Vlado Keselj
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Canadian computer scientist
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Vlado Keseljcomputer-science Degrees
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Computational Linguistics
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Artificial Intelligence
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Machine Learning
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Computer Science
Why Is Vlado Keselj Influential?
(Suggest an Edit or Addition)According to Wikipedia, Vlado Keselj is a Serbian-Canadian computer scientist known for his research in natural language processing and authorship attribution. He is a professor at Dalhousie University. Education As a high school student in Yugoslavia, Keselj competed in the 1987 International Mathematical Olympiad, earning a bronze medal. He earned his Ph.D. in 2002 at the University of Waterloo, with the dissertation Modular Stochastic HPSGs for Question Answering supervised by Nick Cercone.
Vlado Keselj's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- N-gram-based detection of new malicious code (2004) (289)
- Combined mining of Web server logs and web contents for classifying user navigation patterns and predicting users' future requests (2007) (247)
- Automatic detection and rating of dementia of Alzheimer type through lexical analysis of spontaneous speech (2005) (106)
- n-Gram-based classification and unsupervised hierarchical clustering of genome sequences (2006) (103)
- Language independent authorship attribution using character level language models (2003) (101)
- Detection of New Malicious Code Using N-grams Signatures (2004) (101)
- Text Similarity Using Google Tri-grams (2012) (59)
- Document clustering using character N-grams: a comparative evaluation with term-based and word-based clustering (2005) (54)
- Approximate Subgraph Matching-Based Literature Mining for Biomedical Events and Relations (2013) (49)
- n-gram-based approach to composer recognition (2008) (48)
- Financial Forecasting Using Character N-Gram Analysis and Readability Scores of Annual Reports (2009) (39)
- Comparing Word Relatedness Measures Based on Google n-grams (2012) (37)
- Author Verification Using Common N-Gram Profiles of Text Documents (2014) (35)
- Integrating Web Content Clustering into Web Log Association Rule Mining (2005) (32)
- From Computational Intelligence to Web Intelligence (2002) (27)
- Twitter User Profiling: Bot and Gender Identification (2020) (23)
- A suffix subsumption-based approach to building stemmers and lemmatizers for highly inflectional languages with sparse resource (2008) (21)
- Relative N-gram signatures: Document visualization at the level of character N-grams (2012) (20)
- Proximity Based One-class Classification with Common N-Gram Dissimilarity for Authorship Verification Task Notebook for PAN at CLEF 2013 (2013) (20)
- N-GRAM-BASED AUTHOR PROFILES FOR (2003) (18)
- Domain-Specific Semantic Relatedness from Wikipedia Structure: A Case Study in Biomedical Text (2015) (18)
- Collective Sentiment Mining of Microblogs in 24-Hour Stock Price Movement Prediction (2014) (18)
- Syllabification rules versus data-driven methods in a language with low syllabic complexity: The case of Italian (2009) (17)
- Evaluation of n-Gram-Based Classification Approaches on Classical Music Corpora (2013) (15)
- An n-Gram Based Approach to Multi-Labeled Web Page Genre Classification (2010) (14)
- Biological event extraction using subgraph matching (2010) (13)
- Language Independent Authorship Attribution with Character Level N-Grams (2003) (13)
- Exploratory Visual Analysis and Interactive Pattern Extraction from Semi-Structured Data (2015) (13)
- Biological Named Entity Recognition Using n-grams and Classification Methods (2005) (13)
- Using Google n-Grams to Expand Word-Emotion Association Lexicon (2013) (13)
- Question Answering Using Unification-Based Grammar (2001) (12)
- CNG Text Classification for Authorship Profiling Task Notebook for PAN at CLEF 2013 (2013) (11)
- Automatic Categorization of Author Gender via N-Gram Analysis (2005) (11)
- Stock Prediction using Deep Learning and Sentiment Analysis (2019) (11)
- Subgraph Matching-Based Literature Mining for Biomedical Relations and Events (2012) (10)
- DalTREC 2004: Question Answering Using Regular Expression Rewriting (2004) (10)
- MIDIVIS: VISUALIZING MUSIC PIECES STRUCTURE VIA SIMILARITY MATRICES (2009) (10)
- ELM: An Extended Logic Matching Method on Record Linkage Analysis of Disparate Databases for Profiling Data Mining (2016) (8)
- Ensembles of Proximity-Based One-Class Classifiers for Author Verification Notebook for PAN at CLEF 2014 (2014) (8)
- Swordfish: an unsupervised Ngram based approach to morphological analysis (2006) (7)
- DalTREC 2005 Spam Track: Spam Filtering Using N-gram-based Techniques (2005) (7)
- Twitter Bot Detection using Diversity Measures (2019) (7)
- EXPLORING A SUBGRAPH MATCHING APPROACH FOR EXTRACTING BIOLOGICAL EVENTS FROM LITERATURE (2014) (7)
- Identifying Interaction Sentences from Biological Literature Using Automatically Extracted Patterns (2009) (6)
- DalTREC 2005 QA System Jellyfish: Mark-and-Match Approach to Question Answering (2005) (6)
- Evaluating Sentiment C1assifiers for Bitcoin Tweets in Price Prediction Task (2019) (6)
- Real Time Filtering of Tweets Using Wikipedia Concepts and Google Tri-gram Semantic Relatedness (2015) (6)
- Evolving Indirectly Represented Melodies with Corpus-Based Fitness Evaluation (2009) (5)
- A formal approach to subgrammar extraction for NLP (2007) (5)
- Automatic Term Extraction in Technical Domain using Part-of-Speech and Common-Word Features (2018) (5)
- Self-organizing peer-to-peer networks for collaborative document tracking (2009) (5)
- N-Gram Based Approach for Automatic Prediction of Essay Rubric Marks (2018) (5)
- DalTeam@INLI-FIRE-2017: Native Language Identification using SVM with SGD Training (2017) (5)
- Modular stochastic hpsgs for question answering (2002) (5)
- A graph unification machine for NL parsing (2003) (5)
- Using Extractive Lexicon-based Sentiment Analysis to Enhance Understanding ofthe Impact of Non-GAAP Measures in Financial Reporting (2021) (4)
- Speech and Language Processing (second edition) Daniel Jurafsky and James H. Martin (Stanford University and University of Colorado at Boulder) Pearson Prentice Hall, 2009, xxxi+988 pp; hardbound, ISBN 978-0-13-187321-6, $115.00 (2009) (4)
- Sentence identification of biological interactions using PATRICIA tree generated patterns and genetic algorithm optimized parameters (2010) (4)
- Deep Learning Models for Gesture-controlled Drone Operation (2020) (4)
- Just-in-time subgrammar extraction for HPSG (2001) (3)
- Modular HPSG [Head-driven Phrase Structure Grammar] (2001) (3)
- Analysis of Important Factors for Measuring Similarity of Symbolic Music Using n-gram-Based, Bag-of-Words Approach (2012) (3)
- Midivis: Visualizing Music Structure via Similarity Matrices (2009) (3)
- When was Macbeth Written? Mapping Book to Time (2015) (3)
- An Unsupervised Method for Extracting Domain-specific Affixes in Biological Literature (2007) (3)
- Predicting Political Donations Using Twitter Hashtags and Character N-Grams (2016) (3)
- Language Distance using Common N-Grams Approach (2020) (3)
- Slavic language identification using cascade classifier approach (2018) (3)
- Lexical Source-Code Transformation (2004) (3)
- e-Commerce and Sentiment Analysis: Predicting Outcomes of Class Action Lawsuits (2020) (3)
- Do Important Words in Bag-of-Words Model of Text Relatedness Help? (2015) (3)
- Advances in Artificial Intelligence, 23rd Canadian Conference on Artificial Intelligence, Canadian, AI 2010, Ottawa, Canada, May 31 - June 2, 2010. Proceedings (2010) (2)
- QTIP: multi-agent NLP and privacy architecture for information retrieval in usable Web privacy software (2005) (2)
- Social Media Corporate User Identification Using Text Classification (2014) (2)
- PPDN - a Framework for Peer-to-Peer Collaborative Research Network (2004) (2)
- Predicting Development of Research in Music Based on Parallels with Natural Language Processing (2010) (2)
- Representation Learning for Sparse, High Dimensional Multi-label Classification (2012) (2)
- Selective Retrieval for Categorization of Semi-structured Web Resources (2013) (2)
- Two Experiments in Biological Term Annotation using Classification Methods (2004) (2)
- Experiments in Web Page Classification for Semantic Web (2004) (2)
- Finding optimal parameters for edit distance based sequence classification is NP-hard (2009) (2)
- Focus to emphasize tone analysis for prosodic generation (2008) (2)
- Detecting and Rating Dementia of Alzheimer Type through Lexical Analysis of Spontaneous Speech (2013) (1)
- Vector Space Representation of Concepts Using Wikipedia Graph Structure (2017) (1)
- Starfish: A Prototype for Universal Preprocessing and Text-Embedded Programming (2020) (1)
- Identifying electronic gaming machine gambling personae through unsupervised session classification (2017) (1)
- Language identification in multilingual, short and noisy texts using common N-grams (2017) (1)
- EulerianGrapher: Text Visualisation at the Level of Character N--grams based on Eulerian Graphs (2017) (1)
- R{j}ecnik.com : English - Serbo-Croatian Electronic Dictionary (2004) (1)
- DalTREC 2006 QA System Jellyfish: Regular Expressions Mark-and-Match Approach to Question Answering (2006) (1)
- Optimizing a Pseudo Financial Factor Model with Support Vector Machines and Genetic Programming (2009) (1)
- An Overview of the Theory of Relaxed Unification (2003) (1)
- Machine learning meets visualization for extracting insights from text data (2016) (1)
- N-gram and Word2Vec Feature Engineering Approaches for Spam Recognition on Some Influential Twitter Topics in Saudi Arabia (2022) (1)
- Shrack: Description and Performance Evaluation of a Peer-to-Peer System for Document Sharing and Tracking using Pull-Only Information Dissemination (2007) (1)
- MeSH Represented MEDLINE Query Results (2010) (1)
- Predicting the Distress of Financial Intermediaries using Convolutional Neural Networks (2021) (1)
- Data Mining Techniques for Proactive Fault Diagnostics of Electronic Gaming Machines (2010) (1)
- Classifying Web Pages by Genre - Dealing with Unbalanced Distributions, Multiple Labels and Noise (2011) (1)
- DalTREC 2007 QA System Jellyfish: Experiments with Integration of Lucene and GATE, and Improved Usage of WordNet and Qrel (2007) (0)
- Swordfish2: Using Kernel Density Estimation to Smooth N-gram Histograms for Morphological Analysis (2008) (0)
- Search : Combining Language Modeling and Link Analysis (0)
- Towards the Theory of Relaxed Unification (2003) (0)
- Proceedings of the 23rd Canadian conference on Advances in Artificial Intelligence (2010) (0)
- Grammar Model and Grammar Induction in the System NL PAGE (1998) (0)
- Automated Authorship Attribution using CNG Distance on Blog Posts in the Serbian Language (2023) (0)
- A Market Analytics Approach to Restaurant Review Data (2018) (0)
- Book Review: Speech and Language Processing (second edition) by Daniel Jurafsky and James H. Martin (2009) (0)
- Vlado Keselj (Draft Profile) (2013) (0)
- iSHIMR 2006 - Advancing Health Information Management and Health Informatics: Issues, Strategies, and Tools (2006) (0)
- Graph-based Topic Extraction Using Centroid Distance of Phrase Embeddings on Healthy Aging Open-ended Survey Questions (2020) (0)
- A Probabilistic Evaluation Function for Relaxed Unification (2005) (0)
- In-depth Interactive Visual Exploration for Bridging Unstructured and Structured Document Content (2014) (0)
- Don’t Blindly Use Data: Towards a Data Statement for Computational Financial Research (2022) (0)
- A Proposal for Universal Preprocessing and Text-Embedded Programming (PTEP) System (2022) (0)
- Speech and Prosodic Processing for Assistive Technology (2013) (0)
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