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Tahar Kechadi

Tahar Kechadi

Biography

General
My Photograph
Name and Title: 
Professor Mohand Kechadi BE, DEA-MSc, PhD
Position: 
Associate Professor
Phone: 
Ext. 2478
Email: 
Office: 
CSI / B2.07
Address:
School of Computer Science & Informatics
Comp Science and Informatics
Belfield
Dublin 4

Professional

Conference Contributions

    • 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

    • Le-Khac, N.A. and Aouad, L. and Kechadi, M-T.; (2010) 'Toward a Distributed Knowledge Discovery on Grid Systems' In: 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: 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: 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. Canterbury Christ Church University: John Wiley & Sons, Ltd. [Details]

Peer Reviewed Journals

    • 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 Journal, 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. [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'. Journal of 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'. Journal of Parallel Computing, 23 (13):1963-1986. [Details]
    • Kechadi, M-T. and Dekeyser, J-L. ; (1993) 'Analytical Model for the Out-of-Order Execution Model in Vector Multiprocessor Systems'. Journal of Micro-Processing and Microprogramming, . [Details]

Other Journals

    • 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

    • 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, NY, USA, , 30-SEP-09 - 02-OCT-09 [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 [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 LargeDatasets 5th Int'l. Conference on Data Mining, Text Mining and theirBusiness 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) --

Research

Research Interests

  • My current research interests are primary in:
    Grid computing and Grid software,
    • Distributed data mining on Grid 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 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 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

Teaching

Teaching Interests

    Recent Postgraduates

      Current Postgraduate Students

        • Raymond Genoe, Doctor of Philosophy (PhD) - Thesis Supervisor
        • Jacques-Henry Bellec, Doctor of Philosophy (PhD) - Thesis Supervisor
        • Alan Hannaway, Master of Science (MSc) - Thesis Supervisor
        • Mark Scanlon, Master of Science (MSc) - Thesis Supervisor
        • Michael Whelan, Doctor of Philosophy (PhD) - Thesis Supervisor
        • John-Michael Harkness, Master of Science (MSc) - Thesis Supervisor
        • Damir Kahvedzic, Doctor of Philosophy (PhD) - Thesis Supervisor
        • Guillem Lefait, Doctor of Philosophy (PhD) - Thesis Supervisor

      Modules Taught

        • 200800 COMP40370 Computer Science: Data Mining
        • 200800 COMP30140 Computer Science: Operating Systems II
        • 200800 COMP30090 Computer Science: Operating Systems I