Marina Sokolova
Marina Sokolova
Institute for Data Analytics@Dal U and University of Ottawa
Verified email at - Homepage
Cited by
Cited by
A systematic analysis of performance measures for classification tasks
M Sokolova, G Lapalme
Information processing & management 45 (4), 427-437, 2009
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
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
Inter-annotator agreement in sentiment analysis: machine learning perspective
V Bobicev, M Sokolova
Recent Advances in Natural Language Processing, 97-102, 2017
Learning with Decision Lists of Data-Dependent Features.
M Marchand, M Sokolova
Journal of Machine Learning Research 6 (4), 2005
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
An Effective and Robust Method for Short Text Classification.
V Bobicev, M Sokolova
AAAI, 1444-1445, 2008
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
YOURPRIVACYPROTECTOR, A recommender system for privacy settings in social networks
K Ghazinour, S Matwin, M Sokolova
arXiv preprint arXiv:1602.01937, 2016
Word2vec and doc2vec in unsupervised sentiment analysis of clinical discharge summaries
Q Chen, M Sokolova
arXiv preprint arXiv:1805.00352, 2018
Strategies and language trends in learning success and failure of negotiation
M Sokolova, S Szpakowicz
Group Decision and Negotiation 16, 469-484, 2007
deepBioWSD: effective deep neural word sense disambiguation of biomedical text data
A Pesaranghader, S Matwin, M Sokolova, A Pesaranghader
Journal of the American Medical Informatics Association 26 (5), 438-446, 2019
Personal Privacy Protection in the Age of Big Data
M Sokolova, S Matwin
Challenges in Computational Statistics and Data Mining, 365 - 380, 2016
Learning sentiments from tweets with personal health information
V Bobicev, M Sokolova, Y Jafer, D Schramm
Advances in Artificial Intelligence: 25th Canadian Conference on Artificial …, 2012
What sentiments can be found in medical forums?
M Sokolova, V Bobicev
RANLP, 2013
Classification of emotion words in Russian and Romanian languages
M Sokolova, V Bobicev
Proceedings of the International Conference RANLP-2009, 416-420, 2009
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
Personal health information leak prevention in heterogeneous texts
M Sokolova, K El Emam, S Rose, S Chowdhury, E Neri, E Jonker, ...
Proceedings of the workshop on adaptation of language resources and …, 2009
Task oriented privacy preserving data publishing using feature selection
Y Jafer, S Matwin, M Sokolova
Advances in Artificial Intelligence: 27th Canadian Conference on Artificial …, 2014
Performance measures in classification of human communications
M Sokolova, G Lapalme
Advances in Artificial Intelligence: 20th Conference of the Canadian Society …, 2007
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