Marina Sokolova
Marina Sokolova
Institute for Data Analytics@Dal U and University of Ottawa
Verified email at uottawa.ca - Homepage
Title
Cited by
Cited by
Year
A systematic analysis of performance measures for classification tasks
M Sokolova, G Lapalme
Information processing & management 45 (4), 427-437, 2009
27522009
Beyond accuracy, F-score and ROC: a family of discriminant measures for performance evaluation
M Sokolova, N Japkowicz, S Szpakowicz
Australasian joint conference on artificial intelligence, 1015-1021, 2006
8852006
Learning noun-modifier semantic relations with corpus-based and WordNet-based features
V Nastase, J Sayyad-Shirabad, M Sokolova, S Szpakowicz
AAAI, 781-787, 2006
912006
Learning with decision lists of data-dependent features
M Marchand, M Sokolova
Journal of Machine Learning Research 6 (Apr), 427-451, 2005
612005
An Effective and Robust Method for Short Text Classification.
V Bobicev, M Sokolova
AAAI, 1444-1445, 2008
522008
Monitoring and recommending privacy settings in social networks
K Ghazinour, S Matwin, M Sokolova
Proceedings of the Joint EDBT/ICDT 2013 Workshops, 164-168, 2013
442013
Can i hear you? sentiment analysis on medical forums
T Ali, D Schramm, M Sokolova, D Inkpen
Proceedings of the sixth international joint conference on natural language …, 2013
392013
YOURPRIVACYPROTECTOR, A recommender system for privacy settings in social networks
K Ghazinour, S Matwin, M Sokolova
arXiv preprint arXiv:1602.01937, 2016
372016
Strategies and language trends in learning success and failure of negotiation
M Sokolova, S Szpakowicz
Group Decision and Negotiation 16 (5), 469-484, 2007
292007
Learning sentiments from tweets with personal health information
V Bobicev, M Sokolova, Y Jafer, D Schramm
Canadian conference on artificial intelligence, 37-48, 2012
262012
Classification of emotion words in russian and romanian languages
M Sokolova, V Bobicev
Proceedings of the International Conference RANLP-2009, 416-420, 2009
242009
The decision list machine
M Sokolova, M Marchand, N Japkowicz, JS Shawe-taylor
Advances in neural information processing systems, 945-952, 2003
232003
What sentiments can be found in medical forums?
M Sokolova, V Bobicev
Proceedings of the International Conference Recent Advances in Natural …, 2013
222013
Sentiments and Opinions in Health-related Web messages
M Sokolova, V Bobicev
Proceedings of the International Conference Recent Advances in Natural …, 2011
212011
Verbs speak loud: Verb categories in learning polarity and strength of opinions
M Sokolova, G Lapalme
Conference of the Canadian Society for Computational Studies of Intelligence …, 2008
212008
Performance measures in classification of human communications
M Sokolova, G Lapalme
Conference of the Canadian Society for Computational Studies of Intelligence …, 2007
212007
Comparative analysis of text data in successful face-to-face and electronic negotiations
M Sokolova, M Shah, S Szpakowicz
Group Decision and Negotiation 15 (2), 127-140, 2006
202006
simDEF: definition-based semantic similarity measure of gene ontology terms for functional similarity analysis of genes
A Pesaranghader, S Matwin, M Sokolova, RG Beiko
Bioinformatics 32 (9), 1380-1387, 2016
192016
Task oriented privacy preserving data publishing using feature selection
Y Jafer, S Matwin, M Sokolova
Canadian Conference on Artificial Intelligence, 143-154, 2014
192014
Do happy words sound happy? a study of the relation between form and meaning for english words expressing emotions
V Nastase, M Sokolova, JS Shirabad
Proceedings of Recent Advances in Natural Language Processing (RANLP 2007 …, 2007
192007
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