificial Intelligence and Cognitive Science (AICS03) Dublin, Ireland, , 17-SEP-03 - 19-SEP-03 [Details]
Savvas, I. and Kechadi, M-T. ; (2003) Task Scheduling Using Tabu Search Heuristic Techniques The 13th national Conference on Operation Research Larissa, Greece, , 15-SEP-03 - 19-SEP-03 [Details]
Savvas, I. and Kechadi, M-T. ; (2004) Performance Study of Scheduling Mechanisms for Peer-to-Peer Computing Environments . In: Springer eds. LNCS on Parallel Processing and Applied Mathematics, (Vol. 3019) -- Intl. Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Networks (HeteroPar03) Czestochova, Poland, , 07-SEP-03 - 10-SEP-03 , pp.954-962 [Details]
Ellahi, T.N. and Kechadi, M-T. ; (2003) Uniform Resource Specification Model for Heterogeneous Grid Environments Annual Symposium of Irish Society for Scientific & Engineering Computation Dublin, Ireland, , 23-MAY-03 - 24-MAY-03 [Details]
Aljundi, A.C. and Kechadi, M-T. and Dekeyser, J-L.; (2003) A Study of an Evaluation Methodology for Unbuffered Multistage Interconnection Networks IEEE Intl. Workshop on Performance Modeling, Evaluation, and Optimisation of Parallel and Distributed Systems (PMEO-PDS03) Nice, France, , 22-APR-03 - 26-APR-03 [Details]
Low, K.S. and Kechadi, M-T. ; (2002) Cyclic Task Scheduling in Manufacturing Production Line Using Neural Networks IEEE Int’l. Conference on Systems, Man and Cybernetics Hammamet, Tunisia, , 06-OCT-02 - 09-OCT-02 [Details]
Savvas, I. and Kechadi, M-T.; (2002) Some Results on the Load Distribution of Heterogeneous Distributed Systems IEEE Int'l. Conference on Systemics, Cybernetics, and Informatics Orlando, Florida, USA, , 14-JUL-02 - 18-JUL-02 [Details]
Kechadi, M-T.; (2002) MCRB: A New Interconnection Network for Multiprocessor Systems Intl. Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA'02) Las Vegas, Nevada, USA, , 24-JUN-02 - 27-JUN-02 [Details]
Kechadi, M-T. and Goncalves, G.; (2000) A Genetic Approach to an Industrial Cyclic Scheduling Problem Proceedings of International Conference WPPC-2000 Mons, Belgium, , 02-OCT-00 - 04-OCT-00 [Details]
Kechadi, M-T. ; (1999) Recurrent Neural Network Approach for Partitioning Irregular Graphs . In: Springer eds. LNCS on High Performance Computing and Networking, (Vol. 1593) -- High Performance Computing and Networking Amsterdam, Netherlands, , 12-APR-99 - 14-APR-99 , pp.450-459 [Details]
Kechadi, M-T.; (1999) On the Performance of Positional Scan Load Balancing Algorithm on Parallel Distributed Computers PEuropean Conference, EURO-CM-PAR-99 Weimar, Germany, , 20-MAR-99 - 25-MAR-99 [Details]
M-Tahar Kechadi; (1998) Dynamic Scheduling for Weighted task Graphs Proceedings of Supercomputing'98 Orlando, Florida. USA, , 07-NOV-98 - 13-NOV-98 [Details]
Kechadi, M-T.; (1998) A Parallel Technique for Graph Partitioning Problems . In: Springer eds. LNCS on High Performance Computing and Networking, (Vol. 1401) -- Int'l. Conference on High Performance Computing and Networking'98 Amsterdam, Netherlands, , 20-APR-98 - 23-APR-98 , pp.449-457 [Details]
Hegarty, D.F. and Kechadi, M-T. ; (1997) Topology Preserving Dynamic Load Balancing for Parallel Molecular Simulations ACM/IEEE Int’l. Conference on Supercomputing San Jose, CA. USA, , 15-NOV-97 - 21-NOV-97 [Details]
Kechadi, M-T. et al.; (1997) Using Neural Networks to Predict the Compactness of Folded Polymers International Conference on the Morphology and Kinetics of Phase Separating Complex Fluids Messina, Italy, , 24-JUN-97 - 28-JUN-97 [Details]
Hegarty, D.F. and Kechadi, M-T. and Dawson, K.A.; (1996) Dynamic Load Balancing for a Parallel Molecular Simulation Environment ACM/IEEE, Int’l. Supercomputing Conference Pittsburgh, PA. USA, , 17-NOV-96 - 22-NOV-96 [Details]
Hegarty, D.F. and Kechadi, M-T. and Dawson, K.A. ; (1996) Dynamic Domain Decomposition and Load Balancing for Parallel Molecular Simulations . In: Springer eds. LNCS on Applied Parallel Computing, (Vol. 1041) -- Conference on Scientific Computing in Europe (SC'96) Dublin, Ireland, , 02-SEP-96 - 04-SEP-96 , pp.303-312 [Details]
Hegarty, D.F. and Kechadi, M-T. and Dawson, K.A. ; (1996) On the Crossover Points for Dynamic Load Balancing of Long-Chained Molecules . In: Springer eds. LNCS on Applied Parallel Computing, (Vol. 1184) --  Workshop on Applied Parallel Scientific Computing in Industrial Problems and Optimisation Lyngby, Denmark, , 18-AUG-96 - 21-AUG-96 , pp.388-397 [Details]
M-Tahar Kechadi, Andei Moskalenko, David F. Hegarty and Kenneth A. Dawson,; (1996) On the Optimal Solution for Connected Graph Partitioning Intl. Symposium on Parallel Architectures, Algorithms, and Network, Beijing, China, June 12-14, 1996 Beijing, China, , 12-JUN-96 - 14-JUN-96 [Details]
Kiernan, P. and Kechadi, M-T. and Dawson, K.A. ; (1996) A Threshold Heuristic Scheduling Algorithm in Parallel and Distributed Systems Intl.Workshop on Parallel Algorithms (WOPA'96) Philadelphia, PA, USA, , 25-MAY-96 - 26-MAY-96 [Details]
Hegarty, D.F. and Kechadi, M-T. and Dawson, K.A.; (1996) Algorithme de Load-Balancing Préservant la Loacalité de Décomposition Actes des 8es Rencontres Francophones du Parallélisme (RenPar'96) Bordeaux, France, , 20-MAY-96 - 24-MAY-96 [Details]
o M-Tahar Kechadi, Paul Kiernan, David F. Hegarty and Kenneth A. Dawson,; (1996) Parallel Simulation Environment for Polymers, DNA and Protein Molecular Chain . In: Springer eds. LNCS on High-Performance Computing and Networking, (Vol. 1067) -- The Intl. Conf. on High-Performance Computing and Networking Brussels, Belgium, , 15-APR-96 - 21-APR-96 , pp.373-378 [Details]
o David F. Hegarty, M-Tahar Kechadi and Kenneth A. Dawson,; (1995) Dynamic Domain Decomposition and Load Balancing for Parallel Simulations of Long Chained Molecules Proc. of PARA95, Workshop on Applied Parallel Computing in Physics, Chemistry and Engineering Science, Lyngby, Denmark, August 22-24, 1995 Lyngby, Denmark, , 22-AUG-95 - 24-AUG-95 [Details]
Kechadi, M-T., Hegarty, D.F. and Dawson, K.A. ; (1995) Massively Parallel Methods for Polymer, DNA and Protein Simulations RenPar7, Actes des 7es Rencontres Francophones du Parallélisme Mons, Belgium, , 30-MAY-95 - 02-JUN-95 [Details]
M-Tahar Kechadi, J-Luc Dekeyser et P. Preux,; (1993) Disordered vector pipelined processor Proc. ISMM Workshop on Parallel Computing, Trani, Italie, September 1991 Trani, Italie, , 10-SEP-93 - 13-SEP-93 , pp.36-39 [Details]
Kechadi, M-T. and Dekeyser, J-L. ; (1993) An Out-of-Order Execution Model for Vector Pipeline Multiprocessor Systems Workshop on Parallel and Distributed Processing (WP&DP93) Sofia, Bulgaria, , 04-MAY-93 - 07-MAY-93 [Details]
Kechadi, M-T. and Dekeyser, J-L. and Marquet, P. ; (1992) Performance Improvement for Vector Pipeline Multiprocessor Systems Using a Disordered Execution Model Intl Symp. on Computer Architecture (ISCA92), Queensland, Australie, (Rapport ERA--105, Laboratoire Informatique Fondamentale de Lille I, Université des Sciences et Technologies de Lille, March 1992 Queensland, Australia, , 19-MAY-92 - 21-MAY-92 , pp.433-438 [Details]
Kechadi, M-T. and Dekeyser, J-L. and Marquet, P. ; (1992) Résolution de conflits daccès à la mémoire par désordonnancement RenPar4, 4emes Rencontres du Parallélisme, Villeneuve dAscq Villeneuve d?Ascq, France, , 18-MAR-92 - 21-MAR-92 , pp.96-100 [Details]
   

Editorial

Lastovetsky, A,Kechadi, T; (2010) RECENT ADVANCES IN PARALLEL VIRTUAL MACHINE AND MESSAGE PASSING INTERFACE. Editorial [DOI] [Details]
             

Workshops

J. A. Fitzgerald, F. Geiselbrechtinger, and T. Kechadi,; (2004) Application of Fuzzy Logic to Online Recognition of Handwritten Symbols. Workshops [Details]
                                                                                           

Research

Research Interests

My current research interests are primary in:
¿    Problem of Clustering in Machine Learning and Data Mining,
¿    Data Mining and Large-Scale Distributed data mining Techniques,
¿    Digital Forensics and Cybercrime investigations.


My current research projects¿ goals are twofold:

  1. Design, develop and implement innovative distributed data mining techniques for real-world data intensive applications, such as healthcare, digital forensics and cybercrime, telecommunication systems, banking and finance.
  2. Provide these techniques with services and middleware tools in order to take advantage of the available distributed platforms such as the Cloud Computing.
I did my postgraduate research in the area of the architecture of vector machines and their performance. After completing my PhD, I moved into the field of the development of efficient algorithms and tools for real-world applications. My initial research in the area was on the design of efficient parallel algorithms for protein folding applications. These algorithms were implemented on a Maspar MPP with 16K processors. I gained significant experience from these data-intensive real-word applications. The problem then is how to manage and process all these huge volumes of data. Both the analysis of large data-sets and the computing environments created new problems and challenges for efficient execution and optimal system performance. This brought me to look at the challenges of the data mining in the distributed environment. Recently, I am specifically looking at these issues from computer forensics and cybercrime investigation and finance perspectives

 

Research Projects

Sponsor : University College Dublin (UCD)
Title : large Scale Data Analytics
Start Date / End Date : 08-DEC-15 / 31-DEC-17
Sponsor : Royal Embassy of Saudi Arabia
Title : Streamed forensic data analysis, application to steganography prevention on a video-stream
Start Date / End Date : 01-SEP-15 / 31-AUG-16
Sponsor : HORIZON 2020
Title : Big data against childhood Obesity (BigO)
Start Date / End Date : 01-DEC-16 / 30-NOV-20
Sponsor : University College Dublin (UCD)
Title : OBRSS Research Support Scheme
Start Date / End Date : 01-NOV-16 / 31-OCT-19
Sponsor : Irish Research Council (IRC)
Title : RADHA: Study of Dynamic Relationships between Therapeutic Metrics and Outcomes of Care: A Data Mining Approach
Start Date / End Date : 01-MAR-15 / 28-FEB-17
Sponsor : Enterprise Ireland (EI)
Title : Continuous and Collaborative Support and Monitoring for Patients through a Unified Framework
Start Date / End Date : 18-NOV-14 / 17-AUG-15
Sponsor : Iconix Consulting Sdn. Bhd.
Title : Insight - Iconix - Industry
Start Date / End Date : 01-JUL-15 / 30-JUN-19
Sponsor : Enterprise Ireland (EI)
Title : Smart Personalised Training Programmes based on Genetic Performance Markers Testing
Start Date / End Date : 01-JAN-15 / 30-JUN-15
Sponsor : Irish Research Council (IRC)
Title : MIRA: Modern Information System approach for Efficient Management and Analysis of Caredoc data
Start Date / End Date : 01-MAR-15 / 28-FEB-19
Sponsor : Irish Research Council for Science Engineering and Technology (IRCSET)
Title : MATHPAD: Pen-based input of mathematical expressions
Start Date / End Date : 01-OCT-02 / 30-SEP-05
Sponsor : Irish Research Council for Science Engineering and Technology (IRCSET)
Title : Distributed data mining
Start Date / End Date : 01-OCT-06 / 30-SEP-09
Sponsor : Enterprise Ireland (EI)
Title : Parallel implementation of molecular chain simulations using multithreaded environment on high performance networks
Start Date / End Date : 30-APR-99 / 29-APR-00
Sponsor : Enterprise Ireland (EI)
Title : Towards genetic algorithms and neural network techniques on cyclic scheduling problems
Start Date / End Date : 01-MAY-01 / 30-APR-02
Sponsor : Enterprise Ireland (EI)
Title : Definition & duplementation of Chordal ring based interconnection networks as alignment networks for shared memory multiprocessor systems
Start Date / End Date : 30-APR-02 / 29-APR-03
Sponsor : Enterprise Ireland (EI)
Title : On the Performance of the MCRB Interconnection Network in a Real Time Multiprocessor Environment
Start Date / End Date : 01-OCT-03 / 30-SEP-04
Sponsor : Enterprise Ireland (EI)
Title : The application of GAs2 Techniques to cyclic task scheduling
Start Date / End Date : 01-FEB-04 / 28-FEB-04
Sponsor : European Commission FP6
Title : ADMIRE: A distributed Data-mining Infrastructure
Start Date / End Date : 01-FEB-05 / 31-JAN-08
Sponsor : UCD School of Computer Science and Informatics
Title : Distributed data mining
Start Date / End Date : 01-SEP-06 / 01-SEP-12
Sponsor : Enterprise Ireland (EI)
Eircom
Title : predictive modelling and customer churn in telecommunications
Start Date / End Date : 01-JUN-07 / 15-NOV-09
Sponsor : University College Dublin (UCD)
Title : Digital Forensics and Cybercrime research collaboration initiative
Start Date / End Date : 01-JUN-07 / 30-JUN-09
Sponsor : Science Foundation Ireland (SFI)
Title : Euro PVM/MPI 2008 Dublin, Ireland
Start Date / End Date : 01-JAN-08 / 31-DEC-08
Sponsor : Irish Research Council for Science Engineering and Technology (IRCSET)
Title : Application of Data Grid Techniques and tools for System on Chip
Start Date / End Date : 01-FEB-09 / 31-DEC-09
Sponsor : CitiBank Ireland
Title : Application of Data Mining to Anti Money Laundering
Start Date / End Date : 05-OCT-08 / 04-JAN-10
Sponsor : Enterprise Ireland (EI)
Title : Mathpad: a recognition system for handwritten mathematics
Start Date / End Date : 15-SEP-09 / 14-SEP-10
Sponsor : Irish Research Council for Science Engineering and Technology (IRCSET)
Title : Detection and quantification of the illegal downloading of copyrighted material through the analysis of popular peer-to-peer filesharing networks
Start Date / End Date : 31-DEC-09 / 30-DEC-12
Sponsor : Enterprise Ireland (EI)
Title : Security and Digital Forensic Investigation on Cloud Computing
Start Date / End Date : 01-JUL-10 / 31-DEC-10
Sponsor : EC Framework (FP7)
Title : Integrated geo-spatial information technology and its application to resource and environmental management towards the GEOSS (IGIT)
Start Date / End Date : 03-JAN-11 / 02-JAN-15
Sponsor : Citibank Europe PLC
Title : Project Creation Research
Start Date / End Date : 31-MAY-10 / 31-MAY-11
Sponsor : Enterprise Ireland (EI)
Title : Security and Digital Forensic Investigation on Cloud Computing
Start Date / End Date : 22-SEP-11 / 21-SEP-12
Sponsor : The Cultural Service of the French Embassy
Title : Ontology Learning and Web Mining
Start Date / End Date : 01-NOV-12 / 31-OCT-14
Sponsor : Enterprise Ireland (EI)
Title : Security - Framework for the Automated Exploitation of Forensic Data
Start Date / End Date : 26-SEP-12 / 26-MAY-13
Sponsor : EC - DG Home Affairs (DG HOME)
University College Dublin (UCD)
Title : Fighting International Internet Paedophilia (FIIP)
Start Date / End Date : 01-OCT-12 / 30-SEP-16

Recent Postgraduates

Current Postgraduate Students

Antonio Bevilacqua, Doctor of Philosophy (PhD)   -   Thesis Supervisor
Alexander Cronin, Doctor of Philosophy (PhD)   -   Thesis Supervisor
Caroline Fenlon, Doctor of Philosophy (PhD)   -   Secondary Supervisor
An Thien Ngoc Nguyen, Doctor of Philosophy (PhD)   -   Thesis Supervisor
Malika Bendechache, Doctor of Philosophy (PhD)   -   Thesis Supervisor
Muhammad Faheem, Doctor of Philosophy (PhD)   -   Secondary Supervisor
Jason Farina, Doctor of Philosophy (PhD)   -   Thesis Supervisor
Sharifa Mohamed, Master of Science (MSc)   -   Thesis Supervisor
Tania Malik, Doctor of Philosophy (PhD)   -   Secondary Supervisor
Michelle Cunniffe, Doctor of Philosophy (PhD)   -   Thesis Supervisor
Patrick Tobin, Doctor of Philosophy (PhD)   -   Thesis Supervisor
Ayidh Alharbi, Doctor of Philosophy (PhD)   -   Thesis Supervisor
Duncan Wallace, Doctor of Philosophy (PhD)   -   Thesis Supervisor
Samar Talpur, Doctor of Philosophy (PhD)   -   Thesis Supervisor

Teaching

Teaching Philosophy

As a teacher my main mission is to give students opportunities to learn and practice through class interaction interesting concepts and problem solving tools. I also try to give them enough opportunities to progressively build a rich foundation that helps them become effective, well skilled and prepared for real-life challenges.

Modules Coordinated

201600   COMP3006L     Computer Science: Software Engineering ProjectII
201600   COMP2005L     Computer Science: Networks and Internet Systems
201600   COMP2004L     Computer Science: Modern Operating Systems
201600   COMP41110     Computer Science: Cloud Computing
201600   COMP40370     Computer Science: Data Mining
201600   COMP3005L     Computer Science: Security
201600   COMP3001L     Computer Science: Data Mining: Theory & Practice
201600   COMP3002L     Computer Science: Distributed Systems
201600   COMP2006L     Computer Science: Software Engineering Project I
201600   COMP2003L     Computer Science: Formal Foundation of computing
201600   COMP2007L     Computer Science: Mobile App Development I
201600   COMP2001L     Computer Science: Data Structures and Algorithms
201600   COMP3008L     Computer Science: Artificial Intelligence
201600   COMP3004L     Computer Science: Object-Oriented Design
201600   COMP30520     Computer Science: Cloud Computing (UG)
201600   COMP3007L     Computer Science: Mobile App Development 2

Enhancement of Teaching

I frequently reflect on how I can maximise the opportunities for learning through efficient formulation of the course outcomes and syllabus, construction of hand-outs, selection of readings, classroom activities, choice of assessment methods, and feedback to students. Many studies suggested that about 90% of engineering and computer science students prefer learning by doing. This is captured both by Active/Reflective dimension (thinking aspect) and by Visual/Verbal dimension (experimental aspect). To this mind, I design my courses with the view to facilitate the learning of the required knowledge and the ability to apply it to new situations, which may not have been encountered yet. I always prepare my teaching materials, by defining the precise goals of each lecture, tutorial and practical, designing new exercises which are more effective to student learning, and returning feedback to students after each tutorial session. I always make sure that I have a deep knowledge and understanding of the subject matter, and seek ways to improve innovate, and be up-to-date. To do so, I organise student feedback, I take courses in teaching and learning, I carry out a statistical analysis on examination results, and I organise peer reviews of my teaching. As part of Module 2 of the UCD GDip in T&L I organised a number of peer review sessions with Dr. Tim McMahon, Teaching Development Officer of UCD¿s Centre of T&L. I have implemented all the recommendations of those reviews. Since, I continue to use peer reviews as part of my on-going personal teaching development.

Review and Enhancement of Curriculum

Each of my modules consists of lectures, practicals/tutorials, and homework/project components. Obviously, each class offers different challenges to disseminate the course material in a way that will maximise the learning of the students. Therefore, the weight given for these components depends on the module and its overall learning outcomes. Each lecture starts by stating clearly the learning outcomes of the session and hand-outs are made available to students before the lecture. They also contain small exercises/questions that are addressed during the session, as I encourage students to participate in lectures and practical/tutorials. A good assessment methodology should contribute to the development of problem solving skills, critical thinking and deep learning. I believe that the assessment should be a combination of various types of coursework, such as homework, programming project, laboratory testing, etc. So, I use continuous assessment method in all my modules. Computer Science is young and dynamic discipline and some concepts keep evolving over time. I keep updating my courses according to the technological advances and future trends in the IT sector. My projects usually constitute hands-on experience of some current technologies, such as developing software applications for new technology trends (smartphones, tablets). I usually implement some prototypes before setting the projects. By doing so, I can evaluate project degree of difficulty and identify all details that the students may need. Most of the projects are set to address in a step-by-step methodology some concepts covered in the course, and the students responded extremely well to this component. As Head of T&L, one of my missions is to review the curriculum. We spent a significant time in reviewing each module; identifying duplicates and major overlaps. So the modules are independent, even if in some cases they present some overlap, which is needed to make links between some modules.

Developing as a Teacher

I always make sure that I have a deep knowledge and understanding of the subject matter. I am very committed to teaching and continually seek ways to improve innovate, and be up-to-date. To do so, I organise student feedback, I take courses in teaching and learning, I carry out a statistical analysis on examination results and I organise peer reviews of my teaching. I have Graduate Diploma (GDip) is teaching and learning and made myself available as a mentor for subsequent cohort in the UCD GDip in T&L. I continue doing research in T&L and I have published few conference articles. These publications are (see also my publication list): - "The role a support centre can play to facilitate first years students in transition from secondary to tertiary level education", EFYE-2009, Netherlands. - "Teaching and Learning Methodologies to Support Student Transition", CSSI¿09, Ireland. - "Challenging the Norm in the Teaching of Practical Computer Science", ICEP-2009, Ireland. I coordinate numerous modules. Some of those modules are delivered by postdoctoral fellows for whom I act at a mentor. One of these fellows was recently hired as a college lecturer in the school. Moreover, I also act as a peer-observer to my colleagues.

Innovation & Leadership

- Inclusive Assessment Award: To support the development of an inclusive assessment strategy in my modules. This is funded through HEA Training of Trainers fund. - Research Publications in the area of T&L - I designed and implemented an International BSc degree in Computer Science in Sri Lanka. I am currently the director of this UCD Sri Lanka BSc international in Computer Science. - Head of Teaching and Learning (2007-2012) - Awarded Graduate Diploma in T&L (UCD 2006).