Vlado Keselj

Publication Activity (10 Years)

Years Active: 1998-2023
Publications (10 Years): 22

Top Topics

Linkage Analysis

Text Classification

Semantic Relatedness

Top Venues

CLEF (Working Notes)

Canadian Conference on AI

Publications

Gaurav Jariwala, Vlado Keselj
Mimicking Electronic Gaming Machine Player Behavior Using Reinforcement Learning. Canadian AI (2023)
Stacey Taylor, Vlado Keselj
Don't Worry Accountants, ChatGPT Won't Be Taking Your Job...Yet. Canadian AI (2023)
Stacey Taylor, Vlado Keselj
Don't Blindly Use Data: Towards a Data Statement for Computational Financial Research. Big Data (2022)
Ahmed M. Balfagih, Vlado Keselj, Stacey Taylor
N-gram and Word2Vec Feature Engineering Approaches for Spam Recognition on Some Influential Twitter Topics in Saudi Arabia. ICISDM (2022)
Stacey Taylor, Vlado Keselj
Predicting the Distress of Financial Intermediaries using Convolutional Neural Networks. CBI (2) (2021)
Tahajjat Begum, Israat Haque, Vlado Keselj
Deep Learning Models for Gesture-controlled Drone Operation. CNSM (2020)
Dijana Kosmajac, Vlado Keselj
Twitter User Profiling: Bot and Gender Identification - Notebook for PAN at CLEF 2019. CLEF (2020)
Vlado Keselj
Starfish: A Prototype for Universal Preprocessing and Text-Embedded Programming. CoRR (2020)
Dijana Kosmajac, Kirstie Smith, Vlado Keselj, Susan Kirkland
Graph-based Topic Extraction Using Centroid Distance of Phrase Embeddings on Healthy Aging Open-ended Survey Questions. ICDM (Workshops) (2020)
Ahmed M. Balfagih, Vlado Keselj
Evaluating Sentiment C1assifiers for Bitcoin Tweets in Price Prediction Task. IEEE BigData (2019)
Dijana Kosmajac, Vlado Keselj
Twitter Bot Detection using Diversity Measures. ICNLSP (2019)
Yichuan Xu, Vlado Keselj
Stock Prediction using Deep Learning and Sentiment Analysis. IEEE BigData (2019)
Dijana Kosmajac, Vlado Keselj
Twitter User Profiling: Bot and Gender Identification. CLEF (Working Notes) (2019)
Nisha Ingrid Simon, Vlado Keselj
Automatic Term Extraction in Technical Domain using Part-of-Speech and Common-Word Features. DocEng (2018)
Magdalena Jankowska, Colin Conrad, Jabez Harris, Vlado Keselj
N-Gram Based Approach for Automatic Prediction of Essay Rubric Marks. Canadian Conference on AI (2018)
Olga Tsubiks, Vlado Keselj
A Market Analytics Approach to Restaurant Review Data. DocEng (2018)
Dijana Kosmajac, Vlado Keselj, Evangelos E. Milios
EulerianGrapher: Text Visualisation at the Level of Character N-grams based on Eulerian Graphs. ESIDA@IUI (2017)
Armin Sajadi, Evangelos E. Milios, Vlado Keselj
Vector Space Representation of Concepts Using Wikipedia Graph Structure. NLDB (2017)
Dijana Kosmajac, Vlado Keselj
Language identification in multilingual, short and noisy texts using common N-grams. IEEE BigData (2017)
Dijana Kosmajac, Vlado Keselj
DalTeam@INLI-FIRE-2017: Native Language Identification using SVM with SGD Training. FIRE (Working Notes) (2017)
Colin Conrad, Naureen Ali, Vlado Keselj, Qigang Gao
ELM: An Extended Logic Matching Method on Record Linkage Analysis of Disparate Databases for Profiling Data Mining. CBI (1) (2016)
Colin Conrad, Vlado Keselj
Predicting Political Donations Using Twitter Hashtags and Character N-Grams. CBI (2) (2016)
Anh Dang, Raheleh Makki, Abidalrahman Moh'd, Aminul Islam, Vlado Keselj, Evangelos E. Milios
Real Time Filtering of Tweets Using Wikipedia Concepts and Google Tri-gram Semantic Relatedness. TREC (2015)
Axel J. Soto, Ryan Kiros, Vlado Keselj, Evangelos E. Milios
Machine learning meets visualization for extracting insights from text data. AI Matters 2 (2) (2015)
Armin Sajadi, Evangelos E. Milios, Vlado Keselj, Jeannette C. M. Janssen
Domain-Specific Semantic Relatedness from Wikipedia Structure: A Case Study in Biomedical Text. CICLing (1) (2015)
Aminul Islam, Jie Mei, Evangelos E. Milios, Vlado Keselj
When was Macbeth Written? Mapping Book to Time. CICLing (1) (2015)
Axel J. Soto, Ryan Kiros, Vlado Keselj, Evangelos E. Milios
Exploratory Visual Analysis and Interactive Pattern Extraction from Semi-Structured Data. ACM Trans. Interact. Intell. Syst. 5 (3) (2015)
Aminul Islam, Evangelos E. Milios, Vlado Keselj
Do Important Words in Bag-of-Words Model of Text Relatedness Help? TSD (2015)
Magdalena Jankowska, Vlado Keselj, Evangelos E. Milios
Ensembles of Proximity-Based One-Class Classifiers for Author Verification Notebook for PAN at CLEF 2014. CLEF (Working Notes) (2014)
Magdalena Jankowska, Evangelos E. Milios, Vlado Keselj
Author Verification Using Common N-Gram Profiles of Text Documents. COLING (2014)
Feifei Xu, Vlado Keselj
Collective Sentiment Mining of Microblogs in 24-Hour Stock Price Movement Prediction. CBI (2) (2014)
Haibin Liu, Vlado Keselj, Christian Blouin
Exploring a Subgraph Matching Approach for Extracting Biological Events from literature. Comput. Intell. 30 (3) (2014)
Zhishen Yang, Jacek Wolkowicz, Vlado Keselj
Social Media Corporate User Identification Using Text Classification. Canadian Conference on AI (2014)
Marek Lipczak, Tomasz Niewiarowski, Vlado Keselj, Evangelos E. Milios
Selective Retrieval for Categorization of Semi-structured Web Resources. Canadian Conference on AI (2013)
Jacek Wolkowicz, Vlado Keselj
Evaluation of n-Gram-Based Classification Approaches on Classical Music Corpora. MCM (2013)
Jessica Perrie, Aminul Islam, Evangelos E. Milios, Vlado Keselj
Using Google n-Grams to Expand Word-Emotion Association Lexicon. CICLing (2) (2013)
Magdalena Jankowska, Vlado Keselj, Evangelos E. Milios
CNG Text Classification for Authorship Profiling Task Notebook for PAN at CLEF 2013. CLEF (Working Notes) (2013)
Magdalena Jankowska, Vlado Keselj, Evangelos E. Milios
Proximity Based One-class Classification with Common N-Gram Dissimilarity for Authorship Verification Task Notebook for PAN at CLEF 2013. CLEF (Working Notes) (2013)
Magdalena Jankowska, Vlado Keselj, Evangelos E. Milios
Relative N-gram signatures: Document visualization at the level of character N-grams. IEEE VAST (2012)
Ryan Kiros, Axel J. Soto, Evangelos E. Milios, Vlado Keselj
Representation Learning for Sparse, High Dimensional Multi-label Classification. RSCTC (2012)
Aminul Islam, Evangelos E. Milios, Vlado Keselj
Comparing Word Relatedness Measures Based on Google $n$-grams. COLING (Posters) (2012)
Haibin Liu, Vlado Keselj, Christian Blouin, Karin Verspoor
Subgraph Matching-Based Literature Mining for Biomedical Relations and Events. AAAI Fall Symposium: Information Retrieval and Knowledge Discovery in Biomedical Text (2012)
Jacek Wolkowicz, Vlado Keselj
Analysis of Important Factors for Measuring Similarity of Symbolic Music Using n-gram-Based, Bag-of-Words Approach. Canadian Conference on AI (2012)
Aminul Islam, Evangelos E. Milios, Vlado Keselj
Text Similarity Using Google Tri-grams. Canadian Conference on AI (2012)
Jane E. Mason, Michael A. Shepherd, Jack Duffy, Vlado Keselj
Classifying Web Pages by Genre - Dealing with Unbalanced Distributions, Multiple Labels and Noise. WEBIST (2011)
Pif Edwards, Vlado Keselj
MeSH Represented MEDLINE Query Results. Canadian Conference on AI (2010)
Haibin Liu, Christian Blouin, Vlado Keselj
Sentence identification of biological interactions using PATRICIA tree generated patterns and genetic algorithm optimized parameters. Data Knowl. Eng. 69 (1) (2010)
Haibin Liu, Vlado Keselj, Christian Blouin
Biological event extraction using subgraph matching. Semantic Mining in Biomedicine (2010)
Jacek Wolkowicz, Vlado Keselj
Predicting Development of Research in Music Based on Parallels with Natural Language Processing. ISMIR (2010)
Jane E. Mason, Michael A. Shepherd, Jack Duffy, Vlado Keselj, Carolyn R. Watters
An n-Gram Based Approach to Multi-Labeled Web Page Genre Classification. HICSS (2010)
Matthew Butler, Vlado Keselj
Data Mining Techniques for Proactive Fault Diagnostics of Electronic Gaming Machines. Canadian Conference on AI (2010)
Connie R. Adsett, Yannick Marchand, Vlado Keselj
Syllabification rules versus data-driven methods in a language with low syllabic complexity: The case of Italian. Comput. Speech Lang. 23 (4) (2009)
Matthew Butler, Vlado Keselj
Optimizing a Pseudo Financial Factor Model with Support Vector Machines and Genetic Programming. Canadian Conference on AI (2009)
Hathai Tanta-ngai, Evangelos E. Milios, Vlado Keselj
Self-organizing peer-to-peer networks for collaborative document tracking. CIKM-CNIKM (2009)
Vlado Keselj
Speech and Language Processing (second edition) Daniel Jurafsky and James H. Martin (Stanford University and University of Colorado at Boulder) Pearson Prentice Hall, 2009, hardbound, ISBN 978-0-13-187321-6. Comput. Linguistics 35 (3) (2009)
Matthew Butler, Vlado Keselj
Financial Forecasting Using Character N-Gram Analysis and Readability Scores of Annual Reports. Canadian Conference on AI (2009)
Haibin Liu, Christian Blouin, Vlado Keselj
Identifying Interaction Sentences from Biological Literature Using Automatically Extracted Patterns. BioNLP@HLT-NAACL (2009)
Vlado Keselj, Haibin Liu, Norbert Zeh, Christian Blouin, Chris Whidden
Finding optimal parameters for edit distance based sequence classification is NP-hard. KDD Workshop on Statistical and Relational Learning in Bioinformatics (2009)
Jacek Wolkowicz, Malcolm I. Heywood, Vlado Keselj
Evolving Indirectly Represented Melodies with Corpus-Based Fitness Evaluation. EvoWorkshops (2009)
Jacek Wolkowicz, Stephen Brooks, Vlado Keselj
Midivis: Visualizing Music Structure via Similarity Matrices. ICMC (2009)
Lalita Narupiyakul, Vlado Keselj, Nick Cercone, Booncharoen Sirinaovakul
Focus to emphasize tone analysis for prosodic generation. Comput. Math. Appl. 55 (8) (2008)
Haibin Liu, Vlado Keselj
Combined mining of Web server logs and web contents for classifying user navigation patterns and predicting users' future requests. Data Knowl. Eng. 61 (2) (2007)
Vlado Keselj, Nick Cercone
A formal approach to subgrammar extraction for NLP. Math. Comput. Model. 45 (3-4) (2007)
Hathai Tanta-ngai, Vlado Keselj, Evangelos E. Milios
Shrack: Description and Performance Evaluation of a Peer-to-Peer System for Document Sharing and Tracking using Pull-Only Information Dissemination. IPDPS (2007)
Haibin Liu, Christian Blouin, Vlado Keselj
An Unsupervised Method for Extracting Domain-specific Affixes in Biological Literature. BioNLP@ACL (2007)
Andrija Tomovic, Predrag Janicic, Vlado Keselj
n-Gram-based classification and unsupervised hierarchical clustering of genome sequences. Comput. Methods Programs Biomed. 81 (2) (2006)
Chris Jordan, John Healy, Vlado Keselj
Swordfish: an unsupervised Ngram based approach to morphological analysis. SIGIR (2006)
Vlado Keselj, Tony Abou-Assaleh, Nick Cercone
DalTREC 2006 QA System Jellyfish: Regular Expressions Mark-and-Match Approach to Question Answering. TREC (2006)
Tony Abou-Assaleh, Nick Cercone, Jon Doyle, Vlado Keselj, Chris Whidden
DalTREC 2005 QA System Jellyfish: Mark-and-Match Approach to Question Answering. TREC (2005)
Yingbo Miao, Vlado Keselj, Evangelos E. Milios
Document clustering using character N-grams: a comparative evaluation with term-based and word-based clustering. CIKM (2005)
Tony Abou-Assaleh, Nick Cercone, Vlado Keselj
A Probabilistic Evaluation Function for Relaxed Unification. COMPSAC (2) (2005)
Vlado Keselj, Evangelos E. Milios, Andrew Tuttle, Singer Wang, Roger Zhang
DalTREC 2005 Spam Track: Spam Filtering Using N-gram-based Techniques. TREC (2005)
Jiayun Guo, Vlado Keselj, Qigang Gao
Integrating Web Content Clustering into Web Log Association Rule Mining. Canadian Conference on AI (2005)
Vlado Keselj, Dawn N. Jutla
QTIP: Multi-Agent NLP and Privacy Architecture for Information Retrieval in Usable Web Privacy Software. Web Intelligence (2005)
Asad Satti, Nick Cercone, Vlado Keselj
Experiments in Web Page Classification for Semantic Web. Workshop on Web-based Support Systems (2004)
Tony Abou-Assaleh, Nick Cercone, Vlado Keselj, Ray Sweidan
N-Gram-Based Detection of New Malicious Code. COMPSAC Workshops (2004)
Tony Abou-Assaleh, Nick Cercone, Vlado Keselj, Ray Sweidan
Detection of New Malicious Code Using N-grams Signatures. PST (2004)
Vlado Keselj, Anthony Cox
DalTREC 2004: Question Answering Using Regular Expression Rewriting. TREC (2004)
Vlado Keselj, Nick Cercone
PPDN - a Framework for Peer-to-Peer Collaborative Research Network. Workshop on Web-based Support Systems (2004)
Fuchun Peng, Dale Schuurmans, Vlado Keselj, Shaojun Wang
Language Independent Authorship Attribution with Character Level N-Grams. EACL (2003)
Tony Abou-Assaleh, Nick Cercone, Vlado Keselj
Towards the Theory of Relaxed Unification. ISMIS (2003)
Nick Cercone, Lijun Hou, Vlado Keselj, Aijun An, Kanlaya Naruedomkul, Xiaohua Hu
From Computational Intelligence to Web Intelligence. Computer 35 (11) (2002)
Vlado Keselj
Modular HPSG [Head-driven Phrase Structure Grammar]. SMC (2001)
Vlado Keselj
Question Answering Using Unification-Based Grammar. Canadian Conference on AI (2001)
Vlado Keselj
Grammar Model and Grammar Induction in the System NL PAGE. ICGI (1998)