| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | 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  |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Mikhail Jiline, Stan Matwin, Marcel Turcotte |
Annotation concept synthesis and enrichment analysis: a logic-based approach to the interpretation of high-throughput experiments. |
Bioinformatics |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | William Klement, Peter A. Flach, Nathalie Japkowicz, Stan Matwin |
Smooth Receiver Operating Characteristics (smROC) Curves. |
ECML/PKDD |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Bernard Stepien, Stan Matwin, Amy P. Felty |
Advantages of a non-technical XACML notation in role-based models. |
PST |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Jiang Su, Jelber Sayyad Shirab, Stan Matwin |
Large Scale Text Classification using Semisupervised Multinomial Naive Bayes. |
ICML |
2011 |
DBLP BibTeX RDF |
|
| 1 | William Klement, Szymon Wilk, Wojtek Michalowski, Stan Matwin |
Classifying Severely Imbalanced Data. |
Canadian Conference on AI |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Érico N. de Souza, Stan Matwin |
Extending AdaBoost to Iteratively Vary Its Base Classifiers. |
Canadian Conference on AI |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Javier Herranz, Stan Matwin, Jordi Nin, Vicenç Torra |
Classifying data from protected statistical datasets. |
Computers & Security |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Stan Matwin |
Privacy-Related Aspects and Techniques. |
Encyclopedia of Machine Learning |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Stan Matwin, Tomasz Szapiro |
Data Privacy: From Technology to Economics. |
Advances in Machine Learning II |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Jin Huang, Jelber Sayyad-Shirabad, Stan Matwin, Jiang Su |
Improving Co-training with Agreement-Based Sampling. |
RSCTC |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Stan Matwin, Joseph De Koninck, Amir Hossein Razavi, Ray Reza Amini |
Classification of Dreams Using Machine Learning. |
ECAI |
2010 |
DBLP BibTeX RDF |
|
| 1 | Oana Frunza, Diana Inkpen, Stan Matwin |
Building Systematic Reviews Using Automatic Text Classification Techniques. |
COLING (Posters) |
2010 |
DBLP BibTeX RDF |
|
| 1 | Mikhail Jiline, Stan Matwin, Marcel Turcotte |
Annotation Concept Synthesis and Enrichment Analysis. |
Canadian Conference on AI |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Farid Seifi, Chris Drummond, Nathalie Japkowicz, Stan Matwin |
Improving Bayesian Learning Using Public Knowledge. |
Canadian Conference on AI |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Amir Hossein Razavi, Diana Inkpen, Sasha Uritsky, Stan Matwin |
Offensive Language Detection Using Multi-level Classification. |
Canadian Conference on AI |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Houman Abbasian, Chris Drummond, Nathalie Japkowicz, Stan Matwin |
Robustness of Classifiers to Changing Environments. |
Canadian Conference on AI |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Bernard Stepien, Stan Matwin, Amy P. Felty |
Strategies for Reducing Risks of Inconsistencies in Access Control Policies. |
ARES |
2010 |
DBLP DOI BibTeX RDF |
access control management, policy conflict detection, policy management workbench, XACML |
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Stan Matwin |
Privacy and Data Mining: New Developments and Challenges. |
EGC |
2009 |
DBLP BibTeX RDF |
|
| 1 | Bernard Stepien, Amy P. Felty, Stan Matwin |
A Non-technical User-Oriented Display Notation for XACML Conditions. |
MCETECH |
2009 |
DBLP DOI BibTeX RDF |
rule editor, Access control, XACML, notation |
| 1 | Javier Herranz, Stan Matwin, Pedro Meseguer, Jordi Nin |
A Cryptographic Solution for Private Distributed Simple Meeting Scheduling. |
CCIA |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Stan Matwin |
Image Analysis and Machine Learning: How to Foster a Stronger Connection? |
ICIAP |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | William Klement, Peter A. Flach, Nathalie Japkowicz, Stan Matwin |
Cost-Based Sampling of Individual Instances. |
Canadian Conference on AI |
2009 |
DBLP DOI BibTeX RDF |
Cost-Based Learning, Sampling, Class Imbalance |
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
Automatic Text Classification, Machine Learning, Systematic Reviews, Ranking Algorithms |
| 1 | Justin Z. Zhan, LiWu Chang, Stan Matwin |
How to Prevent Private Data from being Disclosed to a Malicious Attacker. |
Data Mining: Foundations and Practice |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Justin Z. Zhan, Stan Matwin, LiWu Chang |
Privacy-Preserving Naive Bayesian Classification over Horizontally Partitioned Data. |
Data Mining: Foundations and Practice |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Jin Huang, Charles X. Ling, Harry Zhang, Stan Matwin |
Proper Model Selection with Significance Test. |
ECML/PKDD |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Sylvain Létourneau, Stan Matwin, A. Fazel Famili |
Generation of Globally Relevant Continuous Features for Classification. |
PAKDD |
2008 |
DBLP DOI BibTeX RDF |
Machine Learning, Feature Extraction, Attribute Interactions |
| 1 | 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 |
ISMIS |
2008 |
DBLP BibTeX RDF |
|
| 1 | Jiang Su, Harry Zhang, Charles X. Ling, Stan Matwin |
Discriminative parameter learning for Bayesian networks. |
ICML |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Justin Z. Zhan, Stan Matwin, LiWu Chang |
Privacy-preserving collaborative association rule mining. |
J. Network and Computer Applications |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Justin Z. Zhan, Stan Matwin |
Privacy-preserving support vector machine classification. |
IJIIDS |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Justin Z. Zhan, Stan Matwin |
Privacy-Preserving Data Mining in Electronic Surveys. |
I. J. Network Security |
2007 |
DBLP BibTeX RDF |
|
| 1 | Justin Z. Zhan, Stan Matwin, LiWu Chang |
Privacy-preserving multi-party decision tree induction. |
IJBIDM |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
PKDD |
2007 |
DBLP BibTeX RDF |
|
| 1 | 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 |
ECML |
2007 |
DBLP BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
Evidence-Based Medicine, Medical Information Retrieval, Clinical Decision Support |
| 1 | Venanzio Capretta, Bernard Stepien, Amy P. Felty, Stan Matwin |
Formal correctness of conflict detection for firewalls. |
FMSE |
2007 |
DBLP DOI BibTeX RDF |
firewall, coq |
| 1 | Jerffeson Teixeira de Souza, Stan Matwin, Nathalie Japkowicz |
Parallelizing Feature Selection. |
Algorithmica |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Chris Drummond, Stan Matwin, Chad Gaffield |
Inferring and revising theories with confidence: analyzing bilingualism in the 1901 canadian census. |
Applied Artificial Intelligence |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Justin Z. Zhan, LiWu Chang, Stan Matwin |
Privacy-Preserving Collaborative Data Mining. |
Foundations and Novel Approaches in Data Mining |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Justin Z. Zhan, Stan Matwin |
A Crypto-Based Approach to Privacy-Preserving Collaborative Data Mining. |
ICDM Workshops |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | William Elazmeh, Nathalie Japkowicz, Stan Matwin |
Evaluating Misclassifications in Imbalanced Data. |
ECML |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | David Nadeau, Peter D. Turney, Stan Matwin |
Unsupervised Named-Entity Recognition: Generating Gazetteers and Resolving Ambiguity. |
Canadian Conference on AI |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
| 1 | Maria Fernanda Caropreso, Stan Matwin |
Beyond the Bag of Words: A Text Representation for Sentence Selection. |
Canadian Conference on AI |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Justin Z. Zhan, LiWu Chang, Stan Matwin |
Privacy Preserving K-nearest Neighbor Classification. |
I. J. Network Security |
2005 |
DBLP BibTeX RDF |
|
| 1 | Jerffeson Teixeira de Souza, Nathalie Japkowicz, Stan Matwin |
STochFS: A Framework for Combining Feature Selection Outcomes Through a Stochastic Process. |
PKDD |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Stan Matwin, Amy P. Felty, István T. Hernádvölgyi, Venanzio Capretta |
Privacy in Data Mining Using Formal Methods. |
TLCA |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Guillaume Dufay, Amy P. Felty, Stan Matwin |
Privacy-Sensitive Information Flow with JML. |
CADE |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Narjès Boufaden, William Elazmeh, Stan Matwin, Nathalie Japkowicz |
PEEP- Privacy Enforcement in Email Project. |
PST |
2005 |
DBLP BibTeX RDF |
|
| 1 | Justin Z. Zhan, Stan Matwin, LiWu Chang |
Private Mining of Association Rules. |
ISI |
2005 |
DBLP DOI BibTeX RDF |
security, Privacy, association rule mining |
| 1 | Justin Z. Zhan, LiWu Chang, Stan Matwin |
Building k-nearest neighbor classifiers on vertically partitioned private data. |
GrC |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Quintin Armour, William Elazmeh, Nour El-Kadri, Nathalie Japkowicz, Stan Matwin |
Privacy Compliance Enforcement in Email. |
Canadian Conference on AI |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Justin Z. Zhan, Stan Matwin, LiWu Chang |
Privacy-Preserving Collaborative Association Rule Mining. |
DBSec |
2005 |
DBLP DOI BibTeX RDF |
security, Privacy, association rule mining |
| 1 | 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 |
DBLP BibTeX RDF |
|
| 1 | M. Ouerd, B. John Oommen, Stan Matwin |
A formal approach to using data distributions for building causal polytree structures. |
Inf. Sci. |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Stan Matwin |
Guest Editorial. |
Machine Learning |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Érick Alphonse, Stan Matwin |
Filtering Multi-Instance Problems to Reduce Dimensionality in Relational Learning. |
J. Intell. Inf. Syst. |
2004 |
DBLP DOI BibTeX RDF |
relational learning, feature subset selection, propositionalization |
| 1 | Jelber Sayyad-Shirabad, Stan Matwin, Timothy C. Lethbridge |
Predictive Software Models. |
STEP |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Justin Z. Zhan, Stan Matwin, Nathalie Japkowicz, LiWu Chang |
Privacy-Preserving Collaborative Association Rule Mining. |
ICEB |
2004 |
DBLP BibTeX RDF |
|
| 1 | Justin Z. Zhan, LiWu Chang, Stan Matwin |
Bayesian Network Induction With Incomplete Private Data. |
ICEB |
2004 |
DBLP BibTeX RDF |
|
| 1 | Justin Z. Zhan, Stan Matwin |
Privacy-Preserving Data Mining in Electronic Surveys. |
ICEB |
2004 |
DBLP BibTeX RDF |
|
| 1 | Justin Z. Zhan, LiWu Chang, Stan Matwin |
Privacy-Preserving Multi-Party Decision Tree Induction. |
DBSec |
2004 |
DBLP BibTeX RDF |
|
| 1 | Svetlana Kiritchenko, Stan Matwin, Suhayya Abu-Hakima |
Email Classification with Temporal Features. |
Intelligent Information Systems |
2004 |
DBLP BibTeX RDF |
|
| 1 | Jelber Sayyad-Shirabad, Timothy Lethbridge, Stan Matwin |
Mining the Maintenance History of a Legacy Software System. |
ICSM |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Ouerd Messaouda, B. John Oommen, Stan Matwin |
Enhancing Caching in Distributed Databases Using Intelligent Polytree Representations. |
Canadian Conference on AI |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Marvin Zaluski, Nathalie Japkowicz, Stan Matwin |
Case Authoring from Text and Historical Experiences. |
Canadian Conference on AI |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Stan Matwin, Claude Sammut (eds.) |
Inductive Logic Programming, 12th International Conference, ILP 2002, Sydney, Australia, July 9-11, 2002. Revised Papers |
ILP |
2003 |
DBLP BibTeX RDF |
|
| 1 | Jelber Sayyad-Shirabad, Timothy C. Lethbridge, Stan Matwin |
Applying data mining to software maintenance records. |
CASCON |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Amy P. Felty, Stan Matwin |
Privacy-Oriented Data Mining by Proof Checking. |
PKDD |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Érick Alphonse, Stan Matwin |
A Dynamic Approach to Dimensionality Reduction in Relational Learning. |
ISMIS |
2002 |
DBLP DOI BibTeX RDF |
|
| 1 | Érick Alphonse, Stan Matwin |
Feature Subset Selection and Inductive Logic Programming. |
ICML |
2002 |
DBLP BibTeX RDF |
|
| 1 | Svetlana Kiritchenko, Stan Matwin |
Generalized Features: Their Application to Classification. |
AAAI/IAAI |
2002 |
DBLP BibTeX RDF |
|
| 1 | Johanne Morin, Stan Matwin |
GENEX: a tool for testing in ILP. |
Softw., Pract. Exper. |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | J. Shirabad, Timothy Lethbridge, Stan Matwin |
Supporting Software Maintenance by Mining Software Update Records. (PDF / PS) |
ICSM |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
Canadian Conference on AI |
2001 |
DBLP BibTeX RDF |
|
| 1 | Svetlana Kiritchenko, Stan Matwin |
Email classification with co-training. |
CASCON |
2001 |
DBLP DOI BibTeX RDF |
|
| 1 | Johanne Morin, Stan Matwin |
Learning Relational Clichés with Contextual LGG. |
ISMIS |
2000 |
DBLP BibTeX RDF |
|
| 1 | M. Ouerd, B. John Oommen, Stan Matwin |
A Formalism for Building Causal Polytree Structures Using Data Distributions. |
ISMIS |
2000 |
DBLP BibTeX RDF |
|
| 1 | Gregory E. Kersten, Stan Matwin, Sunil J. Noronha, Mik Kersten |
The Software for Cultures and the Cultures in Software. |
ECIS |
2000 |
DBLP BibTeX RDF |
|
| 1 | Johanne Morin, Stan Matwin |
Relational Learning with Transfer of Knowledge Between Domains. |
Canadian Conference on AI |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Jelber Sayyad-Shirabad, Timothy C. Lethbridge, Stan Matwin |
Supporting maintenance of legacy software with data mining techniques. |
CASCON |
2000 |
DBLP DOI BibTeX RDF |
|
| 1 | Mauricio Amaral de Almeida, Stan Matwin |
Machine Learning Method for Software Quality Model Building. |
ISMIS |
1999 |
DBLP DOI BibTeX RDF |
|
| 1 | Sam Scott, Stan Matwin |
Feature Engineering for Text Classification. |
ICML |
1999 |
DBLP BibTeX RDF |
|
| 1 | Miroslav Kubat, Robert C. Holte, Stan Matwin |
Machine Learning for the Detection of Oil Spills in Satellite Radar Images. |
Machine Learning |
1998 |
DBLP DOI BibTeX RDF |
|
| 1 | Sylvain Delisle, Sylvain Létourneau, Stan Matwin |
Experiments with Learning Parsing Heuristics. |
COLING-ACL |
1998 |
DBLP BibTeX RDF |
|
| 1 | Sylvain Létourneau, Stan Matwin, Fazel Famili |
A Normalization Method for Contextual Data: Experience from a Large-Scale Application. |
ECML |
1998 |
DBLP DOI BibTeX RDF |
Learning in contextual domains, attribute normalization, datamining |
| 1 | Riverson Rios, Stan Matwin |
Predicate Invention from a Few Examples. |
Canadian Conference on AI |
1998 |
DBLP BibTeX RDF |
|
| 1 | Peter Clark, Cao Feng, Stan Matwin, Ko Fung |
Improving Image Classification by Combining Statistical, Case-Based and Model Based Prediction Methods. |
Fundam. Inform. |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Miroslav Kubat, Robert C. Holte, Stan Matwin |
Learning When Negative Examples Abound. |
ECML |
1997 |
DBLP DOI BibTeX RDF |
|
| 1 | Miroslav Kubat, Stan Matwin |
Addressing the Curse of Imbalanced Training Sets: One-Sided Selection. |
ICML |
1997 |
DBLP BibTeX RDF |
|
| 1 | Riverson Rios, Stan Matwin |
Efficient Induction of Recursive Prolog Definitons. |
Canadian Conference on AI |
1996 |
DBLP DOI BibTeX RDF |
|
| 1 | 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 |
DBLP DOI BibTeX RDF |
|
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