Marina Sokolova

73 papers A* 3B 3C 1Misc 10Journal 29Unranked 25

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Explainable Multi-Label Classification of MBTI Types. CoRR Siana Kong, Marina Sokolova
2024	J	`jnl`	Longitudinal Sentiment Classification of Reddit Posts. CoRR Fabian Nwaoha, Ziyad Gaffar, Ho Joon Chun, Marina Sokolova
2024	J	`jnl`	Longitudinal Sentiment Topic Modelling of Reddit Posts. CoRR Fabian Nwaoha, Ziyad Gaffar, Ho Joon Chun, Marina Sokolova
2022	J	`jnl`	Sentiment Analysis of Covid-related Reddits. CoRR Yilin Yang, Tomas Fieg, Marina Sokolova
2022	J	`jnl`	deepSimDEF: deep neural embeddings of gene products and gene ontology terms for functional analysis of genes. Bioinform. Ahmad Pesaranghader, Stan Matwin, Marina Sokolova, Jean-Christophe Grenier, Robert G. Beiko, Julie Hussin
2021	J	`jnl`	Explainable Multi-class Classification of the CAMH COVID-19 Mental Health Data. CoRR YuanZheng Hu, Marina Sokolova
2021	J	`jnl`	Sentiment Analysis of the COVID-related r/Depression Posts. CoRR Zihan Chen, Marina Sokolova
2021	J	`jnl`	Specialists, Scientists, and Sentiments: Word2Vec and Doc2Vec in Analysis of Scientific and Medical Texts. SN Comput. Sci. Qufei Chen, Marina Sokolova
2020	J	`jnl`	Convolutional Neural Networks in Multi-Class Classification of Medical Data. CoRR YuanZheng Hu, Marina Sokolova
2020	J	`jnl`	Explainable Multi-class Classification of Medical Data. CoRR YuanZheng Hu, Marina Sokolova
2019	—	`conf`	Unsupervised Sentiment Analysis of Objective Texts. Canadian AI Qufei Chen, Marina Sokolova
2019	J	`jnl`	deepBioWSD: effective deep neural word sense disambiguation of biomedical text data. J. Am. Medical Informatics Assoc. Ahmad Pesaranghader, Stan Matwin, Marina Sokolova, Ali Pesaranghader
2018	J	`jnl`	Big Text advantages and challenges: classification perspective. Int. J. Data Sci. Anal. Marina Sokolova
2018	J	`jnl`	Corpus Statistics in Text Classification of Online Data. CoRR Marina Sokolova, Victoria Bobicev
2018	—	`conf`	One Single Deep Bidirectional LSTM Network for Word Sense Disambiguation of Text Data. Canadian AI Ahmad Pesaranghader, Ali Pesaranghader, Stan Matwin, Marina Sokolova
2018	J	`jnl`	One Single Deep Bidirectional LSTM Network for Word Sense Disambiguation of Text Data. CoRR Ahmad Pesaranghader, Ali Pesaranghader, Stan Matwin, Marina Sokolova
2018	—	`conf`	Thumbs Up and Down: Sentiment Analysis of Medical Online Forums. SMM4H@EMNLP Victoria Bobicev, Marina Sokolova
2018	J	`jnl`	Word2Vec and Doc2Vec in Unsupervised Sentiment Analysis of Clinical Discharge Summaries. CoRR Qufei Chen, Marina Sokolova
2017	J	`jnl`	A Multi-dimensional Privacy-aware Evaluation Function in Automatic Feature Selection. Trans. Data Priv. Yasser Jafer, Stan Matwin, Marina Sokolova
2017	—	`conf`	Confused and Thankful: Multi-label Sentiment Classification of Health Forums. Canadian AI Victoria Bobicev, Marina Sokolova
2017	Misc	`conf`	Inter-Annotator Agreement in Sentiment Analysis: Machine Learning Perspective. RANLP Victoria Bobicev, Marina Sokolova
2017	J	`jnl`	Studying Positive Speech on Twitter. CoRR Marina Sokolova, Vera Sazonova, Kanyi Huang, Rudraneel Chakraboty, Stan Matwin
2016	J	`jnl`	Applying multi-label and multi-class classification to enhance K-anonymity in sequential releases. Prog. Artif. Intell. Dung Tran, Marina Sokolova
2016	—	`ch.`	Personal Privacy Protection in Time of Big Data. Challenges in Computational Statistics and Data Mining Marina Sokolova, Stan Matwin
2016	J	`jnl`	Topic Modelling and Event Identification from Twitter Textual Data. CoRR Marina Sokolova, Kanyi Huang, Stan Matwin, Joshua Ramisch, Vera Sazonova, Renee Black, Chris Orwa, Sidney Ochieng, Nanjira Sambuli
2016	J	`jnl`	YOURPRIVACYPROTECTOR, A recommender system for privacy settings in social networks. CoRR Kambiz Ghazinour, Stan Matwin, Marina Sokolova
2016	J	`jnl`	simDEF: definition-based semantic similarity measure of gene ontology terms for functional similarity analysis of genes. Bioinform. Ahmad Pesaranghader, Stan Matwin, Marina Sokolova, Robert G. Beiko
2015	C	`conf`	A framework for a privacy-aware feature selection evaluation measure. PST Yasser Jafer, Stan Matwin, Marina Sokolova
2015	Misc	`conf`	Learning Relationship between Authors' Activity and Sentiments: A case study of online medical forums. RANLP Marina Sokolova, Victoria Bobicev
2015	J	`jnl`	Multi-Labeled Classification of Demographic Attributes of Patients: a case study of diabetics patients. CoRR Naveen Kumar Parachur Cotha, Marina Sokolova
2015	J	`jnl`	Multi-label learning in classification of patients' quasi-identifiers. Prog. Artif. Intell. Naveen Kumar Parachur Cotha, Marina Sokolova
2015	B	`conf`	No Sentiment is an Island - Sentiment Classification on Medical Forums. Discovery Science Victoria Bobicev, Marina Sokolova
2015	—	`conf`	Privacy-aware Wrappers. Canadian AI Yasser Jafer, Stan Matwin, Marina Sokolova
2015	—	`conf`	Sentiment and Factual Transitions in Online Medical Forums. Canadian AI Victoria Bobicev, Marina Sokolova, Michael P. Oakes
2015	J	`jnl`	What Goes Around Comes Around: Learning Sentiments in Online Medical Forums. Cogn. Comput. Victoria Bobicev, Marina Sokolova, Michael P. Oakes
2014	—	`ed.`	Advances in Artificial Intelligence - 27th Canadian Conference on Artificial Intelligence, Canadian AI 2014, Montréal, QC, Canada, May 6-9, 2014. Proceedings Canadian AI Marina Sokolova, Peter van Beek
2014	—	`conf`	Privacy-aware filter-based feature selection. IEEE BigData Yasser Jafer, Stan Matwin, Marina Sokolova
2014	—	`conf`	Recognition of Sentiment Sequences in Online Discussions. SocialNLP@COLING Victoria Bobicev, Marina Sokolova, Michael P. Oakes
2014	—	`conf`	Task Oriented Privacy Preserving Data Publishing Using Feature Selection. Canadian AI Yasser Jafer, Stan Matwin, Marina Sokolova
2014	—	`conf`	Using Feature Selection to Improve the Utility of Differentially Private Data Publishing. EUSPN/ICTH Yasser Jafer, Stan Matwin, Marina Sokolova
2013	Misc	`conf`	Authorship Attribution in Health Forums. RANLP Victoria Bobicev, Marina Sokolova, Khaled El Emam, Stan Matwin
2013	B	`conf`	Can I Hear You? Sentiment Analysis on Medical Forums. IJCNLP Tanveer Ali, David Schramm, Marina Sokolova, Diana Inkpen
2013	—	`conf`	Detecting Health-Related Privacy Leaks in Social Networks Using Text Mining Tools. Canadian AI Kambiz Ghazinour, Marina Sokolova, Stan Matwin
2013	Misc	`conf`	How Joe and Jane Tweet about Their Health: Mining for Personal Health Information on Twitter. RANLP Marina Sokolova, Stan Matwin, Yasser Jafer, David Schramm
2013	—	`conf`	Monitoring and recommending privacy settings in social networks. EDBT/ICDT Workshops Kambiz Ghazinour, Stan Matwin, Marina Sokolova
2013	—	`conf`	NLP can help parents to understand rare diseases. RANLP (Medicine and Biology) Marina Sokolova, Ilya Ioshikhes, Hamid Poursepanj, Alex MacKenzie
2013	Misc	`conf`	Opinion Learning from Medical Forums. RANLP Tanveer Ali, Marina Sokolova, David Schramm, Diana Inkpen
2013	Misc	`conf`	What Sentiments Can Be Found in Medical Forums? RANLP Marina Sokolova, Victoria Bobicev
2012	—	`conf`	Learning Sentiments from Tweets with Personal Health Information. Canadian AI Victoria Bobicev, Marina Sokolova, Yasser Jafer, David Schramm
2012	—	`conf`	Text Mining for Personal Health Information on Twitter. HISB Marina Sokolova, Yasser Jafer, David Schramm
2011	Misc	`conf`	Building a Patient-based Ontology for User-written Web Messages. RANLP Marina Sokolova, David Schramm
2011	J	`jnl`	Learning opinions in user-generated web content. Nat. Lang. Eng. Marina Sokolova, Guy Lapalme
2011	Misc	`conf`	Sentiments and Opinions in Health-related Web messages. RANLP Marina Sokolova, Victoria Bobicev
2010	—	`conf`	Evaluation of Rare Event Detection. Canadian AI Marina Sokolova, Khaled El Emam, Sadrul Chowdhury, Emilio Neri, Sean Rose, Elizabeth Jonker
2010	J	`jnl`	The inadvertent disclosure of personal health information through peer-to-peer file sharing programs. J. Am. Medical Informatics Assoc. Khaled El Emam, Emilio Neri, Elizabeth Jonker, Marina Sokolova, Liam Peyton, Angelica Neisa, Teresa Scassa
2009	J	`jnl`	A systematic analysis of performance measures for classification tasks. Inf. Process. Manag. Marina Sokolova, Guy Lapalme
2009	Misc	`conf`	Classification of Emotion Words in Russian and Romanian Languages. RANLP Marina Sokolova, Victoria Bobicev
2009	Misc	`conf`	Classification of Opinions with Non-affective Adverbs and Adjectives. RANLP Marina Sokolova, Guy Lapalme
2009	—	`conf`	Opinion Learning without Emotional Words. Canadian AI Marina Sokolova, Guy Lapalme
2008	A*	`conf`	An Effective and Robust Method for Short Text Classification. AAAI Victoria Bobicev, Marina Sokolova
2008	B	`conf`	The Telling Tail: Signals of Success in Electronic Negotiation Texts. IJCNLP Marina Sokolova, Vivi Nastase, Stan Szpakowicz
2008	—	`conf`	Verbs Speak Loud: Verb Categories in Learning Polarity and Strength of Opinions. Canadian AI Marina Sokolova, Guy Lapalme
2007	—	`conf`	Performance Measures in Classification of Human Communications. Canadian AI Marina Sokolova, Guy Lapalme
2006	—	`conf`	Beyond Accuracy, F-Score and ROC: A Family of Discriminant Measures for Performance Evaluation. Australian Conference on Artificial Intelligence Marina Sokolova, Nathalie Japkowicz, Stan Szpakowicz
2006	—	`conf`	Language Patterns in the Learning of Strategies from Negotiation Texts. Canadian AI Marina Sokolova, Stan Szpakowicz
2006	A*	`conf`	Learning Noun-Modifier Semantic Relations with Corpus-based and WordNet-based Features. AAAI Vivi Nastase, Jelber Sayyad-Shirabad, Marina Sokolova, Stan Szpakowicz
2006	J	`jnl`	Process-Specific Information for Learning Electronic Negotiation Outcomes. Fundam. Informaticae Mohak Shah, Marina Sokolova, Stan Szpakowicz
2005	—	`conf`	Analysis and Classification of Strategies in Electronic Negotiations. Canadian AI Marina Sokolova, Stan Szpakowicz
2005	J	`jnl`	Learning with Decision Lists of Data-Dependent Features. J. Mach. Learn. Res. Mario Marchand, Marina Sokolova
2004	—	`conf`	Using Language to Determine Success in Negotiations: A Preliminary Study. Canadian AI Marina Sokolova, Stan Szpakowicz, Vivi Nastase
2003	—	`conf`	ICT in Belarus. EGOV Mikhail Doroshevich, Marina Sokolova
2003	A*	`conf`	The Set Covering Machine with Data-Dependent Half-Spaces. ICML Mario Marchand, Mohak Shah, John Shawe-Taylor, Marina Sokolova
2002	—	`conf`	The Decision List Machine. NIPS Marina Sokolova, Mario Marchand, Nathalie Japkowicz, John Shawe-Taylor