JingTao Yao

Orcid: 0000-0002-7823-4136

Affiliations:
  • University of Regina, Canada


According to our database1, JingTao Yao authored at least 121 papers between 1995 and 2023.

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Bibliography

2023
Uncertainty and three-way decision in data science.
Int. J. Approx. Reason., November, 2023

Event prediction with rough-fuzzy sets.
Pattern Anal. Appl., May, 2023

Cognitive and Social Decision Making: Three-Way Decision Perspectives.
Proceedings of the Rough Sets - International Joint Conference, 2023

2022
A shadowed set-based three-way clustering ensemble approach.
Int. J. Mach. Learn. Cybern., 2022

Formal concept analysis, rough sets, and three-way decisions.
Int. J. Approx. Reason., 2022

A three-way clustering approach using image enhancement operations.
Int. J. Approx. Reason., 2022

Granular Computing and Three-way Decisions for Cognitive Analytics.
Cogn. Comput., 2022

Image blurring and sharpening inspired three-way clustering approach.
Appl. Intell., 2022

2021
A three-way density peak clustering method based on evidence theory.
Knowl. Based Syst., 2021

A three-way clustering approach for novelty detection.
Inf. Sci., 2021

A spatial filtering inspired three-way clustering approach with application to outlier detection.
Int. J. Approx. Reason., 2021

Sentiment Analysis Using Part-of-Speech-Based Feature Extraction and Game-Theoretic Rough Sets.
Proceedings of the 2021 International Conference on Data Mining, 2021

Pneumonia Detection with Game-theoretic Rough Sets.
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

2020
Game theoretic approach to shadowed sets: A three-way tradeoff perspective.
Inf. Sci., 2020

Variance based three-way clustering approaches for handling overlapping clustering.
Int. J. Approx. Reason., 2020

Modeling Use-Oriented Attribute Importance with the Three-Way Decision Theory.
Proceedings of the Rough Sets - International Joint Conference, 2020

Satirical News Detection with Semantic Feature Extraction and Game-Theoretic Rough Sets.
Proceedings of the Foundations of Intelligent Systems - 25th International Symposium, 2020

Feature Extraction with TF-IDF and Game-Theoretic Shadowed Sets.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

2019
Toward a model of the municipal evidence-based decision process in the strategic digital city context.
Inf. Polity, 2019

The Impact of Rough Set Conferences.
Proceedings of the Rough Sets - International Joint Conference, 2019

Toward a Three-Way Image Classification Model: A Case Study on Corn Grain Images.
Proceedings of the IEEE International Symposium on Multimedia, 2019

Three-way Email Spam Filtering with Game-theoretic Rough Sets.
Proceedings of the International Conference on Computing, Networking and Communications, 2019

2018
A three-way clustering approach for handling missing data using GTRS.
Int. J. Approx. Reason., 2018

Exploring GTRS Based Recommender Systems with Users of Different Rating Patterns.
Proceedings of the Rough Sets - International Joint Conference, 2018

Determining Strategies in Game-Theoretic Shadowed Sets.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018

A Game-Theoretic Rough Set Approach for Handling Missing Data in Clustering.
Proceedings of the Recent Trends and Future Technology in Applied Intelligence, 2018

Discovering IMRaD Structure with Different Classifiers.
Proceedings of the 2018 IEEE International Conference on Big Knowledge, 2018

2017
Gini objective functions for three-way classifications.
Int. J. Approx. Reason., 2017

A three-way approach for learning rules in automatic knowledge-based topic models.
Int. J. Approx. Reason., 2017

Evaluation functions and decision conditions of three-way decisions with game-theoretic rough sets.
Eur. J. Oper. Res., 2017

A decision support system for cancer differentiation therapy with game-theoretic rough sets.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Fractal Analysis Approaches to Granular Computing.
Proceedings of the Rough Sets - International Joint Conference, 2017

Multi-criteria Based Three-Way Classifications with Game-Theoretic Rough Sets.
Proceedings of the Foundations of Intelligent Systems - 23rd International Symposium, 2017

Granular Computing with Compatibility Based Intuitionistic Fuzzy Rough Sets.
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

Chunk-based Decoder for Neural Machine Translation.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016
A three-way decision making approach to malware analysis using probabilistic rough sets.
Inf. Sci., 2016

Towards Coordination Game Formulation in Game-Theoretic Rough Sets.
Proceedings of the Rough Sets - International Joint Conference, 2016

Variance Based Determination of Three-Way Decisions Using Probabilistic Rough Sets.
Proceedings of the Rough Sets - International Joint Conference, 2016

2015
Generalized Rough Sets.
Proceedings of the Springer Handbook of Computational Intelligence, 2015

Web-Based Medical Decision Support Systems for Three-Way Medical Decision Making With Game-Theoretic Rough Sets.
IEEE Trans. Fuzzy Syst., 2015

Interpretation of equilibria in game-theoretic rough sets.
Inf. Sci., 2015

Methods and Practices of Three-Way Decisions for Complex Problem Solving.
Proceedings of the Rough Sets and Knowledge Technology - 10th International Conference, 2015

A Three-Way Decision Making Approach to Malware Analysis.
Proceedings of the Rough Sets and Knowledge Technology - 10th International Conference, 2015

Determining Three-Way Decision Regions by Combining Gini Objective Functions and GTRS.
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2015

2014
Game-theoretic rough sets for recommender systems.
Knowl. Based Syst., 2014

Decision-theoretic rough sets and beyond.
Int. J. Approx. Reason., 2014

Analyzing uncertainties of probabilistic rough set regions with game-theoretic rough sets.
Int. J. Approx. Reason., 2014

Preface.
Fundam. Informaticae, 2014

A Web-Based Learning Support System for Rough Sets.
Proceedings of the Rough Sets and Knowledge Technology - 9th International Conference, 2014

Thresholds Determination for Probabilistic Rough Sets with Genetic Algorithms.
Proceedings of the Rough Sets and Knowledge Technology - 9th International Conference, 2014

Determining Three-Way Decision Regions with Gini Coefficients.
Proceedings of the Rough Sets and Current Trends in Computing, 2014

Application of Game-Theoretic Rough Sets in Recommender Systems.
Proceedings of the Multi-disciplinary Trends in Artificial Intelligence, 2014

On Interpreting Three-Way Decisions through Two-Way Decisions.
Proceedings of the Foundations of Intelligent Systems - 21st International Symposium, 2014

2013
Game-Theoretic Rough Sets for Feature Selection.
Proceedings of the Rough Sets and Intelligent Systems - Professor Zdzisław Pawlak in Memoriam, 2013

Granular Computing: Perspectives and Challenges.
IEEE Trans. Cybern., 2013

Preface.
Fundam. Informaticae, 2013

A Scientometrics Study of Rough Sets in Three Decades.
Proceedings of the Rough Sets and Knowledge Technology - 8th International Conference, 2013

Formulating Game Strategies in Game-Theoretic Rough Sets.
Proceedings of the Rough Sets and Knowledge Technology - 8th International Conference, 2013

On semantic issues in game-theoretic rough sets.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013

Incorporating Game-Theoretic Rough Sets in Web-Based Medical Decision Support Systems.
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013

Mobile research support systems.
Proceedings of the 26th IEEE Canadian Conference on Electrical and Computer Engineering CCECE 2013, 2013

Multidisciplinary approaches to computing.
Proceedings of the 26th IEEE Canadian Conference on Electrical and Computer Engineering CCECE 2013, 2013

2012
Modelling Multi-agent Three-way Decisions with Decision-theoretic Rough Sets.
Fundam. Informaticae, 2012

Comparison of term frequency and document frequency based feature selection metrics in text categorization.
Expert Syst. Appl., 2012

Multiple Criteria Decision Analysis with Game-Theoretic Rough Sets.
Proceedings of the Rough Sets and Knowledge Technology - 7th International Conference, 2012

Rule Measures Tradeoff Using Game-Theoretic Rough Sets.
Proceedings of the Brain Informatics - International Conference, 2012

2011
Game-Theoretic Rough Sets.
Fundam. Informaticae, 2011

Analysis of Data-Driven Parameters in Game-Theoretic Rough Sets.
Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011

Incorporating Game Theory in Feature Selection for Text Categorization.
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 2011

2010
A Treasure Hunt Model for Inquiry-Based Learning in the Development of a Web-based Learning Support System.
J. Univers. Comput. Sci., 2010

A Multi-agent Decision-Theoretic Rough Set Model.
Proceedings of the Rough Set and Knowledge Technology - 5th International Conference, 2010

2009
Recent developments in natural computation.
Neurocomputing, 2009

A granular computing framework for self-organizing maps.
Neurocomputing, 2009

Criteria for choosing a rough set model.
Comput. Math. Appl., 2009

Financial time-series analysis with rough sets.
Appl. Soft Comput., 2009

Learning Optimal Parameters in Decision-Theoretic Rough Sets.
Proceedings of the Rough Sets and Knowledge Technology, 4th International Conference, 2009

2008
Web information fusion: A review of the state of the art.
Inf. Fusion, 2008

Web information fusion.
Inf. Fusion, 2008

Probabilistic rough sets: Approximations, decision-makings, and applications.
Int. J. Approx. Reason., 2008

Game-Theoretic Risk Analysis in Decision-Theoretic Rough Sets.
Proceedings of the Rough Sets and Knowledge Technology, Third International Conference, 2008

Recent Developments in Granular Computing: A Bibliometrics Study.
Proceedings of the 2008 IEEE International Conference on Granular Computing, 2008

Towards more adequate representation of uncertainty: From intervals to set intervals, with the possible addition of probabilities and certainty degrees.
Proceedings of the FUZZ-IEEE 2008, 2008

2007
GTSOM: Game Theoretic Self-organizing Maps.
Proceedings of the Trends in Neural Computation, 2007

Growing Hierarchical Self-Organizing Maps for Web Mining.
Proceedings of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence, 2007

Web-Based Support Systems with Rough Set Analysis.
Proceedings of the Rough Sets and Intelligent Systems Paradigms, International Conference, 2007

A Ten-year Review of Granular Computing.
Proceedings of the 2007 IEEE International Conference on Granular Computing, 2007

Rough Set Model Selection for Practical Decision Making.
Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007

Supporting online learning with games.
Proceedings of the Data Mining, 2007

2006
Foundations of Classification.
Proceedings of the Foundations and Novel Approaches in Data Mining, 2006

Level-wise Construction of Decision Trees for Classification.
Int. J. Softw. Eng. Knowl. Eng., 2006

An Enhanced Support Vector Machine Model for Intrusion Detection.
Proceedings of the Rough Sets and Knowledge Technology, First International Conference, 2006

Supporting Research with Weblogs: A Study on Web-Based Research Support Systems.
Proceedings of the 2006 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2006

The STP model for solving imprecise problems.
Proceedings of the 2006 IEEE International Conference on Granular Computing, 2006

Web-based dynamic Delphi: a new survey instrument.
Proceedings of the Data Mining, 2006

2005
A Comparative Study on Marketing Mix Models for Digital Products.
Proceedings of the Internet and Network Economics, First International Workshop, 2005

Feature Selection with Adjustable Criteria.
Proceedings of the Rough Sets, 2005

On Web-based Support Systems.
Proceedings of the 2nd Indian International Conference on Artificial Intelligence, 2005

A Game-Theoretic Approach to Competitive Learning in Self-Organizing Maps.
Proceedings of the Advances in Natural Computation, First International Conference, 2005

Information granulation and granular relationships.
Proceedings of the 2005 IEEE International Conference on Granular Computing, 2005

A study on fuzzy intrusion detection.
Proceedings of the Data Mining, 2005

Knowledge extracted from trained neural networks: What's next?
Proceedings of the Data Mining, 2005

2004
Ecommerce Adoption of Insurance Companies in New Zealand.
J. Electron. Commer. Res., 2004

A Fast Tree Pattern Matching Algorithm for XML Query.
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2004), 2004

Web-based Support Systems (WSS): A Report of the WIC Canada Research Centre.
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2004), 2004

Web-based Support Systems (reprint from WSS'03).
Proceedings of the 2nd International Workshop on Web-based Support Systems, 2004

Web-based Support Systems for Sustainable Communities.
Proceedings of the 2nd International Workshop on Web-based Support Systems, 2004

Level Construction of Decision Trees in a Partition-based Framework for Classi cation.
Proceedings of the Sixteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2004), 2004

Rough Approximations under Level Fuzzy Sets.
Proceedings of the Rough Sets and Current Trends in Computing, 2004

Data mining support systems.
Proceedings of the Data Mining and Knowledge Discovery: Theory, 2004

XML algebras for data mining.
Proceedings of the Data Mining and Knowledge Discovery: Theory, 2004

2003
Web-Based Information Retrieval Support Systems: Building Research Tools for Scientists in the New Information Age.
Proceedings of the 2003 IEEE / WIC International Conference on Web Intelligence, 2003

Knowledge Based Descriptive Neural Networks.
Proceedings of the Rough Sets, 2003

Information granulation for web-based information support systems.
Proceedings of the Data Mining and Knowledge Discovery: Theory, 2003

2002
Induction of Classification Rules by Granular Computing.
Proceedings of the Rough Sets and Current Trends in Computing, 2002

Towards a Better Forecasting Model for Economic Indices.
Proceedings of the 6th Joint Conference on Information Science, 2002

A Granular Computing Approach to Machine Learning.
Proceedings of the FSDK'02, 2002

2000
A case study on using neural networks to perform technical forecasting of forex.
Neurocomputing, 2000

Time Dependent Directional Profit Model for Financial Time Series Forecasting.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

1998
Forecasting and Analysis of Marketing Data Using Neural Networks.
J. Inf. Sci. Eng., 1998

Neural networks for the analysis and forecasting of advertising and promotion impact.
Intell. Syst. Account. Finance Manag., 1998

1995
Forecasting the KLSE index using neural networks.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995


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