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Publications by Type
% Book Editing
@Proceedings{doceng2018,
AUTHOR = {Vlado Keselj, Jimmy Huang, and Evangelos Milios (ed.)},
TITLE = {Proceedings of the ACM Symposium on Document Engineering 2018},
YEAR = {2018},
MONTH = {August},
ADDRESS = {Halifax, Canada},
URL = {http://doi.org/10.1145/3209280},
}
@Proceedings{ai2010,
AUTHOR = {Atefeh Farzindar and Vlado Keselj (ed.)},
TITLE = {Advances in Artificial Intelligence, 23rd Canadian Conference on Artificial intelligence, Canadian AI 2010},
VOLUME = {LNAI 6085},
YEAR = {2010},
MONTH = {May/June},
ADDRESS = {Ottawa, Canada},
URL = {http://www.springer.com/computer/ai/book/978-3-642-13058-8},
}
@Proceedings{ishimr06,
AUTHOR = {Syed Sibte Raza Abidi, Peter Bath, and Vlado Keselj (ed.)},
TITLE = {Advancing Health Information Management and Health Informatics: Issues, Strategies, and Tools; Proceedings of the 11th International Symposium for Health Information Management Research (iSHIMR 2006)},
YEAR = {2006},
MONTH = {July},
ADDRESS = {Halifax, Nova Scotia, Canada},
}
@Proceedings{Pacling03,
AUTHOR = {Keselj, Vlado and Endo, Tsutomu (ed.)},
TITLE = {Proceedings of the Conference Pacific Association for Computational Linguistics, PACLING'03},
YEAR = {2003},
MONTH = {August},
ADDRESS = {Halifax, Nova Scotia, Canada},
}
% Book Chapters
@BookChapter{c13t,
AUTHOR = {Calvin Thomas, Vlado Keselj, Nick Cercone, Kenneth Rockwood, and Elissa Asp},
TITLE = {Detecting and Rating Dementia of Alzheimer Type through Lexical Analysis of Spontaneous Speech},
BOOKTITLE = {Computational Approaches to Assistive Technologies for People with Disabilities},
PAGES = {154--171},
YEAR = {2013},
ADDRESS = {Fairfax, VA, USA},
}
@BookChapter{c13l,
AUTHOR = {Lalita Narupiyakul, Vlado Keselj, Nick Cercone, and Booncharoen Sirinaovakul},
TITLE = {Speech and Prosodic Processing for Assistive Technology},
BOOKTITLE = {Computational Approaches to Assistive Technologies for People with Disabilities},
PAGES = {36--48},
YEAR = {2013},
ADDRESS = {Fairfax, VA, USA},
}
@BookChapter{c03,
AUTHOR = {Nick Cercone, Lijun Hou, Vlado Keselj, Aijun An, and Kanlaya Naruedomkul},
TITLE = {From Computational to Web Intelligence},
BOOKTITLE = {Computing and Information Sciences: Recent Trends},
PAGES = {163--178},
YEAR = {2003},
ADDRESS = {New Delhi},
}
% Journal Papers
@Article{ab2023-ibima-j,
AUTHOR = {Ahmed Balfagih and Vlado Keselj},
TITLE = {Twitter Arabic Dialect Identification using Different Feature Engineering Models},
JOURNAL = {The Communications of the IBIMA},
YEAR = {2023},
}
@Article{ab2022-j,
AUTHOR = {Balfagih, Ahmed, Keselj, Vlado, and Taylor, Stacey},
TITLE = {N-gram and Word2Vec Feature Engineering Approaches for Spam Recognition on Some Influential Twitter Topics in Saudi Arabia},
JOURNAL = {Journal of Advances in Information Technology},
YEAR = {2022},
}
@Article{bdia2017,
AUTHOR = {Maria Gabriella Mosquera and Vlado Keselj},
TITLE = {Identifying Electronic Gaming Machine Gambling Personae through Unsupervised Session Classification},
JOURNAL = {Big Data and Information Analytics (BDIA)},
VOLUME = {2},
NUMBER = {2}
PAGES = {141--175},
YEAR = {2017},
MONTH = {April},
URL = {http://aimsciences.org/journals/displayArticlesnew.jsp?paperID=14771},
}
@Article{soto2015,
AUTHOR = {Axel J. Soto, Ryan Kiros, Vlado Keselj, and Evangelos Milios},
TITLE = {Machine Learning Meets Visualization for Extracting Insights from Text Data},
JOURNAL = {AI Matters},
VOLUME = {2},
NUMBER = {2}
PAGES = {15--17},
YEAR = {2015},
MONTH = {December},
}
@Article{tiis2015,
AUTHOR = {Axel J. Soto, Ryan Kiros, Vlado Keselj, and Evangelos Milios},
TITLE = {Exploratory Visual Analysis and Interactive Pattern Extraction from Semi-Structured Data},
JOURNAL = {ACM Transactions on Interactive Intelligent Systems (TiiS)},
VOLUME = {5},
YEAR = {2015},
MONTH = {October},
URL = {http://dl.acm.org/citation.cfm?id=2812115},
}
@Article{ci13,
AUTHOR = {Haibin Liu, Vlado Keselj, and Christian Blouin},
TITLE = {Exploring a Subgraph Matching Approach for Extracting Biological Events from Literature},
JOURNAL = {Computational Intelligence},
VOLUME = {30},
NUMBER = {3}
PAGES = {600-635},
YEAR = {2014},
}
@Article{plosone2013,
AUTHOR = {Haibin Liu, Lawrence Hunter, Vlado Keselj, and Karin Verspoor},
TITLE = {Approximate Subgraph Matching-based Literature Mining for Biomedical Events and Relations},
JOURNAL = {PLOS ONE},
VOLUME = {8},
YEAR = {2013},
MONTH = {April},
}
@Article{dke09,
AUTHOR = {Haibin Liu, Christian Blouin, and Vlado Keselj},
TITLE = {Sentence identification of biological interactions using PATRICIA tree generated patterns and genetic algorithm optimized parameters},
JOURNAL = {Data & Knowledge Engineering},
VOLUME = {69},
NUMBER = {1}
PAGES = {137--152},
YEAR = {2010},
URL = {http://dx.doi.org/10.1016/j.datak.2009.09.002},
}
@Article{s09,
AUTHOR = {Connie Adsett, Yannick Marchand, and Vlado Keselj},
TITLE = {Syllabification Rules Versus Data-driven Methods in a Language with Low Syllabic Complexity: The Case of Italian},
JOURNAL = {Computer Speech and Language},
VOLUME = {23},
NUMBER = {4}
PAGES = {444--463},
YEAR = {2009},
MONTH = {October},
}
@Article{jacek08,
AUTHOR = {Jacek Wolkowicz, Zbigniew Kulka, and Vlado Keselj},
TITLE = {n-Gram Based Approach to Composer Recognition},
JOURNAL = {Archives of Acoustics},
VOLUME = {33},
NUMBER = {1}
PAGES = {43--55},
YEAR = {2008},
}
@Article{swf,
AUTHOR = {Chris Jordan, Jane E. Tougas, John Healy, Vlado Keselj, and Carolyn Watters},
TITLE = {Swordfish2: Using Kernel Density Estimation to Smooth Ngram Models for Morphological Analysis},
JOURNAL = {Journal of Interesting Negative Results in Natural Language Processing and Machine Learning},
VOLUME = {1},
PAGES = {1--18},
YEAR = {2008},
}
@Article{stemmer08,
AUTHOR = {Vlado Keselj and Danko Sipka},
TITLE = {A Suffix Subsumption-based Approach to Building Stemmers and Lemmatizers for Highly Inflectional Languages with Sparse Resources},
JOURNAL = {INFOTHECA, Journal of Informatics and Librarianship},
VOLUME = {IX},
NUMBER = {1--2}
PAGES = {23a--33a, 21--31},
YEAR = {2008},
MONTH = {May},
}
@Article{FET,
AUTHOR = {Lalita Narupiyakul, Vlado Keselj, Nick Cercone, and Booncharoen Sirinaovakul},
TITLE = {Focus to Emphasize Tone Analysis for Prosodic Generation},
JOURNAL = {Computers and Mathematics with Applications},
VOLUME = {55},
NUMBER = {8}
PAGES = {1735--1753},
YEAR = {2008},
}
@Article{subg,
AUTHOR = {Vlado Keselj and Nick Cercone},
TITLE = {A Formal Approach to Subgrammar Extraction for NLP},
JOURNAL = {Mathematical and Computer Modelling},
VOLUME = {45},
PAGES = {394--403},
YEAR = {2007},
MONTH = {February},
}
@Article{hl05,
AUTHOR = {Haibin Liu and Vlado Keselj},
TITLE = {Combined Mining of Web Server Logs and Web Contents for Classifying User Navigation Patterns and Predicting Users' Future Requests},
JOURNAL = {Data & Knowledge Engineering},
VOLUME = {61},
NUMBER = {2}
PAGES = {304--330},
YEAR = {2007},
MONTH = {May},
URL = {http://portal.acm.org/citation.cfm?id=1231807&coll=ACM&dl=GUIDE&CFID=16181180&CFTOKEN=48738923#},
}
@Article{gen05,
AUTHOR = {Andrija Tomovic, Predrag Janicic, and Vlado Keselj},
TITLE = {n-gram-based Classification and Unsupervised Hierarchical Clustering of Genome Sequences},
JOURNAL = {Computer Methods and Programs in Biomedicine},
VOLUME = {81},
PAGES = {137--153},
YEAR = {2006},
MONTH = {February},
URL = {http://www.sciencedirect.com/science/article/B6T5J-4J2TS9W-1/2/5403c6c4fc0a6a4a66f9ca2e46977f61},
}
@Article{pj05,
AUTHOR = {Vlado Keselj},
TITLE = {Starfish: A Perl-based Framework for Text-Embedded Programming and Preprocessing},
JOURNAL = {The Perl Journal},
YEAR = {2005},
MONTH = {June},
URL = {https://www.drdobbs.com/web-development/text-embedded-programming-and-preprocess/184416214},
}
@Article{UM,
AUTHOR = {Vlado Keselj and Nick Cercone},
TITLE = {A Graph Unification Machine for NL Parsing},
JOURNAL = {Computers and Mathematics with Applications},
VOLUME = {46},
PAGES = {393--419},
YEAR = {2003},
}
@Article{Cercone02,
AUTHOR = {Nick Cercone, Lijun Hou, Vlado Keselj, Aijun An, Kanlaya Naruedomkul, and Xiaohua Hu},
TITLE = {From Computational Intelligence to Web Intelligence},
JOURNAL = {IEEE Computer},
VOLUME = {35},
NUMBER = {11}
PAGES = {72--76},
YEAR = {2002},
MONTH = {November},
}
% Refereed Conference Papers
@InProceedings{info24,
AUTHOR = {Harshit Agarwal and Vlado Keselj},
TITLE = {Common N-Gram Method (CNG): A Promising Approach to Detecting Mental Health Disorders on Social Media},
BOOKTITLE = {Proceedings of 23th International Symposium INFOTEH-JAHORINA 2024},
YEAR = {2024},
MONTH = {March},
ADDRESS = {East Sarajevo, Bosnia and Herzegovina},
}
@InProceedings{cai23g,
AUTHOR = {Gaurav Jariwala and Vlado Keselj},
TITLE = {Mimicking Electronic Gaming Machine Player Behavior using Reinforcement Learning},
BOOKTITLE = {Proceedings of Canadian AI'2023},
YEAR = {2023},
MONTH = {June},
ADDRESS = {McGill University, Montreal, QC, Canada},
}
@InProceedings{cai23s,
AUTHOR = {Stacey Taylor and Vlado Keselj},
TITLE = {Don't Worry Accountants, ChatGPT Won't be Taking Your Job... Yet},
BOOKTITLE = {Proceedings of Canadian AI'2023},
YEAR = {2023},
MONTH = {June},
ADDRESS = {McGill University, Montreal, QC, Canada},
}
@InProceedings{info23,
AUTHOR = {Vlado Keselj},
TITLE = {Automated Authorship Attribution using CNG Distance on Blog Posts in the Serbian Language},
BOOKTITLE = {Proceedings of 22th International Symposium INFOTEH-JAHORINA 2023},
YEAR = {2023},
MONTH = {March},
ADDRESS = {East Sarajevo, Bosnia and Herzegovina},
URL = { https://ieeexplore.ieee.org/document/10094205},
}
@InProceedings{ab2023-ibima,
AUTHOR = {Ahmed Balfagih and Vlado Keselj},
TITLE = {Twitter Arabic Dialect Identification using Different Feature Engineering Models},
BOOKTITLE = {Proceedings of the 40th IBIMA Conference},
YEAR = {2023},
}
@InProceedings{ab2022-ibima,
AUTHOR = {Ahmed Balfagih and Vlado Keselj},
TITLE = {Twitter Arabic Dialect Identification using AraBERT},
BOOKTITLE = {Proceedings of 39th IBIMA Conference},
YEAR = {2022},
}
@InProceedings{hg2022,
AUTHOR = {Gawai, Harsh M., Conrad, Colin D., and Keselj, Vlado},
TITLE = {It's more than Memes: User Risk Appetite and App Enjoyment Predict Simulated Mobile Trading App Behavior},
BOOKTITLE = {CONF-IRM 2022 Proceedings, International Conference on Information Resources Management (CONF-IRM)},
YEAR = {2022},
}
@InProceedings{ab2022-icisdm,
AUTHOR = {Balfagih, Ahmed, Keselj, Vlado, and Taylor, Stacey},
TITLE = {N-gram and Word2Vec Feature Engineering Approaches for Spam Recognition on Some Influential Twitter Topics in Saudi Arabia},
BOOKTITLE = {Proceedings of the 2022 ICISDM 6th International Conference on Information Systems and Data Mining.},
YEAR = {2022},
}
@InProceedings{st2022-bigdata,
AUTHOR = {Stacey Taylor and Vlado Keselj},
TITLE = {Don't Blindly use Data: Towards a Data Statement for Computational Financial Research},
BOOKTITLE = {Proceedings of the IEEE BigData Conference, Workshiop on Responsible AI and Data Ethics (RAIDE)},
YEAR = {2022},
}
@InProceedings{vk2022-infoteh,
AUTHOR = {Vlado Keselj},
TITLE = {A Proposal for Universal Preprocessing and Text-Embedded Programming (PTEP) System},
BOOKTITLE = {Proceedings of 21th International Symposium INFOTEH-JAHORINA 2022},
YEAR = {2022},
MONTH = {March},
ADDRESS = {East Sarajevo, Bosnia and Herzegovina},
URL = { https://ieeexplore.ieee.org/document/9751309},
}
@InProceedings{cbi2021,
AUTHOR = {Stacey Taylor and Vlado Keselj},
TITLE = {Predicting the Distress of Financial Intermediaries using Convolutional Neural Networks},
BOOKTITLE = {Proceedings of the IEEE Conference on Business Informatics (CBI 2021), IEEE CBI Forum on Artificial Intelligence, and Data-Driven Business Analytics and Applications},
YEAR = {2021},
}
@InProceedings{cnsm2020,
AUTHOR = {Tahajjat Begum, Israat Haque, and Vlado Keselj},
TITLE = {Deep Learning Models towards Gesture-controlled Drone Operation},
BOOKTITLE = {Proceedings of AnServApp 2020, 2nd International Workshop on Analytics for Service and Application Management, with CNSM 2020},
YEAR = {2020},
}
@InProceedings{icdm2020ws,
AUTHOR = {Dijana Kosmajac, Kirstie Smith, Vlado Keselj, and Susan Kirkland},
TITLE = {Graph-based Topic Extraction using Centroid Distance of Phrase Embeddings on Healthy Aging Open-ended Survey Questions},
BOOKTITLE = {Proceedings of 1st IEEE ICDM Workshop on Data Mining for Healthy Aging, IEEE ICDM 2020},
YEAR = {2020},
ADDRESS = {Sorrento, Italy},
}
@InProceedings{clef2020,
AUTHOR = {Dijana Kosmajac, Vlado Keselj},
TITLE = {Twitter User Profiling: Bot and Gender Identification},
BOOKTITLE = {Proceedings of CLEF 2020, International Conference of the Cross-Langauge Evaluation Forum for European Languages},
YEAR = {2020},
}
@InProceedings{finnlp2020,
AUTHOR = {Stacey Taylor and Vlado Keselj},
TITLE = {Using Extractive Lexicon-based Sentiment Analysis to Enhance Understanding of the Impact of Non-GAAP Measures in Financial Reporting},
BOOKTITLE = {Proceedings of the Second Workshop on Financial Technology and Natural Language Processing (FinNLP 2020), Workshop of IJCAI-PRICAI 2020},
YEAR = {2020},
ADDRESS = {Virtual Conference},
}
@InProceedings{enclp2020,
AUTHOR = {Stacey Taylor, Vlado Keselj},
TITLE = {e-Commerce and Sentiment Analysis: Predicting Outcomes of Class Action Lawsuits},
BOOKTITLE = {Proceedings of the Third Workshop on e-Commerce and NLP, ACL 2020 Conference.},
YEAR = {2020},
MONTH = {July},
ADDRESS = {Virtual Conference},
}
@InProceedings{infoteh2020,
AUTHOR = {Dijana Kosmajac, Vlado Keselj},
TITLE = {Language Distance using Common N-grams Approach},
BOOKTITLE = {Proceedings of 19th International Symposium INFOTEH-JAHORINA 2020.},
YEAR = {2020},
MONTH = {March},
ADDRESS = {Jahorina, Bosnia and Herzegovina},
URL = { https://ieeexplore.ieee.org/document/9066277},
}
@InProceedings{BigData2019Y,
AUTHOR = {Yichuan Xu, Vlado Keselj},
TITLE = {Stock Prediction using Deep Learning and Sentiment Analysis},
BOOKTITLE = {Proceedings of the IEEE BigData Conference, Workshop on Big Data for Financial News and Data},
YEAR = {2019},
MONTH = {December},
ADDRESS = {Los Angeles, CA, USA},
URL = {https://ieeexplore.ieee.org/document/9006342},
}
@InProceedings{BigData2019A,
AUTHOR = {Ahmed Balfagih and Vlado Keselj},
TITLE = {Evaluating Sentiment Classifiers for Bitcoin Tweets in Price Prediction Task},
BOOKTITLE = {Proceedings of the IEEE BigData Conference, Workshop on Big Data for Financial News and Data},
YEAR = {2019},
MONTH = {December},
ADDRESS = {Los Angeles, CA, USA},
}
@InProceedings{icnlsp,
AUTHOR = {Dijana Kosmajac, Vlado Keselj},
TITLE = {Twitter Bot Detection using Diversity Measures},
BOOKTITLE = {Proceedings of the 3rd International Conference on Natural Language and Speech Processing 2019},
YEAR = {2019},
MONTH = {September},
ADDRESS = {Trento, Italy},
}
@InProceedings{clef2019,
AUTHOR = {Dijana Kosmajac, Vlado Keselj},
TITLE = {User Profiling: Bot and Gender Identification},
BOOKTITLE = {CLEF 2019 Working Notes, PAN Lab on Digital Text Forensics and Stylometry},
YEAR = {2019},
MONTH = {September},
ADDRESS = {Lugano, Switzerland},
}
@InProceedings{infoteh2019,
AUTHOR = {Dijana Kosmajac, Vlado Keselj},
TITLE = {Automatic Text Summarization of News Articles in Serbian Language},
BOOKTITLE = {Proceedings of 18th International Symposium INFOTEH-JAHORINA.},
YEAR = {2019},
MONTH = {March},
ADDRESS = {Jahorina, Bosnia and Herzegovina},
}
@InProceedings{doceng18-tsu,
AUTHOR = {Olga Tsubiks and Vlado Keselj},
TITLE = {A Market Analytics Approach to Restaurant Review Data},
BOOKTITLE = {Proceedings of the 18th ACM Symposium on Document Engineering},
YEAR = {2018},
ADDRESS = {Halifax, NS, Canada},
}
@InProceedings{doceng18-sim,
AUTHOR = {Nisha Simon and Vlado Keselj},
TITLE = {Automatic Term Extraction in Technical Domain using Part-of-Speech and Common-Word Features},
BOOKTITLE = {Proceedings of the 18th ACM Symposium on Document Engineering},
YEAR = {2018},
ADDRESS = {Halifax, NS, Canada},
}
@InProceedings{cai18,
AUTHOR = {Magdalena Jankowska, Colin Conrad, Jabez Harris, and Vlado Keselj},
TITLE = {N-Gram Based Approach for Automatic Prediction of Essay Rubric Marks},
BOOKTITLE = {Proceedings of Canadian AI'2018},
PAGES = {298--303},
YEAR = {2018},
MONTH = {May},
ADDRESS = {York University, Toronto, Ontario, Canada},
}
@InProceedings{infoteh18,
AUTHOR = {Dijana Kosmajac, Vlado Keselj},
TITLE = {Slavic Language Identification using Cascade Classifier Approach},
BOOKTITLE = {Proceedings of 17th International Symposium INFOTEH-JAHORINA.},
YEAR = {2018},
MONTH = {March},
ADDRESS = {Jahorina, Bosnia and Herzegovina},
}
@InProceedings{BigData2017,
AUTHOR = {Dijana Kosmajac and Vlado Keselj},
TITLE = {Language Identification in Multilingual, Short and Noisy Texts using Common N-Grams},
BOOKTITLE = {Proceedings of the IEEE BigData Conference, Workshop on Big Social Media Data Management and Analysis},
YEAR = {2017},
MONTH = {December},
}
@InProceedings{nldb2017,
AUTHOR = {Seyed Armin Sajadi, Evangelos Milios, and Vlado Keselj},
TITLE = {Vector Space Representation of Concepts Using Wikipedia Graph Structure},
BOOKTITLE = {International Conference on Applications of Natural Language to Information Systems (NLDB 2017)},
PAGES = {393--405},
YEAR = {2017},
}
@InProceedings{esida17,
AUTHOR = {Dijana Kosmajac, Vlado Keselj, and Evangelos Milios},
TITLE = {EulerianGrapher: Text Visualisation at the Level of Character N-grams Based on Eulerian Graphs},
BOOKTITLE = {Proceedings of the 2017 ACM Workshop on Exploratory Search and Interactive Data Analytics},
PAGES = {59--63},
YEAR = {2017},
}
@InProceedings{cbi2016political,
AUTHOR = {Colin Conrad, and Vlado Keselj},
TITLE = {Predicting Political Donations Using Twitter Hashtags and Character N-Grams},
BOOKTITLE = {Proceedings of the IEEE Conference on Business Informatics (CBI 2016)},
YEAR = {2016},
}
@InProceedings{cbi2016elm,
AUTHOR = {Colin Conrad, Naureen Ali, Vlado Keselj, and Qigang Gao},
TITLE = {ELM: An Extended Logic Matching Method on Record Linkage Analysis of Disparate Databases for Profiling Data Mining},
BOOKTITLE = {Proceedings of the IEEE Conference on Business Informatics (CBI 2016)},
YEAR = {2016},
}
@InProceedings{beams15,
AUTHOR = {Gabriella Mosquera and Vlado Keselj},
TITLE = {Identifying Behavioral Characteristics in EGM Gambling Data Using Session Clustering},
BOOKTITLE = {Proceedings of BEAMS 15, Workshop at the IEEE International Conference on Data Mining (ICDM 2015)},
YEAR = {2015},
MONTH = {November},
ADDRESS = {Atlantic City, NS, USA},
}
@InProceedings{tsd2015,
AUTHOR = {Aminul Islam, Evangelos Milios, and Vlado Keselj},
TITLE = {Do Important Words in Bag-of-Words Model of Text Relatendess help?},
BOOKTITLE = {Proceedings of TSD 2015},
YEAR = {2015},
MONTH = {September},
}
@InProceedings{cicling2015-as,
AUTHOR = {Armin Sajadi, Evangelos Milios, Vlado Keselj, and Jeannette Janssen},
TITLE = {Domain-Specific Semantic Relatedness from Wikipedia Structure: A Case Study in Biomedical Text},
BOOKTITLE = {Proceedings of CICLING 2015},
YEAR = {2015},
MONTH = {April},
URL = {https://link.springer.com/chapter/10.1007/978-3-319-18111-0_26},
}
@InProceedings{cicling2015-ai,
AUTHOR = {Aminul Islam, Jie Mei, Evangelos Milios, and Vlado Keselj},
TITLE = {When was Macbeth Written? Mapping Book to Time},
BOOKTITLE = {Proceedings of CICLING 2015},
YEAR = {2015},
}
@InProceedings{coling2014,
AUTHOR = {Magdalena Jankowska, Evangelos Milios, and Vlado Keselj},
TITLE = {Author Verification using Common N-gram Profiles of Text Documents},
BOOKTITLE = {Proceedings of COLING 2014},
YEAR = {2014},
}
@InProceedings{cbi2014ws,
AUTHOR = {Feifei Xu and Vlado Keselj},
TITLE = {Collective Sentiment Mining of Microblogs in 24-hour Stock Price Movement Prediction},
BOOKTITLE = {Proceedings of the W3SC 2014 Workshop at the IEEE Conference on Business Informatics (CBI 2014)},
YEAR = {2014},
}
@InProceedings{sdm2014ws,
AUTHOR = {Axel Soto, Ryan Kiros, Vlado Keselj, and Evangelos Milios},
TITLE = {In-depth Interactive Visual Exploration for Bridging Unstructured and Structured Document Content},
BOOKTITLE = {Proceedings of SDM 2014 Workshop on Exploratory Data Analysis},
YEAR = {2014},
MONTH = {Apr},
ADDRESS = {Philadelphia, PA, USA},
}
@InProceedings{ai14,
AUTHOR = {Zhishen Yang, Jacek Wolkowicz, Vlado Keselj},
TITLE = {Social Media Corporate User Identification using Text Classification},
BOOKTITLE = {Proceedings of Canadian AI'2014},
YEAR = {2014},
MONTH = {May},
ADDRESS = {Montreal, Quebec, Canada},
}
@InProceedings{mcm2013,
AUTHOR = {Jacek Wolkowicz, and Vlado Keselj},
TITLE = {Evaluation of n-Gram-Based Classification Approaches on Classical Music Corpora},
BOOKTITLE = {Proceedings of Mathematics and Computation in Music},
PAGES = {213--225},
YEAR = {2013},
MONTH = {June},
ADDRESS = {Montreal, Canada},
}
@InProceedings{ai13,
AUTHOR = {Marek Lipczak, Tomasz Niwiarowski, Vlado Keselj, and Evangelos Milios},
TITLE = {Selective Retrieval for Categorization of Semi-structured Web Resources},
BOOKTITLE = {Proceedings of Canadian AI'2013},
PAGES = {126--137},
YEAR = {2013},
MONTH = {May},
ADDRESS = {Regina, SK, Canada},
}
@InProceedings{cicling2013,
AUTHOR = {Jessica Perrie, Aminul Islam, Evangelos Milios, and Vlado Keselj},
TITLE = {Using Google n-Grams to Expand Word-Emotion Association Lexicon},
BOOKTITLE = {Proceedings of CICLING 2013},
YEAR = {2013},
MONTH = {Mar},
ADDRESS = {Aegan, Samos, Greece},
}
@InProceedings{coling12,
AUTHOR = {Aminul Islam, Evangelos Milios, and Vlado Keselj},
TITLE = {Word Relatedness using Google n-grams},
BOOKTITLE = {Proceedings of COLING 2012},
YEAR = {2012},
MONTH = {Dec},
ADDRESS = {IIT Bombay, Mumbai, India},
}
@InProceedings{aaai-irkd,
AUTHOR = {Haibin Liu, Vlado Keselj, Christian Blouin, and Karin Verspoor},
TITLE = {Subgraph Matching-based Literature Mining for Biomedical Relations and Events},
BOOKTITLE = {Proceedings of AAAI-2012 Fall Symposium on Information Retrieval and Knowledge Discovery in Biomedical Text},
YEAR = {2012},
MONTH = {Nov},
ADDRESS = {Arlington, VA, USA},
URL = {https://sites.google.com/site/2012biomedicaltextsymposium/},
}
@InProceedings{vast2012,
AUTHOR = {Magdalena Jankowska, Vlado Keselj, and Evangelos Milios},
TITLE = {Relative N-Gram Signatures: Document Visualization at the Level of Character N-Grams},
BOOKTITLE = {Proceedings of IEEE Symposium on Visual Analytics Science and Technology, VAST 2012},
YEAR = {2012},
MONTH = {Oct},
URL = {http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6400484 },
}
@InProceedings{rsctc12,
AUTHOR = {Ryan Kiros, Axel J. Soto, Evangelos E. Milios, and Vlado Keselj},
TITLE = {Representation Learning for Sparse, High Dimensional Multi-label Classification},
BOOKTITLE = {Proceedings of RSCTC 2012 (Rough Sets and Current Trends in Computing)},
YEAR = {2012},
}
@InProceedings{ahic12,
AUTHOR = {Pif Edwards and Vlado Keselj},
TITLE = {PifMed: A System for Categorical Exploration of MEDLINE Articles using the MeSH Taxonomy},
BOOKTITLE = {Proceedings of Advances in Health Informatics Conference, AHIC'2012},
YEAR = {2012},
MONTH = {April},
ADDRESS = {Toronto, ON, Canada},
}
@InProceedings{ai12j,
AUTHOR = {Jacek Wolkowicz, and Vlado Keselj},
TITLE = {Analysis of Important Factors for Measuring Similarity of Symbolic Music using n-gram-based, Bag-of-words Approach},
BOOKTITLE = {Proceedings of Canadian AI'2012},
YEAR = {2012},
MONTH = {May},
ADDRESS = {Toronto, ON, Canada},
}
@InProceedings{ai12a,
AUTHOR = {Aminul Islam, Evangelos Milios, and Vlado Ke\v{s}elj},
TITLE = {Text Similarity using Google Tri-grams},
BOOKTITLE = {Proceedings of Canadian AI'2012},
YEAR = {2012},
MONTH = {May},
ADDRESS = {Toronto, ON, Canada},
}
@InProceedings{dbkda2012,
AUTHOR = {Md. Abdur Rahman, Xinghui Zhao, Maria Gabriella Mosquera, Qigang Gao, Vlado Keselj, Hai Wang},
TITLE = {Business Lead Generation for Online Real Estate Services: A Case Study},
BOOKTITLE = {Proceedigns of DBKDA 2012: The Fourth International Conference on Advances in Databases, Knowledge, and Data Applications},
YEAR = {2012},
}
@InProceedings{webist2011,
AUTHOR = {Jane E. Mason, Michael Shepherd, Jack Duffy, and Vlado Keselj},
TITLE = {Classifying Web Pages by Genre: Dealing with Unbalanced Distributions, Multiple Labels, and Noise},
BOOKTITLE = {Proceedings of WEBIST 2011, 7th International Conference on Web Information Systems and Technologies},
YEAR = {2011},
MONTH = {May},
ADDRESS = {Noordwijkerhout, The Netherlands},
}
@InProceedings{smbm2010,
AUTHOR = {Haibin Liu, Vlado Keselj, and Christian Blouin},
TITLE = {Biological Event Extraction using Subgraph Matching},
BOOKTITLE = {Proceedings of the 4th International Symposium on Semantic Mining in Biomedicine (SMBM-2010)},
YEAR = {2010},
MONTH = {October},
ADDRESS = {Hinxton, Cambridgeshire, UK},
}
@InProceedings{ismir2010,
AUTHOR = {Jacek Wolkowicz and Vlado Keselj},
TITLE = {Predicting Development of Research in Music Based on Parallels with Natural Language Processing},
BOOKTITLE = {Proceedings of 11th International Society for Music Information Retrieval Conference (ISMIR 2010), f(MIR) Workshop},
PAGES = {665--667},
YEAR = {2010},
MONTH = {August},
ADDRESS = {Utrecht, Netherlands},
}
@InProceedings{ai10p,
AUTHOR = {Pif Edwards and Vlado Keselj},
TITLE = {MeSH Represented MEDLINE Query Results},
VOLUME = {LNAI 6085},
BOOKTITLE = {Proceedings of Canadian AI'2010},
PAGES = {75--86},
YEAR = {2010},
MONTH = {May},
ADDRESS = {Ottawa, ON, Canada},
}
@InProceedings{ai10m,
AUTHOR = {Matthew Butler and Vlado Keselj},
TITLE = {Data Mining Techniques for Proactive Fault Diagnostics of Electronic Gaming Machines},
VOLUME = {LNAI 6085},
BOOKTITLE = {Proceedings of Canadian AI'2010},
PAGES = {366--369},
YEAR = {2010},
MONTH = {May},
ADDRESS = {Ottawa, ON, Canada},
}
@InProceedings{hicss2010,
AUTHOR = {Jane E. Mason, Michael Shepherd, Jack Duffy, Vlado Keselj, Carolyn Watters},
TITLE = {An n-gram Based Approach to Multi-labeled Web Page Genre Classification},
BOOKTITLE = {Proceedings of 43rd Hawaii International Conference on System Sciences},
YEAR = {2010},
MONTH = {January},
ADDRESS = {Hawaii},
}
@InProceedings{cnikm09,
AUTHOR = {Hathai Tanta-ngai, Evangelos E. Milios, Vlado Keselj},
TITLE = {Self-organizing Peer-to-Peer Network for Collaborative Document Tracking},
BOOKTITLE = {Proceedings of CIKM 2009 Workshop. Complex Networks in Information & Knowledge Management. ACM Eighteenth Conference on Information and Knowledge Management (CIKM'2009)},
YEAR = {2009},
MONTH = {November},
ADDRESS = {Hongkong, China.},
}
@InProceedings{strebio09,
AUTHOR = {Vlado Keselj, Haibin Liu, Norbert Zeh, Christian Blouin, Chris Whidden},
TITLE = {Finding Optimal Parameters for Edit Distance Based Sequence Classification is NP-Hard},
BOOKTITLE = {Proceedings of StReBio'09, KDD-09 Workshop on Statistical Relational Mining and Learning in Bioinformatics},
YEAR = {2009},
MONTH = {June},
ADDRESS = {Paris, France},
}
@InProceedings{icmc09,
AUTHOR = {Jacek Wolkowicz, Stephen Brooks, Vlado Keselj},
TITLE = {MidiVis: Visualizing Music Pieces Structure via Similarity Matrices},
BOOKTITLE = {Proceedings of ICMC2009, The 2009 International Computer Music Conference},
YEAR = {2009},
MONTH = {August},
ADDRESS = {Montreal, Quebec, Canada},
}
@InProceedings{bionlp09,
AUTHOR = {Haibin Liu, Christian Blouin, and Vlado Keselj},
TITLE = {Identifying Interaction Sentences from Biological Literature Using Automatically Extracted Patterns},
BOOKTITLE = {Proceedings of BioNLP 2009, NAACL/HLT 2009 Workshop},
YEAR = {2009},
ADDRESS = {Boulder, Colorado, USA},
}
@InProceedings{ai09a,
AUTHOR = {Matthew Butler and Vlado Keselj},
TITLE = {Financial Forecasting using Character N-Gram Analysis and Readability Scores of Annual Reports},
BOOKTITLE = {Proceedings of Canadian AI'2009},
YEAR = {2009},
MONTH = {May},
ADDRESS = {Kelowna, BC, Canada},
}
@InProceedings{ai09b,
AUTHOR = {Matthew Butler and Vlado Keselj},
TITLE = {Optimizing a Pseudo Financial Factor Model with Support Vector Machine and Genetic Programming},
BOOKTITLE = {Proceedings of Canadian AI'2009},
YEAR = {2009},
MONTH = {May},
ADDRESS = {Kelowna, BC, Canada},
}
@InProceedings{evostar2009,
AUTHOR = {Jacek Wolkowicz, Malcolm Heywood, Vlado Ke\v{s}elj},
TITLE = {Evolving Indirectly Represented Melodies with Corpus-based Fitness Evaluation},
BOOKTITLE = {7th European Workshop on Evolutionary and Biologically Inspired Music, Sound, Art and Design (EvoMUSART'2009)},
YEAR = {2009},
MONTH = {April},
ADDRESS = {Tubingen, Germany},
}
@InProceedings{acl07,
AUTHOR = {Haibin Liu, Christian Blouin, and Vlado Keselj},
TITLE = {An Unsupervised Method for Extracting Domain-specific Affixes in Biological Literature},
BOOKTITLE = {Proceedings of BioNLP 2007, ACL 2007 Workshop},
YEAR = {2007},
MONTH = {June 29},
ADDRESS = {Prague, Czech Republic},
}
@InProceedings{hotp2p,
AUTHOR = {Hathai Tanta-ngai, Vlado Keselj, Evangelos E. Milios},
TITLE = {Shrack: Description and Performance Evaluation of a Peer-to-Peer System for Document Sharing and Tracking using Pull-Only Information Dissemination},
BOOKTITLE = {Proceedings of The Fourth International Workshop on Hot Topics in Peer-to-Peer Systems (Hot-P2P), Workshop of 21st IEEE International Parallel & Distributed Processing Symposium},
YEAR = {2007},
MONTH = {March},
ADDRESS = {Long Beach, California, USA},
URL = {http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=4228389},
}
@InProceedings{ha,
AUTHOR = {Haewon Chung, Vlado Keselj, and Ray Sweidan},
TITLE = {A Semi-Structured e-Forms Approach to Deployment of Electronic Clinical Guidelines: A Proposal},
BOOKTITLE = {Proceedings of the 11th International Symposium on Health Information Management Research (iSHIMR 2006)},
PAGES = {289--295},
YEAR = {2006},
ADDRESS = {Halifax, Canada},
}
@InProceedings{sigir06,
AUTHOR = {Chris Jordan, John Healy, and Vlado Keselj},
TITLE = {Swordfish: An Unsupervised Ngram Based Approach to Morphological Analysis},
BOOKTITLE = {SIGIR '06: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval},
PAGES = {657--658},
YEAR = {2006},
MONTH = {August},
ADDRESS = {Seattle, Washington, USA},
}
@InProceedings{SNLP05J,
AUTHOR = {Jonathan Doyle and Vlado Keselj},
TITLE = {Automatic Categorization of Author Gender via N-Gram Analysis},
BOOKTITLE = {The 6th Symposium on Natural Language Processing, SNLP'2005},
YEAR = {2005},
MONTH = {December},
ADDRESS = {Chiang Rai, Thailand},
}
@InProceedings{SNLP05L,
AUTHOR = {Lalita Narupiyakul, Nick Cercone, Vlado Keselj, and Booncharoen Sirinaovakul},
TITLE = {Focus and Speech Act in Prosodic Analysis for Spoken Language Generation},
BOOKTITLE = {The 6th Symposium on Natural Language Processing, SNLP'2005},
YEAR = {2005},
MONTH = {December},
ADDRESS = {Chiang Rai, Thailand},
}
@InProceedings{cikm05,
AUTHOR = {Yingbo Miao, Vlado Keselj, and Evangelos Milios},
TITLE = {Document Clustering using Character N-grams: A Comparative Evaluation with Term-based and Word-based Clustering},
BOOKTITLE = {Proceedings of ACM Fourteenth Conference on Information and Knowledge Management (CIKM 2005)},
YEAR = {2005},
MONTH = {November},
ADDRESS = {Bremen, Germany},
}
@InProceedings{icma05,
AUTHOR = {Calvin Thomas, Vlado Keselj, Nick Cercone, Kenneth Rockwood, and Elissa Asp},
TITLE = {Automatic Detection and Rating of Dementia of Alzheimer Type through Lexical Analysis of Spontaneous Speech},
BOOKTITLE = {Proceedings of IEEE ICMA 2005},
YEAR = {2005},
MONTH = {July},
ADDRESS = {Niagara Falls, Ontario, Canada},
}
@InProceedings{wi2005,
AUTHOR = {Vlado Keselj and Dawn Jutla},
TITLE = {QTIP: Multi-Agent NLP and Privacy Architecture for Information Retrieval in Usable Web Privacy Software},
BOOKTITLE = {Proceedings of IEEE/WIC/ACM Web Intelligence Conference 2005},
YEAR = {2005},
ADDRESS = {Compiegne University of Technology, France},
}
@InProceedings{pacling05a,
AUTHOR = {Sittichai Jiampojamarn, Nick Cercone, and Vlado Keselj},
TITLE = {Biological Named Entity Recognition using N-grams and Classification Methods},
BOOKTITLE = {Proceedings of the Conference Pacific Association for Computational Linguistics, PACLING'05},
YEAR = {2005},
MONTH = {August},
ADDRESS = {Meisei University, Hino Campus, Hino-shi, Tokyo, 191-8506 Japan},
}
@InProceedings{pacling05b,
AUTHOR = {Tony Abou-Assaleh, Nick Cercone, and Vlado Keselj},
TITLE = {Question-Answering with Relaxed Unification},
BOOKTITLE = {Proceedings of the Conference Pacific Association for Computational Linguistics, PACLING'05},
YEAR = {2005},
MONTH = {August},
ADDRESS = {Meisei University, Hino Campus, Hino-shi, Tokyo, 191-8506 Japan},
}
@InProceedings{compsac05,
AUTHOR = {Tony Abou-Assaleh, Nick Cercone, and Vlado Keselj},
TITLE = {A Probabilistic Evaluation Function for Relaxed Unification},
BOOKTITLE = {The 29th Annual International Computer Software and Applications Conference (IEEE COMPSAC~2005)},
YEAR = {2005},
MONTH = {July},
ADDRESS = {Edinburgh, Scotland},
}
@InProceedings{ai05,
AUTHOR = {Jiayun Guo, Vlado Keselj, and Qigang Gao},
TITLE = {Integrating Web Content Clustering into Web Log Association Rule Mining},
VOLUME = {LNAI 3501},
BOOKTITLE = {Proceedings of Canadian AI'2005},
PAGES = {182--193},
YEAR = {2005},
MONTH = {May},
ADDRESS = {Victoria, BC, Canada},
}
@InProceedings{sts04,
AUTHOR = {Anthony Cox, Tony Abou-Assaleh, Wei Ai, Vlado Keselj},
TITLE = {Lexical Source-Code Transformation},
BOOKTITLE = {Proceedings of the STS'04 Workshop at GPCE/OOPSLA},
YEAR = {2004},
MONTH = {October},
ADDRESS = {Vancouver, Canada},
}
@InProceedings{pst04,
AUTHOR = {Tony Abou-Assaleh, Nick Cercone, Vlado Keselj, and Ray Sweidan},
TITLE = {Detection of New Malicious Code Using N-gram Signatures},
BOOKTITLE = {Proceedings of the Second Annual Conference on Privacy, Security, and Trust (PST'04)},
YEAR = {2004},
MONTH = {October},
ADDRESS = {Fredericton, New Brunswick, Canada},
}
@InProceedings{BTX,
AUTHOR = {Sittichai Jiampojamarn, Vlado Keselj, and Nick Cercone},
TITLE = {Two Experiments in Biological Term Annotation using Classification Methods},
BOOKTITLE = {Proceedings of the First Biotechnology and Bioinformatics Symposium (BIOT-04)},
YEAR = {2004},
MONTH = {September},
ADDRESS = {Colorado Springs, Colorado, USA},
}
@InProceedings{ppdn,
AUTHOR = {Vlado Keselj and Nick Cercone},
TITLE = {PPDN--A Framework for Peer-to-peer Collaborative Research Network},
BOOKTITLE = {Proceedings of The Second International Workshop on Web-based Support Systems (WSS'04)},
PAGES = {88--93},
YEAR = {2004},
MONTH = {September},
ADDRESS = {Beijing, China},
}
@InProceedings{wss230,
AUTHOR = {Asad Satti, Nick Cercone, and Vlado Keselj},
TITLE = {Experiments in Web Page Classification for Semantic Web},
BOOKTITLE = {Proceedings of The Second International Workshop on Web-based Support Systems (WSS'04)},
YEAR = {2004},
MONTH = {September},
ADDRESS = {Beijing, China},
}
@InProceedings{,
AUTHOR = {Tony Abou-Assaleh, Nick Cercone, Vlado Keselj, and Ray Sweidan},
TITLE = {N-gram-based Detection of New Malicious Code},
BOOKTITLE = {The 28th Annual International Computer Software and Applications Conference (IEEE COMPSAC~2004)},
YEAR = {2004},
MONTH = {September},
ADDRESS = {Hong Kong, China},
}
@InProceedings{Coling04,
AUTHOR = {Vlado Keselj, Tanja Keselj, and Larisa Zlatic},
TITLE = {R{j}ecnik.com: English--Serbo-Croatian Electronic Dictionary},
BOOKTITLE = {Proceedings of COLING'04 Workshop on Enhancing and Using Electronic Dictionaries.},
YEAR = {2004},
MONTH = {August},
ADDRESS = {Geneve, Switzerland},
}
@InProceedings{Kes03,
AUTHOR = {Vlado Keselj, Fuchun Peng, Nick Cercone, and Calvin Thomas},
TITLE = {N-gram-based Author Profiles for Authorship Attribution},
BOOKTITLE = {Proceedings of the Conference Pacific Association for Computational Linguistics, PACLING'03},
PAGES = {255--264},
YEAR = {2003},
MONTH = {August},
ADDRESS = {Dalhousie University, Halifax, Nova Scotia, Canada},
}
@InProceedings{Peng03,
AUTHOR = {Fuchun Peng, Dale Schuurmans, Vlado Keselj, and Shaojun Wang},
TITLE = {Automated Authorship Attribution with Character Level Language Models},
BOOKTITLE = {Proceedings of the 10th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2003)},
YEAR = {2003},
MONTH = {April 12--17},
ADDRESS = {Budapest, Hungary},
}
@InProceedings{TAA03b,
AUTHOR = {Abou-Assaleh, Tony, Cercone, Nick, and Keselj, Vlado},
TITLE = {An Overview of the Theory of Relaxed Unification},
BOOKTITLE = {Proceedings of the International Conference on Advances in the Internet, Processing, Systems, Interdisciplinary Research, IPSI-2003},
YEAR = {2003},
MONTH = {October 5--11,},
ADDRESS = {Sveti Stefan, Serbia and Montenegro},
}
@InProceedings{ismis03,
AUTHOR = {Abou-Assaleh, Tony, Cercone, Nick, and Keselj, Vlado},
TITLE = {Towards the Theory of Relaxed Unification},
VOLUME = {LNAI 2871},
BOOKTITLE = {Proceedings of the 14th International Symposium on Methodologies for Intelligent Systems, ISMIS 2003},
YEAR = {2003},
MONTH = {October 28--31,},
ADDRESS = {Maebashi City, Japan},
}
@InProceedings{TAA03a,
AUTHOR = {Abou-Assaleh, Tony, Cercone, Nick, and Keselj, Vlado},
TITLE = {Expressing Probabilistic Context-Free Grammars in the Relaxed Unification Formalism},
BOOKTITLE = {Proceedings of the Conference Pacific Association for Computational Linguistics, PACLING'03},
PAGES = {29--36},
YEAR = {2003},
MONTH = {August},
ADDRESS = {Dalhousie University, Halifax, Nova Scotia, Canada},
}
@InProceedings{Keselj2001d,
AUTHOR = {Vlado Keselj},
TITLE = {Modular HPSG},
BOOKTITLE = {Proceedings of the 2001 IEEE Systems, Man, and Cybernetics Conference},
YEAR = {2001},
MONTH = {October},
ADDRESS = {Tucson, Arizona, USA},
}
@InProceedings{Keselj2001c,
AUTHOR = {Vlado Keselj and Nick Cercone},
TITLE = {Just-in-time subgrammar extraction for HPSG},
BOOKTITLE = {Proceedings of the Conference Pacific Association for Computational Linguistics, PACLING'01},
YEAR = {2001},
MONTH = {September},
ADDRESS = {Kitakyushu, Japan},
}
@InProceedings{Keselj2001,
AUTHOR = {Vlado Keselj},
TITLE = {Question Answering using Unification-based Grammar},
VOLUME = {LNAI 2056},
BOOKTITLE = {Advances in Artificial Intelligence, AI 2001},
PAGES = {297--306},
YEAR = {2001},
MONTH = {June},
ADDRESS = {Ottawa, Canada},
}
@InProceedings{Keselj:2000,
AUTHOR = {Vlado Keselj},
TITLE = {An HPSG formalism for Implementing a Java parser},
BOOKTITLE = {The Fourth Symposium on Natural Language Processing, SNLP'2000},
YEAR = {2000},
MONTH = {May},
ADDRESS = {Chiang Mai, Thailand},
}
@InProceedings{Keselj:1999,
AUTHOR = {Vlado Keselj},
TITLE = {Java parser for HPSGs: Why and How},
BOOKTITLE = {Proceedings of the Conference Pacific Association for Computational Linguistics, PACLING'99},
PAGES = {288--294},
YEAR = {1999},
MONTH = {August},
ADDRESS = {Waterloo, Ontario, Canada},
}
@InProceedings{Keselj:1998:GMG,
AUTHOR = {Vlado Keselj},
TITLE = {Grammar Model and Grammar Induction in the System NL PAGE},
VOLUME = {1433},
BOOKTITLE = {Grammatical Inference, 4th International Colloquium (ICGI-98)},
PAGES = {57--66},
YEAR = {1998},
ADDRESS = {Ames, Iowa, USA},
}
% Conference Papers Refereed by Extended Abstract
@InProceedings{nooj,
AUTHOR = {Vlado Keselj and Tanja Keselj},
TITLE = {What do users want from an on-line dictionary: A seven-years usage study of an e-dictionary},
BOOKTITLE = {9th INTEX/NooJ Conference},
YEAR = {2006},
ADDRESS = {Belgrade, Serbia},
}
% Non-refereed Conference Papers
@InProceedings{cag18,
AUTHOR = {Susan Kirkland, Dhivya Jayaraman, Vlado Keselj, Matko Bosnjak, Lindsay Kobayashi, Theo D. Cosco, Yoko Ishigami-Doyle},
TITLE = {Older Adults' Perspectives on Healthy Aging in the Canadian Longitudinal Study on Aging: A Machine Learning Approach to Qualitative Analysis},
YEAR = {2018},
ADDRESS = {Vancouver, BC, Canada},
}
@InProceedings{dcsi18d,
AUTHOR = {Dhivya Jayaraman and Vlado Keselj},
TITLE = {Automatic Summarization of Canadian Longitudinal Study on Aging (CLSA) Data},
YEAR = {2018},
}
@InProceedings{dcsi18k,
AUTHOR = {Kenneth Power, Vlado Keselj, and Dijana Kosmajac},
TITLE = {Regional Language and Dialect Visualization using Twitter Data and Character N-gram Analysis},
YEAR = {2018},
}
@InProceedings{INLI-FIRE-2017,
AUTHOR = {Dijana Kosmajac, and Vlado Keselj},
TITLE = {DalTeam@INLI-FIRE-2017: Native Language Identification using SVM with SGD Training},
BOOKTITLE = {FIRE 2017, Forum for Information Retrieval Evaluation, Working Notes on Indian Native Language Identification (INLI) Track},
PAGES = {118--122},
YEAR = {2017},
MONTH = {December},
}
@InProceedings{DalTREC15,
AUTHOR = {Anh Dang, Raheleh Makki, Abidalrahman Moh'd, Aminul Islam, Vlado Keselj, and Evangelos E. Milios},
TITLE = {Real Time Filtering of Tweets using Wikipedia Concepts and Google Tri-gram Semantic Relatedness},
BOOKTITLE = {The Twenty-Fourth Text REtrieval Conference (TREC 2015)},
YEAR = {2015},
MONTH = {November},
ADDRESS = {Gaithersburg, Maryland, USA},
}
@InProceedings{dcsi15d,
AUTHOR = {Dijana Kosmajac and Vlado Keselj},
TITLE = {Language Identification of Short Texts: An Overview of Methodologies Based on Character N-Grams},
YEAR = {2015},
}
@InProceedings{dcsi15m,
AUTHOR = {Magdalena Jankowska, Evangelos Milios, and Vlado Keselj},
TITLE = {Authorship Attribution with Topically Unbalanced Train Data},
YEAR = {2015},
}
@InProceedings{clef2014,
AUTHOR = {Magdalena Jankowska, Vlado Keselj, and Evangelos E. Milios},
TITLE = {Ensambles of Proximity-Based One-Class Classifiers for Author Verification},
BOOKTITLE = {Notebook for PAN at CLEF 2014 Working Notes},
YEAR = {2014},
}
@InProceedings{dcsi14m,
AUTHOR = {Magdalena Jankowska, Evangelos Milios, and Vlado Keselj},
TITLE = {Author Verification using Common N-Gram Profiles of Text Documents},
YEAR = {2014},
}
@InProceedings{clef2013v,
AUTHOR = {Magdalena Jankowska, Vlado Keselj, and Evangelos E. Milios},
TITLE = {Proximity Based One-class Classification with Common N-Gram Dissimilarity for Authorship Verification Task},
BOOKTITLE = {CLEF 2013 Evaluation Labs and Workshop},
YEAR = {2013},
}
@InProceedings{clef2013p,
AUTHOR = {Magdalena Jankowska, Vlado Keselj, and Evangelos E. Milios},
TITLE = {CNG Text Classification for Authorship Profiling Task},
BOOKTITLE = {CLEF 2013 Evaluation Labs and Workshop},
YEAR = {2013},
}
@InProceedings{dcsi13m,
AUTHOR = {Magdalena Jankowska, Vlado Keselj, and Evangelos E. Milios},
TITLE = {Proximity based one-class classification with Common N-Gram dissimilarity for authorship verification task},
YEAR = {2013},
}
@InProceedings{dcsi13a,
AUTHOR = {Armin Sajadi, Evangelos Milios, and Vlado Keselj},
TITLE = {Graph-based Domain-specific Semantic Relatedness from Wikipedia},
YEAR = {2013},
}
@InProceedings{influence12,
AUTHOR = {Yannick Marchand, Vlado Keselj, Evangelos Milios, and Michael Shepherd},
TITLE = {Quantifying the Role of the Opinion Lexicon in Sentiment Analysis},
BOOKTITLE = {Proceedings of #Influence12: Symposium & Workshop on Measuring Influence on Social Media},
YEAR = {2012},
MONTH = {September},
ADDRESS = {Dalhousie University, Halifax, Nova Scotia, Canada},
URL = {http://socialmedialab.ca/?page_id=6573},
}
@InProceedings{cascon2012,
AUTHOR = {Axel Soto, Vlado Keselj, and Evangelos E. Milios},
TITLE = {Interactive Clustering of Semi-Structured Documents},
YEAR = {2012},
}
@InProceedings{dcsi12ax,
AUTHOR = {Axel Soto, Vlado Keselj, and Evangelos E. Milios},
TITLE = {Interactive Clustering of Semi-Structured Documents},
YEAR = {2012},
}
@InProceedings{dcsi12ar,
AUTHOR = {Armin Sajadi, Evangelos E. Milios, and Vlado Keselj},
TITLE = {Extractig Semantics Relatedness from Wikipedia},
YEAR = {2012},
}
@InProceedings{cahspr2011,
AUTHOR = {Kunal Mohindra, Ingrid Sketris, Heather Lummis, Susan Bowles, and Vlado Keselj},
TITLE = {Developing Indicators for Sedative-Hypnotic Drug Use at an Acute Care Hospital in Nova Scotia},
YEAR = {2011},
MONTH = {May},
}
@InProceedings{apics09h,
AUTHOR = {Hathai Tanta-ngai, Vlado Keselj, and Evangelos E. Milios},
TITLE = {Building a Self-organizing Peer-to-peer Network in Shrack -- A P2P System for Scientific Document Tracking},
YEAR = {2009},
}
@InProceedings{apics09k,
AUTHOR = {Katherine Magee and Vlado Keselj},
TITLE = {EulMiner: A Graph-based Interactive Visualization for Biomedical Term Identification},
YEAR = {2009},
ADDRESS = {Dalhousie University, Halifax, Canada},
}
@InProceedings{DalTREC07qa,
AUTHOR = {Tony Abou-Assaleh, Chris Whidden, Vlado Ke\v{s}elj, Hathai Tanta-ngai, and Nick Cercone},
TITLE = {{DalTREC} 2007 QA System Jellyfish: Experiments with Integration of Lucene and GATE, and Improved Usage of WordNet and Qrel},
BOOKTITLE = {The Fiftheenth Text REtrieval Conference (TREC 2007)},
YEAR = {2007},
MONTH = {November},
ADDRESS = {Gaithersburg, Maryland, USA},
}
@InProceedings{,
AUTHOR = {Hathai Tanta-ngai, Vlado Keselj, and Evangelos E. Milios},
TITLE = {Shrack: A Pull-Only Peer-to-Peer Framework for Document Sharing and Tracking},
PAGES = {9--10},
YEAR = {2007},
}
@InProceedings{,
AUTHOR = {Haibin Liu, Christian Blouin, Vlado Keselj},
TITLE = {A Practical Method for Extracting Prefixes and Suffixes of Biological Terms},
PAGES = {1--2},
YEAR = {2007},
}
@InProceedings{DalTREC06qa,
AUTHOR = {Vlado Ke\v{s}elj, Tony Abou-Assaleh, and Nick Cercone},
TITLE = {{DalTREC} 2006 QA System Jellyfish: Regular Expressions Mark-and-Match Approach to Question Answering},
BOOKTITLE = {The Fourtheenth Text REtrieval Conference (TREC 2006)},
YEAR = {2006},
MONTH = {November},
ADDRESS = {Gaithersburg, Maryland, USA},
}
@InProceedings{mitacs06,
AUTHOR = {Tony Abou-Assaleh, Vlado Keselj, and Nick Cercone},
TITLE = {Probabilistic Inference in First-Order Logic Using Relaxed Unification},
ADDRESS = {York University, Toronto, ON},
}
@InProceedings{DalTREC05spam,
AUTHOR = {Vlado Ke\v{s}elj, Evangelos Milios, Andrew Tuttle, Singer Wang, and Roger Zhang},
TITLE = {{DalTREC} 2005 Spam Track: Spam Filtering using N-gram-based Techniques},
BOOKTITLE = {The Fourtheenth Text REtrieval Conference (TREC 2005) Proceedings},
YEAR = {2005},
MONTH = {November},
ADDRESS = {Gaithersburg, Maryland, USA},
}
@InProceedings{DalTREC05qa,
AUTHOR = {Tony Abou-Assaleh, Nick Cercone, Jon Doyle, Vlado Ke\v{s}elj, and Chris Whidden},
TITLE = {{DalTREC} 2005 QA System Jellyfish: Mark-and-Match Approach to Question Answering},
BOOKTITLE = {The Fourtheenth Text REtrieval Conference (TREC 2005) Proceedings},
YEAR = {2005},
MONTH = {November},
ADDRESS = {Gaithersburg, Maryland, USA},
}
@InProceedings{,
AUTHOR = {Haibin Liu and Vlado Keselj},
TITLE = {Combined Mining of Web Server Logs and Web Contents},
YEAR = {2005},
}
@InProceedings{,
AUTHOR = {Gregory Zaverucha and Vlado Keselj},
TITLE = {Efficient Pairing-Based Cryptography},
YEAR = {2005},
}
@InProceedings{DalTREC04,
AUTHOR = {Vlado Ke\v{s}elj, Anthony Cox},
TITLE = {{DalTREC} 2004: Question Answering using Regular Expression Rewriting},
BOOKTITLE = {The Thirteenth Text REtrieval Conference (TREC 2004) Proceedings},
YEAR = {2004},
MONTH = {November},
ADDRESS = {Gaithersburg, Maryland, USA},
}
@InProceedings{aaac,
AUTHOR = {Vlado Keselj and Nick Cercone},
TITLE = {CNG Method with Weighted Voting},
BOOKTITLE = {Ad-hoc Authorship Attribution Competition (AAAC)},
YEAR = {2004},
MONTH = {June},
}
@InProceedings{Keselj:1997,
AUTHOR = {Vlado Keselj},
TITLE = {Natural language parsing for Internet information retrieval},
BOOKTITLE = {Proceedings of 1997 TRIO/ITRC Researcher Retreat},
YEAR = {1997},
MONTH = {May},
}
% Technical Reports
@TechReport{arx2020-sfish,
AUTHOR = {Vlado Keselj},
TITLE = {Starfish: A Prototype for Universal Preprocessing and Text-Embedded Programming},
NUMBER = {2007.02366}
YEAR = {2020},
}
@TechReport{tr0905,
AUTHOR = {Pif Edwards and Vlado Keselj},
TITLE = {MedicInfoSys: An Architecture for an Evidence-Based Medical Information Research and Delivery System},
NUMBER = {CS-2009-05}
YEAR = {2009},
MONTH = {October},
ADDRESS = {Halifax, NS, Canada},
}
@TechReport{tr0901,
AUTHOR = {Jacek Wolkowicz, Michael Shepherd, and Vlado Keselj},
TITLE = {Wikipedia Search: Combining Language Modeling and Link Analysis},
NUMBER = {CS-2009-01}
YEAR = {2009},
MONTH = {January},
ADDRESS = {Halifax, NS, Canada},
}
@TechReport{tr0801,
AUTHOR = {Haibin Liu, Christian Blouin, and Vlado Keselj},
TITLE = {An Unsupervised Method for Extracting Domain-specific Affixes in Biological Literature},
NUMBER = {CS-2008-01}
YEAR = {2008},
MONTH = {January},
ADDRESS = {Halifax, NS, Canada},
}
@TechReport{tr0523,
AUTHOR = {Yingbo Miao, Vlado Keselj, and Evangelos Milios},
TITLE = {Document Clustering using Character N-grams: A Comparative Evaluation with Term-based and Word-based Clustering},
NUMBER = {CS-2005-23}
YEAR = {2005},
MONTH = {September},
ADDRESS = {Halifax, NS, Canada},
}
@TechReport{tr0502,
AUTHOR = {Tomovic, Andrija, Janicic, Predrag, and Keselj, Vlado},
TITLE = {N-gram-based Classification and Hierarchical Clustering of Genome Sequences},
NUMBER = {CS-2005-02}
YEAR = {2005},
MONTH = {March},
ADDRESS = {Halifax, NS, Canada},
}
@TechReport{Keselj2002a,
AUTHOR = {Vlado Keselj and Nick Cercone},
TITLE = {A Graph Unification Machine for NL Parsing},
NUMBER = {CS-2002-01}
YEAR = {2002},
MONTH = {January},
ADDRESS = {Waterloo, Ontario, Canada},
}
@TechReport{Keselj2001b,
AUTHOR = {Vlado Keselj},
TITLE = {Just-in-time subgrammar extraction for HPSG},
NUMBER = {CS-2001-08}
YEAR = {2001},
MONTH = {March},
ADDRESS = {Waterloo, Ontario, Canada},
}
@TechReport{Keselj2001a,
AUTHOR = {Vlado Keselj},
TITLE = {Modular HPSG},
NUMBER = {CS-2001-05}
YEAR = {2001},
MONTH = {February},
ADDRESS = {Waterloo, Ontario, Canada},
}
@TechReport{Keselj:1999a,
AUTHOR = {Vlado Keselj},
TITLE = {Stefy: Java Parser for HPSGs, Version 0.1},
NUMBER = {CS-99-26}
YEAR = {2000},
ADDRESS = {Waterloo, Ontario, Canada},
}
@TechReport{tr98,
AUTHOR = {Vlado Keselj},
TITLE = {Multi-agent systems for Internet information retrieval using natural language processing},
NUMBER = {CS-98-24}
YEAR = {1998},
ADDRESS = {Waterloo, Ontario, Canada},
URL = {http://www.cs.uwaterloo.ca/cs-archive/CS-1998/24},
}
@TechReport{tr1996,
AUTHOR = {Vlado Keselj},
TITLE = {Length of Finite Pierce Series: Theoretical Analysis and Numerical Computations},
NUMBER = {CS-96-21}
YEAR = {1996},
ADDRESS = {Waterloo, Ontario, Canada},
}
% PhD Thesis
@PhD Thesis{Keselj2002b,
AUTHOR = {Vlado Keselj},
TITLE = {Modular Stochastic HPSGs for Question Answering},
NUMBER = {CS-2002-28}
YEAR = {2002},
MONTH = {June},
ADDRESS = {Waterloo, Ontario, Canada},
}
% Master's Thesis
@Master's Thesis{MTh,
AUTHOR = {Vlado Keselj},
TITLE = {Multi-agent systems for Internet information retrieval using natural language processing},
YEAR = {1998},
ADDRESS = {Waterloo, Ontario, Canada},
}
% Other Selected Publications
@{foodreport2023,
AUTHOR = {Sylvain Charlebois, Andrea Rankin, Stacey Taylor, Vlado Keselj, Gumataw Abebe, Stefanie Colombo, Kathleen Kevany, Paola A. Marignani, Janet Music, Rick Nason, Phoebe Stephens, Samantha Taylor, Simon Somogyi, Ethan Jackson, Graham Taylor, Maria Corradini, Sara El-Shawa, Jess Halnes, Paul Uys, Erna Van Duren, Stuart Smyth, Rim Lassoued, Kelleen Wiseman, Richard Brichello, Matias Margulis, Isabelle Lavole, Janet Lord, Kim Humes, Erin Lee},
TITLE = {Canada's Food Price Report 2023, 13th Edition},
YEAR = {2022},
URL = {https://www.dal.ca/sites/agri-food/research/canada-s-food-price-report-2023.html},
}
@{foodreport2022,
AUTHOR = {Sylvain Charlebois, Alyssa Gerhardt, Stacey Taylor, Mitchell Kane, Vlado Keselj, Elizabeth Fitting, Kathleen Kevany, Stefanie Colombo, Janet Music, Don Fiander, Tiff-Annie Kenny, Gumataw Abebe, Simon Somogyi, Ethan Jackson, Sara El-Shawa, Graham Taylor, Jess Haines, Maria Corradini, Paul Uys, Erna Van Duren, Stuart Smyth, James Vercammen, Kelleen Wiseman, Richard Brichello, Matias Margulis, Krisha Lim, Meng Zhang,},
TITLE = {Canada's Food Price Report 2022},
YEAR = {2021},
URL = {https://www.dal.ca/sites/agri-food/research/canada-s-food-price-report-2022.html},
}
@{foodreport2019,
AUTHOR = {Sylvain Charlebois, Eamonn McGuinty, Vlado Keselj, Caterine Mah, Andrea Giusto, Janet Music, Simon Somogyi, Francis Tapon, Paul Uys, Erna Van Duren, Jay Harris, Joon Son},
TITLE = {Canada's Food Price Report 2019},
YEAR = {2018},
URL = {https://www.dal.ca/faculty/management/news-events/canada-s-food-price-report.html},
}
@{foodreport2018,
AUTHOR = {Catherine Mah, Sylvain Charlebois, Jay Harris, Vlado Keselj, Paul Uys, Mustafa Koroglu, Francis Tapon, Erna H van Duren, Simon Somogyi, Andrea Giusto},
TITLE = {Canada's Food Price Report 2018},
YEAR = {2017},
URL = {https://www.dal.ca/faculty/management/news-events/canada-s-food-price-report.html},
}
@Misc{clreview09,
AUTHOR = {Vlado Keselj},
TITLE = {Book Review: Speech and Language Processing (second edition) by Daniel Jurafsky and James H. Martin},
JOURNAL = {Computational Linguistics},
VOLUME = {35},
NUMBER = {3}
PAGES = {463--466},
YEAR = {2009},
URL = {http://www.mitpressjournals.org/doi/pdf/10.1162/coli.B09-001},
}
@Misc{is2004,
AUTHOR = {Vlado Keselj, Nick Cercone, Calvin Thomas, Ken Rockwood, and Elissa Asp},
TITLE = {Analysis of Spontaneous Speech in Dementia of Alzheimer Type: Experiments with Morphological and Lexical Analysis},
YEAR = {2004},
MONTH = {June},
}
@{,
AUTHOR = {Tony Abou-Assaleh, Nick Cercone, Vlado Keselj},
TITLE = {Applying HPSG with Relaxed Unification to Question Answering},
YEAR = {2004},
}
@{tee,
AUTHOR = {Sittichai Jiampojamarn, Vlado Keselj, Nick~Cercone},
TITLE = {Automatic biological term annotation using classification},
YEAR = {2004},
}
@Misc{ottawa04,
AUTHOR = {Kenneth Rockwood, Elissa Asp, Vlado Keselj, and Michael McAllister},
TITLE = {Unobtrusive Technology for Alzheimer's Disease},
ADDRESS = {Ottawa, Canada},
}
@Misc{Keselj2003d,
AUTHOR = {Keselj, Vlado, Asp, Elissa, Rockwood, Kenneth, and Cercone, Nick},
TITLE = {Computational analysis of language used by Alzheimer patients in interviews: An objective method for discriminating between healthy and demented individuals},
BOOKTITLE = {6th Annual Symposium on the Treatment of Alzheimer's Disease},
YEAR = {2003},
MONTH = {November 26--29},
ADDRESS = {Halifax, Nova Scotia},
}
@Misc{Keselj2001e,
AUTHOR = {Vlado Keselj and Dale Schuurmans},
TITLE = {Course notes CS486/686:Introduction to Artificial Intelligence},
YEAR = {2001},
MONTH = {December},
ADDRESS = {Waterloo, Canada},
}
@Misc{Keselj2000,
AUTHOR = {Vlado Keselj},
TITLE = {TREC-9 Question Answering: Some general and some specific issues},
YEAR = {2000},
MONTH = {December},
ADDRESS = {Waterloo, Canada},
}
@Misc{Keselj98,
AUTHOR = {Vlado Keselj},
TITLE = {Java Tutorial for CS240},
YEAR = {1998},
MONTH = {October},
ADDRESS = {Waterloo, Canada},
}
© 2007-2024 Vlado Keselj, last update: 02-Mar-2024