M. Tahar Kechadi

Bing Quan Huang, Mohand Tahar Kechadi, Brian Buckley: Customer churn prediction in telecommunications. Expert Syst. Appl. 39(1): 1414-1425 (2012)

Nhien-An Le-Khac, Sammer Markos, M. Tahar Kechadi: A Tree-Based Approach for Detecting Redundant Business Rules in Very Large Financial Datasets. IJBIR 3(4): 1-13 (2012)

Dimitrios C. Tselios, Ilias K. Savvas, M. Tahar Kechadi: Project Portfolio: A Job Scheduling Approach. CISIS 2012: 847-852

Ilias K. Savvas, M. Tahar Kechadi: Mining on the Cloud - K-means with MapReduce. CLOSER 2012: 413-418

Dimitrios C. Tselios, Ilias K. Savvas, M. Tahar Kechadi: The Weighted Tardiness as Objective Function of a RNN Model for the Job Scheduling Problem. EMS 2012: 15-20

Fan Cai, Nhien-An Le-Khac, M. Tahar Kechadi: Toward a new classification model for analysing financial datasets. ICDIM 2012: 1-6

Lamine M. Aouad, M. Tahar Kechadi, Justin Trentesaux, Nhien-An Le-Khac: An Open Framework for Smartphone Evidence Acquisition. IFIP Int. Conf. Digital Forensics 2012: 159-166

Fan Cai, N.-A. LeKhac, M. Tahar Kechadi: An Integrated Model for Financial Data Mining. MIWAI 2012: 306-317

M. Tahar Kechadi, Ilias K. Savvas: CKDD Track Report: Cooperative Knowledge Discovery and Data Mining. WETICE 2012: 197-198

Mark Scanlon, Alan Hannaway, M. Tahar Kechadi: Investigating Cybercrimes that Occur on Documented P2P Networks. IJACI 3(2): 56-63 (2011)

M. Tahar Kechadi, Jacques-H. Bellec, AbdelKamel Tari: Behavioural Proximity Discovery: an adaptive approach for root cause analysis. IJBIDM 6(3): 259-282 (2011)

Michael Whelan, Nhien-An Le-Khac, M. Tahar Kechadi: A New Hybrid Clustering Method for Reducing Very Large Spatio-temporal Dataset. ADMA (1) 2011: 69-82

Nhien-An Le-Khac, M. Tahar Kechadi: On a Distributed Approach for Density-Based Clustering. ICMLA (1) 2011: 283-286

Kahina Ghidouche, M. Tahar Kechadi, AbdelKamel Tari: Study and analysis of temporal data using Hidden Markov models. ICSDM 2011: 16-20

S. Ghanem, M. Tahar Kechadi, AbdelKamel Tari: New approach for distributed clustering. ICSDM 2011: 60-65

S. Sabri, M. S. Radjef, M. Tahar Kechadi: Evaluation of a clustering technique based on game theory. ICSDM 2011: 71-76

Hayette Khaled, M. Tahar Kechadi, AbdelKamel Tari: Ontology for knowledge management and improvement of data mining result. ICSDM 2011: 257-262

Michael Whelan, Nhien-An Le-Khac, M. Tahar Kechadi: Comparing two density-based clustering methods for reducing very large spatio-temporal dataset. ICSDM 2011: 519-524

Keyun Ruan, Joe Carthy, M. Tahar Kechadi, Mark Crosbie: Cloud Forensics. IFIP Int. Conf. Digital Forensics 2011: 35-46

Ying Huang, Bing Quan Huang, M. Tahar Kechadi: A Rule-Based Method for Customer Churn Prediction in Telecommunication Services. PAKDD (1) 2011: 411-422

M. Tahar Kechadi, Ilias K. Savvas: Cooperative Knowledge Discovery & Data Mining Track Report - CKDD 2011. WETICE 2011: 143-144

Jean-Francois Laloux, Nhien-An Le-Khac, M. Tahar Kechadi: Efficient Distributed Approach for Density-Based Clustering. WETICE 2011: 145-150

Bing Quan Huang, Brian Buckley, M. Tahar Kechadi: Multi-objective feature selection by using NSGA-II for customer churn prediction in telecommunications. Expert Syst. Appl. 37(5): 3638-3646 (2010)

Bing Quan Huang, M. Tahar Kechadi, Brian Buckley, G. Kiernan, E. Keogh, Tarik Rashid: A new feature set with new window techniques for customer churn prediction in land-line telecommunications. Expert Syst. Appl. 37(5): 3657-3665 (2010)

Alexey L. Lastovetsky, M. Tahar Kechadi: Recent Advances in Parallel Virtual Machine and Message Passing Interface. IJHPCA 24(1): 3-4 (2010)

Lamine M. Aouad, Nhien-An Le-Khac, M. Tahar Kechadi: Performance study of distributed Apriori-like frequent itemsets mining. Knowl. Inf. Syst. 23(1): 55-72 (2010)

Nhien-An Le-Khac, Martin Bue, Michael Whelan, M. Tahar Kechadi: A Clustering-Based Data Reduction for Very Large Spatio-Temporal Datasets. ADMA (2) 2010: 43-54

Bing Quan Huang, T. Satoh, Y. Huang, M. Tahar Kechadi, Brian Buckley: Using Genetic K-Means Algorithm for PCA Regression Data in Customer Churn Prediction. ADMA (2) 2010: 210-220

T. Sato, Bing Quan Huang, Y. Huang, M. Tahar Kechadi, Brian Buckley: Using PCA to Predict Customer Churn in Telecommunication Dataset. ADMA (2) 2010: 326-335

Lamine M. Aouad, M. Tahar Kechadi, Serge G. Petiton: Persistent Locality Management of Scientific Application Workflows. CSE 2010: 404-409

Nhien-An Le-Khac, Sammer Markos, M. Tahar Kechadi: A Data Mining-Based Solution for Detecting Suspicious Money Laundering Cases in an Investment Bank. DBKDA 2010: 235-240

Guillem Lefait, M. Tahar Kechadi: Self-clustering for identification of customer purchase behaviours. EGC 2010: 109-114

Damir Kahvedzic, M. Tahar Kechadi: Semantic Modelling of Digital Forensic Evidence. ICDF2C 2010: 149-156

Nhien-An Le-Khac, M. Tahar Kechadi: Application of Data Mining for Anti-money Laundering Detection: A Case Study. ICDM Workshops 2010: 577-584

Guillem Lefait, M. Tahar Kechadi: Customer Segmentation Architecture Based on Clustering Techniques. ICDS 2010: 243-248

Nhien-An Le-Khac, Sammer Markos, Mohand Tahar Kechadi: Performance Evaluation of a Knowledge-based Solution for Detecting Money Laundering in an Investment Bank. IKE 2010: 57-63

T. Sato, Bing Quan Huang, Y. Huang, M. Tahar Kechadi: Local PCA Regression for Missing Data Estimation in Telecommunication Dataset. PRICAI 2010: 668-673

M. Tahar Kechadi: The Data Wave: Data Management and Mining. WETICE 2010: 7-11

M. Tahar Kechadi, Ilias K. Savvas: Cooperative Knowledge Discovery & Data Mining CKDD. WETICE 2010: 96-97

Michael Whelan, Nhien-An Le-Khac, M. Tahar Kechadi: Data Reduction in Very Large Spatio-Temporal Datasets. WETICE 2010: 104-109

Bing Quan Huang, M. Tahar Kechadi, Brian Buckley: Customer Churn Prediction for Broadband Internet Services. DaWaK 2009: 229-243

Jacques-H. Bellec, M. Tahar Kechadi: Formal Model For Fault Recognition In Modern Telecommunication Networks. DMIN 2009: 347-353

Niall McGrath, Pavel Gladyshev, M. Tahar Kechadi, Joe Carthy: Investigating Encrypted Material. e-Forensics 2009: 29-35

Nhien-An Le-Khac, Sammer Markos, Mohand Tahar Kechadi: Towards a New Data Mining-Based Approach for Anti-Money Laundering in an International Investment Bank. ICDF2C 2009: 77-84

Mark Scanlon, Mohand Tahar Kechadi: Online Acquisition of Digital Forensic Evidence. ICDF2C 2009: 122-131

Nhien-An Le-Khac, Sammer Markos, Michael O'Neill, Anthony Brabazon, M. Tahar Kechadi: An Efficient Search Tool For An Anti-Money Laundering Application Of An Multi-National Bank's Dataset. IKE 2009: 151-157

Damir Kahvedzic, M. Tahar Kechadi: On the persistence of deleted windows registry data structures. SAC 2009: 895-896

Bing Quan Huang, Y. B. Zhang, M. Tahar Kechadi: Preprocessing Techniques for Online Handwriting Recognition. Intelligent Text Categorization and Clustering 2009: 25-45

Elena Camossi, Michela Bertolotto, M. Tahar Kechadi: Mining Spatio-Temporal Data at Different Levels of Detail. AGILE Conf. 2008: 225-240

Lamine M. Aouad, Nhien-An Le-Khac, M. Tahar Kechadi: Persistent Workflow on the Grid. APSCC 2008: 8-14

Nhien-An Le-Khac, Lamine M. Aouad, M. Tahar Kechadi: Handling Large Volumes of Mined Knowledge with a Self-Reconfigurable Topology on Distributed Systems. ICMLA 2008: 839-842

Alexey L. Lastovetsky, M. Tahar Kechadi, Jack Dongarra (Eds.): Recent Advances in Parallel Virtual Machine and Message Passing Interface, 15th European PVM/MPI Users' Group Meeting, Dublin, Ireland, September 7-10, 2008. Proceedings. Lecture Notes in Computer Science 5205, Springer 2008, isbn 978-3-540-87474-4

Michela Bertolotto, Sergio Di Martino, Filomena Ferrucci, M. Tahar Kechadi: Towards a framework for mining and analysing spatio-temporal datasets. International Journal of Geographical Information Science 21(8): 895-906 (2007)

P. Compieta, Sergio Di Martino, Michela Bertolotto, Filomena Ferrucci, M. Tahar Kechadi: Exploratory spatio-temporal data mining and visualization. J. Vis. Lang. Comput. 18(3): 255-279 (2007)

Nhien-An Le-Khac, Lamine M. Aouad, M. Tahar Kechadi: A New Approach for Distributed Density Based Clustering on Grid Platform. BNCOD 2007: 247-258

Jacques-H. Bellec, M. Tahar Kechadi: Cufres: clustering using fuzzy representative eventsselection for the fault recognition problem intelecommunication networks. PIKM 2007: 55-62

Lamine M. Aouad, Nhien-An Le-Khac, M. Tahar Kechadi: Variance-based Clustering Technique for Distributed Data Mining Applications. DMIN 2007: 111-117

Jacques-H. Bellec, M. Tahar Kechadi: FECk: A New Efficient Clustering Algorithm for the Events Correlation Problem in Telecommunication Networks. FGCN (1) 2007: 469-475

Benoit Hudzia, M. Tahar Kechadi: THON: A Tessellation-based Hierarchical Overlay Network for DGET Grid Middleware. ICCCN 2007: 924-931

John A. Fitzgerald, Franz Geiselbrechtinger, M. Tahar Kechadi: Mathpad: A Fuzzy Logic-Based Recognition System for Handwritten Mathematics. ICDAR 2007: 694-698

Nhien-An Le-Khac, Lamine M. Aouad, M. Tahar Kechadi: An efficient support management tool for distributed data mining environments. ICDIM 2007: 272-278

Lamine M. Aouad, Nhien-An Le-Khac, M. Tahar Kechadi: Lightweight Clustering Technique for Distributed Data Mining Applications. Industrial Conference on Data Mining 2007: 120-134

Bing Quan Huang, Y. B. Zhang, Mohand Tahar Kechadi: Preprocessing Techniques for Online Handwriting Recognition. ISDA 2007: 793-800

Ilias K. Savvas, M. Tahar Kechadi: Efficient Load Balancing on Irregular Network Topologies Using B+tree Structures. ISPDC 2007: 185-192

M. Tahar Kechadi, Michela Bertolotto: Scalable 2-Pass Data Mining Technique for Large Scale Spatio-temporal Datasets. KES (2) 2007: 785-792

Muhammad Waseem Akhtar, M. Tahar Kechadi: A comparative study of peer to peer dynamic load balancing on embedded topologies. Parallel and Distributed Computing and Networks 2007: 180-185

Ahmad Chadi Aljundi, Jean-Luc Dekeyser, M. Tahar Kechadi, Isaac D. Scherson: A universal performance factor for multi-criteria evaluation of multistage interconnection networks. Future Generation Comp. Syst. 22(7): 794-804 (2006)

John A. Fitzgerald, Franz Geiselbrechtinger, M. Tahar Kechadi: Structural analysis of handwritten mathematical expressions through fuzzy parsing. ACST 2006: 151-156

Euloge Edi, M. Tahar Kechadi, Ronan McNulty: Virtual Structured P2P Network Topology for Distributed Computing. CLUSTER 2006

Jacques-H. Bellec, M. Tahar Kechadi, Joe Carthy: Performance Evaluation of Two Data Mining Techniques of Network Alarms Analysis. DMIN 2006: 182-188

Bing Quan Huang, M. Tahar Kechadi: An HMM-SNN Method for Online Handwriting Symbol Recognition. ICIAR (2) 2006: 897-905

Bing Quang Huang, Mohand Tahar Kechadi: A Fast Feature Selection Model for Online Handwriting Symbol Recognition. ICMLA 2006: 251-257

Nhien-An Le-Khac, M. Tahar Kechadi, Joe Carthy: Admire framework: Distributed data mining on data grid platforms. ICSOFT (2) 2006: 67-72

Alex Cronin, John A. Fitzgerald, M. Tahar Kechadi: A Hybrid Recogniser for Handwritten Symbols Based on Fuzzy Logic and Self-Organizing Maps. ICTAI 2006: 693-700

M. Tahar Kechadi, Michela Bertolotto: A visual approach for spatio-temporal data mining. IRI 2006: 504-509

Bing Quan Huang, C. J. Du, Y. B. Zhang, M. Tahar Kechadi: A Hybrid HMM-SVM Method for Online Handwriting Symbol Recognition. ISDA (1) 2006: 887-891

Tariq N. Ellahi, Benoit Hudzia, Liam McDermott, M. Tahar Kechadi: Security Framework for P2P Based Grid Systems. ISPDC 2006: 230-237

Muhammad Waseem Akhtar, M. Tahar Kechadi: On the Efficiency of Dynamic Load Balancing on P2P Irregular Network Topologies. ISPDC 2006: 271-280

Jacques-H. Bellec, M. Tahar Kechadi: Behavioural Proximity Approach for Alarm Correlation in Telecommunication Networks. MICAI 2006: 674-683

Euloge Edi, M. Tahar Kechadi, Ronan McNulty: TreeP: A Self-reconfigurable Topology for Unstructured P2P Systems. PARA 2006: 1136-1146

Benoit Hudzia, Tariq N. Ellahi, Liam McDermott, M. Tahar Kechadi: A Java Based Architecture of P2P-Grid Middleware. PDPTA 2006: 113-119

Benoit Hudzia, Liam McDermott, Tariq N. Ellahi, M. Tahar Kechadi: Entity Based Peer-to-Peer in a Data Grid Environment. CoRR abs/cs/0608112 (2006)

Benoit Hudzia, Tariq N. Ellahi, Liam McDermott, M. Tahar Kechadi: A Java Based Architecture of P2P-Grid Middleware. CoRR abs/cs/0608113 (2006)

Tariq N. Ellahi, Benoit Hudzia, Liam McDermott, M. Tahar Kechadi: Transparent Migration of Multi-Threaded Applications on a Java Based Grid. CoRR abs/cs/0608116 (2006)

Benoit Hudzia, M. Tahar Kechadi, A. Ottewill: TreeP: A Tree-Based P2P Network Architecture. CoRR abs/cs/0608118 (2006)

M. Tahar Kechadi, Ilias K. Savvas: Dynamic task scheduling for irregular network topologies. Parallel Computing 31(7): 757-776 (2005)

Kok Seng Low, M. Tahar Kechadi: Evaluation of a Neural Network Approach on FMS Cyclic Task Scheduling Problem. Artificial Intelligence and Applications 2005: 30-35

Tarik Rashid, M. Tahar Kechadi: Multi-Context-Recurrent Neural Network for Load Forecasting. Artificial Intelligence and Applications 2005: 797-802

Benoit Hudzia, M. Tahar Kechadi, A. Ottewill: TreeP: A Tree Based P2P Network Architecture. CLUSTER 2005: 1-15

Tarik Rashid, M. Tahar Kechadi: Neural Network Effective Approach for Energy Load Forecasting. Computational Intelligence 2005: 220-225

Bing Quan Huang, M. Tahar Kechadi: A Recurrent Neural Network Recogniser for Online Recognition of Handwritten Symbols. ICEIS (2) 2005: 27-34

John A. Fitzgerald, Bing Quan Huang, M. Tahar Kechadi: An Efficient Hybrid Approach for Online Recognition of Handwritten Symbols. MICAI 2005: 843-853

Muhammad Waseem Akhtar, M. Tahar Kechadi: Efficient Two-Pass Dynamic Load Balancing for Computational Clusters. Parallel and Distributed Computing and Networks 2005: 252-257

Muhammad Waseem Akhtar, M. Tahar Kechadi: Dynamic Load Balancing of Content Requests in Peer to Peer Systems. IASTED PDCS 2005: 79-84

Jacques-H. Bellec, M. Tahar Kechadi, Joe Carthy: A New Efficient Clustering Algorithm for Network Alarm Analysis. IASTED PDCS 2005: 638-643

Tarik Rashid, M. Tahar Kechadi: A Practical Approach for Electricity Load Forecasting. WEC (5) 2005: 201-205

Ilias K. Savvas, M. Tahar Kechadi: Performance study of a dynamic task scheduling for heterogeneous distributed systems. Operational Research 4(3): 291-303 (2004)

John A. Fitzgerald, Franz Geiselbrechtinger, M. Tahar Kechadi: Feature Extraction of Handwritten Symbols Using Fuzzy Logic. Canadian Conference on AI 2004: 493-498

Orla McEnery, Alex Cronin, M. Tahar Kechadi, Franz Geiselbrechtinger: Suitability of Two Associative Memory Neural Networks to Character Recognition. Australian Conference on Artificial Intelligence 2004: 886-897

Tariq N. Ellahi, M. Tahar Kechadi: Distributed Resource Discovery in Wide Area Grid Environments. International Conference on Computational Science 2004: 210-217

John A. Fitzgerald, Franz Geiselbrechtinger, Mohand Tahar Kechadi: Application of fuzzy logic to online recognition of handwritten symbols. IWFHR 2004: 395-400

Alex Cronin, Orla McEnery, M. Tahar Kechadi, Franz Geiselbrechtinger: Comparative Analysis of Two Associative Memory Neural Networks. ICTAI 2004: 120-127

Ilias K. Savvas, M. Tahar Kechadi: Dynamic Task Scheduling in Computing Cluster Environments. ISPDC/HeteroPar 2004: 372-379

Ahmad Chadi Aljundi, Jean-Luc Dekeyser, M. Tahar Kechadi, Isaac D. Scherson: A Study of an Evaluation Methodology for Unbuffered Multistage Interconnection Networks. IPDPS 2003: 277

Ilias K. Savvas, M. Tahar Kechadi: On The Load Distribution and Performance of Meta-Computing Systems. ISPDC 2003: 222-229

Ilias K. Savvas, M. Tahar Kechadi: Performance Study of Scheduling Mechanisms for Peer-to-Peer Computing Environments. PPAM 2003: 954-962

M. Tahar Kechadi: Recurrent Neural Network Approach for Partitioning Irregular Graphs. HPCN Europe 1999: 450-459

M. Tahar Kechadi, David F. Hegarty: A Parallel Technique for Partitioning Nodes of Weighted Graphs. HPCN Europe 1998: 449-457

M. Tahar Kechadi, Jean-Luc Dekeyser: Analysis and Simulation of an Out-Of-Order Execution Model in Vector Multiprocessor Systems. Parallel Computing 23(13): 1963-1986 (1997)

David F. Hegarty, M. Tahar Kechadi: Topology Preserving Dynamic Load Balancing for Parallel Molecular Simulations. SC 1997: 36

M. Tahar Kechadi, P. Kiernan, David F. Hegarty, K. A. Dawson: Parallel Simulation Environment for Polymers, DNA and Protein Molecular Chains. HPCN Europe 1996: 373-378

David F. Hegarty, M. Tahar Kechadi, K. A. Dawson: On the Crossover Points for Dynamic Load Balancing of Long-Chained Molecules. PARA 1996: 388-397

David F. Hegarty, M. Tahar Kechadi, K. A. Dawson: Dynamic Domain Decomposition and Load Balancing for Parallel Simulations of Long-Chained Molecules. PARA 1995: 303-312