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Professor Joe Carthy

 

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Phone: +353 1 716 2481

Brief Biography

Professor Joe Carthy is College Principal and Dean of Science at UCD. He is Co-director of a research group of 18 postgraduate students and has graduated 7 PhD and 18 MSc students. He is the author/co-author of 70 scientific papers and a textbook on Computer Architecture. He is active in three research areas: Information Retrieval; Data Mining; and most
recently Cybercrime Investigation and Forensic Computing. He is Director of the Centre for Cybercrime Investigation in the School of Computer Science and Informatics and was been appointed the Programme Manager for the AGIS Cybercrime Training programme involving twenty EU police forces – this is the first time that a non-senior police officer has held such a role. He also participates in the Interpol and Eurpol fora for Cybercrime Investigation. He has supervised/co-supervised 25 postgraduates (7 PhD and 18 MSc by research) to completion. He has been awarded over €1.8 million in research funding over the past 8 years, (as PI, joint PI and collaborator). He is currently supervising 8 PhD students and 3 MSc students in Computer Security and Information Retrieval.

Research Interest

Cybercrime Investigation and Computer Security
Intelligent Information Retrieval
Incident Report Retrieval and Analysis
Text Summarisation

arrow Publications 

Books:

  1. Joe Carthy (1995) An Introduction to Assembly Language Programming and Computer Architecture. : ITP.

Book Chapters:

  1. Gillen P. and Carthy, J. and Kechadi, M-T. (2008) 'Telecommunications Fraud' In: Bryant, R. (eds). Investigating Digital Crime. London: John Wiley.
  2. Bellec, J.H. Kechadi, M-T, and Carthy, J., (2006) 'Behavioural Proximity Approach for Alarm Correlation in Telecommunication Networks' In: Lecture Notes in Computer Science.

Peer Reviewed Journals:

  1. Newman, E., Stokes n, Dunnion J., Carthy, J. (2006) 'Identifying Semantic Equivalence for multi-document summarisation'. Artificial Intelligence Review, 25 (1-2):55-65.
  2. 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.
  3. Naughton, M; Kushmerick, N; Carthy, J; (2006) 'Clustering sentences for discovering events in news articles'. Advances in Information Retrieval, 3936 (NA):535-538.
  4. Kane, L; Carthy, J; Dunnion, J; (2006) 'Readability applied to Information Retrieval'. Advances in Information Retrieval, 3936 (NA):523-526.
  5. Newman, E; Stokes, N; Dunnion, J; Carthy, J; (2006) 'Textual entailment recognition using a linguistically-motivated decision tree classifier'. Machine Learning Challenges, 3944 (NA):372-384.
  6. Wang, RC; Stokes, N; Doran, W; Newman, E; Dunnion, J; Carthy, J; (2005) 'LexTrim: A lexical cohesion based approach to parse-and-trim style headline generation'. Computational Linguistics and Intelligent Text Processing, 3406 (NA):645-648.
  7. Wang, RC; Stokes, N; Doran, WP; Newman, E; Carthy, J; Dunnion, J; (2005) 'Comparing topiary-style approaches to headline generation'. Advances in Information Retrieval, 3408 (NA):157-168.
  8. Wang, R., Carthy, J., Wilson, D.C., Dunnion, J., and Drummond, A., (2004) 'Using T-Ret System to Improve Incident Report Retrieval. '. Lecture Notes in Computer Science, Seoul, Korea .
  9. Doran, W; Stokes, N; Carthy, J; Dunnion, J; (2004) 'Assessing the impact of lexical chain scoring methods and sentence extraction schemes on summarization'. Computational Linguistics and Intelligent Text Processing, 2945 (NA):627-635.
  10. Stokes, N; Carthy, J; Smeaton, AF; (2004) 'SeLeCT: a lexical cohesion based news story segmentation system'. Ai Communications, 17 (1):3-12.
  11. Stokes, N; Newman, E; Carthy, J; Smeaton, AF; (2004) 'Broadcast news gisting using lexical cohesion analysis'. Advances in Information Retrieval, Proceedings, 2997 (NA):209-222.
  12. Hyusein, B; Carthy, J; (2004) 'An advanced server ranking algorithm for distributed retrieval systems on the Internet'. Computer and Information Sciences - Iscis 2004, Proceedings, 3280 (NA):837-844.
  13. Wilson, DC; Carthy, J; Abbey, K; Sheppard, J; Wang, RC; Dunnion, J; Drummond, A; (2003) 'Textual CBR for incident report retrieval'. Computational Science and Its Applications - Iccsa 2003, Pt 1, Proceedings, 2667 (NA):358-367.

Conference Publications:

  1. Naughton, M, and Stokes, N, and Carthy, J., (2008) Investigating Statistical Techniques for Sentence-level Event Classification 22nd International Conference on Computational Linguistics,  Coling 2008 Manchester
  2. 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)
  3. 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
  4. Kane, L., Carthy, J. Dunnion, J. (2006) Readability Applied to Information Retrieval Proceedings of ECIR 2006, 28th European Conference on Information Retrieval
  5. Naughton, M, Kushmerick, and N, Carthy, J., (2006) Event Extraction from Heterogeneous News Sources AAAI Event Extraction and Synthesis Workshop, AAAI-06 Boston
  6. 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
  7. 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
  8. Sheppard, J., Dunnion, J., Carthy, J. (2006) Data Mining a reduced feature TCPdump Dataset AICS Sheffield
  9. Sheppard, J., Dunnion, J., Carthy, J. (2006) An analysis of feature selection in TCP dump data AICS Sheffield
  10. 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
  11. 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
  12. 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
  13. 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
  14. Newman, E, Stokes, N, Dunnion, J, Carthy, J, (2006) Machine Learning Challenges Textual entailment recognition using a linguistically-motivated decision tree classifier , pp.372-384
  15. Wang, R., Stokes N., Doran, W., Newman, E., Carthy, J., Dunnion, J., (2005) News Headline Generation Based on Linguistic Methods IASTED International Conference on Artificial Intelligence and Applications (AIA 2005) Innsbruck, Austria
  16. Blackett, C., Carthy, J., Drummond, A. and Dunnion, J (2005) Using Accident Analysis Methods for Ongoing Risk Management 2nd Symposium on Risk-Management and Cyber-Informatics (RMCI 2005) Florida
  17. Blackett, C., Carthy, J., Drummond, D. and Dunnion, J (2005) Combining Accident Analysis Methods for Organisational Safety International Conference on Nuclear Energy for New Europe 2005 Bled, Slovenia
  18. Wang, R., Stokes, N., Doran, W., Dunnion, J., and Carthy, J., (2005) Using Machine Learning to Generate Headlines The 2005 International Conference on Machine Learning, Models, Technologies and Applications Las Vegas, USA
  19. Sheppard , J., Dunnion, J., and Carthy, J., (2005) The Use of Data Mining in the Implementation of a Network Intrusion Detection System 1st International conference on Web Information Systems and Technologies (WEBIST 05) Miami, Florida
  20. Blackett, C., Carthy, J., Drummond, A. and Dunnion, J. (2005) A Combined Analysis Technique for System Safety and Learning 23rd International System Safety Conference 2005 San Diego CA., U.S.A
  21. 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
  22. 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
  23. Doran, W., Stokes N., Newman, E., Dunnion, J., and Carthy, J. (2005) IIRG-UCD at DUC 2005 Proceedings of the Document Understanding Conference (DUC)
  24. Sotomayor, R., Carthy, J. Dunnion, J. (2005) The Design and Implementation of an Intelligent Online Recommender System Mixed-Initiative Problem-Solving Assistants. 2005 Fall Symposium Series. AAAI
  25. Wang, R., Stokes, N., Doran, W., Dunnion, J., and Carthy, J (2005) A Hybrid Statistical/Linguistic Approach To Headline Generation Fourth International Conference on Machine Learning and Cybernetics (ICMLC-05) Guangzhou, China
  26. Carthy, J. (2004) Lexical Chains versus Keywords for Topic Tracking 5th International Conference on Intelligent Text Processing and Computational Linguistics (LNCS) Seoul
  27. Carthy, J, Wilson, DC, Wang, RC, Dunnion, J, Drummond, A, (2004) Using T-Ret system to improve incident report retrieval COMPUTATIONAL LINGUISTICS AND INTELLIGENT TEXT PROCESSING , pp.468-471
  28. Blackett, C., Carthy, J., Drummond, D., and Dunnion, J., (2004) Analysis of the Royal Majesty Grounding Using SOL 3rd Bieleschweig Workshop on System Engineering
  29. Newman, E., Doran,W.P., Stokes,N., Dunnion, J., Carthy, J., (2004) Comparing Redundancy Removal Techniques for Multi-Document Summarisation 2nd European Starting AI Researcher Symposium (STAIRS 2004) in 16th European Conference on Artificial Intelligence (ECAI 2004) Valencia
  30. Naughton, M., Toolan, F. and Carthy, J., (2004) Samhlaíocht i Staidear Eachtra Irish Language Track, National Conference on Artificial Intelligence and Cognitive Science, (AICS-04)
  31. Newman, E., Stokes, N., Carthy, J., Dunnion, J (2004) Examination of Similarity Metrics for Redundancy Removal in Multi-Document Summarisation Proceedings of the 15th AI and Cognitive Science Conference AICS-04
  32. Abbey, K. and Carthy, J., (2004) Comparative Analysis of Topic Tracking Systems' Performance 8th World Multi-conference on Systemics, Cybernetics and Informatics (SCI 2004)
  33. Doran,W.P., Stokes,N., Newman, E., Dunnion, J., Carthy, J., (2004) A Hybrid Statistical/Lingusitic Model for Generating News Story Gists 27th ACM SIGIR Conference Sheffield
  34. Blackett, C., Toolan, F., Carthy, J., Drummond, A. and Dunnion, J. (2003) Combining and automating root causal analysis techniques Information Technology and Telecommunications Annual Conference - IT&T 2003
  35. O'Kane, M., Toolan, F., Carthy, J., Drummond, A. and Dunnion, J. (2003) Web-based incident management systems Information Technology and Telecommunications Annual Conference - IT&T 2003
  36. Wilson, D.C., Carthy, J., Abbey, K., Sheppard, J., Wang, R., Dunnion, J., and Drummond, A., (2003) Textual CBR for Incident Report Retrieval Proceedings of the 2003 International Conference On Computational Science and its Applications (ICCSA 2003) Montreal, Canada
  37. McAdam, S, Drummond, A., Dunnion, J., and Carthy, J. (2003) An Oracle-based Intelligent Incident Report Retrieval System. Joint meeting of the International Conference on Computer Communication and Control Technologies (CCCT '03) and the 9th International Conference on Information Systems Analysis and Synthesis (ISAS '03) Orlando, USA
  38. Cassidy, D., Sheppard, J., Carthy, J., Drummond, A., Dunnion, J. (2003) A Data Mining Approach To Incident Report Retrieval Proceedings of the 14th Irish Conference on Artificial Intelligence and Cognitive Science (AICS 2003) Dublin, , pp.23-27
  39. Cassidy, D., Carthy, J., Cullen, C., Hillary, P., McAdam, S., McGinty, L., and Sheppard, J. (2002) The Design and Implementation of an Incident Report Retrieval System The 1st Starting AI Research Symposium (STAIRS-02) held in conjunction with the European Conference on Artificial Intelligence (ECAI-02). Vol. 1, IOS Press Lyon, France
  40. Naughton, M, and Stokes, N, and Carthy, J. (1998) 1.     Investigating Statistical Techniques for Sentence-level Event Classification. To appear in the . In: Naughton, M, Stokes, N, and eds. 22nd International Conference on Computational Linguistics (Coling 2008), Manchester, 2008 Manchester
  41. Stokes, N., Carthy, J., and Smeaton, A.F. (2002) Segmenting Broadcast News Streams using Lexical Chaining Proceedings of STAIRS 2002 Lyons, France, , pp.145-154
  42. Stokes, N., and Carthy, J. (2001) Increasing WordNet activation and its effect on lexical chains creation Proceedings of the 24th ACM SIGIR Conference, New Orleans 2001 New Orleans
  43. Carthy J., Hatch, P., and Stokes, N. (2000) Lexical Semantic Relatedness and Topic Detection Proceedings of the 23th ACM SIGIR conference, SIGIR 2000, Athens, July 2000 Athens
  44. Carthy J., Hatch, P., and Stokes, N. (2000) Lexical Chaining for Web-based Retrieval of Breaking News Adaptive Hypermedia Conference, AH2000, Trento, August 2000 Trento
  45. Carthy, J. and Smeaton, A.F.S. (2000) The Design of a Topic Tracking System British Computer Society IRSG 2000, Cambridge, April 2000 Cambridge
  46. Stokes, N., and Carthy, J. (2001) Using Data Fusion to Improve First Story Detection Proceedings the 23rd BCS-IRSG European Colloquium IR Research 2001 Darmstadt, Germany, , pp.78-90
  47. Hatch, P., Stokes, N., and Carthy J., (2000) ATopic Detection, New Application For Lexical Chaining? British Computer Society IRSG 2000, Cambridge, April 2000 Cambridge
  48. Nicola Stokes, Eamonn Newman, Joe Carthy, Alan F. Smeaton. (2004) Broadcast News Gisting using Lexical Cohesion Analysis Proceedings of the 26th European Conference on Information Retrieval (ECIR-04), Sunderland, U.K., 2004 Sunderland, U.K
  49. William P. Doran, Nicola Stokes, John Dunnion, Joe Carthy. (2004) Comparing Lexical Chain-based Summarisation Approaches using an Extrinsic Evaluation Proceedings of the Global Wordnet Conference(GWC 2004), 2004 *
  50. Doran, W., Stokes, N., Newman, E., Dunnion, J., Carthy, J. & Toolan, F. (2004) News Story Gisting at University College Dublin Proceedings of the Document Understanding Conference, 2004 *, [Details]
    -Blackett, C., O'Kane, M., Toolan, F., Carthy, J., Drummond A. and Dunnion, J. , (2003) Incident/Accident analysis using Machine Learning and Root Causal Analysis In proceedings of /3rd Conference on Information Technology and Communications in the Institute of Technology and Industry Sectors, (IT&T 2003) Letterkenny, Donegal
  51. Toolan, F., Carthy, J., Drummond A. and Dunnion, J. (2003) Automating Incident / Accident Analysis In Second Bieleschweig Workshop on Root Causal Analysis, Braunschweig, Germany, July 2003 Braunschweig, Germany
  52. Toolan, F., Carthy, J., Drummond A. and Dunnion, J. (2003) Automating Incident Analysis: A Challenge Paper In Proceedings of the 2nd Workshop on the Investigation and Reporting of Incidents and Accidents, (IRIA03), Virginia, September 2003 Virginia
  53. Blackett, C., O'Kane, M., Toolan, F., Carthy, J., Drummond A. & Dunnion, J. (2003) (2003) Combining and Automating Root Causal Analysis Methods In Proceedings of the 3rd Conference on Information Technology and Communications in the Institute of Technology and Industry Sectors, (IT&T 2003), Letterkenny, Donegal, 2003 Letterkenny, Donegal
  54. William P. Doran, Nicola Stokes, John Dunnion, Joe Carthy. (2004) Assessing the Impact of Lexical Chain Scoring Methods and Sentence Extraction Schemes on Summarization Proceedings of the 5th International conference on Intelligent Text Processing and Computational Linguistics CICLing-2004, 2004 *
  55. Wang, R., Dunnion, J., Carthy, J. (2005) Machine Learning Approach To Augmenting News Headline Generation Proceedings of the Second International Joint Conference on Natural Language Processing (IJCNLP-05)
  56. Newman, E., Stokes N., Dunnion, J. Carthy, J. (2005) Identifying Semantic Equivalence for Multi-Document Summarisation In the Proceedings of the Artificial Intelligence and Cognitive Science Conference (AICS)
  57. Wang, R., Stokes, N., Doran, W., Dunnion, J., Carthy, J. (2005) HybridTrim: a hybrid approach to news headline generation in Proceedings of the 16th Irish conference on Artificial Intelligence and Cognitive Science (AICS05)
  58. O'Kane, M., Bertolotto, M., Carthy, J. (2005) 3D Sketching for Online Accident Reporting The IASTED International Conference on HUMAN-COMPUTER INTERACTION
  59. Naughton, M., Kushmerick, N., Carthy, J. (2006) Event Detection in the News Domain Proceedings of ECIR 2006, 28th European Conference on Information Retrieval (LNCS) London
  60. Naughton, M., Toolan, F. & Carthy, J. (2004) . In (2004) Visualisation in Incident Analysis Proceedings of the 8th World Conference on Systemics, Cybernetics and Informatics Florida, July 2004
  61. McAdam, S, Carthy, J., Dunnion, J., and Drummond, A., (2003) An Oracle-based Intelligent Incident Report Retrieval System Proceedings of International Conference on Computer, Communication and Control Technologies (CCCT '03) and the 9th International Conference on Information Systems Analysis and Synthesis (ISAS '03), Orlando, USA
  62. Cassidy, D., Carthy, J., Drummond, A., Dunnion, J. and Sheppard, J. (2003) The Use of Data Mining in the Design and Implementation of an Incident Report Retrieval System Proceedings of the 2003 Systems and Information Engineering Design Symposium, Matthew H. Jones, Barbara E. Tawney and K. Preston White, Jr., eds, University of Virginia, May 2003. [Best Paper Award] Charlottesville, VA, , pp.13-18
  63. Carthy, J., and Sherwood-Smith, M., (2002) Lexical Chains for Topic Tracking IEEE International Conference on Systems man and Cybernetics, , Oct 6-9, 2002 Hammamet, Tunisia
  64. Carthy, J. (2002) InRet: An Intelligent Incident Management System European Colloquium on Case-based Reasoning (ECCBR, 2002), Sept. 4-8th, 2002 *, [Details] -Stokes, N., and Carthy, J. (2001) First Story Detection using a Composite Document Representation HLT 2001, Human Language Technology Conference, March 18-21, 2001 San Diego, California
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