Jingtao Yao

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 19

Top Topics

Granular Computing

Decision Making

Recommender Systems

Top Venues

Int. J. Approx. Reason.

Knowl. Based Syst.

Publications

Chenqi Li, Jingtao Yao
Incorporating Game Theory with Soft Sets. ICNC (2024)
Jingtao Yao, Yiyu Yao, Davide Ciucci, Kaizhu Huang
Granular Computing and Three-way Decisions for Cognitive Analytics. Cogn. Comput. 14 (6) (2022)
Hui Yu, Luyuan Chen, Jingtao Yao
A three-way density peak clustering method based on evidence theory. Knowl. Based Syst. 211 (2021)
Mohammad Khan Afridi, Nouman Azam, Jingtao Yao
Variance based three-way clustering approaches for handling overlapping clustering. Int. J. Approx. Reason. 118 (2020)
Xin Cui, Jingtao Yao, Yiyu Yao
Modeling Use-Oriented Attribute Importance with the Three-Way Decision Theory. IJCRS (2020)
Mohammad Khan Afridi, Nouman Azam, Jingtao Yao, Eisa Alanazi
A three-way clustering approach for handling missing data using GTRS. Int. J. Approx. Reason. 98 (2018)
Yan Zhang, Jingtao Yao
Determining Strategies in Game-Theoretic Shadowed Sets. IPMU (2) (2018)
Nouman Azam, Mohammad Khan Afridi, Jingtao Yao
A Game-Theoretic Rough Set Approach for Handling Missing Data in Clustering. IEA/AIE (2018)
Yan Zhang, Jingtao Yao
Multi-criteria Based Three-Way Classifications with Game-Theoretic Rough Sets. ISMIS (2017)
Shonosuke Ishiwatari, Jingtao Yao, Shujie Liu, Mu Li, Ming Zhou, Naoki Yoshinaga, Masaru Kitsuregawa, Weijia Jia
Chunk-based Decoder for Neural Machine Translation. ACL (1) (2017)
Nouman Azam, Yan Zhang, Jingtao Yao
Evaluation functions and decision conditions of three-way decisions with game-theoretic rough sets. Eur. J. Oper. Res. 261 (2) (2017)
Yan Zhang, Jingtao Yao
Gini objective functions for three-way classifications. Int. J. Approx. Reason. 81 (2017)
Sibasis Bandyopadhyay, Jingtao Yao
A decision support system for cancer differentiation therapy with game-theoretic rough sets. SMC (2017)
Sibasis Bandyopadhyay, Jingtao Yao, Yan Zhang
Granular Computing with Compatibility Based Intuitionistic Fuzzy Rough Sets. ICMLA (2017)
Muhammad Taimoor Khan, Nouman Azam, Shehzad Khalid, Jingtao Yao
A three-way approach for learning rules in automatic knowledge-based topic models. Int. J. Approx. Reason. 82 (2017)
Jingtao Yao, Oladunni A. Oladimeji, Yan Zhang
Fractal Analysis Approaches to Granular Computing. IJCRS (1) (2017)
Yan Zhang, Jingtao Yao
Towards Coordination Game Formulation in Game-Theoretic Rough Sets. IJCRS (2016)
Nouman Azam, Jingtao Yao
Variance Based Determination of Three-Way Decisions Using Probabilistic Rough Sets. IJCRS (2016)
Mohammad Nauman, Nouman Azam, Jingtao Yao
A three-way decision making approach to malware analysis using probabilistic rough sets. Inf. Sci. 374 (2016)
Jingtao Yao, Nouman Azam
Web-Based Medical Decision Support Systems for Three-Way Medical Decision Making With Game-Theoretic Rough Sets. IEEE Trans. Fuzzy Syst. 23 (1) (2015)
Nouman Azam, Jingtao Yao
Interpretation of equilibria in game-theoretic rough sets. Inf. Sci. 295 (2015)
Yan Zhang, Jingtao Yao
Determining Three-Way Decision Regions by Combining Gini Objective Functions and GTRS. RSFDGrC (2015)
Mohammad Nauman, Nouman Azam, Jingtao Yao
A Three-Way Decision Making Approach to Malware Analysis. RSKT (2015)
Hong Yu, Guoyin Wang, Baoqing Hu, Xiuyi Jia, Huaxiong Li, Tianrui Li, Decui Liang, Jiye Liang, Baoxiang Liu, Dun Liu, Jianmin Ma, Duoqian Miao, Fan Min, Jian-Jun Qi, Lin Shang, Jiucheng Xu, Hailong Yang, Jingtao Yao, Yiyu Yao, Hongying Zhang, Yanping Zhang, Yanhui Zhu
Methods and Practices of Three-Way Decisions for Complex Problem Solving. RSKT (2015)
Xiaofei Deng, Yiyu Yao, Jingtao Yao
On Interpreting Three-Way Decisions through Two-Way Decisions. ISMIS (2014)
Babar Majeed, Nouman Azam, Jingtao Yao
Thresholds Determination for Probabilistic Rough Sets with Genetic Algorithms. RSKT (2014)
Nouman Azam, Jingtao Yao
Application of Game-Theoretic Rough Sets in Recommender Systems. MIWAI (2014)
Jingtao Yao, Huaxiong Li, Georg Peters
Decision-theoretic rough sets and beyond. Int. J. Approx. Reason. 55 (1) (2014)
Nouman Azam, Jingtao Yao
Game-theoretic rough sets for recommender systems. Knowl. Based Syst. 72 (2014)
Tianrui Li, Hongmei Chen, Jingtao Yao, Hung Son Nguyen
Preface. Fundam. Informaticae 132 (3) (2014)
Yan Zhang, Jingtao Yao
Determining Three-Way Decision Regions with Gini Coefficients. RSCTC (2014)
Nouman Azam, Jingtao Yao
Analyzing uncertainties of probabilistic rough set regions with game-theoretic rough sets. Int. J. Approx. Reason. 55 (1) (2014)
Jingtao Yao, Andrzej Skowron, Guoyin Wang, Hung Son Nguyen
Preface. Fundam. Informaticae 126 (4) (2013)
Luigi Benedicenti, Dongyan Blachford, Christine W. Chan, Allan East, Craig M. Gelowitz, Gordon H. Huang, Raman Paranjape, Sheila Petty, Jingtao Yao, Yiyu Yao
Multidisciplinary approaches to computing. CCECE (2013)
Jingtao Yao, Nouman Azam
Incorporating Game-Theoretic Rough Sets in Web-Based Medical Decision Support Systems. ICMLA (2) (2013)
Nouman Azam, Jingtao Yao
On semantic issues in game-theoretic rough sets. IFSA/NAFIPS (2013)
Jingtao Yao, Yan Zhang
A Scientometrics Study of Rough Sets in Three Decades. RSKT (2013)
Nouman Azam, Jingtao Yao
Formulating Game Strategies in Game-Theoretic Rough Sets. RSKT (2013)
Nouman Azam, Jingtao Yao
Comparison of term frequency and document frequency based feature selection metrics in text categorization. Expert Syst. Appl. 39 (5) (2012)
Yan Zhang, Jingtao Yao
Rule Measures Tradeoff Using Game-Theoretic Rough Sets. Brain Informatics (2012)
Nouman Azam, Jingtao Yao
Multiple Criteria Decision Analysis with Game-Theoretic Rough Sets. RSKT (2012)
Xiaoping Yang, Jingtao Yao
Modelling Multi-agent Three-way Decisions with Decision-theoretic Rough Sets. Fundam. Informaticae 115 (2-3) (2012)
Joseph P. Herbert, Jingtao Yao
Game-Theoretic Rough Sets. Fundam. Informaticae 108 (3-4) (2011)
Nouman Azam, Jingtao Yao
Incorporating Game Theory in Feature Selection for Text Categorization. RSFDGrC (2011)
Joseph P. Herbert, Jingtao Yao
Analysis of Data-Driven Parameters in Game-Theoretic Rough Sets. RSKT (2011)
Xiaoping Yang, Jingtao Yao
A Multi-agent Decision-Theoretic Rough Set Model. RSKT (2010)
Dong Won Kim, Jingtao Yao
A Treasure Hunt Model for Inquiry-Based Learning in the Development of a Web-based Learning Support System. J. Univers. Comput. Sci. 16 (14) (2010)
Joseph P. Herbert, Jingtao Yao
A granular computing framework for self-organizing maps. Neurocomputing 72 (13-15) (2009)
Joseph P. Herbert, Jingtao Yao
Criteria for choosing a rough set model. Comput. Math. Appl. 57 (6) (2009)
Joseph P. Herbert, Jingtao Yao
Learning Optimal Parameters in Decision-Theoretic Rough Sets. RSKT (2009)
Jingtao Yao, Qingfu Zhang, Jingsheng Lei
Recent developments in natural computation. Neurocomputing 72 (13-15) (2009)
Jingtao Yao, Joseph P. Herbert
Financial time-series analysis with rough sets. Appl. Soft Comput. 9 (3) (2009)
Jingtao Yao, Yiyu Yao, Vladik Kreinovich, Paulo Pinheiro da Silva, Scott A. Starks, Gang Xiang, Hung T. Nguyen
Towards more adequate representation of uncertainty: From intervals to set intervals, with the possible addition of probabilities and certainty degrees. FUZZ-IEEE (2008)
Joseph P. Herbert, Jingtao Yao
Game-Theoretic Risk Analysis in Decision-Theoretic Rough Sets. RSKT (2008)
Jingtao Yao, Yiyu Yao, Wojciech Ziarko
Probabilistic rough sets: Approximations, decision-makings, and applications. Int. J. Approx. Reason. 49 (2) (2008)
Jingtao Yao, Vijay V. Raghavan, Zonghuan Wu
Web information fusion: A review of the state of the art. Inf. Fusion 9 (4) (2008)
Jingtao Yao
Recent Developments in Granular Computing: A Bibliometrics Study. GrC (2008)
Jingtao Yao, Vijay V. Raghavan, Zonghuan Wu
Web information fusion. Inf. Fusion 9 (4) (2008)
Joseph P. Herbert, Jingtao Yao
Rough Set Model Selection for Practical Decision Making. FSKD (3) (2007)
Jingtao Yao
A Ten-year Review of Granular Computing. GrC (2007)
Jingtao Yao, Joseph P. Herbert
Web-Based Support Systems with Rough Set Analysis. RSEISP (2007)
Joseph P. Herbert, Jingtao Yao
Growing Hierarchical Self-Organizing Maps for Web Mining. Web Intelligence (2007)
Jingtao Yao, Dong Won Kim, Joseph P. Herbert
Supporting online learning with games. Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security (2007)
Yan Zhao, Yiyu Yao, Jingtao Yao
Level-wise Construction of Decision Trees for Classification. Int. J. Softw. Eng. Knowl. Eng. 16 (1) (2006)
Jingtao Yao
Supporting Research with Weblogs: A Study on Web-Based Research Support Systems. IAT Workshops (2006)
Jingtao Yao, Songlun Zhao, Lisa Fan
An Enhanced Support Vector Machine Model for Intrusion Detection. RSKT (2006)
Jingtao Yao, Wei-Ning Liu
Web-based dynamic Delphi: a new survey instrument. Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security (2006)
Jingtao Yao, Wei-Ning Liu
The STP model for solving imprecise problems. GrC (2006)
Jingtao Yao, Ming Zhang
Feature Selection with Adjustable Criteria. RSFDGrC (1) (2005)
Kanliang Wang, Yuan Wang, Jingtao Yao
A Comparative Study on Marketing Mix Models for Digital Products. WINE (2005)
Jingtao Yao
Knowledge extracted from trained neural networks: What's next? Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security (2005)
Jingtao Yao
On Web-based Support Systems. IICAI (2005)
Joseph P. Herbert, Jingtao Yao
A Game-Theoretic Approach to Competitive Learning in Self-Organizing Maps. ICNC (1) (2005)
Jingtao Yao, Songlun Zhao, Lawrence V. Saxton
A study on fuzzy intrusion detection. Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security (2005)
Jingtao Yao
Information granulation and granular relationships. GrC (2005)
Yinliang Zhao, Jingtao Yao, Yiyu Yao
Data mining support systems. Data Mining and Knowledge Discovery: Theory, Tools, and Technology (2004)
Ming Zhang, Jingtao Yao
XML algebras for data mining. Data Mining and Knowledge Discovery: Theory, Tools, and Technology (2004)
Yiyu Yao, Jingtao Yao, Cory J. Butz, Pawan Lingras, Dawn N. Jutla
Web-based Support Systems (WSS): A Report of the WIC Canada Research Centre. Web Intelligence (2004)
Jingtao Yao, Yiyu Yao
Web-based Support Systems (reprint from WSS'03). Workshop on Web-based Support Systems (2004)
Yiyu Yao, Yan Zhao, Jingtao Yao
Level Construction of Decision Trees in a Partition-based Framework for Classi cation. SEKE (2004)
Jingtao Yao
Ecommerce Adoption of Insurance Companies in New Zealand. J. Electron. Commer. Res. 5 (1) (2004)
W.-N. Liu, Jingtao Yao, Lisa Fan, Yiyu Yao, Xue Dong Yang
Web-based Support Systems for Sustainable Communities. Workshop on Web-based Support Systems (2004)
Jingtao Yao, Ming Zhang II
A Fast Tree Pattern Matching Algorithm for XML Query. Web Intelligence (2004)
W.-N. Liu, Jingtao Yao, Yiyu Yao
Rough Approximations under Level Fuzzy Sets. Rough Sets and Current Trends in Computing (2004)
Jingtao Yao, Yiyu Yao
Information granulation for web-based information support systems. Data Mining and Knowledge Discovery: Theory, Tools, and Technology (2003)
Jingtao Yao
Towards a Better Forecasting Model for Economic Indices. JCIS (2002)
Jingtao Yao, Chew Lim Tan
A case study on using neural networks to perform technical forecasting of forex. Neurocomputing 34 (1-4) (2000)
Jingtao Yao, Chew Lim Tan
Time Dependent Directional Profit Model for Financial Time Series Forecasting. IJCNN (5) (2000)
Jingtao Yao, Nicholas Teng, Hean-Lee Poh, Chew Lim Tan
Forecasting and Analysis of Marketing Data Using Neural Networks. J. Inf. Sci. Eng. 14 (4) (1998)
Hean-Lee Poh, Jingtao Yao, Teo Jasic
Neural networks for the analysis and forecasting of advertising and promotion impact. Intell. Syst. Account. Finance Manag. 7 (4) (1998)
Jingtao Yao, Hean-Lee Poh
Forecasting the KLSE index using neural networks. ICNN (1995)