Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDMarina Sokolova
Person information
- affiliation: University of Ottawa, ON, Canada
- affiliation: Dalhousie University, Halifax, NS, Canada
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
[i15]Fabian Nwaoha, Ziyad Gaffar, Ho Joon Chun, Marina Sokolova:
Longitudinal Sentiment Classification of Reddit Posts. CoRR abs/2401.12382 (2024)- [i14]Fabian Nwaoha, Ziyad Gaffar, Ho Joon Chun, Marina Sokolova:
Longitudinal Sentiment Topic Modelling of Reddit Posts. CoRR abs/2401.13805 (2024) - [i13]Siana Kong, Marina Sokolova:
Explainable Multi-Label Classification of MBTI Types. CoRR abs/2405.02349 (2024) - 2022
- [j14]Ahmad Pesaranghader, Stan Matwin
, Marina Sokolova, Jean-Christophe Grenier, Robert G. Beiko, Julie Hussin:
deepSimDEF: deep neural embeddings of gene products and gene ontology terms for functional analysis of genes. Bioinform. 38(11): 3051-3061 (2022) - [i12]Yilin Yang, Tomas Fieg, Marina Sokolova:
Sentiment Analysis of Covid-related Reddits. CoRR abs/2205.06863 (2022) - 2021
- [j13]Qufei Chen, Marina Sokolova:
Specialists, Scientists, and Sentiments: Word2Vec and Doc2Vec in Analysis of Scientific and Medical Texts. SN Comput. Sci. 2(5): 414 (2021) - [i11]YuanZheng Hu, Marina Sokolova:
Explainable Multi-class Classification of the CAMH COVID-19 Mental Health Data. CoRR abs/2105.13430 (2021) - [i10]Zihan Chen, Marina Sokolova:
Sentiment Analysis of the COVID-related r/Depression Posts. CoRR abs/2108.06215 (2021) - 2020
- [i9]YuanZheng Hu, Marina Sokolova:
Explainable Multi-class Classification of Medical Data. CoRR abs/2012.13796 (2020) - [i8]YuanZheng Hu, Marina Sokolova:
Convolutional Neural Networks in Multi-Class Classification of Medical Data. CoRR abs/2012.14059 (2020)
2010 – 2019
- 2019
- [j12]Ahmad Pesaranghader, Stan Matwin, Marina Sokolova, Ali Pesaranghader:
deepBioWSD: effective deep neural word sense disambiguation of biomedical text data. J. Am. Medical Informatics Assoc. 26(5): 438-446 (2019) - [c42]Qufei Chen, Marina Sokolova:
Unsupervised Sentiment Analysis of Objective Texts. Canadian AI 2019: 460-465 - 2018
- [j11]Marina Sokolova:
Big Text advantages and challenges: classification perspective. Int. J. Data Sci. Anal. 5(1): 1-10 (2018) - [c41]Ahmad Pesaranghader, Ali Pesaranghader, Stan Matwin, Marina Sokolova:
One Single Deep Bidirectional LSTM Network for Word Sense Disambiguation of Text Data. Canadian AI 2018: 96-107 - [c40]Victoria Bobicev, Marina Sokolova:
Thumbs Up and Down: Sentiment Analysis of Medical Online Forums. SMM4H@EMNLP 2018: 22-26 - [i7]Ahmad Pesaranghader, Ali Pesaranghader, Stan Matwin, Marina Sokolova:
One Single Deep Bidirectional LSTM Network for Word Sense Disambiguation of Text Data. CoRR abs/1802.09059 (2018) - [i6]Marina Sokolova, Victoria Bobicev:
Corpus Statistics in Text Classification of Online Data. CoRR abs/1803.06390 (2018) - [i5]Qufei Chen, Marina Sokolova:
Word2Vec and Doc2Vec in Unsupervised Sentiment Analysis of Clinical Discharge Summaries. CoRR abs/1805.00352 (2018) - 2017
- [j10]Yasser Jafer, Stan Matwin, Marina Sokolova:
A Multi-dimensional Privacy-aware Evaluation Function in Automatic Feature Selection. Trans. Data Priv. 10(3): 145-174 (2017) - [c39]Victoria Bobicev, Marina Sokolova:
Confused and Thankful: Multi-label Sentiment Classification of Health Forums. Canadian AI 2017: 284-289 - [c38]Victoria Bobicev, Marina Sokolova:
Inter-Annotator Agreement in Sentiment Analysis: Machine Learning Perspective. RANLP 2017: 97-102 - [i4]Marina Sokolova, Vera Sazonova, Kanyi Huang, Rudraneel Chakraboty, Stan Matwin:
Studying Positive Speech on Twitter. CoRR abs/1702.08866 (2017) - 2016
- [j9]Ahmad Pesaranghader, Stan Matwin, Marina Sokolova, Robert G. Beiko:
simDEF: definition-based semantic similarity measure of gene ontology terms for functional similarity analysis of genes. Bioinform. 32(9): 1380-1387 (2016) - [j8]Dung Tran, Marina Sokolova:
Applying multi-label and multi-class classification to enhance K-anonymity in sequential releases. Prog. Artif. Intell. 5(4): 277-288 (2016) - [p1]Marina Sokolova, Stan Matwin:
Personal Privacy Protection in Time of Big Data. Challenges in Computational Statistics and Data Mining 2016: 365-380 - [i3]Kambiz Ghazinour, Stan Matwin, Marina Sokolova:
YOURPRIVACYPROTECTOR, A recommender system for privacy settings in social networks. CoRR abs/1602.01937 (2016) - [i2]Marina Sokolova, Kanyi Huang, Stan Matwin, Joshua Ramisch, Vera Sazonova, Renee Black, Chris Orwa, Sidney Ochieng, Nanjira Sambuli:
Topic Modelling and Event Identification from Twitter Textual Data. CoRR abs/1608.02519 (2016) - 2015
- [j7]Victoria Bobicev, Marina Sokolova, Michael P. Oakes:
What Goes Around Comes Around: Learning Sentiments in Online Medical Forums. Cogn. Comput. 7(5): 609-621 (2015) - [j6]Naveen Kumar Parachur Cotha, Marina Sokolova:
Multi-label learning in classification of patients' quasi-identifiers. Prog. Artif. Intell. 4(3-4): 37-48 (2015) - [c37]Yasser Jafer, Stan Matwin, Marina Sokolova:
Privacy-aware Wrappers. Canadian AI 2015: 130-138 - [c36]Victoria Bobicev, Marina Sokolova, Michael P. Oakes:
Sentiment and Factual Transitions in Online Medical Forums. Canadian AI 2015: 204-211 - [c35]Victoria Bobicev, Marina Sokolova:
No Sentiment is an Island - Sentiment Classification on Medical Forums. Discovery Science 2015: 25-32 - [c34]Yasser Jafer, Stan Matwin, Marina Sokolova:
A framework for a privacy-aware feature selection evaluation measure. PST 2015: 62-69 - [c33]Marina Sokolova, Victoria Bobicev:
Learning Relationship between Authors' Activity and Sentiments: A case study of online medical forums. RANLP 2015: 604-610 - [i1]Naveen Kumar Parachur Cotha, Marina Sokolova:
Multi-Labeled Classification of Demographic Attributes of Patients: a case study of diabetics patients. CoRR abs/1503.07795 (2015) - 2014
- [c32]Victoria Bobicev, Marina Sokolova, Michael P. Oakes:
Recognition of Sentiment Sequences in Online Discussions. SocialNLP@COLING 2014: 44-49 - [c31]Yasser Jafer, Stan Matwin, Marina Sokolova:
Task Oriented Privacy Preserving Data Publishing Using Feature Selection. Canadian AI 2014: 143-154 - [c30]Yasser Jafer, Stan Matwin, Marina Sokolova:
Privacy-aware filter-based feature selection. IEEE BigData 2014: 1-5 - [c29]Yasser Jafer, Stan Matwin, Marina Sokolova:
Using Feature Selection to Improve the Utility of Differentially Private Data Publishing. EUSPN/ICTH 2014: 511-516 - [e1]Marina Sokolova, Peter van Beek:
Advances in Artificial Intelligence - 27th Canadian Conference on Artificial Intelligence, Canadian AI 2014, Montréal, QC, Canada, May 6-9, 2014. Proceedings. Lecture Notes in Computer Science 8436, Springer 2014, ISBN 978-3-319-06482-6 [contents] - 2013
- [c28]Kambiz Ghazinour, Marina Sokolova, Stan Matwin:
Detecting Health-Related Privacy Leaks in Social Networks Using Text Mining Tools. Canadian AI 2013: 25-39 - [c27]Kambiz Ghazinour, Stan Matwin, Marina Sokolova:
Monitoring and recommending privacy settings in social networks. EDBT/ICDT Workshops 2013: 164-168 - [c26]Tanveer Ali, David Schramm, Marina Sokolova, Diana Inkpen:
Can I Hear You? Sentiment Analysis on Medical Forums. IJCNLP 2013: 667-673 - [c25]Tanveer Ali, Marina Sokolova, David Schramm, Diana Inkpen:
Opinion Learning from Medical Forums. RANLP 2013: 18-24 - [c24]Marina Sokolova, Ilya Ioshikhes, Hamid Poursepanj, Alex MacKenzie:
NLP can help parents to understand rare diseases. RANLP (Medicine and Biology) 2013: 24-33 - [c23]Victoria Bobicev, Marina Sokolova, Khaled El Emam, Stan Matwin:
Authorship Attribution in Health Forums. RANLP 2013: 74-82 - [c22]Marina Sokolova, Stan Matwin, Yasser Jafer, David Schramm:
How Joe and Jane Tweet about Their Health: Mining for Personal Health Information on Twitter. RANLP 2013: 626-632 - [c21]Marina Sokolova, Victoria Bobicev:
What Sentiments Can Be Found in Medical Forums? RANLP 2013: 633-639 - 2012
- [c20]Victoria Bobicev, Marina Sokolova, Yasser Jafer, David Schramm:
Learning Sentiments from Tweets with Personal Health Information. Canadian AI 2012: 37-48 - [c19]Marina Sokolova, Yasser Jafer, David Schramm:
Text Mining for Personal Health Information on Twitter. HISB 2012: 112 - 2011
- [j5]Marina Sokolova, Guy Lapalme:
Learning opinions in user-generated web content. Nat. Lang. Eng. 17(4): 541-567 (2011) - [c18]Marina Sokolova, Victoria Bobicev:
Sentiments and Opinions in Health-related Web messages. RANLP 2011: 132-139 - [c17]Marina Sokolova, David Schramm:
Building a Patient-based Ontology for User-written Web Messages. RANLP 2011: 758-763 - 2010
- [j4]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. J. Am. Medical Informatics Assoc. 17(2): 148-158 (2010) - [c16]Marina Sokolova, Khaled El Emam, Sadrul Chowdhury, Emilio Neri, Sean Rose, Elizabeth Jonker:
Evaluation of Rare Event Detection. Canadian AI 2010: 379-383
2000 – 2009
- 2009
- [j3]Marina Sokolova, Guy Lapalme:
A systematic analysis of performance measures for classification tasks. Inf. Process. Manag. 45(4): 427-437 (2009) - [c15]Marina Sokolova, Guy Lapalme:
Opinion Learning without Emotional Words. Canadian AI 2009: 253-256 - [c14]Marina Sokolova, Victoria Bobicev:
Classification of Emotion Words in Russian and Romanian Languages. RANLP 2009: 416-420 - [c13]Marina Sokolova, Guy Lapalme:
Classification of Opinions with Non-affective Adverbs and Adjectives. RANLP 2009: 421-427 - 2008
- [c12]Victoria Bobicev, Marina Sokolova:
An Effective and Robust Method for Short Text Classification. AAAI 2008: 1444-1445 - [c11]Marina Sokolova, Guy Lapalme:
Verbs Speak Loud: Verb Categories in Learning Polarity and Strength of Opinions. Canadian AI 2008: 320-331 - [c10]Marina Sokolova, Vivi Nastase, Stan Szpakowicz:
The Telling Tail: Signals of Success in Electronic Negotiation Texts. IJCNLP 2008: 257-264 - 2007
- [c9]Marina Sokolova, Guy Lapalme:
Performance Measures in Classification of Human Communications. Canadian AI 2007: 159-170 - 2006
- [j2]Mohak Shah, Marina Sokolova, Stan Szpakowicz:
Process-Specific Information for Learning Electronic Negotiation Outcomes. Fundam. Informaticae 74(2-3): 351-373 (2006) - [c8]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 - [c7]Marina Sokolova, Stan Szpakowicz:
Language Patterns in the Learning of Strategies from Negotiation Texts. Canadian AI 2006: 288-299 - [c6]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 - 2005
- [j1]Mario Marchand, Marina Sokolova:
Learning with Decision Lists of Data-Dependent Features. J. Mach. Learn. Res. 6: 427-451 (2005) - [c5]Marina Sokolova, Stan Szpakowicz:
Analysis and Classification of Strategies in Electronic Negotiations. Canadian AI 2005: 145-157 - 2004
- [c4]Marina Sokolova, Stan Szpakowicz, Vivi Nastase:
Using Language to Determine Success in Negotiations: A Preliminary Study. Canadian AI 2004: 449-453 - 2003
- [c3]Mikhail Doroshevich, Marina Sokolova:
ICT in Belarus. EGOV 2003: 484-487 - [c2]Mario Marchand, Mohak Shah, John Shawe-Taylor, Marina Sokolova:
The Set Covering Machine with Data-Dependent Half-Spaces. ICML 2003: 520-527 - 2002
- [c1]Marina Sokolova, Mario Marchand, Nathalie Japkowicz, John Shawe-Taylor:
The Decision List Machine. NIPS 2002: 921-928
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-06-10 21:21 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
