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@article{DBLP:journals/corr/abs-2401-12382, author = {Fabian Nwaoha and Ziyad Gaffar and Ho Joon Chun and Marina Sokolova}, title = {Longitudinal Sentiment Classification of Reddit Posts}, journal = {CoRR}, volume = {abs/2401.12382}, year = {2024} }
@article{DBLP:journals/corr/abs-2401-13805, author = {Fabian Nwaoha and Ziyad Gaffar and Ho Joon Chun and Marina Sokolova}, title = {Longitudinal Sentiment Topic Modelling of Reddit Posts}, journal = {CoRR}, volume = {abs/2401.13805}, year = {2024} }
@article{DBLP:journals/corr/abs-2405-02349, author = {Siana Kong and Marina Sokolova}, title = {Explainable Multi-Label Classification of {MBTI} Types}, journal = {CoRR}, volume = {abs/2405.02349}, year = {2024} }
@article{DBLP:journals/bioinformatics/PesaranghaderMS22, author = {Ahmad Pesaranghader and Stan Matwin and Marina Sokolova and Jean{-}Christophe Grenier and Robert G. Beiko and Julie Hussin}, title = {deepSimDEF: deep neural embeddings of gene products and gene ontology terms for functional analysis of genes}, journal = {Bioinform.}, volume = {38}, number = {11}, pages = {3051--3061}, year = {2022} }
@article{DBLP:journals/corr/abs-2205-06863, author = {Yilin Yang and Tomas Fieg and Marina Sokolova}, title = {Sentiment Analysis of Covid-related Reddits}, journal = {CoRR}, volume = {abs/2205.06863}, year = {2022} }
@article{DBLP:journals/sncs/ChenS21, author = {Qufei Chen and Marina Sokolova}, title = {Specialists, Scientists, and Sentiments: Word2Vec and Doc2Vec in Analysis of Scientific and Medical Texts}, journal = {{SN} Comput. Sci.}, volume = {2}, number = {5}, pages = {414}, year = {2021} }
@article{DBLP:journals/corr/abs-2105-13430, author = {YuanZheng Hu and Marina Sokolova}, title = {Explainable Multi-class Classification of the {CAMH} {COVID-19} Mental Health Data}, journal = {CoRR}, volume = {abs/2105.13430}, year = {2021} }
@article{DBLP:journals/corr/abs-2108-06215, author = {Zihan Chen and Marina Sokolova}, title = {Sentiment Analysis of the COVID-related r/Depression Posts}, journal = {CoRR}, volume = {abs/2108.06215}, year = {2021} }
@article{DBLP:journals/cmm/ChurbanovaCTEGS20, author = {Natalia G. Churbanova and Antonina A. Chechina and Marina A. Trapeznikova and Aleksey Ermakov and Mikhail German and Pavel Sokolov and Obidzhon Bozorov}, title = {{CMMSE-2019:} Simulation and visualization of vehicular traffic on road networks using high-performance computing systems}, journal = {Comput. Math. Methods}, volume = {2}, number = {3}, year = {2020} }
@article{DBLP:journals/ijpr/DolguiIPSIW20, author = {Alexandre Dolgui and Dmitry A. Ivanov and Semyon A. Potryasaev and Boris V. Sokolov and Marina Ivanova and Frank Werner}, title = {Blockchain-oriented dynamic modelling of smart contract design and execution in the supply chain}, journal = {Int. J. Prod. Res.}, volume = {58}, number = {7}, pages = {2184--2199}, year = {2020} }
@article{DBLP:journals/sensors/BraininaBSSTV20, author = {Khiena Z. Brainina and Maria A. Bukharinova and Natalia Yu. Stozhko and Sergey V. Sokolkov and Aleksey V. Tarasov and Marina B. Vidrevich}, title = {Electrochemical Sensor Based on a Carbon Veil Modified by Phytosynthesized Gold Nanoparticles for Determination of Ascorbic Acid}, journal = {Sensors}, volume = {20}, number = {6}, pages = {1800}, year = {2020} }
@article{DBLP:journals/corr/abs-2010-09574, author = {Marina Sokolova Victoria Bobicev}, title = {Machine Learning Evaluation of the Echo-Chamber Effect in Medical Forums}, journal = {CoRR}, volume = {abs/2010.09574}, year = {2020} }
@article{DBLP:journals/corr/abs-2012-13796, author = {YuanZheng Hu and Marina Sokolova}, title = {Explainable Multi-class Classification of Medical Data}, journal = {CoRR}, volume = {abs/2012.13796}, year = {2020} }
@article{DBLP:journals/corr/abs-2012-14059, author = {YuanZheng Hu and Marina Sokolova}, title = {Convolutional Neural Networks in Multi-Class Classification of Medical Data}, journal = {CoRR}, volume = {abs/2012.14059}, year = {2020} }
@article{DBLP:journals/jamia/PesaranghaderMS19, author = {Ahmad Pesaranghader and Stan Matwin and Marina Sokolova and Ali Pesaranghader}, title = {deepBioWSD: effective deep neural word sense disambiguation of biomedical text data}, journal = {J. Am. Medical Informatics Assoc.}, volume = {26}, number = {5}, pages = {438--446}, year = {2019} }
@inproceedings{DBLP:conf/ai/ChenS19, author = {Qufei Chen and Marina Sokolova}, title = {Unsupervised Sentiment Analysis of Objective Texts}, booktitle = {Canadian {AI}}, series = {Lecture Notes in Computer Science}, volume = {11489}, pages = {460--465}, publisher = {Springer}, year = {2019} }
@inproceedings{DBLP:conf/meco/SokolovFBB19, author = {Alexsey Sokolov and Tatyana Fetisova and Alexander Bakulev and Marina Bakuleva}, title = {Development of the Algorithm for Finding the Optimal Path in a Transport Network with Dynamic Parameters based on the Multidimensional Data Model}, booktitle = {{MECO}}, pages = {1--4}, publisher = {{IEEE}}, year = {2019} }
@article{DBLP:journals/ijdsa/Sokolova18, author = {Marina Sokolova}, title = {Big Text advantages and challenges: classification perspective}, journal = {Int. J. Data Sci. Anal.}, volume = {5}, number = {1}, pages = {1--10}, year = {2018} }
@inproceedings{DBLP:conf/ai/PesaranghaderPM18, author = {Ahmad Pesaranghader and Ali Pesaranghader and Stan Matwin and Marina Sokolova}, title = {One Single Deep Bidirectional {LSTM} Network for Word Sense Disambiguation of Text Data}, booktitle = {Canadian {AI}}, series = {Lecture Notes in Computer Science}, volume = {10832}, pages = {96--107}, publisher = {Springer}, year = {2018} }
@inproceedings{DBLP:conf/ldic/IvanovDIS18, author = {Dmitry A. Ivanov and Alexandre Dolgui and Marina Ivanova and Boris V. Sokolov}, title = {Simulation Vs. Optimization Approaches to Ripple Effect Modelling in the Supply Chain}, booktitle = {{LDIC}}, series = {Lecture Notes in Logistics}, pages = {34--39}, publisher = {Springer}, year = {2018} }
@inproceedings{DBLP:conf/smm4h/BobicevS18, author = {Victoria Bobicev and Marina Sokolova}, title = {Thumbs Up and Down: Sentiment Analysis of Medical Online Forums}, booktitle = {SMM4H@EMNLP}, pages = {22--26}, publisher = {Association for Computational Linguistics}, year = {2018} }
@article{DBLP:journals/corr/abs-1802-09059, author = {Ahmad Pesaranghader and Ali Pesaranghader and Stan Matwin and Marina Sokolova}, title = {One Single Deep Bidirectional {LSTM} Network for Word Sense Disambiguation of Text Data}, journal = {CoRR}, volume = {abs/1802.09059}, year = {2018} }
@article{DBLP:journals/corr/abs-1803-06390, author = {Marina Sokolova and Victoria Bobicev}, title = {Corpus Statistics in Text Classification of Online Data}, journal = {CoRR}, volume = {abs/1803.06390}, year = {2018} }
@article{DBLP:journals/corr/abs-1805-00352, author = {Qufei Chen and Marina Sokolova}, title = {Word2Vec and Doc2Vec in Unsupervised Sentiment Analysis of Clinical Discharge Summaries}, journal = {CoRR}, volume = {abs/1805.00352}, year = {2018} }
@article{DBLP:journals/es/MikhaylovCSP17, author = {S. N. Mikhaylov and V. V. Chuikova and Marina V. Sokolova and A. M. Potapenko}, title = {A case study of duplications detection for educational domain thorough ad hoc search and identification NLP-based method}, journal = {Expert Syst. J. Knowl. Eng.}, volume = {34}, number = {4}, year = {2017} }
@article{DBLP:journals/ijpr/IvanovDSI17, author = {Dmitry A. Ivanov and Alexandre Dolgui and Boris V. Sokolov and Marina Ivanova}, title = {Literature review on disruption recovery in the supply chain}, journal = {Int. J. Prod. Res.}, volume = {55}, number = {20}, pages = {6158--6174}, year = {2017} }
@article{DBLP:journals/percom/Martinez-Rodrigo17, author = {Arturo Mart{\'{\i}}nez{-}Rodrigo and Roberto Zangr{\'{o}}niz and Jos{\'{e}} Manuel Pastor and Marina V. Sokolova}, title = {Arousal level classification of the aging adult from electro-dermal activity: From hardware development to software architecture}, journal = {Pervasive Mob. Comput.}, volume = {34}, pages = {46--59}, year = {2017} }
@article{DBLP:journals/tdp/JaferMS17, author = {Yasser Jafer and Stan Matwin and Marina Sokolova}, title = {A Multi-dimensional Privacy-aware Evaluation Function in Automatic Feature Selection}, journal = {Trans. Data Priv.}, volume = {10}, number = {3}, pages = {145--174}, year = {2017} }
@inproceedings{DBLP:conf/ai/BobicevS17, author = {Victoria Bobicev and Marina Sokolova}, title = {Confused and Thankful: Multi-label Sentiment Classification of Health Forums}, booktitle = {Canadian {AI}}, series = {Lecture Notes in Computer Science}, volume = {10233}, pages = {284--289}, year = {2017} }
@inproceedings{DBLP:conf/iwinac/SokolovaGEFA17, author = {Marina V. Sokolova and Francisco Javier G{\'{o}}mez and Jos{\'{e}} Manuel Ortiz Egea and Miguel Angel Fern{\'{a}}ndez and Adoraci{\'{o}}n P{\'{e}}rez Andr{\'{e}}s}, title = {Towards Assistive Solutions for People with Central Vision Loss}, booktitle = {{IWINAC} {(1)}}, series = {Lecture Notes in Computer Science}, volume = {10337}, pages = {223--232}, publisher = {Springer}, year = {2017} }
@inproceedings{DBLP:conf/ranlp/BobicevS17, author = {Victoria Bobicev and Marina Sokolova}, title = {Inter-Annotator Agreement in Sentiment Analysis: Machine Learning Perspective}, booktitle = {{RANLP}}, pages = {97--102}, publisher = {{INCOMA} Ltd.}, year = {2017} }
@article{DBLP:journals/corr/SokolovaSHCM17, author = {Marina Sokolova and Vera Sazonova and Kanyi Huang and Rudraneel Chakraboty and Stan Matwin}, title = {Studying Positive Speech on Twitter}, journal = {CoRR}, volume = {abs/1702.08866}, year = {2017} }
@article{DBLP:journals/bioinformatics/PesaranghaderMS16, author = {Ahmad Pesaranghader and Stan Matwin and Marina Sokolova and Robert G. Beiko}, title = {simDEF: definition-based semantic similarity measure of gene ontology terms for functional similarity analysis of genes}, journal = {Bioinform.}, volume = {32}, number = {9}, pages = {1380--1387}, year = {2016} }
@article{DBLP:journals/pai/TranS16, author = {Dung Tran and Marina Sokolova}, title = {Applying multi-label and multi-class classification to enhance K-anonymity in sequential releases}, journal = {Prog. Artif. Intell.}, volume = {5}, number = {4}, pages = {277--288}, year = {2016} }
@incollection{DBLP:series/sci/SokolovaM16, author = {Marina Sokolova and Stan Matwin}, title = {Personal Privacy Protection in Time of Big Data}, booktitle = {Challenges in Computational Statistics and Data Mining}, series = {Studies in Computational Intelligence}, volume = {605}, pages = {365--380}, publisher = {Springer}, year = {2016} }
@article{DBLP:journals/corr/GhazinourMS16, author = {Kambiz Ghazinour and Stan Matwin and Marina Sokolova}, title = {YOURPRIVACYPROTECTOR, {A} recommender system for privacy settings in social networks}, journal = {CoRR}, volume = {abs/1602.01937}, year = {2016} }
@article{DBLP:journals/corr/SokolovaHMRSBOO16, author = {Marina Sokolova and Kanyi Huang and Stan Matwin and Joshua Ramisch and Vera Sazonova and Renee Black and Chris Orwa and Sidney Ochieng and Nanjira Sambuli}, title = {Topic Modelling and Event Identification from Twitter Textual Data}, journal = {CoRR}, volume = {abs/1608.02519}, year = {2016} }
@article{DBLP:journals/cogcom/BobicevSO15, author = {Victoria Bobicev and Marina Sokolova and Michael P. Oakes}, title = {What Goes Around Comes Around: Learning Sentiments in Online Medical Forums}, journal = {Cogn. Comput.}, volume = {7}, number = {5}, pages = {609--621}, year = {2015} }
@article{DBLP:journals/pai/CothaS15, author = {Naveen Kumar Parachur Cotha and Marina Sokolova}, title = {Multi-label learning in classification of patients' quasi-identifiers}, journal = {Prog. Artif. Intell.}, volume = {4}, number = {3-4}, pages = {37--48}, year = {2015} }
@inproceedings{DBLP:conf/ai/BobicevSO15, author = {Victoria Bobicev and Marina Sokolova and Michael P. Oakes}, title = {Sentiment and Factual Transitions in Online Medical Forums}, booktitle = {Canadian {AI}}, series = {Lecture Notes in Computer Science}, volume = {9091}, pages = {204--211}, publisher = {Springer}, year = {2015} }
@inproceedings{DBLP:conf/ai/JaferMS15, author = {Yasser Jafer and Stan Matwin and Marina Sokolova}, title = {Privacy-aware Wrappers}, booktitle = {Canadian {AI}}, series = {Lecture Notes in Computer Science}, volume = {9091}, pages = {130--138}, publisher = {Springer}, year = {2015} }
@inproceedings{DBLP:conf/dis/BobicevS15, author = {Victoria Bobicev and Marina Sokolova}, title = {No Sentiment is an Island - Sentiment Classification on Medical Forums}, booktitle = {Discovery Science}, series = {Lecture Notes in Computer Science}, volume = {9356}, pages = {25--32}, publisher = {Springer}, year = {2015} }
@inproceedings{DBLP:conf/icmv/ChukalinaNSIBP15, author = {Marina V. Chukalina and Dmitry P. Nikolaev and Valerii Sokolov and Anastasia Ingacheva and Alexey V. Buzmakov and Victor E. Prun}, title = {{CT} metal artifact reduction by soft inequality constraints}, booktitle = {{ICMV}}, series = {{SPIE} Proceedings}, volume = {9875}, pages = {98751C}, publisher = {{SPIE}}, year = {2015} }
@inproceedings{DBLP:conf/iwaal/Ortiz-Garcia-Cervigon15, author = {Vicente Ortiz{-}Garc{\'{\i}}a{-}Cervig{\'{o}}n and Marina V. Sokolova and Rosa Mar{\'{\i}}a Garc{\'{\i}}a{-}Mu{\~{n}}oz and Antonio Fern{\'{a}}ndez{-}Caballero}, title = {{LED} Strips for Color- and Illumination-Based Emotion Regulation at Home}, booktitle = {{IWAAL}}, series = {Lecture Notes in Computer Science}, volume = {9455}, pages = {277--287}, publisher = {Springer}, year = {2015} }
@inproceedings{DBLP:conf/iwaal/SokolovaFRFL15, author = {Marina V. Sokolova and Antonio Fern{\'{a}}ndez{-}Caballero and Laura Ros and Luz Fern{\'{a}}ndez{-}Aguilar and Jos{\'{e}} Miguel Latorre}, title = {Experimentation on Emotion Regulation with Single-Colored Images}, booktitle = {{IWAAL}}, series = {Lecture Notes in Computer Science}, volume = {9455}, pages = {265--276}, publisher = {Springer}, year = {2015} }
@inproceedings{DBLP:conf/iwinac/SokolovaFRLS15, author = {Marina V. Sokolova and Antonio Fern{\'{a}}ndez{-}Caballero and Laura Ros and Jos{\'{e}} Miguel Latorre and Juan Pedro Serrano}, title = {Evaluation of Color Preference for Emotion Regulation}, booktitle = {{IWINAC} {(1)}}, series = {Lecture Notes in Computer Science}, volume = {9107}, pages = {479--487}, publisher = {Springer}, year = {2015} }
@inproceedings{DBLP:conf/or/FugenschuhFLMS15, author = {Marzena F{\"{u}}genschuh and Armin F{\"{u}}genschuh and Marina Ludszuweit and Aleksandar Mojsic and Joanna Sok{\'{o}}l}, title = {Mathematical Optimization of a Magnetic Ruler Layout with Rotated Pole Boundaries}, booktitle = {{OR}}, series = {Operations Research Proceedings}, pages = {117--123}, publisher = {Springer}, year = {2015} }
@inproceedings{DBLP:conf/paams/SokolovaFLMHP15, author = {Marina V. Sokolova and Antonio Fern{\'{a}}ndez{-}Caballero and Mar{\'{\i}}a T. L{\'{o}}pez and Arturo Mart{\'{\i}}nez{-}Rodrigo and Roberto Zangr{\'{o}}niz Higuera and Jos{\'{e}} Manuel Pastor}, title = {A Distributed Architecture for Multimodal Emotion Identification}, booktitle = {{PAAMS} (Special Sessions)}, series = {Advances in Intelligent Systems and Computing}, volume = {372}, pages = {125--132}, publisher = {Springer}, year = {2015} }
@inproceedings{DBLP:conf/pst/JaferMS15, author = {Yasser Jafer and Stan Matwin and Marina Sokolova}, title = {A framework for a privacy-aware feature selection evaluation measure}, booktitle = {{PST}}, pages = {62--69}, publisher = {{IEEE} Computer Society}, year = {2015} }
@inproceedings{DBLP:conf/ranlp/SokolovaB15, author = {Marina Sokolova and Victoria Bobicev}, title = {Learning Relationship between Authors' Activity and Sentiments: {A} case study of online medical forums}, booktitle = {{RANLP}}, pages = {604--610}, publisher = {{RANLP} 2015 Organising Committee / {ACL}}, year = {2015} }
@proceedings{DBLP:conf/mipro/2015, editor = {Petar Biljanovic and Zeljko Butkovic and Karolj Skala and Branko Mikac and Marina Cicin{-}Sain and Vlado Sruk and Slobodan Ribaric and Stjepan Gros and Boris Vrdoljak and Mladen Mauher and Andrej Sokolic}, title = {38th International Convention on Information and Communication Technology, Electronics and Microelectronics, {MIPRO} 2015, Opatija, Croatia, May 25-29, 2015}, publisher = {{IEEE}}, year = {2015} }
@article{DBLP:journals/corr/CothaS15, author = {Naveen Kumar Parachur Cotha and Marina Sokolova}, title = {Multi-Labeled Classification of Demographic Attributes of Patients: a case study of diabetics patients}, journal = {CoRR}, volume = {abs/1503.07795}, year = {2015} }
@phdthesis{DBLP:phd/hal/Sokol14, author = {Marina Sokol}, title = {Graph-based semi-supervised learning methods and quick detection of central nodes. (M{\'{e}}thodes d'apprentissage semi-supervis{\'{e}} bas{\'{e}} sur les graphes et d{\'{e}}tection rapide des n{\oe}uds centraux)}, school = {University of Nice Sophia Antipolis, France}, year = {2014} }
@article{DBLP:journals/im/AvrachenkovLST14, author = {Konstantin Avrachenkov and Nelly Litvak and Marina Sokol and Don Towsley}, title = {Quick Detection of Nodes with Large Degrees}, journal = {Internet Math.}, volume = {10}, number = {1-2}, pages = {1--19}, year = {2014} }
@inproceedings{DBLP:conf/acl-socialnlp/BobicevSO14, author = {Victoria Bobicev and Marina Sokolova and Michael P. Oakes}, title = {Recognition of Sentiment Sequences in Online Discussions}, booktitle = {SocialNLP@COLING}, pages = {44--49}, publisher = {Association for Computational Linguistics and Dublin City University}, year = {2014} }
@inproceedings{DBLP:conf/ai/JaferMS14, author = {Yasser Jafer and Stan Matwin and Marina Sokolova}, title = {Task Oriented Privacy Preserving Data Publishing Using Feature Selection}, booktitle = {Canadian {AI}}, series = {Lecture Notes in Computer Science}, volume = {8436}, pages = {143--154}, publisher = {Springer}, year = {2014} }
@inproceedings{DBLP:conf/bigdataconf/JaferMS14, author = {Yasser Jafer and Stan Matwin and Marina Sokolova}, title = {Privacy-aware filter-based feature selection}, booktitle = {{IEEE} BigData}, pages = {1--5}, publisher = {{IEEE} Computer Society}, year = {2014} }
@inproceedings{DBLP:conf/euspn/JaferMS14, author = {Yasser Jafer and Stan Matwin and Marina Sokolova}, title = {Using Feature Selection to Improve the Utility of Differentially Private Data Publishing}, booktitle = {{EUSPN/ICTH}}, series = {Procedia Computer Science}, volume = {37}, pages = {511--516}, publisher = {Elsevier}, year = {2014} }
@inproceedings{DBLP:conf/waw/AvrachenkovHS14, author = {Konstantin Avrachenkov and Remco van der Hofstad and Marina Sokol}, title = {Personalized PageRank with Node-Dependent Restart}, booktitle = {{WAW}}, series = {Lecture Notes in Computer Science}, volume = {8882}, pages = {23--33}, publisher = {Springer}, year = {2014} }
@proceedings{DBLP:conf/ai/2014, editor = {Marina Sokolova and Peter van Beek}, title = {Advances in Artificial Intelligence - 27th Canadian Conference on Artificial Intelligence, Canadian {AI} 2014, Montr{\'{e}}al, QC, Canada, May 6-9, 2014. Proceedings}, series = {Lecture Notes in Computer Science}, volume = {8436}, publisher = {Springer}, year = {2014} }
@article{DBLP:journals/corr/AvrachenkovHS14, author = {Konstantin Avrachenkov and Remco van der Hofstad and Marina Sokol}, title = {Personalized PageRank with Node-dependent Restart}, journal = {CoRR}, volume = {abs/1408.0719}, year = {2014} }
@article{DBLP:journals/eswa/Fernandez-CaballeroCLSS13, author = {Antonio Fern{\'{a}}ndez{-}Caballero and Jos{\'{e}} Carlos Castillo and Mar{\'{\i}}a T. L{\'{o}}pez and Juan Serrano{-}Cuerda and Marina V. Sokolova}, title = {INT\({}^{\mbox{3}}\)-Horus framework for multispectrum activity interpretation in intelligent environments}, journal = {Expert Syst. Appl.}, volume = {40}, number = {17}, pages = {6715--6727}, year = {2013} }
@article{DBLP:journals/eswa/SokolovaGJB13, author = {Marina V. Sokolova and Irene Gonz{\'{a}}lez{-}Mart{\'{\i}} and Onofre Ricardo Contreras Jord{\'{a}}n and Juan Gregorio Fern{\'{a}}ndez Bustos}, title = {A case study of muscle dysmorphia disorder diagnostics}, journal = {Expert Syst. Appl.}, volume = {40}, number = {10}, pages = {4226--4231}, year = {2013} }
@article{DBLP:journals/ida/SokolovaF13, author = {Marina V. Sokolova and Antonio Fern{\'{a}}ndez{-}Caballero}, title = {A methodological approach to mining and simulating data in complex information systems}, journal = {Intell. Data Anal.}, volume = {17}, number = {5}, pages = {753--769}, year = {2013} }
@article{DBLP:journals/jifs/SokolovaSCF13, author = {Marina V. Sokolova and Juan Serrano{-}Cuerda and Jos{\'{e}} Carlos Castillo and Antonio Fern{\'{a}}ndez{-}Caballero}, title = {A fuzzy model for human fall detection in infrared video}, journal = {J. Intell. Fuzzy Syst.}, volume = {24}, number = {2}, pages = {215--228}, year = {2013} }
@inproceedings{DBLP:conf/ai/GhazinourSM13, author = {Kambiz Ghazinour and Marina Sokolova and Stan Matwin}, title = {Detecting Health-Related Privacy Leaks in Social Networks Using Text Mining Tools}, booktitle = {Canadian {AI}}, series = {Lecture Notes in Computer Science}, volume = {7884}, pages = {25--39}, publisher = {Springer}, year = {2013} }
@inproceedings{DBLP:conf/edbt/GhazinourMS13, author = {Kambiz Ghazinour and Stan Matwin and Marina Sokolova}, title = {Monitoring and recommending privacy settings in social networks}, booktitle = {{EDBT/ICDT} Workshops}, pages = {164--168}, publisher = {{ACM}}, year = {2013} }
@inproceedings{DBLP:conf/ijcnlp/AliSSI13, author = {Tanveer Ali and David Schramm and Marina Sokolova and Diana Inkpen}, title = {Can {I} Hear You? Sentiment Analysis on Medical Forums}, booktitle = {{IJCNLP}}, pages = {667--673}, publisher = {Asian Federation of Natural Language Processing / {ACL}}, year = {2013} }
@inproceedings{DBLP:conf/iwinac/Serrano-CuerdaSFLC13, author = {Juan Serrano{-}Cuerda and Marina V. Sokolova and Antonio Fern{\'{a}}ndez{-}Caballero and Mar{\'{\i}}a T. L{\'{o}}pez and Jos{\'{e}} Carlos Castillo}, title = {Fusion of Overhead and Lateral View Video for Enhanced People Counting}, booktitle = {{IWINAC} {(2)}}, series = {Lecture Notes in Computer Science}, volume = {7931}, pages = {220--229}, publisher = {Springer}, year = {2013} }
@inproceedings{DBLP:conf/paams/Serrano-CuerdaCSF13, author = {Juan Serrano{-}Cuerda and Jos{\'{e}} Carlos Castillo and Marina V. Sokolova and Antonio Fern{\'{a}}ndez{-}Caballero}, title = {Efficient People Counting from Indoor Overhead Video Camera}, booktitle = {{PAAMS} (Special Sessions)}, series = {Advances in Intelligent Systems and Computing}, volume = {221}, pages = {129--137}, publisher = {Springer}, year = {2013} }
@inproceedings{DBLP:conf/ranlp/AliSSI13, author = {Tanveer Ali and Marina Sokolova and David Schramm and Diana Inkpen}, title = {Opinion Learning from Medical Forums}, booktitle = {{RANLP}}, pages = {18--24}, publisher = {{RANLP} 2013 Organising Committee / {ACL}}, year = {2013} }
@inproceedings{DBLP:conf/ranlp/BobicevSEM13, author = {Victoria Bobicev and Marina Sokolova and Khaled El Emam and Stan Matwin}, title = {Authorship Attribution in Health Forums}, booktitle = {{RANLP}}, pages = {74--82}, publisher = {{RANLP} 2013 Organising Committee / {ACL}}, year = {2013} }
@inproceedings{DBLP:conf/ranlp/SokolovaB13, author = {Marina Sokolova and Victoria Bobicev}, title = {What Sentiments Can Be Found in Medical Forums?}, booktitle = {{RANLP}}, pages = {633--639}, publisher = {{RANLP} 2013 Organising Committee / {ACL}}, year = {2013} }
@inproceedings{DBLP:conf/ranlp/SokolovaIPM13, author = {Marina Sokolova and Ilya Ioshikhes and Hamid Poursepanj and Alex MacKenzie}, title = {{NLP} can help parents to understand rare diseases}, booktitle = {{RANLP} (Medicine and Biology)}, pages = {24--33}, publisher = {{INCOMA} Ltd. Shoumen, {BULGARIA}}, year = {2013} }
@inproceedings{DBLP:conf/ranlp/SokolovaMJS13, author = {Marina Sokolova and Stan Matwin and Yasser Jafer and David Schramm}, title = {How Joe and Jane Tweet about Their Health: Mining for Personal Health Information on Twitter}, booktitle = {{RANLP}}, pages = {626--632}, publisher = {{RANLP} 2013 Organising Committee / {ACL}}, year = {2013} }
@inproceedings{DBLP:conf/waw/AvrachenkovGS13, author = {Konstantin Avrachenkov and Paulo Gon{\c{c}}alves and Marina Sokol}, title = {On the Choice of Kernel and Labelled Data in Semi-supervised Learning Methods}, booktitle = {{WAW}}, series = {Lecture Notes in Computer Science}, volume = {8305}, pages = {56--67}, publisher = {Springer}, year = {2013} }
@inproceedings{DBLP:conf/waw/AvrachenkovLMS13, author = {Konstantin Avrachenkov and Nelly Litvak and Vasily Medyanikov and Marina Sokol}, title = {Alpha Current Flow Betweenness Centrality}, booktitle = {{WAW}}, series = {Lecture Notes in Computer Science}, volume = {8305}, pages = {106--117}, publisher = {Springer}, year = {2013} }
@article{DBLP:journals/corr/AvrachenkovLMS13, author = {Konstantin Avrachenkov and Nelly Litvak and Vasily Medyanikov and Marina Sokol}, title = {Alpha current flow betweenness centrality}, journal = {CoRR}, volume = {abs/1308.2591}, year = {2013} }
@book{DBLP:series/isrl/2012-30, author = {Marina V. Sokolova and Antonio Fern{\'{a}}ndez{-}Caballero}, title = {Decision Making in Complex Systems - The DeciMaS Agent-based Interdisciplinary Framework Approach}, series = {Intelligent Systems Reference Library}, volume = {30}, publisher = {Springer}, year = {2012} }
@article{DBLP:journals/eswa/SokolovaF12, author = {Marina V. Sokolova and Antonio Fern{\'{a}}ndez{-}Caballero}, title = {Evaluation of environmental impact upon human health with DeciMaS framework}, journal = {Expert Syst. Appl.}, volume = {39}, number = {3}, pages = {3469--3483}, year = {2012} }
@article{DBLP:journals/neuroimage/SokolovEGGTP12, author = {Arseny A. Sokolov and Michael Erb and Alireza Gharabaghi and Wolfgang Grodd and Marcos Soares Tatagiba and Marina Pavlova}, title = {Biological motion processing: The left cerebellum communicates with the right superior temporal sulcus}, journal = {NeuroImage}, volume = {59}, number = {3}, pages = {2824--2830}, year = {2012} }
@inproceedings{DBLP:conf/ai/BobicevSJS12, author = {Victoria Bobicev and Marina Sokolova and Yasser Jafer and David Schramm}, title = {Learning Sentiments from Tweets with Personal Health Information}, booktitle = {Canadian {AI}}, series = {Lecture Notes in Computer Science}, volume = {7310}, pages = {37--48}, publisher = {Springer}, year = {2012} }
@inproceedings{DBLP:conf/hisb/SokolovaJS12, author = {Marina Sokolova and Yasser Jafer and David Schramm}, title = {Text Mining for Personal Health Information on Twitter}, booktitle = {{HISB}}, pages = {112}, publisher = {{IEEE} Computer Society}, year = {2012} }
@inproceedings{DBLP:conf/intenv/CastilloSSFCN12, author = {Jos{\'{e}} Carlos Castillo and Juan Serrano{-}Cuerda and Marina V. Sokolova and Antonio Fern{\'{a}}ndez{-}Caballero and {\^{A}}ngelo Costa and Paulo Novais}, title = {Multispectrum Video for Proactive Response in Intelligent Environments}, booktitle = {Intelligent Environments}, pages = {178--185}, publisher = {{IEEE}}, year = {2012} }
@inproceedings{DBLP:conf/intenv/Fernandez-CaballeroSSCMCR12, author = {Antonio Fern{\'{a}}ndez{-}Caballero and Marina V. Sokolova and Juan Serrano{-}Cuerda and Jos{\'{e}} Carlos Castillo and Ver{\'{o}}nica Moreno and Rodrigo Casti{\~{n}}eira and Luis Redondo}, title = {{HOLDS:} Efficient Fall Detection through Accelerometers and Computer Vision}, booktitle = {Intelligent Environments}, pages = {367--370}, publisher = {{IEEE}}, year = {2012} }
@inproceedings{DBLP:conf/iwcmc/AvrachenkovGLS12, author = {Konstantin Avrachenkov and Paulo Gon{\c{c}}alves and Arnaud Legout and Marina Sokol}, title = {Classification of content and users in BitTorrent by semi-supervised learning methods}, booktitle = {{IWCMC}}, pages = {625--630}, publisher = {{IEEE}}, year = {2012} }
@inproceedings{DBLP:conf/kes/CastilloFSS12, author = {Jos{\'{e}} Carlos Castillo and Antonio Fern{\'{a}}ndez{-}Caballero and Juan Serrano{-}Cuerda and Marina V. Sokolova}, title = {Intelligent Monitoring and Activity Interpretation Framework - INT\({}^{\mbox{3}}\)-Horus General Description}, booktitle = {{KES}}, series = {Frontiers in Artificial Intelligence and Applications}, volume = {243}, pages = {970--979}, publisher = {{IOS} Press}, year = {2012} }
@inproceedings{DBLP:conf/kes/Serrano-CuerdaSFLC12, author = {Juan Serrano{-}Cuerda and Marina V. Sokolova and Antonio Fern{\'{a}}ndez{-}Caballero and Mar{\'{\i}}a T. L{\'{o}}pez and Jos{\'{e}} Carlos Castillo}, title = {Accumulative Computation and Fuzzy Sets for Robust Fall Detection in Color Video}, booktitle = {{KES}}, series = {Frontiers in Artificial Intelligence and Applications}, volume = {243}, pages = {960--969}, publisher = {{IOS} Press}, year = {2012} }
@inproceedings{DBLP:conf/kes/SokolovaCFS12, author = {Marina V. Sokolova and Jos{\'{e}} Carlos Castillo and Antonio Fern{\'{a}}ndez{-}Caballero and Juan Serrano{-}Cuerda}, title = {Intelligent Monitoring and Activity Interpretation Framework - INT\({}^{\mbox{3}}\)-Horus Ontological Model}, booktitle = {{KES}}, series = {Frontiers in Artificial Intelligence and Applications}, volume = {243}, pages = {980--989}, publisher = {{IOS} Press}, year = {2012} }
@inproceedings{DBLP:conf/mcpr2/SokolovaF12, author = {Marina V. Sokolova and Antonio Fern{\'{a}}ndez{-}Caballero}, title = {Fuzzy Sets for Human Fall Pattern Recognition}, booktitle = {{MCPR}}, series = {Lecture Notes in Computer Science}, volume = {7329}, pages = {117--126}, publisher = {Springer}, year = {2012} }
@inproceedings{DBLP:conf/sdm/SokolAGM12, author = {Marina Sokol and Konstantin Avrachenkov and Paulo Gon{\c{c}}alves and Alexey Mishenin}, title = {Generalized Optimization Framework for Graph-based Semi-supervised Learning}, booktitle = {{SDM}}, pages = {966--974}, publisher = {{SIAM} / Omnipress}, year = {2012} }
@inproceedings{DBLP:conf/waw/AvrachenkovLST12, author = {Konstantin Avrachenkov and Nelly Litvak and Marina Sokol and Don Towsley}, title = {Quick Detection of Nodes with Large Degrees}, booktitle = {{WAW}}, series = {Lecture Notes in Computer Science}, volume = {7323}, pages = {54--65}, publisher = {Springer}, year = {2012} }
@article{DBLP:journals/corr/abs-1202-3261, author = {Konstantin Avrachenkov and Nelly Litvak and Marina Sokol and Don Towsley}, title = {Quick Detection of Nodes with Large Degrees}, journal = {CoRR}, volume = {abs/1202.3261}, year = {2012} }
@article{DBLP:journals/asc/SokolovaF11, author = {Marina V. Sokolova and Antonio Fern{\'{a}}ndez{-}Caballero}, title = {Hybrid models in agent-based environmental decision support}, journal = {Appl. Soft Comput.}, volume = {11}, number = {8}, pages = {5243--5258}, year = {2011} }
@article{DBLP:journals/nle/SokolovaL11, author = {Marina Sokolova and Guy Lapalme}, title = {Learning opinions in user-generated web content}, journal = {Nat. Lang. Eng.}, volume = {17}, number = {4}, pages = {541--567}, year = {2011} }
@inproceedings{DBLP:conf/ranlp/SokolovaB11, author = {Marina Sokolova and Victoria Bobicev}, title = {Sentiments and Opinions in Health-related Web messages}, booktitle = {{RANLP}}, pages = {132--139}, publisher = {{RANLP} 2011 Organising Committee}, year = {2011} }
@inproceedings{DBLP:conf/ranlp/SokolovaS11, author = {Marina Sokolova and David Schramm}, title = {Building a Patient-based Ontology for User-written Web Messages}, booktitle = {{RANLP}}, pages = {758--763}, publisher = {{RANLP} 2011 Organising Committee}, year = {2011} }
@inproceedings{DBLP:conf/waw/AvrachenkovLNSS11, author = {Konstantin Avrachenkov and Nelly Litvak and Danil Nemirovsky and Elena Smirnova and Marina Sokol}, title = {Quick Detection of Top-k Personalized PageRank Lists}, booktitle = {{WAW}}, series = {Lecture Notes in Computer Science}, volume = {6732}, pages = {50--61}, publisher = {Springer}, year = {2011} }
@article{DBLP:journals/corr/abs-1110-4278, author = {Konstantin Avrachenkov and Paulo Gon{\c{c}}alves and Alexey Mishenin and Marina Sokol}, title = {Generalized Optimization Framework for Graph-based Semi-supervised Learning}, journal = {CoRR}, volume = {abs/1110.4278}, year = {2011} }
@article{DBLP:journals/ijiids/SokolovaF10, author = {Marina V. Sokolova and Antonio Fern{\'{a}}ndez{-}Caballero}, title = {Supporting multi-agent systems life cycle by integrating Protege and Prometheus}, journal = {Int. J. Intell. Inf. Database Syst.}, volume = {4}, number = {3}, pages = {227--244}, year = {2010} }
@article{DBLP:journals/jamia/EmamNJSPNS10, author = {Khaled El Emam and Emilio Neri and Elizabeth Jonker and Marina Sokolova and Liam Peyton and Angelica Neisa and Teresa Scassa}, title = {The inadvertent disclosure of personal health information through peer-to-peer file sharing programs}, journal = {J. Am. Medical Informatics Assoc.}, volume = {17}, number = {2}, pages = {148--158}, year = {2010} }
@article{DBLP:journals/neuroimage/PavlovaGLSK10, author = {Marina Pavlova and Michele Guerreschi and Werner Lutzenberger and Alexander N. Sokolov and Ingeborg Kr{\"{a}}geloh{-}Mann}, title = {Cortical response to social interaction is affected by gender}, journal = {NeuroImage}, volume = {50}, number = {3}, pages = {1327--1332}, year = {2010} }
@inproceedings{DBLP:conf/ai/SokolovaECNRJ10, author = {Marina Sokolova and Khaled El Emam and Sadrul Chowdhury and Emilio Neri and Sean Rose and Elizabeth Jonker}, title = {Evaluation of Rare Event Detection}, booktitle = {Canadian {AI}}, series = {Lecture Notes in Computer Science}, volume = {6085}, pages = {379--383}, publisher = {Springer}, year = {2010} }
@inproceedings{DBLP:conf/icaart/SokolovaFG10, author = {Marina V. Sokolova and Antonio Fern{\'{a}}ndez{-}Caballero and Francisco Javier G{\'{o}}mez}, title = {Agent-based Interdisciplinary Framework for Decision Making in Complex Systems}, booktitle = {{ICAART} {(2)}}, pages = {96--103}, publisher = {{INSTICC} Press}, year = {2010} }
@inproceedings{DBLP:conf/icaart/SokolovaFG10a, author = {Marina V. Sokolova and Antonio Fern{\'{a}}ndez{-}Caballero and Francisco Javier G{\'{o}}mez}, title = {Decision Making in Complex Systems with an Interdisciplinary Approach}, booktitle = {{ICAART} (Revised Selected Papers)}, series = {Communications in Computer and Information Science}, volume = {129}, pages = {240--250}, publisher = {Springer}, year = {2010} }
@incollection{DBLP:series/sci/SokolovaF10, author = {Marina V. Sokolova and Antonio Fern{\'{a}}ndez{-}Caballero}, title = {Environmental Impact Assessment by Multi-Agent Systems}, booktitle = {Agent and Multi-agent Technology for Internet and Enterprise Systems}, series = {Studies in Computational Intelligence}, volume = {289}, pages = {69--89}, publisher = {Springer}, year = {2010} }
@article{DBLP:journals/corr/abs-1008-3775, author = {Konstantin Avrachenkov and Nelly Litvak and Danil Nemirovsky and Elena Smirnova and Marina Sokol}, title = {Monte Carlo Methods for Top-k Personalized PageRank Lists and Name Disambiguation}, journal = {CoRR}, volume = {abs/1008.3775}, year = {2010} }
@article{DBLP:journals/eswa/SokolovaF09, author = {Marina V. Sokolova and Antonio Fern{\'{a}}ndez{-}Caballero}, title = {Modeling and implementing an agent-based environmental health impact decision support system}, journal = {Expert Syst. Appl.}, volume = {36}, number = {2}, pages = {2603--2614}, year = {2009} }
@article{DBLP:journals/ipm/SokolovaL09, author = {Marina Sokolova and Guy Lapalme}, title = {A systematic analysis of performance measures for classification tasks}, journal = {Inf. Process. Manag.}, volume = {45}, number = {4}, pages = {427--437}, year = {2009} }
@article{DBLP:journals/jocn/PavlovaBSBK09, author = {Marina Pavlova and Christel Bidet{-}Ildei and Alexander N. Sokolov and Christoph Braun and Ingeborg Kr{\"{a}}geloh{-}Mann}, title = {Neuromagnetic Response to Body Motion and Brain Connectivity}, journal = {J. Cogn. Neurosci.}, volume = {21}, number = {5}, pages = {837--846}, year = {2009} }
@inproceedings{DBLP:conf/ai/SokolovaL09, author = {Marina Sokolova and Guy Lapalme}, title = {Opinion Learning without Emotional Words}, booktitle = {Canadian {AI}}, series = {Lecture Notes in Computer Science}, volume = {5549}, pages = {253--256}, publisher = {Springer}, year = {2009} }
@inproceedings{DBLP:conf/icaart/SokolovaF09, author = {Marina V. Sokolova and Antonio Fern{\'{a}}ndez{-}Caballero}, title = {Data Mining Driven Decision Making}, booktitle = {{ICAART}}, pages = {220--225}, publisher = {{INSTICC} Press}, year = {2009} }
@inproceedings{DBLP:conf/itee/SokolovaF09, author = {Marina V. Sokolova and Antonio Fern{\'{a}}ndez{-}Caballero}, title = {Multi-agent-based system technologies in environmental issues}, booktitle = {{ITEE}}, pages = {549--562}, publisher = {Springer}, year = {2009} }
@inproceedings{DBLP:conf/ranlp/SokolovaB09, author = {Marina Sokolova and Victoria Bobicev}, title = {Classification of Emotion Words in Russian and Romanian Languages}, booktitle = {{RANLP}}, pages = {416--420}, publisher = {{RANLP} 2009 Organising Committee / {ACL}}, year = {2009} }
@inproceedings{DBLP:conf/ranlp/SokolovaL09, author = {Marina Sokolova and Guy Lapalme}, title = {Classification of Opinions with Non-affective Adverbs and Adjectives}, booktitle = {{RANLP}}, pages = {421--427}, publisher = {{RANLP} 2009 Organising Committee / {ACL}}, year = {2009} }
@article{DBLP:journals/jocn/PavlovaSBK08, author = {Marina Pavlova and Alexander N. Sokolov and Niels Birbaumer and Ingeborg Kr{\"{a}}geloh{-}Mann}, title = {Perception and Understanding of Others' Actions and Brain Connectivity}, journal = {J. Cogn. Neurosci.}, volume = {20}, number = {3}, pages = {494--504}, year = {2008} }
@inproceedings{DBLP:conf/aaai/BobicevS08, author = {Victoria Bobicev and Marina Sokolova}, title = {An Effective and Robust Method for Short Text Classification}, booktitle = {{AAAI}}, pages = {1444--1445}, publisher = {{AAAI} Press}, year = {2008} }
@inproceedings{DBLP:conf/ai/SokolovaL08, author = {Marina Sokolova and Guy Lapalme}, title = {Verbs Speak Loud: Verb Categories in Learning Polarity and Strength of Opinions}, booktitle = {Canadian {AI}}, series = {Lecture Notes in Computer Science}, volume = {5032}, pages = {320--331}, publisher = {Springer}, year = {2008} }
@inproceedings{DBLP:conf/iceis/SokolovaF08, author = {Marina V. Sokolova and Antonio Fern{\'{a}}ndez{-}Caballero}, title = {The Prot{\'{e}}g{\'{e}} - Prometheus Approach to Support Multi-Agent Systems Creation}, booktitle = {{ICEIS} {(2)}}, pages = {442--445}, year = {2008} }
@inproceedings{DBLP:conf/ijcnlp/SokolovaNS08, author = {Marina Sokolova and Vivi Nastase and Stan Szpakowicz}, title = {The Telling Tail: Signals of Success in Electronic Negotiation Texts}, booktitle = {{IJCNLP}}, pages = {257--264}, publisher = {The Association for Computer Linguistics}, year = {2008} }
@inproceedings{DBLP:conf/kes/SokolovaF08, author = {Marina V. Sokolova and Antonio Fern{\'{a}}ndez{-}Caballero}, title = {Agent-Based Decision Making through Intelligent Knowledge Discovery}, booktitle = {{KES} {(3)}}, series = {Lecture Notes in Computer Science}, volume = {5179}, pages = {709--715}, publisher = {Springer}, year = {2008} }
@inproceedings{DBLP:conf/kesamsta/SokolovaF08, author = {Marina V. Sokolova and Antonio Fern{\'{a}}ndez{-}Caballero}, title = {Facilitating {MAS} Complete Life Cycle through the Prot{\'{e}}g{\'{e}}-Prometheus Approach}, booktitle = {{KES-AMSTA}}, series = {Lecture Notes in Computer Science}, volume = {4953}, pages = {63--72}, publisher = {Springer}, year = {2008} }
@article{DBLP:journals/neuroimage/PavlovaLSBK07, author = {Marina Pavlova and Werner Lutzenberger and Alexander N. Sokolov and Niels Birbaumer and Ingeborg Kr{\"{a}}geloh{-}Mann}, title = {Oscillatory {MEG} response to human locomotion is modulated by periventricular lesions}, journal = {NeuroImage}, volume = {35}, number = {3}, pages = {1256--1263}, year = {2007} }
@inproceedings{DBLP:conf/ai/SokolovaL07, author = {Marina Sokolova and Guy Lapalme}, title = {Performance Measures in Classification of Human Communications}, booktitle = {Canadian {AI}}, series = {Lecture Notes in Computer Science}, volume = {4509}, pages = {159--170}, publisher = {Springer}, year = {2007} }
@inproceedings{DBLP:conf/iceis/SokolovaF07, author = {Marina V. Sokolova and Antonio Fern{\'{a}}ndez{-}Caballero}, title = {A Multi-Agent Architecture for Environmental Impact Assessment: Information Fusion, Data Mining and Decision Making}, booktitle = {{ICEIS} {(2)}}, pages = {219--224}, year = {2007} }
@inproceedings{DBLP:conf/iwinac/SokolovaF07, author = {Marina V. Sokolova and Antonio Fern{\'{a}}ndez{-}Caballero}, title = {An Agent-Based Decision Support System for Ecological-Medical Situation Analysis}, booktitle = {{IWINAC} {(2)}}, series = {Lecture Notes in Computer Science}, volume = {4528}, pages = {511--520}, publisher = {Springer}, year = {2007} }
@inproceedings{DBLP:conf/iwinac/SokolovaF07a, author = {Marina V. Sokolova and Antonio Fern{\'{a}}ndez{-}Caballero}, title = {A Meta-ontological Framework for Multi-agent Systems Design}, booktitle = {{IWINAC} {(2)}}, series = {Lecture Notes in Computer Science}, volume = {4528}, pages = {521--530}, publisher = {Springer}, year = {2007} }
@article{DBLP:journals/fuin/ShahSS06, author = {Mohak Shah and Marina Sokolova and Stan Szpakowicz}, title = {Process-Specific Information for Learning Electronic Negotiation Outcomes}, journal = {Fundam. Informaticae}, volume = {74}, number = {2-3}, pages = {351--373}, year = {2006} }
@inproceedings{DBLP:conf/aaai/NastaseSSS06, author = {Vivi Nastase and Jelber Sayyad{-}Shirabad and Marina Sokolova and Stan Szpakowicz}, title = {Learning Noun-Modifier Semantic Relations with Corpus-based and WordNet-based Features}, booktitle = {{AAAI}}, pages = {781--787}, publisher = {{AAAI} Press}, year = {2006} }
@inproceedings{DBLP:conf/ai/SokolovaS06, author = {Marina Sokolova and Stan Szpakowicz}, title = {Language Patterns in the Learning of Strategies from Negotiation Texts}, booktitle = {Canadian {AI}}, series = {Lecture Notes in Computer Science}, volume = {4013}, pages = {288--299}, publisher = {Springer}, year = {2006} }
@inproceedings{DBLP:conf/ausai/SokolovaJS06, author = {Marina Sokolova and Nathalie Japkowicz and Stan Szpakowicz}, title = {Beyond Accuracy, F-Score and {ROC:} {A} Family of Discriminant Measures for Performance Evaluation}, booktitle = {Australian Conference on Artificial Intelligence}, series = {Lecture Notes in Computer Science}, volume = {4304}, pages = {1015--1021}, publisher = {Springer}, year = {2006} }
@article{DBLP:journals/jmlr/MarchandS05, author = {Mario Marchand and Marina Sokolova}, title = {Learning with Decision Lists of Data-Dependent Features}, journal = {J. Mach. Learn. Res.}, volume = {6}, pages = {427--451}, year = {2005} }
@article{DBLP:journals/npsc/WestVS05, author = {I. H. West and Aghalaya S. Vatsala and Marina Sokol}, title = {Generalized Monotone Iterative Methods for Second Order Boundary Value Problems}, journal = {Neural Parallel Sci. Comput.}, volume = {13}, number = {2}, pages = {213--228}, year = {2005} }
@inproceedings{DBLP:conf/ai/SokolovaS05, author = {Marina Sokolova and Stan Szpakowicz}, title = {Analysis and Classification of Strategies in Electronic Negotiations}, booktitle = {Canadian {AI}}, series = {Lecture Notes in Computer Science}, volume = {3501}, pages = {145--157}, publisher = {Springer}, year = {2005} }
@article{DBLP:journals/neuroimage/SokolovPLB04, author = {Alexander N. Sokolov and Marina Pavlova and Werner Lutzenberger and Niels Birbaumer}, title = {Reciprocal modulation of neuromagnetic induced gamma activity by attention in the human visual and auditory cortex}, journal = {NeuroImage}, volume = {22}, number = {2}, pages = {521--529}, year = {2004} }
@inproceedings{DBLP:conf/ai/SokolovaSN04, author = {Marina Sokolova and Stan Szpakowicz and Vivi Nastase}, title = {Using Language to Determine Success in Negotiations: {A} Preliminary Study}, booktitle = {Canadian {AI}}, series = {Lecture Notes in Computer Science}, volume = {3060}, pages = {449--453}, publisher = {Springer}, year = {2004} }
@inproceedings{DBLP:conf/egov/DoroshevichS03, author = {Mikhail Doroshevich and Marina Sokolova}, title = {{ICT} in Belarus}, booktitle = {{EGOV}}, series = {Lecture Notes in Computer Science}, volume = {2739}, pages = {484--487}, publisher = {Springer}, year = {2003} }
@inproceedings{DBLP:conf/icml/MarchandSSS03, author = {Mario Marchand and Mohak Shah and John Shawe{-}Taylor and Marina Sokolova}, title = {The Set Covering Machine with Data-Dependent Half-Spaces}, booktitle = {{ICML}}, pages = {520--527}, publisher = {{AAAI} Press}, year = {2003} }
@inproceedings{DBLP:conf/nips/SokolovaMJS02, author = {Marina Sokolova and Mario Marchand and Nathalie Japkowicz and John Shawe{-}Taylor}, title = {The Decision List Machine}, booktitle = {{NIPS}}, pages = {921--928}, publisher = {{MIT} Press}, year = {2002} }
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