Marina Sokolova

Kambiz Ghazinour, Marina Sokolova, Stan Matwin: Detecting Health-Related Privacy Leaks in Social Networks Using Text Mining Tools. Canadian Conference on AI 2013: 25-39

Kambiz Ghazinour, Stan Matwin, Marina Sokolova: Monitoring and recommending privacy settings in social networks. EDBT/ICDT Workshops 2013: 164-168

Victoria Bobicev, Marina Sokolova, Yasser Jafer, David Schramm: Learning Sentiments from Tweets with Personal Health Information. Canadian Conference on AI 2012: 37-48

Marina Sokolova, Yasser Jafer, David Schramm: Text Mining for Personal Health Information on Twitter. HISB 2012: 112

Marina Sokolova, Guy Lapalme: Learning opinions in user-generated web content. Natural Language Engineering 17(4): 541-567 (2011)

Marina Sokolova, Victoria Bobicev: Sentiments and Opinions in Health-related Web messages. RANLP 2011: 132-139

Marina Sokolova, David Schramm: Building a Patient-based Ontology for User-written Web Messages. RANLP 2011: 758-763

Khaled El Emam, Emilio Neri, Elizabeth Jonker, Marina Sokolova, Liam Peyton, Angelica Neisa, Teresa Scassa: The inadvertent disclosure of personal health information through peer-to-peer file sharing programs. JAMIA 17(2): 148-158 (2010)

Marina Sokolova, Khaled El Emam, Sadrul Chowdhury, Emilio Neri, Sean Rose, Elizabeth Jonker: Evaluation of Rare Event Detection. Canadian Conference on AI 2010: 379-383

Marina Sokolova, Guy Lapalme: A systematic analysis of performance measures for classification tasks. Inf. Process. Manage. 45(4): 427-437 (2009)

Marina Sokolova, Guy Lapalme: Opinion Learning without Emotional Words. Canadian Conference on AI 2009: 253-256

Victoria Bobicev, Marina Sokolova: An Effective and Robust Method for Short Text Classification. AAAI 2008: 1444-1445

Marina Sokolova, Guy Lapalme: Verbs Speak Loud: Verb Categories in Learning Polarity and Strength of Opinions. Canadian Conference on AI 2008: 320-331

Marina Sokolova, Vivi Nastase, Stan Szpakowicz: The Telling Tail: Signals of Success in Electronic Negotiation Texts. IJCNLP 2008: 257-264

Marina Sokolova, Guy Lapalme: Performance Measures in Classification of Human Communications. Canadian Conference on AI 2007: 159-170

Mohak Shah, Marina Sokolova, Stan Szpakowicz: Process-Specific Information for Learning Electronic Negotiation Outcomes. Fundam. Inform. 74(2-3): 351-373 (2006)

Vivi Nastase, Jelber Sayyad-Shirabad, Marina Sokolova, Stan Szpakowicz: Learning Noun-Modifier Semantic Relations with Corpus-based and WordNet-based Features. AAAI 2006: 781-787

Marina Sokolova, Stan Szpakowicz: Language Patterns in the Learning of Strategies from Negotiation Texts. Canadian Conference on AI 2006: 288-299

Marina Sokolova, Nathalie Japkowicz, Stan Szpakowicz: Beyond Accuracy, F-Score and ROC: A Family of Discriminant Measures for Performance Evaluation. Australian Conference on Artificial Intelligence 2006: 1015-1021

Mario Marchand, Marina Sokolova: Learning with Decision Lists of Data-Dependent Features. Journal of Machine Learning Research 6: 427-451 (2005)

Marina Sokolova, Stan Szpakowicz: Analysis and Classification of Strategies in Electronic Negotiations. Canadian Conference on AI 2005: 145-157

Marina Sokolova, Stan Szpakowicz, Vivi Nastase: Using Language to Determine Success in Negotiations: A Preliminary Study. Canadian Conference on AI 2004: 449-453

Mikhail Doroshevich, Marina Sokolova: ICT in Belarus. EGOV 2003: 484-487

Mario Marchand, Mohak Shah, John Shawe-Taylor, Marina Sokolova: The Set Covering Machine with Data-Dependent Half-Spaces. ICML 2003: 520-527

Marina Sokolova, Mario Marchand, Nathalie Japkowicz, John Shawe-Taylor: The Decision List Machine. NIPS 2002: 921-928