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Professor Tahar Kechadi

 

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Phone: +353 1 716 2478

Brief Biography

Professor M-Tahar Kechadi was awarded PhD and Masters degree - in Computer Science from University of Lille 1, France. He was appointed as lecturer at the Computer Science Department of Lille University. Subsequently he worked as a post-doctoral researcher under TMR program at UCD. He joined UCD in 1999 as a permanent staff member of the School of Computer Science & Informatics (CSI). 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 210 research articles in refereed journals and conferences. He serves on the scientific committees for a number of international conferences and he organised and hosted some 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.

Prof M-Tahar Kechadi has been involved in international collaborations, in particular with researchers at the Universities of Tennessee, Purdue, Lille and Artois (France) and CERN. He has been a visiting professor at the University of Artois – Bethune since 2002. Recently he has a strong collaboration with the most important Chinese Universities, such as Fudan University in Shanghai, and Fuzhou University. Since joining UCD, Prof Kechadi has built up a research group, Parallel Computational Research Group (PCRG) and currently he supervises 13 PhD students and 4 pot-doctoral fellows. He has supervised to completion 15 MSc by research and 13 PhD students. All these students are either holding lecturer positions in the academia or key positions (project leaders) in the companies that are currently working.

Research Interest

My current research interests are primary in:

  • Cloud and Grid computing software,
  • Distributed data mining on Grid/Cloud platforms,
  • Data mining in 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 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 Grid

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 application. 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 datasets 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.

arrow Publications 

Refereed journals of international standing as major/senior author

  1. Huang, B.Q., Kechadi, M-T., “Customer Churn Prediction in Telecommunications”, Journal of Expert Systems and applications,  39(1), 2012.
  2. Keyun R., Baggili I., Carthy, J., and Kechadi, M-T., “Survey on cloud forensics and critical criteria for cloud forensic capability: A preliminary analysis”, Journal of Network Forensics (JNF), (in press), 2011.
  3. D. Kahvedzic and M-T. Kechadi, “DIALOG: Digital Investigation Ontology”, Journal of Digital Forensics, Elsevier, (in press), 2011.
  4. Bellec, J-H., and Kechadi, M-T, “Behavioural Proximity Discovery: An Adaptive Approach for Root Cause Analysis”, The International Journal of Business Intelligence and Data Mining (IJBIDM), 6(3), 2011.
  5. Scanlon, M., Hannaway, A., and Kechadi, M-T., “Investigating Cybercrimes that Occur on Documented P2P Networks”, International Journal of Ambient Computing and Intelligence (IJACI), 3(2), 2011.
  6. Lastovetsky, A., and Kechadi, M-T., “Recent Advances in Parallel Virtual Machine and Message Passing Interface”, The International Journal of High Performance Computing Applications, 2011.
  7. Le-Khac, N-A., Markos, S., and Kechadi, M-T., “The Feasibility of using an automated Net Asset Value Validation tool in an international investment bank”, Journal of Technology and Investment, Scientific Research, ISSN 2150-4059, Vol.1, No.3, August, 2010.
  8. Huang, B.Q., and Kechadi, M-T., “A New Feature Set with New Window Techniques for Customer Churn Prediction in Land-line Telecommunications”, Journal of Expert Systems with Applications, (in press), 2009. (Available online)
  9. Huang, B.Q., and Kechadi, M-T., “Multi-objective Feature Selection by using NSGA-II for Customer Churn prediction in telecommunications”, Journal of Expert Systems with Applications, 2009. (Available online)
  10. D. Kahvedzic and M-T. Kechadi, “Extraction and Categorisation of User Activity from Windows Restore Points”, Journal of Association of Digital Forensics, Security and Law, (ADFSL), 2009.
  11. L. Aouad, N-A. Le-Khac and M-T. Kechadi. “Grid-based Approaches for Distributed Data Mining Applications”, In Journal of Algorithms & Computational Technology, ISSN 1748-3018, Multi-Science Publishing, 2009.
  12. L. Aouad, N-A. Le-Khac and M-T. Kechadi, "Performance Study of a Distributed Apriori-like Frequent Itemsets Mining Technique". Journal of Knowledge and Information Systems, 2009.
  13. Le-Khac, N.A., Aouad, L. and Kechadi, M-T. (2008) Knowledge Map Layer for Distributed Data Mining, Journal of ISAST Transactions on Intelligent Systems, 1(1), 46-55.
  14. 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, 3(2), 103-116.
  15. Le-Khac, N.A., Aouad, L. and Kechadi, M-T. (2008) An Efficient Knowledge Management Tool for Distributed Data Mining Environments, International Journal of Computational Intelligence Research.
  16. Lazar, S., Kechadi, M-T. and McNulty, R. (2008) Feicim: A Browser for Data and Algorithms, Journal of Physics: Conference Series, (10 pages).
  17. Bertolotto, M., Di Martino, S., Ferrucci, F. 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.
  18. Huang, B.Q., Rashid, T., and Kechadi, M-T. (2007) Multi-Context Recurrent Neural Network Time Series Applications, International Journal of Computational Intelligence, 3(1), 45-54.
  19. Rashid, T. and Kechadi, M-T. (2007) Auto-Regressive Recurrent Neural Network Approach for Electricity Load Forecasting, International Journal of Computational Intelligence, 3(1), 36-44.
  20. Aouad, L., Le-Khac, N.A. and Kechadi, M-T.  (2007) Distributed Frequent Itemsets Mining in Heterogeneous Platforms, Journal of Engineering, Computing and Architecture, SJI, 1(2), ISSN 1934-7197.
  21. Le-Khac, N.A., Aouad, L. and Kechadi, M-T. (2007) Distributed Knowledge Map for Mining Data on Grid Platform, International Journal of Computer Science and Network Security, 7(10), 98-107.
  22. Compieta, P., Di Martino, S., Bertolotto, M. and Kechadi, M-T. (2007) Exploratory Spatio-Temporal Data Mining and Visualization, Journal of Visual Languages and Computing, 18(3), 255-279.
  23. Ellahi, T.N. and Kechadi, M-T. (2007) Workflow Partitioning to Support Decentralised P2P based Enactment, Journal Research in Computing Science, 20, ISSN 1870-4069.
  24. Huang, B.Q. and Kechadi, M-T. (2007) A Structural Analysis Approach for Online Handwritten Mathematical Expressions, International Journal of Computer Science and Network Security, 7(8), 47-56.
  25. Aljundi, A.C., Dekeyser, J-L. and Kechadi, M-T. (2006) A Universal Performance Factor for Multi-Criteria Evaluation of Multistage Interconnection Networks, Journal of Future Generation of Computer Systems, Elsevier, 22(7), 794-804.
  26. 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), 2540-2549.
  27. Akhtar, M.W. and Kechadi, M-T. (2006) Scalable Dynamic Load Balancing for P2P Irregular Network Topologies, Journal Research in Computing Science, 17, ISSN 1665-9899.
  28. Ellahi, T.N., Hudzia, B., and Kechadi, M-T. (2006) Entity Management and Security in P2P Grid Framework, Journal Research in Computing Science, 17, ISSN 1665-9899.
  29. Kechadi, M-T. and Savvas, I. (2005) Dynamic Task Scheduling for Irregular Network topologies, Journal of Parallel Computing, 31(7), 757-776.
  30. Savvas, I. and Kechadi, M-T. (2004) Performance Study of a Dynamic Task Scheduling for Heterogeneous Distributed Systems, International Journal of Operational Research, HELORS, 4(3), 291-303.
  31. Mc Manus, A. and Kechadi, M-T. (2004) Scalability Issue in Mining Large Datasets, Journal of WIT Transaction Series on Information and Communication Technologies, Data Mining V, 33(5), 189-198.
  32. Aljundi, A.C., Kechadi, M-T. and Dekeyser, J-L. (2002) Comparative Simulations and Performance Evaluation of MCRB Networks Using Multidimensional Queue Management, Journal of Simulations, 12(4), 2002.
  33. Kechadi, M-T. (1999) Dynamic Load Balancing and Continuum Computation Problems, Journal of Computational Mechanics, CIVIL-Comp Press, 34(6): 245-259.
  34. Kechadi, M-T., Reilly, R.G., Timoshenko, E.G., Kusnetsov, Y.A. and Dawson, K.A., (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.
  35. Reilly, R.G., Kechadi, M-T., Timoshenko, E.G., Kusnetsov, Y.A. and Dawson, K.A. (1998) Using Recurrent Neural Networks to Predict Aspects of 3-D Structure of Folded Copolymer Sequences, Journal IL Nuovo Cimento, 20(12), 2565-2573.
  36. Kechadi, M-T. and Dekeyser, J-L. (1997) Analysis and Simulation of an Out-of-Order Execution Model in Vector Pipeline Multiprocessor Systems, Journal of Parallel Computing, 23(13), 1963-1986.

Chapters contributed to books

  1. Ruan, K., Carthy, J., Kechadi, M-T., and Crosbie M., “Cloud Forensics”, Book Chapter in Advances in Digital Forensics VII, Peterson, Gilbert, Shenoi, Sujeet (eds.), 1st Edition, 2011.
  2. Le-Khac N-A, Markos, S., and Kechadi, M-T., “Towards a new Data Mining-based approach for Anti Money laundering in an international investment bank”,  Chapter in the “Digital Forensics and Cyber Crime”, LNICST series, Goel S. Ed. vol.31, Springer Verlag, April 2010, ISBN: 978-3-642-11533-2.
  3. Carthy, J., Kechadi, M-T. and Gillen P. (2008) Telecommunications Fraud, in Investigating Digital Crime, Bryant, R. (Ed.), John Wiley & Sons, Ltd, 153-177.
  4. Aouad, L., Le-Khac, N.A. and Kechadi, M-T. (2008) Knowledge Discovery on Grid Systems, in Data Mining, From Data to Knowledge, I-Tech Education and Publishing (www.books.i-techonline.com/data.html)
  5. Kechadi, M-T., Bertolotto, M., Di Martino, S. and Ferrucci, F. (2008) Mining spatio-temporal datasets: relevance, challenges and current research directions, in Data Mining, From Data to Knowledge, I-Tech Education and Publishing (www.books.i-techonline.com/data.html)
  6. Le-Khac, N.A., Aouad, L. and Kechadi, M-T. (2010) Toward a Distributed Knowledge Discovery Framework on Grid/P2P Systems, in Emergent Web Intelligence – the series Studies in Computational Intelligence, Springer Verlag.

Refereed papers in International conference proceedings

  1. Le-Khac, N-A., Bue, M., and Kechadi, M-T. , "Studying the impact of partition on data reduction for very large spatio-temporal datasets", The 3rd International Conference on Advances in Databases, Knowledge, and Data Applications, (DBKDA 2011), St. Maarten,
The Netherlands Antilles, January 23-28, 2011.
  2. Ruan, K., Carthy, J., and Kechadi, M-T., "Cloud Forensics: Definitions", the 7th Annula Workshop on Digital Foriensics (IFIP'11), Orlando, Florida, USA, January 30 – February 02, 2011.
  3. Huang, Y., Huang, B.Q., and Kechadi, M-T., "A Rule-based Method For Customer Churn Prediction in Telecommunications", The 15th Pacific-Asia Conference on Knowledge Discovery and Data Mining, (PAKDD2011), Shenzhen, China, May 24-27, 2011.
  4. Ruan, K., Baggili, I., Carthy, J., and Kechadi, M-T., "Survey on cloud forensics and critical criteria for cloud forensic capability: A preliminary analysis", Annual Conference on Digital Forensics, Security, and Law (ADFSL-11), Virginia, USA, May 25-27, 2011.
  5. Whelan, M., Le Khac, N-A., and Kechadi, M-T., "Performance Evaluation of a Density-based Clustering Method for Reducing Very Large Spatio-temporal Dataset", The International Conference on Information and Knowledge Engineering, Las Vegas, Nevada, USA, July 18-21, 2011.
  6. Whelan, M., Le Khac, N-A., and Kechadi, M-T., "Comparing Two Density-based Clustering Methods for Reducing Very Large Spatio-temporal Dataset", 1st IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services (ICSDM 2011), Fuzhou, China, June 29-July 1, 2011.
  7. Khaled, H., Le Khac, N-A., and Kechadi, M-T., "Ontology-based Knowledge Map for Organising Knowledge Resulting from a Data Mining Process", 1st IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services (ICSDM 2011), Fuzhou, China, June 29-July 1, 2011.
  8. Whelan, M., Lekhac, M., and Kechadi, M-T., "Data Reduction in Very Large Spatio-Temporal Data Sets", The 19th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises (WETICE 2010), Larissa, Greece, June 28-30, 2010.
  9. Chergui, N., Chikhi, S. and Kechadi, M-T., "An Architecture based SKOS Ontology for Scalable, Efficient and Fault Tolerant Grid Resource Discovery", 3rd IEEE International Conference on Next Generation Networks and Services (NGNS'2011), Hammamet, Tunisia, December 19-21, 2011.
  10. Le Khac, N-A., and Kechadi, M-T., "On a Distributed Approach for Density-based Clustering", the 10th IEEE International Conference on Machine Learning and Applications (ICMLA 2011), Honolulu, Hawaii, December 18-21, 2011.
  11. Whelan, M., LeKhac, N-A., and Kechadi, M-T. "A New Hybrid Clustering Method for Reducing Very Large Spatio-temporal Dataset", 7th International Conference on Advanced Data Mining and Applications, Beijing, China, December 17-19 2011.
  12. Scanlon, M., Hannaway, A., and Kechadi, M-T., "A Week in the Life of the Most Popular BitTorrent Swarms", The 5th Annual Symposium on Information Assurance (ASIA '10), Albany, NY, USA, June 16-17, 2010.
  13. Genoe, R., and Kechadi, M-T., "Comparative Testing of Spatial Analysis Techniques for Handwritten Mathematical Expression Recognition", The 10th International Conference on 
Artificial Intelligence and Soft Computing (ICAISC-10), Zakopane, Poland, June 13-17, 2010.
  14. Lefait, L., and Kechadi, M-T., "Customer Segmentation Architecture Based on Clustering Techniques", The 4th International Conference on Digital Society, (ICDS'10), St. Maarten, Netherlands Antilles, February 10-15, 2010.
  15. Lefait, L., and Kechadi, M-T., "Analysis of deputy and party similarities through hierarchical clustering",The 4th International Conference on Digital Society, (ICDS'10), St. Maarten, Netherlands Antilles, February 10-15, 2010.
  16. Le Khac, N.A. and Kechadi, M-T. "A Data Mining Based Solution for Detecting Suspicious Money Cases in an Investment Bank", The Second International Conference on Advances in Databases, Knowledge, and Data Applications, (DBKDA'010), Menuires, The 3 Vallées, Alpes, France, April 11-16, 2010.
  17. Lefait, L., Goncalves, G., and Kechadi, M-T., "Self-Clustering for Identification of Customer Purchase Behaviours", 10eme Conference Internationale Francophone sur l'Extraction et la gestion des Connaissances (EGC 2010), Hammamet, Tunisia, January 26-29, 2010.
  18. Scanlon, M., Hannaway, A., and Kechadi, M-T., "A Week in the Life of the Most Popular BitTorrent Swarms", The 5th Annual Symposium on Information Assurance (ASIA '10), Albany, NY, USA, June 16-17, 2010.
  19. Kechadi, M-T., "Data Wave: Challenges and Opportunities", The 19th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises (WETICE 2010), Larissa, Greece, June 28-30, 2010.
  20. Le-Khac, N.A., Markos, S., and Kechadi, M-T., "Performance Evaluation of a Knowledge-Based Solution for Detecting Money Laundering in an Investment Bank", The International Conference on Information and Knowledge Engineering, (IKE'10), Las Vegas, Nevada, USA, July 12-15, 2010.
  21. Le-Khac N.A., L. Aouad and M-T. Kechadi, "Toward a Distributed Knowledge Discovery on Grid Systems", Chapter in "Emergent Web Intelligence" Book, published by Springer Verlag in the series Advanced Information and Knowledge Processing, April 2010, ISBN 978-1-84996-076-2.
  22. Takeshi, S., Huang, B.Q., Huang, Y., and Kechadi, M-T., "Local PCA Regression for Missing Data Estimation in Telecommunication Dataset", 11th Pacific Rim International Conference on Artificial Intelligence (PRICAI'2010), Daegu, Korea, August 30-September 2, 2010.
  23. Genoe, R., and Kechadi, M-T., "A Real-time Recognition System for Handwritten Mathematics: Structural Development", International Conference on Frontiers in Handwriting Recognition, (ICFHR'2010), Kolkata, India, November, 16-18, 2010.
  24. Kahvedzic, D., and Kechadi, M-T., "Semantic Modelling of Digital Forensic Evidence", 2nd International ICST Conference on Digital Forensics & Cyber Crime (ICDF2C'2010), Abu Dhabi, UAE, October 4-6, 2010.
  25. Huang, Y., Huang, B., and Kechadi, M-T., "A New Filter Feature Selection Approach for Customer Churn Prediction in Telecommunications", The IEEE International Conference on Industrial Engineering and Engineering Management (IEEM'2010), Macau, China, December, 7-10, 2010.
  26. Le-Khac, N-A., and Kechadi, M-T., "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, (ICCEE'2010), Chengdu, China, November, 16-18, 2010.
  27. Le Khac, N-A. Bue, M., Whelan, M., and Kechadi, M-T., "A Knowledge-based Data Reduction for Very Large Spatio-Temporal Datasets", International Conference on Advanced Data Mining and Applications, (ADMA'2010), Springer Verlag LNCS/LNAI, Chongquing, China, November 19-21, 2010.
  28. Huang, Y., Huang, B.Q., and Kechadi, M-T.,"A New Filter Feature Selection Approach for Customer Churn Prediction in Telecommunications", IEEE International conference on Industrial Engineering and Engineering Management (IEEM'10), Macau, China, December 7-10, 2010
  29. Takeshi, S., Huang, B.Q., and Kechadi, M-T., "Using PCA to Predict Customer Churn in Telecommunication Dataset", International Conference on Advanced Data Mining and Applications, (ADMA'2010), Springer Verlag LNCS/LNAI, Chongquing, China, November 19-21, 2010.
  30. Huang, B.Q., and Kechadi, M-T., "Using Genetic K-means Algorithm for PCA Regression Data in Customer Churn Prediction", International Conference on Advanced Data Mining and Applications, (ADMA'2010), Springer Verlag LNCS/LNAI, Chongquing, China, November 19-21, 2010.
  31. Huang, B.Q., and Kechadi, M-T., "A Practical Feature Selection Approach for Customer Churn Prediction in Telecommunications", The Int'l. Conference on Future Information Technology (ICFIT 2010), Changsha, China, December 14-15, 2010 (Vol 1, Page 126--130, 2010, EEE press).
  32. Aouad, L., and Kechadi, M-T., "Spatio-Temporal Datasets Anatomy and Visualisation using Clustering", International Conference on Advances in Distributed and Parallel Computing (ADPC'10), Singapore, November 1-2, 2010.
  33. Le-Khac, N-A., and M-T. Kechadi, "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 (ICDM'10), Sydney, Australia, December 14-17 2010.
  34. Aouad, L., and Kechadi, M-T., "Persistent Locality Management of Scientific Application Workflows", 13th IEEE International Conference on Computational Science and Engineering (CSE2010), Hong Kong, China, December 11-13 2010.
  35. Huang, Y., Huang, B.Q., and Kechadi, M-T., "A New Filter Feature Selection Approach for Customer Churn Prediction in Telecommunications", IEEE International conference on Industrial Engineering and Engineering Management, Macau, China, December 7-10, 2010. (pp. 338—342).
  36. A. Hannaway and M-T. Kechadi, "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, July 13-16, 2009.
  37. M. Naughton, J. Carthy, and M-T. Kechadi, "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, May 13-15, 2009.
  38. N.A. Le-Khac, S. Markos, M. O'Neill, A. Brabazon and M-Tahar Kechadi, "An investigation into Data Mining approaches for Anti Money Laundering", IEEE International Conference on Knowledge Discovery, (ICKD'09), Manila, Philippine, June 2009.
  39. D. Kahvedzic and M-T. Kechadi, "Correlating Orphaned Windows Registry Data Structures", the International Conference on Digital Forensics, Security and Law (ADFSL'09), Vermont, USA, May 20-22, 2009.
  40. D. Kahvedzic and M-T. Kechadi, "Analysis of the 'Db' Windows Registry Data Structures", the International Conference on Digital Forensics, Security and Law (ADFSL'09), Vermont, USA, May 20-22, 2009.
  41. M. Naughton, J. Carthy, and M-T. Kechadi, "Teaching and Learning Methodologies to Support Student Transition", Confederation of Student Services of Ireland Conference (CSSI'09), Sligo, Ireland, June 15-17, 2009.
  42. N.A. Le-Khac, S. Markos, M. O'Neill, A. Brabazon and M-Tahar Kechadi, "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, July 13-16, 2009.
  43. J. Bellec and m-T. Kechadi, "Formal model for Fault Recognition Problem in Modern Telecommunication Networks", International Conference on Data Mining, (DMIN'09), Las Vegas, Nevada, USA, July 13-16, 2009.
  44. G. Lefait, M. Whelan, M-T. Kechadi, G. Goncalves, H. Tiente, "SNNH: SNN Hierarchical Clustering", Colloque sur l'Optimisation et les Systèmes d'Information, (COSI'09), Annaba, Algeria, May 25-27, 2009.
  45. D. Kahvedzic and M-T. Kechadi, "DIALOG: A Framework for Modeling, Analysis and Reuse of Digital Forensic Knowledge", The 9th Digital Forensic Research Workshop, (DFRWS'09), Montreal, Canada, August 19-19, 2009.
  46. B.Q. Huang and M-T. Kechadi, "Customer Churn Prediction for Broadband Internet Services", 11th International Conference on Data Warehousing and Knowledge Discovery (DaWaK'09), Linz, Austria, August 31-Sep 04, 2009.
  47. M. Scanlon and M-T. Kechadi, "RAFT: Remote Acquisition of Forensic Evidence", Cyber Terrorism and Crime Conference (CYTER 2009), Prague, Czech Republic, June 22-24, 2009.
  48. D. Kahvedzic and M-T. Kechadi "On the Persistency of Deleted Windows Registry Data Structures", the 24th Annual ACM Symposium on Applied Computing, Honolulu, Hawaii, USA, March 8-12, 2009.
  49. McGrath, N., Gladychev, P., Kechadi, T., Carthy J., "Investigating Encrypted Material", International E-forensics 2009: Conference on Forensic Applications and Techniques in Telecommunications, Information and Multimedia, Adelaide, Australia, January 19-21, 2009.
  50. Kechadi, M-T., Bertolotto, M., Di Martino, S. and Ferrucci, F. (2007) Scalable 2-Pass Data Mining Technique for Large Scale Spatio-Temporal Datasets, LNCS on Knowledge-Based Intelligent Information & Engineering Systems, 4693, 785-792.
  51. Aouad, L., Le-Khac, N.A. and Kechadi, T.M. (2007) Lightweight clustering technique for distributed data mining applications, LNCS on advances in data mining – theoretical aspects and applications, 4597, 120-134. (15 pages)
  52. Le-Khac, N.A., Aouad, L. and Kechadi, M-T. (2007) A New Approach for Distributed Density Based Clustering on Grid platform, LNCS on Data Management. Data, Data Everywhere, 4587, 247-258.
  53. EDI, E., Kechadi, M-T. and McNulty, R. (2007) TreeP: A Self-Reconfigurable Topology for Unstructured P2P Systems, LNCS applied parallel computing – State-of-the-Art in Scientific Computing, 4699, 1136-1146. (11 pages)
  54. Bellec, J.H. and Kechadi, M-T. (2006) Behavioural Proximity Approach for Alarm Correlation in Telecommunication Networks, LNCS on Advances in Artificial Intelligence, 4293, 674-683. (10 pages)
  55. Huang, B.Q. and Kechadi, M-T. (2006) An HMM-SNN Method for Online Handwriting Symbol Recognition, LNCS on Image Analysis and Recognition, 4142, 897-905. (9 pages)
  56. Huang, B.Q., Fitzgerald, T., and Kechadi, M-T. (2006) An Efficient Hybrid Approach for Online Recognition of Handwritten Symbols, LNCS on Advances in Artificial Intelligence, 3789, 843-853. (11 pages)
  57. Fitzgerald, T., Geiselbrechtinger, F., Kechadi, M-T. (2004) Feature Extraction of Handwritten Characters Using Chording and Fuzzy Logic, LNCS on Advances in Artificial Intelligence, 3060, 493-498. (6 pages)
  58. Ellahi, T.N. and Kechadi, M-T. (2004) Distributed Resource Discovery In Wide Area Grid Environments, LNCS on Computational Science, 3038, 210-217. (8 pages)
  59. McEnery, O., Cronin, A., Kechadi, M-T. and Geiselbrechtinger, F. (2004) Suitability of Two Associative Memory Neural Networks to Character Recognition, LNCS on Advances in Artificial Intelligence, 3339, 886-897. (12 pages)
  60. Savvas, I. and Kechadi, M-T. (2004) Performance Study of Scheduling Mechanisms for Peer-to-Peer Computing Environments, LNCS on Parallel Processing and Applied Mathematics, 3019, 954-962. (9 pages)
  61. Savvas, I. and Kechadi, M-T. (2007) Efficient Load Balancing on Irregular Network Topologies Using B+tree Structures, The 6th IEEE International Symposium on Parallel and Distributed Computing (ISPDC'07), Hagenberg, Austria, July 5-8. (10 pages)
  62. Hudzia, B. and Kechadi, M-T. (2007) THON: A Tessellation-based Hierarchical Overlay Network for DGET Grid Middleware, IEEE Int'l. Conference on Computer Communications and Networks (ICCCN'07), Hawaii, USA, August 13-16. (12 pages)
  63. Fitzgerald, T., Geiselbrechtinger, F. and Kechadi, M-T. (2007) Mathpad: A Fuzzy Logic-Based Recognition System for Handwritten Mathematics IEEE Int'l. Conference on Document Analysis & Recognition (ICDAR'07), Curitiba, Brazil, Sept 23-26. (11 pages)
  64. Le-Khac, N.A., Aouad L. and Kechadi, M-T. (2007) Knowledge Map: Toward a new approach supporting the knowledge management in Distributed Data Mining, KUI track, 3rd IEEE Int'l. Conference on Autonomic and Autonomous Systems (ICAS'07), Computer Society Press, Athens, Greece, June 19-25. (10 pages)
  65. Kechadi, M-T. (2007) Feicim: an Interactive Tool for Very Large Scientific Datasets, IEEE Nuclear Science Symposium & Medical Imaging Conference, Hawaii, USA, Oct 27-Nov 3. (10 pages)
  66. Le-Khac, N.A., Aouad, L. and Kechadi, M-T. (2007) An Efficient Tool to Support the Management and Integrating of Knowledge in Distributed Data Mining, The 2nd IEEE International Conference on Digital Information Management (ICDIM'07), Lyon, France, October 28-31. (12 pages)
  67. Cronin, A., Fitzgerald, T., 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, November 13-15. (8 pages)
  68. 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, December 14-16. (10 pages)
  69. M-Tahar Kechadi 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, September 16-18. (12 pages)
  70. Huang, B.Q., C.J. Du, Y.B. Zhang, 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, October 16-18. (8 pages)
  71. EDI, E., Kechadi, M-T. and McNulty, R. (2006) Virtual Structured P2P Network Topology for Distributed Computing, IEEE, 5th International Workshop on Algorithms, Models and Tools for Parallel Computing on Heterogeneous Networks (HeteroPar'06), Barcelona, Spain, Sept 25-28. (12 pages)
  72. Kechadi, M-T. (2006) Distributed Data Mining and Analysis for Data-Intensive Science Applications, IEEE Nuclear Science Symposium, San Diego, CA, USA, Oct 30 – Nov 3. (15 pages)
  73. Hudzia, B., McDermott, L., Ellahi, T.N., and Kechadi, M-T. (2006) Security Framework for P2P Grid Systems, IEEE, Int'l. Symposium on Parallel and Distributed Computing (ISPDC'06), Timisoara, Romania, July 6-9. (10 pages)
  74. Akhtar, M.W. and Kechadi, M-T. (2006) On the efficiency of Dynamic Load Balancing on P2P Irregular Network Topologies, IEEE Int'l. Symposium on Parallel and Distributed Computing (ISPDC'06), Timisoara, Romania, July 6-9. (10 pages)
  75. Genoe, R. Fitzgerald, T. 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, July 16-21. (12 pages)
  76. Sogrin, M., 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, August 15-19. (8 pages)
  77. Hudzia, B., Kechadi, M-T. and Ottewill, A. (2005) TreeP: A Tree-Based P2P Network Architecture, IEEE, International Workshop on Algorithms, Models and tools for parallel computing on heterogeneous networks (HeteroPar'05), Boston, Massachusetts, USA, September 27-30. (12 pages)
  78. Savvas, I. and Kechadi, M-T. (2004) Dynamic Task Scheduling in Computing Cluster Environments, IEEE, Int'l. Workshop on Algorithms, Models and tools for parallel computing on heterogeneous networks, Cork, Ireland, July 5-8. (8 pages)
  79. Fitzgerald, T., Kechadi, M-T. and Geiselbrechtinger, F. (2004) Application of Fuzzy Logic to Online Handwriting Recognition, IEEE, 9th Int'l. Workshop on Frontiers in Handwriting Recognition, Tokyo, Japan, October, 26-29. (12 pages)
  80. Cronin, A., McEnery, O., 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, Nov 15-17. (8 pages)
  81. 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, Omayyad Palace, Damascus, Syria, April 19-23. (6 pages)
  82. Aljundi, A.C., 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, Omayyad Palace, Damascus, Syria, April 19-23. (6 pages)
  83. Camossi, E., 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, May 5-8. (14 pages)
  84. 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, June 1-6.
  85. Aouad, L., 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), 451-462.
  86. Aouad, L., 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, June 25-28. (8 pages)
  87. 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, June 25-28. (8 pages)
  88. Le-Khac, N.A., 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, July 8-11. (8 pages)
  89. Bellec, J.H. and Kechadi, M-T. (2007) FECk: A New Efficient Clustering Algorithm for the Events Correlation Problem in Telecommunication Networks, Future Generation Communication and networking 1(1), 469-475.
  90. 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, June 24-27. (8 pages)
  91. Lazar, Z., 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, September 2-7. (12 pages)
  92. Kechadi, M-T., Bertolotto, M., Di Martino, S. and Ferrucci, F. (2007) A 2-Pass Data Mining Technique for Spatio-Temporal Datasets, International Conference on GeoComputation: The art and science of solving complex spatial problems with computers, (GeoComputation'07), Maynooth, Ireland, September 03-05. (8 pages)
  93. 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 May 9-11. (6 pages)
  94. 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, October 22-24. (10 pages)
  95. Aouad, L., 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, August 14-18. (10 pages)
  96. Kahvedzic, D., 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, July 8-11. (6 pages)
  97. Aouad, L., 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), IEEE/ACM sponsors, Bangkok, Thailand, November 1-2. (10 pages)
  98. Bellec, J.H. and Kechadi, M-T. (2006) A New Model for Alarm Correction in 3G Telecommunication Networks, The IADIS International Conference on WWW/Internet (ICWI'06), Murcia, Spain, October 5-8. (8 pages)
  99. Di Martino, S., Ferrucci, F., 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, September 20-23. (10 pages)
  100. 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, September 22-24. (10 pages)
  101. Fitzgerald, T., 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, October 23-26. (12 pages)
  102. Akhtar, M.W. and Kechadi, M-T. (2006) Dynamic Load balancing for TreeP Computational Grid, The IASTED International Conference on Web Technologies, Applications, and Services (WTAS'06), Calgary, Alberta, Canada, July 17-19. (12 pages)
  103. 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, July 17-19. (10 pages)
  104. Ellahi, T.N., Hudzia, B., McDermott, L., and Kechadi, M-T. (2006) Entity Management and Security in P2P Grid Framework, 7th Int'l. Conference on Computing (CORE 2006) , Mexico City, May 8-10. (10 pages)
  105. 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, May 8-10. (10 pages) (Best Paper Award)
  106. Bertolotto, M., Di Martino, S., 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, August 30-Sept 1. (10 pages)
  107. Bellec, J.H., 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, June 26-29. (7 pages)
  108. 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, September 11-14. (8 pages)
  109. A. LeKhac, and Kechadi, M-T. (2006) ADMIRE Framework: Distributed Data Mining on Data-Grid Platforms, Int'l. Conference on Software and Data Technologies (ICSOFT'06), Setubal, Portugal, September 11-14. (8 pages)
  110. Gleeson, B. and Kechadi, M-T. (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, June 11-14. (8 pages)
  111. Rashid, T., 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, July 20-23. (6 pages)
  112. Gleeson, B., Rashid, T., and Kechadi, M-T. (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, July 20-23. (6 pages)
  113. Hudzia, B., McDermott, L., 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, June 26-29. (8 pages)
  114. N. A. LeKhac, Fu, H., 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, April 10-12. (6 pages)
  115. EDI, E., 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. April 10 - 12. (6 pages)
  116. Fitzgerald, T. and Kechadi, M-T. (2006) Structural Analysis of Handwritten Mathematical Expressions Through Fuzzy Parsing, The IASTED Int'l. Conference on Advances in Computer Science and Technology (ACST'06), Puerto Vallarta, Mexico, January 23-25. (6 pages)
  117. 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, May 17-19. (8 pages)
  118. J. Bellec, Kechadi, M-T. and 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), Phoenix, AZ, USA, November 14-16. (6 pages)
  119. 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, Nov 14-16. (8 pages) (Best Paper Award)
  120. Rashid, T. and Kechadi, M-T. (2005) Multi-Context Recurrent Neural Networks for Energy Load Forecasting, The IASTED Int'l. Conference on Artificial Intelligence and Applications (AIA 2005), Innsbruck, Austria, February 15-16. (6 pages)
  121. Low, K.S. and Kechadi, M-T. (2005) Evaluation of a Neural Network Approach on FMS Cyclic Task Scheduling Problem, The IASTED Int'l. Conference on Artificial Intelligence and Applications (AIA'2005), Innsbruck, Austria, Feb 15-16. (6 pages)
  122. Akhtar, M.W. and Kechadi, M-T. (2005) Efficient Two-Pass Dynamic Load Balancing for Computational Clusters, The 23rd IASTED Int'l. Conference on Parallel and Distributed Computing and Networks (PDCN 2005), Innsbruck, Austria, February 15-16. (6 pages)
  123. Huang, B.Q. and Kechadi, M-T. (2005) A Recurrent Neural Network Recogniser for Online Recognition of Handwritten Symbols, The 7th Int'l. Conference on Enterprise Information Systems (ICEIS'05), Miami, Fl, USA, May 24-28. (11 pages)
  124. J. Bellec, Kechadi, M-T. and Carthy, J. (2005) Study of Telecommunication System Behaviour based on Network Alarms, Workshop on Data Mining for Business, Porto, Portugal, October 3-7. (7 pages)
  125. Low, K.S., Kechadi, M-T., Dupas, R., Tiente, H. and G. Goncalves, G. (2005) Recurrent Neural Network Based Approach for Flexible Manufacturing Scheduling Systems, Int'l. Conference on Industrial Engineering and Systems Management (IESM'05), Marrakech, Morocco, May 16-19. (10 pages)
  126. 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, May 3-5. (5 pages)
  127. Preda, C., Duhamel, A, 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, May 12-13. (13 pages)
  128. 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, April 27-29. (6 pages)
  129. Hudzia, B., McDermott, L., 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, July 11-15. (8 pages)
  130. 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., June 12-15. (6 pages)
  131. 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, July 18-21. (8 pages)
  132. 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, July 21-26. (6 pages)
  133. Preda, C., Duhamel, A., 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, August 28- September 1-3. (8 pages)
  134. 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, July 4-6. (6 pages)
  135. 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, Austin, Texas, USA, August 14-17. (10 pages)
  136. 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, August 14-17. (8 pages)
  137. Rashid, T. and Kechadi, M-T. (2004) Short-term Energy Load Forecasting Using Recurrent Neural Networks, IASTED Int'l. Conference on Artificial Intelligence and Soft Computing, Marbella, Spain, September 1-3. (6 pages)
  138. Akhtar, M.W. and Kechadi, M-T. (2004) Dynamic Load Balancing On Irregular Networks Embedded in Hyper-cubes, 16th IASTED Int'l. Conference on Parallel and Distributed Computing Systems, MIT, Cambridge, MA, USA, Nov 9-11. (7 pages)
  139. Huang, B.Q., Rashid, T. and Kechadi, M-T. (2004) A New Modified Network Based on the Elman Network, IASTED Int'l. Conference on Artificial Intelligence and Applications, Innsbruck, Austria, Feb. 16-18. (7 pages)
  140. McNulty, R., Kechadi, M-T., Barczyk, A., Dufey, J.P., Jost, B., Neufeld, N. and Shears, T. (2004) Simulations and Prototyping of the LHCb Level1 and High Level Trigger, Int'l. Conference on Computing in High Energy Physics – CHEP'04, Interlaken, Switzerland, September 27th – October 1st. (10 pages)
  141. Kechadi, M-T. (1999) Recurrent Neural Network Approach for Partitioning Irregular Graphs, LNCS on High Performance Computing and Networking, 1593, 450-459. (10 pages)
  142. Kechadi, M-T. (1998) A Parallel Technique for Graph Partitioning Problems, LNCS on High Performance Computing and Networking, 1401, 449-457. (9 pages)
  143. Hegarty, D.F., Kechadi, M-T. and Dawson, K.A. (1996) On the Crossover Points for Dynamic Load Balancing of Long-Chained Molecules, LNCS on Applied Parallel Computing, 1184, 388-397. (10 pages)
  144. Kechadi, M-T., Kiernan, P., Hegarty, D.F. and Dawson, K.A., (1996) Parallel Simulation Environment for Polymers, DNA and Protein Molecular Chain, LNCS on High-Performance Computing and Networking, 1067, 373-378. (10 pages)
  145. Hegarty, D.F., Kechadi, M-T., Dawson, K.A. (1995) Dynamic Domain Decomposition and Load Balancing for Parallel Simulations of Long Chained Molecules, LNCS on Applied Parallel Computing, 1041, 303-312. (10 pages)
  146. Aljundi, A.C., Kechadi, M-T., Dekeyser, J-L., and Scherson, I.D. (2003) A Study of an Evaluation Methodology for Unbuffered Multistage Interconnection Networks, IEEE Int'l. Workshop on Performance Modelling, Evaluation, and Optimisation of Parallel and Distributed Systems, Nice, France, April, 22-26. (10 pages) (Best Technical Paper).
  147. Savvas, I. and Kechadi, M-T. (2003) On The Load Distribution and Performance of Meta-Computing Systems, IEEE, Int'l. Symposium on Parallel and Distributed Computing (ISPDC'03), Ljubljana, Slovenia, October 13-17. (8 pages)
  148. 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, June. (10 pages)
  149. 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, October 6-9. (6 pages)
  150. 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 José, CA. USA. November 15--21. (12 pages) (Best Technical Paper).
  151. Hegarty, D.F., 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. November 17-22. (10 pages)
  152. Savvas, I. and Kechadi, M-T. (2003) Task Scheduling Using Tabu Search Heuristic Techniques, The 13th National Conf. on Operation Research, Larissa, Greece, September, 15-19. (12 pages)
  153. Kechadi, M-T. (2002) MCRB: A New Interconnection Network for Multiprocessor Systems Intl. Conference on Parallel and Distributed Processing Techniques and Applications, Las Vegas, Nevada, USA, June 24-27. (8 pages)
  154. Aljundi, A.C., Dekeyser, J-L., Kechadi, M-T. and Scherson, I.D. (2002) Comparative simulations and performance evaluation of MCRB networks using multidimensional queue management. Int'l Symp. on Performance Evaluation of Computer and Telecommunication Systems, San Diego, USA, July 14-19, 288--296. (9 pages)
  155. Kechadi, M-T. and Goncalves, G. (2000) A Genetic Approach to an Industrial Cyclic Scheduling Problem, Int'l. Workshop on Production Planning and Control, Mons, Belgium, October 2-4. (10 pages) (70%)
  156. Kechadi, M-T. (1999) On the Performance of Positional Scan Load Balancing Algorithm on Parallel Distributed Computers, European Conference, EURO-CM-PAR, Weimar, Germany, March 20-25. (12 pages)
  157. Kechadi, M-T., Reilly, R.G., Timoshenko, E.G., Kusnetsov, Yu.A. and Dawson, K.A. (1997) Using Neural Networks to Predict the Compactness of Folded Polymers, Int'l. Conference on the Morphology and Kinetics of Phase Separating Complex Fluids, Messina, Italy, June 24-28. (6 pages)
  158. Kiernan, P., Kechadi, M-T. and Dawson, K.A. (1996) A Threshold Heuristic Scheduling Algorithm in Parallel and Distributed Systems, in Proc. of Int'l. Workshop on Parallel Algorithms, Philadelphia, PA, USA, May 25-26. (4 pages)
  159. Hegarty, D.F., Kechadi, M-T. and Dawson, K.A. (1996) Algorithme de Load-Balancing Préservant la Loacalité de Décomposition, Proceedings of RenPar'8, Bordeaux, France, May 20-24. (6 pages)
  160. Hegarty, D.F., Kechadi, M-T. and Dawson, K.A. (1996) Dynamic Domain Decomposition and Load Balancing for Parallel Molecular Simulations, Conference on Scientific Computing in Europe, DCU, Dublin, Ireland, pages 111-118, September 2-4. (8 pages)
  161. Kechadi, M-T., Hegarty, D.F. and Dawson, K.A. (1995) Massively Parallel Methods for Polymer, DNA and Protein Simulations, RenPar'7, Actes des 7es Rencontres Francophones du Parallélisme, Mons, Belgium, May 30-June 2. (5 pages)
  162. Kechadi, M-T. and Dekeyser, J-L. (1991) Disordered vector pipelined processor, Proc. of Int'l. Workshop on Parallel Computing, Trani, Italy, September 10-13. (4 pages)
  163. Fitzgerald, T. and Kechadi, M-T. (2005) Fuzzy Logic Approach to Handwritten Mathematical Expression Recognition, The 3rd Annual IRCSET Symposium, Dublin, Ireland, November 3-4.
  164. Cronin, A. and Kechadi, M-T. (2005) Application of SOMs to Handwritten Mathematical Expression Recognition, The 3rd Annual IRCSET Symposium, Dublin, Ireland, November 3-4.
  165. 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, May 21-22.
    166. 2
  166. 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, May 23-24.
  167. Kennedy, S. and Kechadi, M-T. (2003) Examining the Scalability of K-means on High Dimensional Datasets, 14th Irish Artificial Intelligence and Cognitive Science, Dublin, Ireland, September 17-19.
  168. Rashid, T., 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, Dublin, Ireland, September 17-19.
  169. Fitzgerald, T., Cronin, A., Kechadi, M-T. and Geiselbrechtinger, F. (2003) Pen-Based Input of Mathematical Expressions, 1st Annual IRCSET Symposium, Dublin, Ireland, November 7-8.
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