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c101Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Kambiz Ghazinour, Stan Matwin, Marina Sokolova: Monitoring and recommending privacy settings in social networks. EDBT/ICDT Workshops 2013: 164-168
p5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Stan Matwin: Privacy-Preserving Data Mining Techniques: Survey and Challenges. Discrimination and Privacy in the Information Society 2013: 209-221
2012
j34Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Jin Huang, Jelber Sayyad-Shirabad, Stan Matwin, Jiang Su: Improving multi-view semi-supervised learning with agreement-based sampling. Intell. Data Anal. 16(5): 745-761 (2012)
j33Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Stan Matwin, Vera Sazonova: Direct comparison between support vector machine and multinomial naive Bayes algorithms for medical abstract classification. JAMIA 19(5): 917 (2012)
c100Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Bernard Stepien, Stan Matwin, Amy P. Felty: An Algorithm for Compression of XACML Access Control Policy Sets by Recursive Subsumption. ARES 2012: 161-167
c99Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Erico N. de Souza, Stan Matwin: Improvements to AdaBoost Dynamic. Canadian Conference on AI 2012: 293-298
c98Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xiaoguang Wang, Hang Shao, Nathalie Japkowicz, Stan Matwin, Xuan Liu, Alex Bourque, Bao Nguyen: Using SVM with Adaptively Asymmetric MisClassification Costs for Mine-Like Objects Detection. ICMLA (2) 2012: 78-82
c97Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Ahmed Ali Abdalla Esmin, Roberto L. De Oliveira Jr., Stan Matwin: Hierarchical Classification Approach to Emotion Recognition in Twitter. ICMLA (2) 2012: 381-385
c96Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Ahmed Ali Abdalla Esmin, Stan Matwin: Data Clustering Using Hybrid Particle Swarm Optimization. IDEAL 2012: 159-166
2011
j32Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Oana Frunza, Diana Inkpen, Stan Matwin, William Klement, Peter O'Blenis: Exploiting the systematic review protocol for classification of medical abstracts. Artificial Intelligence in Medicine 51(1): 17-25 (2011)
j31Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Mikhail Jiline, Stan Matwin, Marcel Turcotte: Annotation concept synthesis and enrichment analysis: a logic-based approach to the interpretation of high-throughput experiments. Bioinformatics 27(17): 2391-2398 (2011)
j30Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Stan Matwin, Alexandre Kouznetsov, Diana Inkpen, Oana Frunza, Peter O'Blenis: Letter: Performance of SVM and Bayesian classifiers on the systematic review classification task. JAMIA 18(1): 104-105 (2011)
c95Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
William Klement, Szymon Wilk, Wojtek Michalowski, Stan Matwin: Classifying Severely Imbalanced Data. Canadian Conference on AI 2011: 258-264
c94Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Erico N. de Souza, Stan Matwin: Extending AdaBoost to Iteratively Vary Its Base Classifiers. Canadian Conference on AI 2011: 384-389
c93no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Jiang Su, Jelber Sayyad Shirab, Stan Matwin: Large Scale Text Classification using Semisupervised Multinomial Naive Bayes. ICML 2011: 97-104
c92Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
William Klement, Peter A. Flach, Nathalie Japkowicz, Stan Matwin: Smooth Receiver Operating Characteristics (smROC) Curves. ECML/PKDD (2) 2011: 193-208
c91Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Bernard Stepien, Stan Matwin, Amy P. Felty: Advantages of a non-technical XACML notation in role-based models. PST 2011: 193-200
2010
j29Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Javier Herranz, Stan Matwin, Jordi Nin, Vicenç Torra: Classifying data from protected statistical datasets. Computers & Security 29(8): 875-890 (2010)
j28Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Stan Matwin, Alexandre Kouznetsov, Diana Inkpen, Oana Frunza, Peter O'Blenis: A new algorithm for reducing the workload of experts in performing systematic reviews. JAMIA 17(4): 446-453 (2010)
j27Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Ken Farion, Wojtek Michalowski, Szymon Wilk, Dympna O'Sullivan, Stan Matwin: A Tree-Based Decision Model to Support Prediction of the Severity of Asthma Exacerbations in Children. J. Medical Systems 34(4): 551-562 (2010)
c90Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Bernard Stepien, Stan Matwin, Amy P. Felty: Strategies for Reducing Risks of Inconsistencies in Access Control Policies. ARES 2010: 140-147
c89Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Amir Hossein Razavi, Diana Inkpen, Sasha Uritsky, Stan Matwin: Offensive Language Detection Using Multi-level Classification. Canadian Conference on AI 2010: 16-27
c88Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Houman Abbasian, Chris Drummond, Nathalie Japkowicz, Stan Matwin: Robustness of Classifiers to Changing Environments. Canadian Conference on AI 2010: 232-243
c87Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Mikhail Jiline, Stan Matwin, Marcel Turcotte: Annotation Concept Synthesis and Enrichment Analysis. Canadian Conference on AI 2010: 304-308
c86Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Farid Seifi, Chris Drummond, Nathalie Japkowicz, Stan Matwin: Improving Bayesian Learning Using Public Knowledge. Canadian Conference on AI 2010: 348-351
c85Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Oana Frunza, Diana Inkpen, Stan Matwin: Building Systematic Reviews Using Automatic Text Classification Techniques. COLING (Posters) 2010: 303-311
c84Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Stan Matwin, Joseph De Koninck, Amir Hossein Razavi, Ray Reza Amini: Classification of Dreams Using Machine Learning. ECAI 2010: 169-174
c83Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Jin Huang, Jelber Sayyad-Shirabad, Stan Matwin, Jiang Su: Improving Co-training with Agreement-Based Sampling. RSCTC 2010: 197-206
p4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Stan Matwin, Tomasz Szapiro: Data Privacy: From Technology to Economics. Advances in Machine Learning II 2010: 43-74
r1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Stan Matwin: Privacy-Related Aspects and Techniques. Encyclopedia of Machine Learning 2010: 795-801
2009
c82Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
William Klement, Peter A. Flach, Nathalie Japkowicz, Stan Matwin: Cost-Based Sampling of Individual Instances. Canadian Conference on AI 2009: 86-97
c81Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Alexandre Kouznetsov, Stan Matwin, Diana Inkpen, Amir Hossein Razavi, Oana Frunza, Morvarid Sehatkar, Leanne Seaward, Peter O'Blenis: Classifying Biomedical Abstracts Using Committees of Classifiers and Collective Ranking Techniques. Canadian Conference on AI 2009: 224-228
c80Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Jiang Su, Jelber Sayyad-Shirabad, Stan Matwin, Jin Huang: Active Learning with Automatic Soft Labeling for Induction of Decision Trees. Canadian Conference on AI 2009: 241-244
c79Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Javier Herranz, Stan Matwin, Pedro Meseguer, Jordi Nin: A Cryptographic Solution for Private Distributed Simple Meeting Scheduling. CCIA 2009: 275-283
c78no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Stan Matwin: Privacy and Data Mining: New Developments and Challenges. EGC 2009: 1
c77Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Amir Hossein Razavi, Stan Matwin, Diana Inkpen, Alexandre Kouznetsov: Parameterized Contrast in Second Order Soft Co-occurrences: A Novel Text Representation Technique in Text Mining and Knowledge Extraction. ICDM Workshops 2009: 471-476
c76Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Stan Matwin: Image Analysis and Machine Learning: How to Foster a Stronger Connection? ICIAP 2009: 5
c75Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Bernard Stepien, Amy P. Felty, Stan Matwin: A Non-technical User-Oriented Display Notation for XACML Conditions. MCETECH 2009: 53-64
2008
c74Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Jiang Su, Harry Zhang, Charles X. Ling, Stan Matwin: Discriminative parameter learning for Bayesian networks. ICML 2008: 1016-1023
c73Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Sylvain Létourneau, Stan Matwin, A. Fazel Famili: Generation of Globally Relevant Continuous Features for Classification. PAKDD 2008: 196-208
c72Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Jin Huang, Charles X. Ling, Harry Zhang, Stan Matwin: Proper Model Selection with Significance Test. ECML/PKDD (1) 2008: 536-547
p3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Justin Zhijun Zhan, LiWu Chang, Stan Matwin: How to Prevent Private Data from being Disclosed to a Malicious Attacker. Data Mining: Foundations and Practice 2008: 517-528
p2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Justin Zhijun Zhan, Stan Matwin, LiWu Chang: Privacy-Preserving Naive Bayesian Classification over Horizontally Partitioned Data. Data Mining: Foundations and Practice 2008: 529-538
e5no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Aijun An, Stan Matwin, Zbigniew W. Ras, Dominik Slezak (Eds.): Foundations of Intelligent Systems, 17th International Symposium, ISMIS 2008, Toronto, Canada, May 20-23, 2008, Proceedings. Lecture Notes in Computer Science 4994, Springer 2008, isbn 978-3-540-68122-9
2007
j26Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Justin Zhijun Zhan, Stan Matwin, LiWu Chang: Privacy-preserving multi-party decision tree induction. IJBIDM 2(2): 197-212 (2007)
j25Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Justin Zhijun Zhan, Stan Matwin: Privacy-preserving support vector machine classification. IJIIDS 1(3/4): 356-385 (2007)
j24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Justin Zhijun Zhan, Stan Matwin: Privacy-Preserving Data Mining in Electronic Surveys. I. J. Network Security 4(3): 318-327 (2007)
j23Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Justin Zhijun Zhan, Stan Matwin, LiWu Chang: Privacy-preserving collaborative association rule mining. J. Network and Computer Applications 30(3): 1216-1227 (2007)
c71Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Dympna O'Sullivan, Ken Farion, Stan Matwin, Wojtek Michalowski, Szymon Wilk: A Concept-Based Framework for Retrieving Evidence to Support Emergency Physician Decision Making at the Point of Care. K4CARE 2007: 117-126
c70Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Venanzio Capretta, Bernard Stepien, Amy P. Felty, Stan Matwin: Formal correctness of conflict detection for firewalls. FMSE 2007: 22-30
c69Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Dympna O'Sullivan, William Elazmeh, Szymon Wilk, Ken Farion, Stan Matwin, Wojtek Michalowski, Morvarid Sehatkar: Using Secondary Knowledge to Support Decision Tree Classification of Retrospective Clinical Data. MCD 2007: 238-251
e4no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Joost N. Kok, Jacek Koronacki, Ramon López de Mántaras, Stan Matwin, Dunja Mladenic, Andrzej Skowron (Eds.): Machine Learning: ECML 2007, 18th European Conference on Machine Learning, Warsaw, Poland, September 17-21, 2007, Proceedings. Lecture Notes in Computer Science 4701, Springer 2007, isbn 978-3-540-74957-8
e3no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Joost N. Kok, Jacek Koronacki, Ramon López de Mántaras, Stan Matwin, Dunja Mladenic, Andrzej Skowron (Eds.): Knowledge Discovery in Databases: PKDD 2007, 11th European Conference on Principles and Practice of Knowledge Discovery in Databases, Warsaw, Poland, September 17-21, 2007, Proceedings. Lecture Notes in Computer Science 4702, Springer 2007, isbn 978-3-540-74975-2
2006
j22Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Chris Drummond, Stan Matwin, Chad Gaffield: Inferring and revising theories with confidence: analyzing bilingualism in the 1901 canadian census. Applied Artificial Intelligence 20(1): 1-33 (2006)
j21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Jerffeson Teixeira de Souza, Stan Matwin, Nathalie Japkowicz: Parallelizing Feature Selection. Algorithmica 45(3): 433-456 (2006)
c68Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
David Nadeau, Peter D. Turney, Stan Matwin: Unsupervised Named-Entity Recognition: Generating Gazetteers and Resolving Ambiguity. Canadian Conference on AI 2006: 266-277
c67Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Maria Fernanda Caropreso, Stan Matwin: Beyond the Bag of Words: A Text Representation for Sentence Selection. Canadian Conference on AI 2006: 324-335
c66Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Svetlana Kiritchenko, Stan Matwin, Richard Nock, A. Fazel Famili: Learning and Evaluation in the Presence of Class Hierarchies: Application to Text Categorization. Canadian Conference on AI 2006: 395-406
c65Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
William Elazmeh, Nathalie Japkowicz, Stan Matwin: Evaluating Misclassifications in Imbalanced Data. ECML 2006: 126-137
c64Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Justin Zhijun Zhan, Stan Matwin: A Crypto-Based Approach to Privacy-Preserving Collaborative Data Mining. ICDM Workshops 2006: 546-550
c63Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Justin Zhijun Zhan, Stan Matwin: Privacy-Oriented Collaborative Learning Systems. SMC 2006: 4102-4105
p1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Justin Zhijun Zhan, LiWu Chang, Stan Matwin: Privacy-Preserving Collaborative Data Mining. Foundations and Novel Approaches in Data Mining 2006: 213-227
2005
j20Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Justin Zhijun Zhan, LiWu Chang, Stan Matwin: Privacy Preserving K-nearest Neighbor Classification. I. J. Network Security 1(1): 46-51 (2005)
c62Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Quintin Armour, William Elazmeh, Nour El-Kadri, Nathalie Japkowicz, Stan Matwin: Privacy Compliance Enforcement in Email. Canadian Conference on AI 2005: 194-204
c61Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Guillaume Dufay, Amy P. Felty, Stan Matwin: Privacy-Sensitive Information Flow with JML. CADE 2005: 116-130
c60Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Narjès Boufaden, William Elazmeh, Yimin Ma, Stan Matwin, Nour El-Kadri, Nathalie Japkowicz: PEEP- An Information Extraction base approach for Privacy Protection in Email. CEAS 2005
c59Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Justin Zhijun Zhan, Stan Matwin, LiWu Chang: Privacy-Preserving Collaborative Association Rule Mining. DBSec 2005: 153-165
c58Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Justin Zhijun Zhan, LiWu Chang, Stan Matwin: Building k-nearest neighbor classifiers on vertically partitioned private data. GrC 2005: 708-711
c57Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Justin Zhijun Zhan, Stan Matwin, LiWu Chang: Private Mining of Association Rules. ISI 2005: 72-80
c56Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Jerffeson Teixeira de Souza, Nathalie Japkowicz, Stan Matwin: STochFS: A Framework for Combining Feature Selection Outcomes Through a Stochastic Process. PKDD 2005: 667-674
c55Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Narjès Boufaden, William Elazmeh, Stan Matwin, Nathalie Japkowicz: PEEP- Privacy Enforcement in Email Project. PST 2005
c54Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Stan Matwin, Amy P. Felty, István T. Hernádvölgyi, Venanzio Capretta: Privacy in Data Mining Using Formal Methods. TLCA 2005: 278-292
2004
j19Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
M. Ouerd, B. John Oommen, Stan Matwin: A formal approach to using data distributions for building causal polytree structures. Inf. Sci. 168(1-4): 111-132 (2004)
j18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Érick Alphonse, Stan Matwin: Filtering Multi-Instance Problems to Reduce Dimensionality in Relational Learning. J. Intell. Inf. Syst. 22(1): 23-40 (2004)
j17Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Stan Matwin: Guest Editorial. Machine Learning 57(3): 203-204 (2004)
c53no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Justin Zhijun Zhan, LiWu Chang, Stan Matwin: Privacy-Preserving Multi-Party Decision Tree Induction. DBSec 2004: 341-355
c52no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Justin Zhijun Zhan, LiWu Chang, Stan Matwin: Bayesian Network Induction With Incomplete Private Data. ICEB 2004: 1119-1124
c51no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Justin Zhijun Zhan, Stan Matwin, Nathalie Japkowicz, LiWu Chang: Privacy-Preserving Collaborative Association Rule Mining. ICEB 2004: 1172-1178
c50no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Justin Zhijun Zhan, Stan Matwin: Privacy-Preserving Data Mining in Electronic Surveys. ICEB 2004: 1179-1185
c49no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Svetlana Kiritchenko, Stan Matwin, Suhayya Abu-Hakima: Email Classification with Temporal Features. Intelligent Information Systems 2004: 523-533
c48Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Jelber Sayyad-Shirabad, Stan Matwin, Timothy C. Lethbridge: Predictive Software Models. STEP 2004: 10-22
2003
c47Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Marvin Zaluski, Nathalie Japkowicz, Stan Matwin: Case Authoring from Text and Historical Experiences. Canadian Conference on AI 2003: 222-236
c46Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Ouerd Messaouda, B. John Oommen, Stan Matwin: Enhancing Caching in Distributed Databases Using Intelligent Polytree Representations. Canadian Conference on AI 2003: 498-504
c45Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Jelber Sayyad-Shirabad, Timothy C. Lethbridge, Stan Matwin: Applying data mining to software maintenance records. CASCON 2003: 253-265
c44Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Jelber Sayyad-Shirabad, Timothy Lethbridge, Stan Matwin: Mining the Maintenance History of a Legacy Software System. ICSM 2003: 95-104
e2no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Stan Matwin, Claude Sammut (Eds.): Inductive Logic Programming, 12th International Conference, ILP 2002, Sydney, Australia, July 9-11, 2002. Revised Papers. Lecture Notes in Computer Science 2583, Springer 2003, isbn 3-540-00567-6
2002
c43Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Svetlana Kiritchenko, Stan Matwin: Generalized Features: Their Application to Classification. AAAI/IAAI 2002: 985
c42no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Érick Alphonse, Stan Matwin: Feature Subset Selection and Inductive Logic Programming. ICML 2002: 11-18
c41Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Érick Alphonse, Stan Matwin: A Dynamic Approach to Dimensionality Reduction in Relational Learning. ISMIS 2002: 255-264
c40Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Amy P. Felty, Stan Matwin: Privacy-Oriented Data Mining by Proof Checking. PKDD 2002: 138-149
2001
j16Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Johanne Morin, Stan Matwin: GENEX: a tool for testing in ILP. Softw., Pract. Exper. 31(10): 1003-1023 (2001)
c39Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Svetlana Kiritchenko, Stan Matwin: Email classification with co-training. CASCON 2001: 8
c38Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Svetlana Kiritchenko, Stan Matwin: Email classification with co-training. CASCON 2001: 301-312
c37Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
J. Shirabad, Timothy Lethbridge, Stan Matwin: Supporting Software Maintenance by Mining Software Update Records. ICSM 2001: 22-31
e1no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Eleni Stroulia, Stan Matwin (Eds.): Advances in Artificial Intelligence, 14th Biennial Conference of the Canadian Society for Computational Studies of Intelligence, AI 2001, Ottawa, Canada, June 7-9, 2001, Proceedings. Lecture Notes in Computer Science 2056, Springer 2001, isbn 3-540-42144-0
2000
c36Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Johanne Morin, Stan Matwin: Relational Learning with Transfer of Knowledge Between Domains. Canadian Conference on AI 2000: 379-388
c35Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Jelber Sayyad-Shirabad, Timothy C. Lethbridge, Stan Matwin: Supporting maintenance of legacy software with data mining techniques. CASCON 2000: 11
c34Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Gregory E. Kersten, Stan Matwin, Sunil J. Noronha, Mik Kersten: The Software for Cultures and the Cultures in Software. ECIS 2000: 509-514
c33Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Johanne Morin, Stan Matwin: Learning Relational Clichés with Contextual LGG. ISMIS 2000: 274-282
c32Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
M. Ouerd, B. John Oommen, Stan Matwin: A Formalism for Building Causal Polytree Structures Using Data Distributions. ISMIS 2000: 629-637
1999
c31no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Sam Scott, Stan Matwin: Feature Engineering for Text Classification. ICML 1999: 379-388
c30Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Mauricio Amaral de Almeida, Stan Matwin: Machine Learning Method for Software Quality Model Building. ISMIS 1999: 565-573
1998
j15Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Miroslav Kubat, Robert C. Holte, Stan Matwin: Machine Learning for the Detection of Oil Spills in Satellite Radar Images. Machine Learning 30(2-3): 195-215 (1998)
c29Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Sylvain Delisle, Sylvain Létourneau, Stan Matwin: Experiments with Learning Parsing Heuristics. COLING-ACL 1998: 307-314
c28no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Riverson Rios, Stan Matwin: Predicate Invention from a Few Examples. Canadian Conference on AI 1998: 455-466
c27Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Sylvain Létourneau, Stan Matwin, Fazel Famili: A Normalization Method for Contextual Data: Experience from a Large-Scale Application. ECML 1998: 49-54
1997
j14Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Peter Clark, Cao Feng, Stan Matwin, Ko Fung: Improving Image Classification by Combining Statistical, Case-Based and Model Based Prediction Methods. Fundam. Inform. 30(3/4): 227-240 (1997)
c26Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Miroslav Kubat, Robert C. Holte, Stan Matwin: Learning When Negative Examples Abound. ECML 1997: 146-153
c25no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Miroslav Kubat, Stan Matwin: Addressing the Curse of Imbalanced Training Sets: One-Sided Selection. ICML 1997: 179-186
1996
c24Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Daniel Charlebois, David G. Goodenough, Stan Matwin, A. S. (Pal) Bhogal, Hugh Barclay: Planning and Learning in a Natural Resource Information System. Canadian Conference on AI 1996: 187-199
c23Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Riverson Rios, Stan Matwin: Efficient Induction of Recursive Prolog Definitons. Canadian Conference on AI 1996: 240-248
1995
j13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Cindy L. Mason, Stan Matwin: Guest Editors' Introduction: Environmental Applications of AI. IEEE Expert 10(6): 12-13 (1995)
j12Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Stan Matwin, Daniel Charlebois, David G. Goodenough, A. S. (Pal) Bhogal: Machine Learning and Planning for Data Management in Forestry. IEEE Expert 10(6): 35-40 (1995)
c22no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Xiaobin Li, Stan Szpakowicz, Stan Matwin: A WordNet-based Algorithm for Word Sense Disambiguation. IJCAI 1995: 1368-1374
1994
c21Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
David W. Aha, Stephane Lapointe, Charles X. Ling, Stan Matwin: Inverting Implication with Small Training Sets. ECML 1994: 31-48
c20no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
David W. Aha, Stephane Lapointe, Charles X. Ling, Stan Matwin: Learning Recursive Relations with Randomly Selected Small Training Sets. ICML 1994: 12-18
c19no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Stan Matwin, Affa Ahmad: Reuse of Modular Software with Automated Comment Analysis. ICSM 1994: 222-231
1993
j11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Gilles Fouqué, Stan Matwin: A Case-Based Approach to Software Reuse. J. Intell. Inf. Syst. 2(2): 165-197 (1993)
c18Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Peter Clark, Stan Matwin: Learning Domain Theories using Abstract Beckground Knowledge. ECML 1993: 360-365
c17no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Peter Clark, Stan Matwin: Using Qualitative Models to Guide Inductive Learning. ICML 1993: 49-56
c16no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
R. Jetzelsperger, Stan Matwin, Franz Oppacher: Enhancing Reuse of Smalltalk Methods by Conceptual Clustering. ICTAI 1993: 108-112
c15no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Stephane Lapointe, Charles X. Ling, Stan Matwin: Constructive Inductive Logic Programming. IJCAI 1993: 1030-1036
1992
c14no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Stephane Lapointe, Stan Matwin: Sub-unification: A Tool for Efficient Induction of Recursive Programs. ML 1992: 273-281
1991
j10Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Stan Matwin, Tomasz Szapiro, Karen Zita Haigh: Genetic algorithms approach to a negotiation support system. IEEE Transactions on Systems, Man, and Cybernetics 21(1): 102-114 (1991)
c13Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Sylvain Delisle, Stan Matwin, Lionel Zupan: Integrating EBL with automatic Text Analysis. EWSL 1991: 347
c12no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Mary Gick, Stan Matwin: The Importance of Causal Structure and Facts in Evaluating Explanations. ML 1991: 51-54
c11Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Sylvain Delisle, Stan Matwin, Jiandong Wang, Lionel Zupan: Explanation-based Learning Helps Acquire Knowledge from Natural Language Texts. ISMIS 1991: 326-337
1990
j9Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
C. Geldrez, Stan Matwin, Johanne Morin, Robert L. Probert: An Application of Explanation-Based Learning to Protocol Conformance Testing. IEEE Expert 5(5): 45-60 (1990)
j8Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Patrick Constant, Stan Matwin, Franz Oppacher: LEW: Learning by Watching. IEEE Trans. Pattern Anal. Mach. Intell. 12(3): 294-308 (1990)
c10no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Jean Genest, Stan Matwin, Boris Plante: Explanation-Based Learning with Incomplete Theories: A Three-step Approach. ML 1990: 286-294
1989
j7Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Stan Matwin, Franz Oppacher, Patrick Constant: Knowledge acquisition by incremental learning from problem-solution pairs. Computational Intelligence 5: 58-66 (1989)
c9no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Stan Matwin, Johanne Morin: Learning Procedural Knowledge in the EBG Context. ML 1989: 197-199
c8no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Stan Matwin, Stan Szpakowicz, Zbig Koperczak: NEGOPLAN: An Inference-Based Negotiation Support Tool. IFIP Congress 1989: 679-685
1988
c7no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Francesco Bergadano, Stan Matwin, Ryszard S. Michalski, Jianping Zhang: Measuring Quality of Concept Descriptions. EWSL 1988: 1-14
c6no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Francesco Bergadano, Stan Matwin, Ryszard S. Michalski, Jianping Zhang: Representing and Acquiring Imprecise and Context-dependent Concepts in Knowledge-Based Systems. ISMIS 1988: 270-280
c5no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Stan Matwin, Franz Oppacher: Learning by Watching: An Incremental Machine Learning Method that Acquires Rules by Conceptual Clustering. ISMIS 1988: 363-373
1987
c4no EE pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Stan Matwin, Stan Szpakowicz, Gregory E. Kersten, Wojtek Michalowski, Zbig Koperczak: A Logic-Based Tools for Negotiation Support. SLP 1987: 499-506
1986
j6Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Kenneth Forsythe, Stan Matwin: Copying of Dynamic Structures in a Pascal Environment. Softw., Pract. Exper. 16(4): 335-340 (1986)
1985
j5Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Stan Matwin, Tomasz Pietrzykowski: Prograph: A Preliminary Report. Comput. Lang. 10(2): 91-126 (1985)
j4Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Douglas R. Skuce, Stan Matwin, Branka Tauzovich, Franz Oppacher, Stan Szpakowicz: A Logic-Based Knowledge Source System for Natural Language Document. Data Knowl. Eng. 1(3): 201-231 (1985)
j3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Stan Matwin, Tomasz Pietrzykowski: Intelligent Backtracking in Plan-Based Deduction. IEEE Trans. Pattern Anal. Mach. Intell. 7(6): 682-692 (1985)
1984
c3Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Kenneth Forsythe, Stan Matwin: Implementation Strategies for Plan-Based Deduction. CADE 1984: 426-444
1982
c2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Tomasz Pietrzykowski, Stan Matwin: Exponential Improvement of Efficient Backtracking: A Strategy for Plan-Based Deduction. CADE 1982: 223-239
c1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Stan Matwin, Tomasz Pietrzykowski: Exponential Improvement of Efficient Backtracking: data Structure and Implementation. CADE 1982: 240-259
1977
j2Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Stan Matwin: On the Completeness of a Set of Transformations Optimizing Linear Programs. Inf. Process. Lett. 6(5): 165-167 (1977)
j1Electronic Edition pubzone.org CiteSeerX Google scholar BibTeX bibliographical record in XML
Stan Matwin: An Experimental Investigation of Geschke's Method of Global Program Optimization. Inf. Process. Lett. 6(6): 177-179 (1977)

Coauthor Index

1Houman Abbasian
[c88]
2Suhayya Abu-Hakima
[c49]
3David W. Aha (David William Aha)
[c21] [c20]
4Affa Ahmad
[c19]
5Mauricio Amaral de Almeida
[c30]
6Érick Alphonse
[j18] [c42] [c41]
7Ray Reza Amini
[c84]
8Aijun An
[e5]
9Quintin Armour
[c62]
10Hugh Barclay
[c24]
11Francesco Bergadano
[c7] [c6]
12A. S. (Pal) Bhogal
[c24] [j12]
13Narjès Boufaden
[c60] [c55]
14Alex Bourque
[c98]
15Venanzio Capretta
[c70] [c54]
16Maria Fernanda Caropreso
[c67]
17LiWu Chang
[p3] [p2] [j26] [j23] [p1] [j20] [c59] [c58] [c57] [c53] [c52] [c51]
18Daniel Charlebois
[c24] [j12]
19Peter Clark
[j14] [c18] [c17]
20Patrick Constant
[j8] [j7]
21Sylvain Delisle
[c29] [c13] [c11]
22Chris Drummond
[c88] [c86] [j22]
23Guillaume Dufay
[c61]
24Nour El-Kadri
[c62] [c60]
25William Elazmeh
[c69] [c65] [c62] [c60] [c55]
26Ahmed Ali Abdalla Esmin
[c97] [c96]
27Fazel Famili (A. Fazel Famili)
[c73] [c66] [c27]
28Ken Farion
[j27] [c71] [c69]
29Amy P. Felty
[c100] [c91] [c90] [c75] [c70] [c61] [c54] [c40]
30Cao Feng
[j14]
31Peter A. Flach
[c92] [c82]
32Kenneth Forsythe
[j6] [c3]
33Gilles Fouqué
[j11]
34Oana Frunza
[j32] [j30] [j28] [c85] [c81]
35Ko Fung
[j14]
36Chad Gaffield
[j22]
37C. Geldrez
[j9]
38Jean Genest
[c10]
39Kambiz Ghazinour
[c101]
40Mary Gick
[c12]
41David G. Goodenough
[c24] [j12]
42Karen Zita Haigh
[j10]
43István T. Hernádvölgyi
[c54]
44Javier Herranz
[j29] [c79]
45Robert C. Holte (Robert Holte)
[j15] [c26]
46Jin Huang
[j34] [c83] [c80] [c72]
47Diana Inkpen (Diana Zaiu Inkpen)
[j32] [j30] [j28] [c89] [c85] [c81] [c77]
48Nathalie Japkowicz
[c98] [c92] [c88] [c86] [c82] [j21] [c65] [c62] [c60] [c56] [c55] [c51] [c47]
49R. Jetzelsperger
[c16]
50Mikhail Jiline
[j31] [c87]
51Gregory E. Kersten
[c34] [c4]
52Mik Kersten
[c34]
53Svetlana Kiritchenko
[c66] [c49] [c43] [c39] [c38]
54William Klement
[j32] [c95] [c92] [c82]
55Joost N. Kok
[e4] [e3]
56Joseph De Koninck
[c84]
57Zbig Koperczak
[c8] [c4]
58Jacek Koronacki
[e4] [e3]
59Alexandre Kouznetsov
[j30] [j28] [c81] [c77]
60Miroslav Kubat
[j15] [c26] [c25]
61Stephane Lapointe
[c21] [c20] [c15] [c14]
62Timothy Lethbridge (Timothy C. Lethbridge)
[c48] [c45] [c44] [c37] [c35]
63Xiaobin Li
[c22]
64Charles X. Ling
[c74] [c72] [c21] [c20] [c15]
65Xuan Liu
[c98]
66Sylvain Létourneau
[c73] [c29] [c27]
67Yimin Ma
[c60]
68Cindy L. Mason
[j13]
69Pedro Meseguer
[c79]
70Ouerd Messaouda
[c46]
71Wojtek Michalowski
[c95] [j27] [c71] [c69] [c4]
72Ryszard S. Michalski
[c7] [c6]
73Dunja Mladenic
[e4] [e3]
74Johanne Morin
[j16] [c36] [c33] [j9] [c9]
75Ramon López de Mántaras
[e4] [e3]
76David Nadeau
[c68]
77Bao Nguyen
[c98]
78Jordi Nin
[j29] [c79]
79Richard Nock
[c66]
80Sunil J. Noronha
[c34]
81Peter O'Blenis
[j32] [j30] [j28] [c81]
82Dympna O'Sullivan
[j27] [c71] [c69]
83Roberto L. De Oliveira Jr.
[c97]
84B. John Oommen
[j19] [c46] [c32]
85Franz Oppacher
[c16] [j8] [j7] [c5] [j4]
86M. Ouerd
[j19] [c32]
87Tomasz Pietrzykowski
[j5] [j3] [c2] [c1]
88Boris Plante
[c10]
89Robert L. Probert
[j9]
90Zbigniew W. Ras
[e5]
91Amir Hossein Razavi
[c89] [c84] [c81] [c77]
92Riverson Rios
[c28] [c23]
93Claude Sammut
[e2]
94Jelber Sayyad-Shirabad
[j34] [c83] [c80] [c48] [c45] [c44] [c35]
95Vera Sazonova
[j33]
96Sam Scott
[c31]
97Leanne Seaward
[c81]
98Morvarid Sehatkar
[c81] [c69]
99Farid Seifi
[c86]
100Hang Shao
[c98]
101Jelber Sayyad Shirab
[c93]
102J. Shirabad
[c37]
103Andrzej Skowron
[e4] [e3]
104Douglas R. Skuce
[j4]
105Dominik Slezak
[e5]
106Marina Sokolova
[c101]
107Erico N. de Souza
[c99] [c94]
108Jerffeson Teixeira de Souza
[j21] [c56]
109Bernard Stepien
[c100] [c91] [c90] [c75] [c70]
110Eleni Stroulia
[e1]
111Jiang Su
[j34] [c93] [c83] [c80] [c74]
112Tomasz Szapiro
[p4] [j10]
113Stan Szpakowicz
[c22] [c8] [c4] [j4]
114Branka Tauzovich
[j4]
115Vicenç Torra (Vicenç Torra I. Reventós)
[j29]
116Marcel Turcotte
[j31] [c87]
117Peter D. Turney
[c68]
118Sasha Uritsky
[c89]
119Jiandong Wang
[c11]
120Xiaoguang Wang
[c98]
121Szymon Wilk
[c95] [j27] [c71] [c69]
122Marvin Zaluski
[c47]
123Justin Zhijun Zhan
[p3] [p2] [j26] [j25] [j24] [j23] [c64] [c63] [p1] [j20] [c59] [c58] [c57] [c53] [c52] [c51] [c50]
124Harry Zhang
[c74] [c72]
125Jianping Zhang
[c7] [c6]
126Lionel Zupan
[c13] [c11]

Colors in the list of coauthors

Last update Mon May 20 05:52:07 2013 CET by the DBLP TeamThis material is Open Data Data released under the ODC-BY 1.0 license — See also our legal information page