Forecasting the KLSE index using neural networks. - Jingtao Yao 001; Hean-Lee Poh (ICNN, 1995)

Neural networks for the analysis and forecasting of advertising and promotion impact. - Hean-Lee Poh; Jingtao Yao 001; Teo Jasic (Intell. Syst. Account. Finance Manag., 1998)

Forecasting and Analysis of Marketing Data Using Neural Networks. - Jingtao Yao 001; Nicholas Teng; Hean-Lee Poh; Chew Lim Tan (J. Inf. Sci. Eng., 1998)

Time Dependent Directional Profit Model for Financial Time Series Forecasting. - Jingtao Yao 001; Chew Lim Tan (IJCNN (5), 2000)

A case study on using neural networks to perform technical forecasting of forex. - Jingtao Yao 001; Chew Lim Tan (Neurocomputing, 2000)

A Granular Computing Approach to Machine Learning. - J. T. Yao 001; Y. Y. Yao (FSKD, 2002)

Towards a Better Forecasting Model for Economic Indices. - Jingtao Yao 001 (JCIS, 2002)

Induction of Classification Rules by Granular Computing. - J. T. Yao 001; Y. Y. Yao (Rough Sets and Current Trends in Computing, 2002)

Information granulation for web-based information support systems. - Jingtao Yao 001; Yiyu Yao (Data Mining and Knowledge Discovery: Theory, Tools, and Technology, 2003)

Knowledge Based Descriptive Neural Networks. - J. T. Yao 001 (RSFDGrC, 2003)

Web-Based Information Retrieval Support Systems: Building Research Tools for Scientists in the New Information Age. - J. T. Yao 001; Y. Y. Yao (Web Intelligence, 2003)

XML algebras for data mining. - Ming Zhang; Jingtao Yao 001 (Data Mining and Knowledge Discovery: Theory, Tools, and Technology, 2004)

Data mining support systems. - Yinliang Zhao; Jingtao Yao 001; Yiyu Yao (Data Mining and Knowledge Discovery: Theory, Tools, and Technology, 2004)

Rough Approximations under Level Fuzzy Sets. - W.-N. Liu; Jingtao Yao 001; Yiyu Yao (Rough Sets and Current Trends in Computing, 2004)

Level Construction of Decision Trees in a Partition-based Framework for Classi cation. - Yiyu Yao; Yan Zhao 001; Jingtao Yao 001 (SEKE, 2004)

Web-based Support Systems for Sustainable Communities. - W.-N. Liu; Jingtao Yao 001; Lisa Fan; Yiyu Yao; Xue Dong Yang (Workshop on Web-based Support Systems, 2004)

Web-based Support Systems (reprint from WSS'03). - Jingtao Yao 001; Yiyu Yao (Workshop on Web-based Support Systems, 2004)

Web-based Support Systems (WSS): A Report of the WIC Canada Research Centre. - Yiyu Yao; Jingtao Yao 001; Cory J. Butz; Pawan Lingras; Dawn N. Jutla (Web Intelligence, 2004)

A Fast Tree Pattern Matching Algorithm for XML Query. - Jingtao Yao 001; Ming Zhang II (Web Intelligence, 2004)

Ecommerce Adoption of Insurance Companies in New Zealand. - Jingtao Yao 001 (J. Electron. Commer. Res., 2004)

Knowledge extracted from trained neural networks: What's next? - Jingtao Yao 001 (Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security, 2005)

A study on fuzzy intrusion detection. - Jingtao Yao 001; Songlun Zhao; Lawrence V. Saxton (Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security, 2005)

Information granulation and granular relationships. - Jingtao Yao 001 (GrC, 2005)

A Game-Theoretic Approach to Competitive Learning in Self-Organizing Maps. - Joseph P. Herbert; Jingtao Yao 001 (ICNC (1), 2005)

On Web-based Support Systems. - Jingtao Yao 001 (IICAI, 2005)

Feature Selection with Adjustable Criteria. - Jingtao Yao 001; Ming Zhang (RSFDGrC (1), 2005)

A Comparative Study on Marketing Mix Models for Digital Products. - Kanliang Wang; Yuan Wang; Jingtao Yao 001 (WINE, 2005)

Web-based dynamic Delphi: a new survey instrument. - Jingtao Yao 001; Wei-Ning Liu (Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security, 2006)

The STP model for solving imprecise problems. - Jingtao Yao 001; Wei-Ning Liu (GrC, 2006)

Supporting Research with Weblogs: A Study on Web-Based Research Support Systems. - Jingtao Yao 001 (IAT Workshops, 2006)

An Enhanced Support Vector Machine Model for Intrusion Detection. - Jingtao Yao 001; Songlun Zhao; Lisa Fan (RSKT, 2006)

Level-wise Construction of Decision Trees for Classification. - Yan Zhao 001; Yiyu Yao; Jingtao Yao 001 (Int. J. Softw. Eng. Knowl. Eng., 2006)

Foundations of Classification. - J. T. Yao 001; Y. Y. Yao; Yan Zhao 001 (Foundations and Novel Approaches in Data Mining, 2006)

Supporting online learning with games. - Jingtao Yao 001; Dong Won Kim; Joseph P. Herbert (Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security, 2007)

Rough Set Model Selection for Practical Decision Making. - Joseph P. Herbert; Jingtao Yao 001 (FSKD (3), 2007)

A Ten-year Review of Granular Computing. - Jingtao Yao 001 (GrC, 2007)

Web-Based Support Systems with Rough Set Analysis. - Jingtao Yao 001; Joseph P. Herbert (RSEISP, 2007)

Growing Hierarchical Self-Organizing Maps for Web Mining. - Joseph P. Herbert; Jingtao Yao 001 (Web Intelligence, 2007)

GTSOM: Game Theoretic Self-organizing Maps. - Joseph P. Herbert; Jingtao Yao 001 (Trends in Neural Computation, 2007)

Towards more adequate representation of uncertainty: From intervals to set intervals, with the possible addition of probabilities and certainty degrees. - Jingtao Yao 001; Yiyu Yao; Vladik Kreinovich; Paulo Pinheiro da Silva; Scott A. Starks; Gang Xiang; Hung T. Nguyen 002 (FUZZ-IEEE, 2008)

Recent Developments in Granular Computing: A Bibliometrics Study. - Jingtao Yao 001 (GrC, 2008)

Game-Theoretic Risk Analysis in Decision-Theoretic Rough Sets. - Joseph P. Herbert; Jingtao Yao 001 (RSKT, 2008)

Probabilistic rough sets: Approximations, decision-makings, and applications. - Jingtao Yao 001; Yiyu Yao; Wojciech Ziarko (Int. J. Approx. Reason., 2008)

Web information fusion. - Jingtao Yao 001; Vijay V. Raghavan 001; Zonghuan Wu (Inf. Fusion, 2008)

Web information fusion: A review of the state of the art. - Jingtao Yao 001; Vijay V. Raghavan 001; Zonghuan Wu (Inf. Fusion, 2008)

Learning Optimal Parameters in Decision-Theoretic Rough Sets. - Joseph P. Herbert; Jingtao Yao 001 (RSKT, 2009)

Financial time-series analysis with rough sets. - Jingtao Yao 001; Joseph P. Herbert (Appl. Soft Comput., 2009)

Criteria for choosing a rough set model. - Joseph P. Herbert; Jingtao Yao 001 (Comput. Math. Appl., 2009)

A granular computing framework for self-organizing maps. - Joseph P. Herbert; Jingtao Yao 001 (Neurocomputing, 2009)

Recent developments in natural computation. - Jingtao Yao 001; Qingfu Zhang 001; Jingsheng Lei (Neurocomputing, 2009)

A Multi-agent Decision-Theoretic Rough Set Model. - Xiaoping Yang; Jingtao Yao 001 (RSKT, 2010)

A Treasure Hunt Model for Inquiry-Based Learning in the Development of a Web-based Learning Support System. - Dong Won Kim; Jingtao Yao 001 (J. Univers. Comput. Sci., 2010)

Incorporating Game Theory in Feature Selection for Text Categorization. - Nouman Azam; Jingtao Yao 001 (RSFDGrC, 2011)

Analysis of Data-Driven Parameters in Game-Theoretic Rough Sets. - Joseph P. Herbert; Jingtao Yao 001 (RSKT, 2011)

Game-Theoretic Rough Sets. - Joseph P. Herbert; Jingtao Yao 001 (Fundam. Informaticae, 2011)

Rule Measures Tradeoff Using Game-Theoretic Rough Sets. - Yan Zhang 030; Jingtao Yao 001 (Brain Informatics, 2012)

Multiple Criteria Decision Analysis with Game-Theoretic Rough Sets. - Nouman Azam; Jingtao Yao 001 (RSKT, 2012)

Comparison of term frequency and document frequency based feature selection metrics in text categorization. - Nouman Azam; Jingtao Yao 001 (Expert Syst. Appl., 2012)

Modelling Multi-agent Three-way Decisions with Decision-theoretic Rough Sets. - Xiaoping Yang; Jingtao Yao 001 (Fundam. Informaticae, 2012)

Multidisciplinary approaches to computing. - Luigi Benedicenti; Dongyan Blachford; Christine W. Chan; Allan East; Craig M. Gelowitz; Gordon H. Huang; Raman Paranjape; Sheila Petty; Jingtao Yao 001; Yiyu Yao (CCECE, 2013)

Mobile research support systems. - Sojung Kim; JingTao Yao 001 (CCECE, 2013)

Incorporating Game-Theoretic Rough Sets in Web-Based Medical Decision Support Systems. - Jingtao Yao 001; Nouman Azam (ICMLA (2), 2013)

On semantic issues in game-theoretic rough sets. - Nouman Azam; Jingtao Yao 001 (IFSA/NAFIPS, 2013)

Formulating Game Strategies in Game-Theoretic Rough Sets. - Nouman Azam; Jingtao Yao 001 (RSKT, 2013)

A Scientometrics Study of Rough Sets in Three Decades. - Jingtao Yao 001; Yan Zhang 030 (RSKT, 2013)

Preface. - Jingtao Yao 001; Andrzej Skowron; Guoyin Wang 001; Hung Son Nguyen (Fundam. Informaticae, 2013)

Granular Computing: Perspectives and Challenges. - JingTao Yao 001; Athanasios V. Vasilakos; Witold Pedrycz (IEEE Trans. Cybern., 2013)

Game-Theoretic Rough Sets for Feature Selection. - Nouman Azam; Jingtao Yao 001 (Rough Sets and Intelligent Systems (2), 2013)

On Interpreting Three-Way Decisions through Two-Way Decisions. - Xiaofei Deng; Yiyu Yao; Jingtao Yao 001 (ISMIS, 2014)

Application of Game-Theoretic Rough Sets in Recommender Systems. - Nouman Azam; Jingtao Yao 001 (MIWAI, 2014)

Determining Three-Way Decision Regions with Gini Coefficients. - Yan Zhang 030; Jingtao Yao 001 (RSCTC, 2014)

Thresholds Determination for Probabilistic Rough Sets with Genetic Algorithms. - Babar Majeed; Nouman Azam; Jingtao Yao 001 (RSKT, 2014)

A Web-Based Learning Support System for Rough Sets. - Ying Zhou; JingTao Yao 001 (RSKT, 2014)

Preface. - Tianrui Li 001; Hongmei Chen 001; Jingtao Yao 001; Hung Son Nguyen (Fundam. Informaticae, 2014)

Analyzing uncertainties of probabilistic rough set regions with game-theoretic rough sets. - Nouman Azam; Jingtao Yao 001 (Int. J. Approx. Reason., 2014)

Decision-theoretic rough sets and beyond. - Jingtao Yao 001; Huaxiong Li; Georg Peters (Int. J. Approx. Reason., 2014)

Game-theoretic rough sets for recommender systems. - Nouman Azam; Jingtao Yao 001 (Knowl. Based Syst., 2014)

Determining Three-Way Decision Regions by Combining Gini Objective Functions and GTRS. - Yan Zhang 030; Jingtao Yao 001 (RSFDGrC, 2015)

A Three-Way Decision Making Approach to Malware Analysis. - Mohammad Nauman; Nouman Azam; Jingtao Yao 001 (RSKT, 2015)

Methods and Practices of Three-Way Decisions for Complex Problem Solving. - Hong Yu 007; Guoyin Wang 001; Baoqing Hu; Xiuyi Jia; Huaxiong Li; Tianrui Li 001; Decui Liang; Jiye Liang; Baoxiang Liu; Dun Liu; Jianmin Ma; Duoqian Miao 001; et al. (RSKT, 2015)

Interpretation of equilibria in game-theoretic rough sets. - Nouman Azam; Jingtao Yao 001 (Inf. Sci., 2015)

Web-Based Medical Decision Support Systems for Three-Way Medical Decision Making With Game-Theoretic Rough Sets. - Jingtao Yao 001; Nouman Azam (IEEE Trans. Fuzzy Syst., 2015)

Generalized Rough Sets. - Jingtao Yao 001; Davide Ciucci; Yan Zhang 030 (Handbook of Computational Intelligence, 2015)

Variance Based Determination of Three-Way Decisions Using Probabilistic Rough Sets. - Nouman Azam; Jingtao Yao 001 (IJCRS, 2016)

Towards Coordination Game Formulation in Game-Theoretic Rough Sets. - Yan Zhang 030; Jingtao Yao 001 (IJCRS, 2016)

A three-way decision making approach to malware analysis using probabilistic rough sets. - Mohammad Nauman; Nouman Azam; Jingtao Yao 001 (Inf. Sci., 2016)

Chunk-based Decoder for Neural Machine Translation. - Shonosuke Ishiwatari; Jingtao Yao 001; Shujie Liu 001; Mu Li 001; Ming Zhou 001; Naoki Yoshinaga 001; Masaru Kitsuregawa; Weijia Jia 001 (ACL (1), 2017)

Granular Computing with Compatibility Based Intuitionistic Fuzzy Rough Sets. - Sibasis Bandyopadhyay; Jingtao Yao 001; Yan Zhang 030 (ICMLA, 2017)

Multi-criteria Based Three-Way Classifications with Game-Theoretic Rough Sets. - Yan Zhang 030; Jingtao Yao 001 (ISMIS, 2017)

Fractal Analysis Approaches to Granular Computing. - Jingtao Yao 001; Oladunni A. Oladimeji; Yan Zhang 030 (IJCRS (1), 2017)

A decision support system for cancer differentiation therapy with game-theoretic rough sets. - Sibasis Bandyopadhyay; Jingtao Yao 001 (SMC, 2017)

Evaluation functions and decision conditions of three-way decisions with game-theoretic rough sets. - Nouman Azam; Yan Zhang 030; Jingtao Yao 001 (Eur. J. Oper. Res., 2017)

A three-way approach for learning rules in automatic knowledge-based topic models. - Muhammad Taimoor Khan; Nouman Azam; Shehzad Khalid; Jingtao Yao 001 (Int. J. Approx. Reason., 2017)

Gini objective functions for three-way classifications. - Yan Zhang 030; Jingtao Yao 001 (Int. J. Approx. Reason., 2017)

Discovering IMRaD Structure with Different Classifiers. - Sergio Ribeiro; JingTao Yao 001; Denis Alcides Rezende (ICBK, 2018)

A Game-Theoretic Rough Set Approach for Handling Missing Data in Clustering. - Nouman Azam; Mohammad Khan Afridi; Jingtao Yao 001 (IEA/AIE, 2018)

Determining Strategies in Game-Theoretic Shadowed Sets. - Yan Zhang 030; Jingtao Yao 001 (IPMU (2), 2018)

Exploring GTRS Based Recommender Systems with Users of Different Rating Patterns. - Bingyu Li; JingTao Yao 001 (IJCSR, 2018)

A three-way clustering approach for handling missing data using GTRS. - Mohammad Khan Afridi; Nouman Azam; Jingtao Yao 001; Eisa Alanazi (Int. J. Approx. Reason., 2018)

Three-way Email Spam Filtering with Game-theoretic Rough Sets. - Yan Zhang 030; PengFei Liu; JingTao Yao 001 (ICNC, 2019)

Toward a Three-Way Image Classification Model: A Case Study on Corn Grain Images. - Sergio Silva Ribeiro; JingTao Yao 001 (ISM, 2019)

The Impact of Rough Set Conferences. - JingTao Yao 001 (IJCRS, 2019)

Toward a model of the municipal evidence-based decision process in the strategic digital city context. - Sergio Ribeiro; Denis Alcides Rezende; JingTao Yao 001 (Inf. Polity, 2019)

Feature Extraction with TF-IDF and Game-Theoretic Shadowed Sets. - Yan Zhang 030; Yue Zhou; JingTao Yao 001 (IPMU (1), 2020)

Satirical News Detection with Semantic Feature Extraction and Game-Theoretic Rough Sets. - Yue Zhou; Yan Zhang 030; JingTao Yao 001 (ISMIS, 2020)

Modeling Use-Oriented Attribute Importance with the Three-Way Decision Theory. - Xin Cui; Jingtao Yao 001; Yiyu Yao (IJCRS, 2020)

Variance based three-way clustering approaches for handling overlapping clustering. - Mohammad Khan Afridi; Nouman Azam; Jingtao Yao 001 (Int. J. Approx. Reason., 2020)

Game theoretic approach to shadowed sets: A three-way tradeoff perspective. - Yan Zhang 030; JingTao Yao 001 (Inf. Sci., 2020)

Pneumonia Detection with Game-theoretic Rough Sets. - Suby Singh; JingTao Yao 001 (ICMLA, 2021)

Sentiment Analysis Using Part-of-Speech-Based Feature Extraction and Game-Theoretic Rough Sets. - Yixing Chen 002; JingTao Yao 001 (ICDM (Workshops), 2021)

A spatial filtering inspired three-way clustering approach with application to outlier detection. - Bahar Ali; Nouman Azam; Anwar Shah; JingTao Yao 001 (Int. J. Approx. Reason., 2021)

A three-way clustering approach for novelty detection. - Anwar Shah; Nouman Azam; Bahar Ali; Muhammad Taimoor Khan; JingTao Yao 001 (Inf. Sci., 2021)

A three-way density peak clustering method based on evidence theory. - Hui Yu 011; Luyuan Chen; Jingtao Yao 001 (Knowl. Based Syst., 2021)

Image blurring and sharpening inspired three-way clustering approach. - Anwar Shah; Nouman Azam; Eisa Alanazi; JingTao Yao 001 (Appl. Intell., 2022)

Granular Computing and Three-way Decisions for Cognitive Analytics. - Jingtao Yao 001; Yiyu Yao; Davide Ciucci; Kaizhu Huang (Cogn. Comput., 2022)

A three-way clustering approach using image enhancement operations. - Bahar Ali; Nouman Azam; JingTao Yao 001 (Int. J. Approx. Reason., 2022)

Formal concept analysis, rough sets, and three-way decisions. - JingTao Yao 001; Jesús Medina 001; Yan Zhang 030; Dominik Slezak (Int. J. Approx. Reason., 2022)

A shadowed set-based three-way clustering ensemble approach. - Chunmao Jiang; Zhicong Li; JingTao Yao 001 (Int. J. Mach. Learn. Cybern., 2022)

Cognitive and Social Decision Making: Three-Way Decision Perspectives. - Yiyu Yao; JingTao Yao 001 (IJCRS, 2023)

Event prediction with rough-fuzzy sets. - Debarati B. Chakraborty; JingTao Yao 001 (Pattern Anal. Appl., 2023)

Uncertainty and three-way decision in data science. - JingTao Yao 001; Chris Cornelis; Guoyin Wang 001; Yiyu Yao (Int. J. Approx. Reason., 2023)

Resolving Conflicts Among Multiple Classifiers Using Game-Theoretic Soft Sets. - Chenqi Li; Ricardo Holmes; Jingtao Yao 001 (CRC, 2024)

Incorporating Game Theory with Soft Sets. - Chenqi Li; Jingtao Yao 001 (ICNC, 2024)

A Game-Theoretic Framework for Approximation with Soft Sets. - Chenqi Li; JingTao Yao 001 (ICMLA, 2024)

Continual Federated Learning for Dynamic Data Environments. - JingTao Yao 001; Akshat Sharma (PACRIM, 2024)

GGI-DDI: Identification for key molecular substructures by granule learning to interpret predicted drug-drug interactions. - Hui Yu 011; Jing Wang; Shi-Yu Zhao; Omayo Silver; Zun Liu; JingTao Yao 001; Jian-Yu Shi (Expert Syst. Appl., 2024)

HCL: A Hybrid CNN-LSTM Framework for Intrusion Detection in SDN-IoT Networks. - Ankit Chouhan; Nashid Shahriar; JingTao Yao 001 (ICNC, 2025)

Three-Way Decision Enhanced Graph Convolutional Networks for Text Classification. - Chunmao Jiang; Ziping Yang; Jingtao Yao 001 (Neural Process. Lett., 2025)