2025
Event Causal Relation Extraction in Brain Connectomics: A Model Utilizing Weighted Joint Constrained Learning.
IEEE Trans. Emerg. Top. Comput. Intell., April, 2025
Guest Editorial: Special Issue on Deep Learning for Intelligent Media Computing and Applications.
IEEE Trans. Neural Networks Learn. Syst., January, 2025
Three-way multi-label classification: A review, a framework, and new challenges.
Appl. Soft Comput., 2025
Knowledge enhanced data analytics based on three-way decision and granular computing.
Appl. Soft Comput., 2025
2024
Three-Way Group Decision-Making With Personalized Numerical Scale of Comparative Linguistic Expression: An Application to Traditional Chinese Medicine.
IEEE Trans. Fuzzy Syst., August, 2024
Feature Selection Using Zentropy-Based Uncertainty Measure.
IEEE Trans. Fuzzy Syst., April, 2024
Geodesic Fuzzy Rough Sets for Discriminant Feature Extraction.
IEEE Trans. Fuzzy Syst., March, 2024
Three-way decisions in generalized intuitionistic fuzzy environments: survey and challenges.
Artif. Intell. Rev., February, 2024
Three-way clustering: Foundations, survey and challenges.
Appl. Soft Comput., January, 2024
Web Intelligence: In search of a better connected world.
Web Intell., 2024
A lattice-theoretic model of three-way conflict analysis.
Knowl. Based Syst., 2024
Shadowed set approximations of L-fuzzy sets.
Inf. Sci., 2024
An axiomatic framework for three-way clustering.
Inf. Sci., 2024
Concept-cognitive learning survey: Mining and fusing knowledge from data.
Inf. Fusion, 2024
A review of three-way decision: Triadic understanding, organization, and perspectives.
Int. J. Approx. Reason., 2024
Three-way concept lattice from adjunctive positive and negative concepts.
Int. J. Approx. Reason., 2024
Towards the definition of spatial granules.
Fuzzy Sets Syst., 2024
Trisection-fusion and fusion-trisection methods of three-way conflict analysis with Pythagorean fuzzy information.
Appl. Soft Comput., 2024
An Uncertain Reasoning-Based Intrusion Detection System for DoS/DDoS Detection.
Proceedings of the 21st International Conference on Security and Cryptography, 2024
A Machine-People-Government Triangular Model of Smart Agriculture.
Proceedings of the Rough Sets - International Joint Conference, 2024
Three-Way Bibliometrics Analytics for Supporting Literature Review.
Proceedings of the Rough Sets - International Joint Conference, 2024
Approximate Criterion Reduction in Multi-criteria Trilevel Ranking Analysis.
Proceedings of the Rough Sets - International Joint Conference, 2024
Granular Approximations of Partially-Known Concepts.
Proceedings of the Rough Sets - International Joint Conference, 2024
Three-Way Cost-Performance Approximate Attribute Reduction.
Proceedings of the Rough Sets - International Joint Conference, 2024
2023
Uncertainty and three-way decision in data science.
Int. J. Approx. Reason., November, 2023
The Dao of three-way decision and three-world thinking.
Int. J. Approx. Reason., November, 2023
Granular fuzzy sets and three-way approximations of fuzzy sets.
Int. J. Approx. Reason., October, 2023
Adjunctive three-way concepts from positive and negative concepts in lattice-valued formal contexts.
Int. J. Approx. Reason., October, 2023
A three-way adaptive density peak clustering (3W-ADPC) method.
Appl. Intell., October, 2023
Granularity-driven trisecting-and-learning models for interval-valued rule induction.
Appl. Intell., August, 2023
3WC-D: A feature distribution-based adaptive three-way clustering method.
Appl. Intell., June, 2023
Three-Way Behavioral Decision Making With Hesitant Fuzzy Information Systems: Survey and Challenges.
IEEE CAA J. Autom. Sinica, February, 2023
Tri-granularity attribute reduction of three-way concept lattices.
Knowl. Based Syst., 2023
Formal concept analysis perspectives on three-way conflict analysis.
Int. J. Approx. Reason., 2023
Subsethood Measures of Spatial Granules.
CoRR, 2023
Human-machine co-intelligence through symbiosis in the SMV space.
Appl. Intell., 2023
A trilevel analysis of uncertainty measuresin partition-based granular computing.
Artif. Intell. Rev., 2023
Joint Constrained Learning for Causal Event-Event Relation Extraction of Brain Connectome.
Proceedings of the IEEE International Conference on Web Intelligence and Intelligent Agent Technology, 2023
Cognitive and Social Decision Making: Three-Way Decision Perspectives.
Proceedings of the Rough Sets - International Joint Conference, 2023
Algebraic Formulations and Geometric Interpretations of Decision-Theoretic Rough Sets.
Proceedings of the Rough Sets - International Joint Conference, 2023
Three-Way Social Network Analysis: Triadic Measures at Three Levels.
Proceedings of the Rough Sets - International Joint Conference, 2023
Aggregation Operators on Shadowed Sets Deriving from Conditional Events and Consensus Operators.
Proceedings of the Rough Sets - International Joint Conference, 2023
An Instance-based Transfer Learning Approach, Applied to Intrusion Detection.
Proceedings of the 20th Annual International Conference on Privacy, Security and Trust, 2023
2022
A model of three-way approximation of intuitionistic fuzzy sets.
Int. J. Mach. Learn. Cybern., 2022
Matrix approach for fuzzy description reduction and group decision-making with fuzzy β-covering.
Inf. Sci., 2022
BMW-TOPSIS: A generalized TOPSIS model based on three-way decision.
Inf. Sci., 2022
Aggregation operators on shadowed sets.
Inf. Sci., 2022
Granular rough sets and granular shadowed sets: Three-way approximations in Pawlak approximation spaces.
Int. J. Approx. Reason., 2022
Symbols-Meaning-Value (SMV) space as a basis for a conceptual model of data science.
Int. J. Approx. Reason., 2022
Differentially Private Medical Texts Generation Using Generative Neural Networks.
ACM Trans. Comput. Heal., 2022
Tri-level attribute reduction in rough set theory.
Expert Syst. Appl., 2022
Granular Computing and Three-way Decisions for Cognitive Analytics.
Cogn. Comput., 2022
A three-way multi-attribute decision making method based on regret theory and its application to medical data in fuzzy environments.
Appl. Soft Comput., 2022
Three-way Decision, Three-World Conception, and Explainable AI.
Proceedings of the Rough Sets - International Joint Conference, 2022
Three-Way Approximate Criterion Reduction in Multi-Criteria Decision Analysis.
Proceedings of the Rough Sets - International Joint Conference, 2022
2021
Three-Way Multiattribute Decision-Making Based on Outranking Relations.
IEEE Trans. Fuzzy Syst., 2021
Attribution reduction based on sequential three-way search of granularity.
Int. J. Mach. Learn. Cybern., 2021
A three-way decision based construction of shadowed sets from Atanassov intuitionistic fuzzy sets.
Inf. Sci., 2021
New measures of alliance and conflict for three-way conflict analysis.
Int. J. Approx. Reason., 2021
The geometry of three-way decision.
Appl. Intell., 2021
3RD: A Multi-criteria Decision-Making Method Based on Three-Way Rankings.
Proceedings of the Rough Sets - International Joint Conference, 2021
Message from the DIKW 2021 General Chairs.
Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021
2020
Shadowed Neighborhoods Based on Fuzzy Rough Transformation for Three-Way Classification.
IEEE Trans. Fuzzy Syst., 2020
Tri-level thinking: models of three-way decision.
Int. J. Mach. Learn. Cybern., 2020
Semantics of soft sets and three-way decision with soft sets.
Knowl. Based Syst., 2020
On modeling similarity and three-way decision under incomplete information in rough set theory.
Knowl. Based Syst., 2020
Three-way conflict analysis: A unification of models based on rough sets and formal concept analysis.
Knowl. Based Syst., 2020
Intuitionistic fuzzy TOPSIS method based on CVPIFRS models: An application to biomedical problems.
Inf. Sci., 2020
Covering-based variable precision fuzzy rough sets with PROMETHEE-EDAS methods.
Inf. Sci., 2020
Granularity-driven sequential three-way decisions: A cost-sensitive approach to classification.
Inf. Sci., 2020
Synergy of Granular Computing, Shadowed Sets, and Three-way Decisions.
Inf. Sci., 2020
Three-way granular computing, rough sets, and formal concept analysis.
Int. J. Approx. Reason., 2020
Covering based multigranulation fuzzy rough sets and corresponding applications.
Artif. Intell. Rev., 2020
Modeling Use-Oriented Attribute Importance with the Three-Way Decision Theory.
Proceedings of the Rough Sets - International Joint Conference, 2020
Trilevel Multi-criteria Decision Analysis Based on Three-Way Decision.
Proceedings of the Intelligence Science III: 4th IFIP TC 12 International Conference, 2020
2019
Three-way conflict analysis: Reformulations and extensions of the Pawlak model.
Knowl. Based Syst., 2019
Structured approximations as a basis for three-way decisions in rough set theory.
Knowl. Based Syst., 2019
Three-way fuzzy partitions defined by shadowed sets.
Inf. Sci., 2019
TOPSIS method based on a fuzzy covering approximation space: An application to biological nano-materials selection.
Inf. Sci., 2019
Min-max attribute-object bireducts: On unifying models of reducts in rough set theory.
Inf. Sci., 2019
On the properties of subsethood measures.
Inf. Sci., 2019
An Application of Bayesian Confirmation Theory for Three-Way Decision.
Proceedings of the Rough Sets - International Joint Conference, 2019
2018
An interview with Professor Raj Reddy on Web Intelligence (WI) and Computational Social Science (CSS).
Web Intell., 2018
An analysis of three types of partially-known formal concepts.
Int. J. Mach. Learn. Cybern., 2018
A three learning states Bayesian knowledge tracing model.
Knowl. Based Syst., 2018
CE3: A three-way clustering method based on mathematical morphology.
Knowl. Based Syst., 2018
Effectiveness measures in movement-based three-way decisions.
Knowl. Based Syst., 2018
Modeling the Effect of Interest Rate Uncertainty on Residents' Consumption - Based on a DSGE Model Embedded Stochastic Volatility.
J. Adv. Comput. Intell. Intell. Informatics, 2018
Three-way decision perspectives on class-specific attribute reducts.
Inf. Sci., 2018
Three-way decision and granular computing.
Int. J. Approx. Reason., 2018
Local rough set: A solution to rough data analysis in big data.
Int. J. Approx. Reason., 2018
Ensemble selector for attribute reduction.
Appl. Soft Comput., 2018
A Sequential Three-Way Approach to Constructing a Co-association Matrix in Consensus Clustering.
Proceedings of the Rough Sets - International Joint Conference, 2018
Modes of Sequential Three-Way Classifications.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018
A Linear Model for Three-Way Analysis of Facial Similarity.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018
Enhancing Binary Classification by Modeling Uncertain Boundary in Three-Way Decisions (Extended Abstract).
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018
2017
Enhancing Binary Classification by Modeling Uncertain Boundary in Three-Way Decisions.
IEEE Trans. Knowl. Data Eng., 2017
Interval sets and three-way concept analysis in incomplete contexts.
Int. J. Mach. Learn. Cybern., 2017
A unified model of sequential three-way decisions and multilevel incremental processing.
Knowl. Based Syst., 2017
Actionable strategies in three-way decisions.
Knowl. Based Syst., 2017
Measurement of general granules.
Inf. Sci., 2017
Class-specific attribute reducts in rough set theory.
Inf. Sci., 2017
Constructing shadowed sets and three-way approximations of fuzzy sets.
Inf. Sci., 2017
Dynamic probabilistic rough sets with incomplete data.
Inf. Sci., 2017
Cost-sensitive three-way recommendations by learning pair-wise preferences.
Int. J. Approx. Reason., 2017
Rough Set Approximations in an Incomplete Information Table.
Proceedings of the Rough Sets - International Joint Conference, 2017
Actionable Strategies in Three-Way Decisions with Rough Sets.
Proceedings of the Rough Sets - International Joint Conference, 2017
C&E Re-clustering: Reconstruction of Clustering Results by Three-Way Strategy.
Proceedings of the Foundations of Intelligent Systems - 23rd International Symposium, 2017
2016
Generalized attribute reduct in rough set theory.
Knowl. Based Syst., 2016
Advances in three-way decisions and granular computing.
Knowl. Based Syst., 2016
Detecting and refining overlapping regions in complex networks with three-way decisions.
Inf. Sci., 2016
Rough set models in multigranulation spaces.
Inf. Sci., 2016
Rough-set concept analysis: Interpreting RS-definable concepts based on ideas from formal concept analysis.
Inf. Sci., 2016
A semantically sound approach to Pawlak rough sets and covering-based rough sets.
Int. J. Approx. Reason., 2016
Two Bayesian approaches to rough sets.
Eur. J. Oper. Res., 2016
Three-Way Decisions and Cognitive Computing.
Cogn. Comput., 2016
Utilizing DTRS for Imbalanced Text Classification.
Proceedings of the Rough Sets - International Joint Conference, 2016
Definability in Incomplete Information Tables.
Proceedings of the Rough Sets - International Joint Conference, 2016
Determining Thresholds in Three-Way Decisions with Chi-Square Statistic.
Proceedings of the Rough Sets - International Joint Conference, 2016
A Semantical Approach to Rough Sets and Dominance-Based Rough Sets.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016
WaaS - Wisdom as a Service.
Proceedings of the Wisdom Web of Things, 2016
Research Challenges and Perspectives on Wisdom Web of Things (W2T).
Proceedings of the Wisdom Web of Things, 2016
2015
Probabilistic Rough Sets.
Proceedings of the Springer Handbook of Computational Intelligence, 2015
The two sides of the theory of rough sets.
Knowl. Based Syst., 2015
Modeling Tag-Aware Recommendations Based on User Preferences.
Int. J. Inf. Technol. Decis. Mak., 2015
Rough Set Approximations in Multi-granulation Fuzzy Approximation Spaces.
Fundam. Informaticae, 2015
Decision-Level Sensor-Fusion Based on DTRS.
Proceedings of the Rough Sets and Knowledge Technology - 10th International Conference, 2015
Methods and Practices of Three-Way Decisions for Complex Problem Solving.
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
Proceedings of the Rough Sets and Knowledge Technology - 10th International Conference, 2015
Statistical Interpretations of Three-Way Decisions.
Proceedings of the Rough Sets and Knowledge Technology - 10th International Conference, 2015
Rough Sets and Three-Way Decisions.
Proceedings of the Rough Sets and Knowledge Technology - 10th International Conference, 2015
Region Vector Based Attribute Reducts in Decision-Theoretic Rough Sets.
Proceedings of the Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, 2015
2014
Cost-sensitive three-way email spam filtering.
J. Intell. Inf. Syst., 2014
Quantitative rough sets based on subsethood measures.
Inf. Sci., 2014
Decision-theoretic three-way approximations of fuzzy sets.
Inf. Sci., 2014
A Multifaceted Analysis of Probabilistic Three-way Decisions.
Fundam. Informaticae, 2014
WaaS: Wisdom as a Service.
IEEE Intell. Syst., 2014
A Unified Framework of Targeted Marketing using Customer Preferences.
Comput. Intell., 2014
Categorizing Overlapping Regions in Clustering Analysis Using Three-Way Decisions.
Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Warsaw, Poland, August 11-14, 2014, 2014
Three-Way Formal Concept Analysis.
Proceedings of the Rough Sets and Knowledge Technology - 9th International Conference, 2014
An Addition Strategy for Reduct Construction.
Proceedings of the Rough Sets and Knowledge Technology - 9th International Conference, 2014
A Definition of Structured Rough Set Approximations.
Proceedings of the Rough Sets and Intelligent Systems Paradigms, 2014
Feature Selection Based on Confirmation-Theoretic Rough Sets.
Proceedings of the Rough Sets and Current Trends in Computing, 2014
On Interpreting Three-Way Decisions through Two-Way Decisions.
Proceedings of the Foundations of Intelligent Systems - 21st International Symposium, 2014
Performance of modern gaming input devices in first-person shooter target acquisition.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014
2013
An Empirical Comparison of Rule Sets Induced by LERS and Probabilistic Rough Classification.
Proceedings of the Rough Sets and Intelligent Systems - Professor Zdzisław Pawlak in Memoriam, 2013
The Concept of Reducts in Pawlak Three-Step Rough Set Analysis.
Trans. Rough Sets, 2013
Research challenges and perspectives on Wisdom Web of Things (W2T).
J. Supercomput., 2013
Duality in Rough Set Theory Based on the Square of Opposition.
Fundam. Informaticae, 2013
Comparison of Two Models of Probabilistic Rough Sets.
Proceedings of the Rough Sets and Knowledge Technology - 8th International Conference, 2013
Granular Computing and Sequential Three-Way Decisions.
Proceedings of the Rough Sets and Knowledge Technology - 8th International Conference, 2013
Multistage Email Spam Filtering Based on Three-Way Decisions.
Proceedings of the Rough Sets and Knowledge Technology - 8th International Conference, 2013
Mean-value-based decision-theoretic shadowed sets.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013
Multidisciplinary approaches to computing.
Proceedings of the 26th IEEE Canadian Conference on Electrical and Computer Engineering CCECE 2013, 2013
2012
A measurement theory view on the granularity of partitions.
Inf. Sci., 2012
Covering based rough set approximations.
Inf. Sci., 2012
Local Peculiarity Oriented Data Mining and its Application in Outlier Detection.
Int. J. Inf. Technol. Decis. Mak., 2012
Set-theoretic Approaches to Granular Computing.
Fundam. Informaticae, 2012
Fundam. Informaticae, 2012
An Information-Theoretic Interpretation of Thresholds in Probabilistic Rough Sets.
Proceedings of the Rough Sets and Knowledge Technology - 7th International Conference, 2012
An Outline of a Theory of Three-Way Decisions.
Proceedings of the Rough Sets and Current Trends in Computing, 2012
Multiple Representations of Web Content for Effective Knowledge Utilization.
Proceedings of the Brain Informatics - International Conference, 2012
2011
A Note on Attribute Reduction in the Decision-Theoretic Rough Set Model.
Trans. Rough Sets, 2011
User-centric query refinement and processing using granularity-based strategies.
Knowl. Inf. Syst., 2011
Record-level peculiarity-based data analysis and classifications.
Knowl. Inf. Syst., 2011
The superiority of three-way decisions in probabilistic rough set models.
Inf. Sci., 2011
Probabilistic rule induction with the LERS data mining system.
Int. J. Intell. Syst., 2011
Three-way Investment Decisions with Decision-theoretic Rough Sets.
Int. J. Comput. Intell. Syst., 2011
In Search of Effective Granulization with DTRS for Ternary Classification.
Int. J. Cogn. Informatics Nat. Intell., 2011
Two Semantic Issues in a Probabilistic Rough Set Model.
Fundam. Informaticae, 2011
Fundam. Informaticae, 2011
Top-Down Progressive Computing.
Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011
Partitions, Coverings, Reducts and Rule Learning in Rough Set Theory.
Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011
The Role of Lateral Inferior Prefrontal Cortex during Information Retrieval.
Proceedings of the Brain Informatics - International Conference, 2011
Granular State Space Search.
Proceedings of the Advances in Artificial Intelligence, 2011
Sequential three-way decisions with probabilistic rough sets.
Proceedings of the 10th IEEE International Conference on Cognitive Informatics and Cognitive Computing, 2011
2010
The CPT Structure of Variable Elimination in Discrete Bayesian Networks.
Proceedings of the Advances in Intelligent Information Systems, 2010
ACM TKDD Special Issue on Knowledge Discovery for Web Intelligence.
ACM Trans. Knowl. Discov. Data, 2010
Evaluating information retrieval system performance based on user preference.
J. Intell. Inf. Syst., 2010
Rough implication operator based on strong topological rough algebras.
Inf. Sci., 2010
Three-way decisions with probabilistic rough sets.
Inf. Sci., 2010
MGRS: A multi-granulation rough set.
Inf. Sci., 2010
Perspectives on Cognitive Computing and Applications.
Int. J. Softw. Sci. Comput. Intell., 2010
Perspectives on Cognitive Informatics and Cognitive Computing.
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
Int. J. Cogn. Informatics Nat. Intell., 2010
Introduction to brain informatics.
Cogn. Syst. Res., 2010
Brain activation detection by neighborhood one-class SVM.
Cogn. Syst. Res., 2010
Qualitative Approximations of Fuzzy Sets and Non-classical Three-Valued Logics (II).
Proceedings of the Rough Set and Knowledge Technology - 5th International Conference, 2010
Qualitative Approximations of Fuzzy Sets and Non-classical Three-Valued Logics (I).
Proceedings of the Rough Set and Knowledge Technology - 5th International Conference, 2010
Naive Bayesian Rough Sets.
Proceedings of the Rough Set and Knowledge Technology - 5th International Conference, 2010
Set-Theoretic Models of Granular Structures.
Proceedings of the Rough Set and Knowledge Technology - 5th International Conference, 2010
Indiscernibility and Similarity in an Incomplete Information Table.
Proceedings of the Rough Set and Knowledge Technology - 5th International Conference, 2010
An Empirical Comparison of Rule Sets Induced by LERS and Probabilistic Rough Classification.
Proceedings of the Rough Sets and Current Trends in Computing, 2010
Rough, fuzzy, interval clustering for web usage mining.
Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010
A comparison of positive, boundary, and possible rules using the MLEM2 rule induction algorithm.
Proceedings of the 10th International Conference on Hybrid Intelligent Systems (HIS 2010), 2010
Basic Level Advantage and Its Switching during Information Retrieval: An fMRI Study.
Proceedings of the Brain Informatics, International Conference, 2010
A Three-Way Decision Approach to Email Spam Filtering.
Proceedings of the Advances in Artificial Intelligence, 2010
In search for effective granularity with DTRS.
Proceedings of the 9th IEEE International Conference on Cognitive Informatics, 2010
Perspectives on cognitive computing and applications: Summary of plenary Panel I of IEEE ICCI'10.
Proceedings of the 9th IEEE International Conference on Cognitive Informatics, 2010
2009
Integrative Levels of Granularity.
Proceedings of the Human-Centric Information Processing Through Granular Modelling, 2009
On Explanation-Oriented Data Mining.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009
An Operable Email Based Intelligent Personal Assistant.
World Wide Web, 2009
Interpreting Concept Learning in Cognitive Informatics and Granular Computing.
IEEE Trans. Syst. Man Cybern. Part B, 2009
Discernibility matrix simplification for constructing attribute reducts.
Inf. Sci., 2009
Relative reducts in consistent and inconsistent decision tables of the Pawlak rough set model.
Inf. Sci., 2009
On the System Algebra Foundations for Granular Computing.
Int. J. Softw. Sci. Comput. Intell., 2009
A Doctrine of Cognitive Informatics (CI).
,
,
,
,
,
,
,
,
,
,
,
Fundam. Informaticae, 2009
A Two-Phase Model for Learning Rules from Incomplete Data.
Fundam. Informaticae, 2009
DBLP-SSE: A DBLP Search Support Engine.
Proceedings of the 2009 IEEE/WIC/ACM International Conference on Web Intelligence, 2009
Three-Way Decision: An Interpretation of Rules in Rough Set Theory.
Proceedings of the Rough Sets and Knowledge Technology, 4th International Conference, 2009
Interval Set Cluster Analysis: A Re-formulation.
Proceedings of the Rough Sets, 2009
Peculiarity Analysis for Classifications.
Proceedings of the ICDM 2009, 2009
Figural Effects in Syllogistic Reasoning with Evaluation Paradigm: An Eye-Movement Study.
Proceedings of the Brain Informatics, International Conference, BI 2009, 2009
Interval sets and interval-set algebras.
Proceedings of the 8th IEEE International Conference on Cognitive Informatics, 2009
Analyzing skill sets with or-relation tables in knowledge spaces.
Proceedings of the 8th IEEE International Conference on Cognitive Informatics, 2009
Perspectives on Cognitive Informatics and Cognitive Computing: Summary of the Panel of IEEE ICCI'09.
,
,
,
,
,
,
,
,
,
,
,
,
,
,
Proceedings of the 8th IEEE International Conference on Cognitive Informatics, 2009
Missing values imputation hypothesis: An experimental evaluation.
Proceedings of the 8th IEEE International Conference on Cognitive Informatics, 2009
2008
A Conceptual Framework of Data Mining.
Proceedings of the Data Mining: Foundations and Practice, 2008
Proceedings of the Wiley Encyclopedia of Computer Science and Engineering, 2008
Proceedings of the Wiley Encyclopedia of Computer Science and Engineering, 2008
A Model of User-Oriented Reduct Construction for Machine Learning.
Trans. Rough Sets, 2008
On Reduct Construction Algorithms.
Trans. Comput. Sci., 2008
Perspectives on Denotational Mathematics: New Means of Thought.
Trans. Comput. Sci., 2008
EvalWare: Granular Computing for Web Applications [Best of the Web].
IEEE Signal Process. Mag., 2008
Attribute reduction in decision-theoretic rough set models.
Inf. Sci., 2008
A multiview approach for intelligent data analysis based on data operators.
Inf. Sci., 2008
A Logic Approach to Granular Computing.
Int. J. Cogn. Informatics Nat. Intell., 2008
User-Centered Interactive Data Mining.
Int. J. Cogn. Informatics Nat. Intell., 2008
Probabilistic rough sets: Approximations, decision-makings, and applications.
Int. J. Approx. Reason., 2008
Probabilistic rough set approximations.
Int. J. Approx. Reason., 2008
Granular Computing: Past, Present, and Future.
Proceedings of the Rough Sets and Knowledge Technology, Third International Conference, 2008
Two-Phase Rule Induction from Incomplete Data.
Proceedings of the Rough Sets and Knowledge Technology, Third International Conference, 2008
A Comparison of the LERS Classification System and Rule Management in PRSM.
Proceedings of the Rough Sets and Current Trends in Computing, 2008
Local peculiarity factor and its application in outlier detection.
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008
Evaluating Information Retrieval System Performance Based on Multi-grade Relevance.
Proceedings of the Foundations of Intelligent Systems, 17th International Symposium, 2008
Rough Set Approximations in Formal Concept Analysis and Knowledge Spaces.
Proceedings of the Foundations of Intelligent Systems, 17th International Symposium, 2008
A Hypergraph Model of Granular Computing.
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
Micro and macro evaluation of classification rules.
Proceedings of the Seventh IEEE International Conference on Cognitive Informatics, 2008
2007
VisiQ: Supporting visual and interactive query refinement.
Web Intell. Agent Syst., 2007
A Note on Definability and Approximations.
Trans. Rough Sets, 2007
Data analysis based on discernibility and indiscernibility.
Inf. Sci., 2007
Interactive Classification Using a Granule Network.
Int. J. Cogn. Informatics Nat. Intell., 2007
Relational peculiarity-oriented mining.
Data Min. Knowl. Discov., 2007
User-Oriented Feature Selection for Machine Learning.
Comput. J., 2007
Envisioning intelligent information technologies through the prism of web intelligence.
Commun. ACM, 2007
Knowledge Retrieval (KR).
Proceedings of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence, 2007
Granular Computing for Web Intelligence and Brain Informatics.
Proceedings of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence, 2007
A General Definition of an Attribute Reduct.
Proceedings of the Rough Sets and Knowledge Technology, Second International Conference, 2007
Decision-Theoretic Rough Set Models.
Proceedings of the Rough Sets and Knowledge Technology, Second International Conference, 2007
Bayesian Decision Theory for Dominance-Based Rough Set Approach.
Proceedings of the Rough Sets and Knowledge Technology, Second International Conference, 2007
Supporting Literature Exploration with Granular Knowledge Structures.
Proceedings of the Rough Sets, 2007
A Categorial Basis for Granular Computing.
Proceedings of the Rough Sets, 2007
Interpreting Low and High Order Rules: A Granular Computing Approach.
Proceedings of the Rough Sets and Intelligent Systems Paradigms, International Conference, 2007
The Art of Granular Computing.
Proceedings of the Rough Sets and Intelligent Systems Paradigms, International Conference, 2007
Time Dissociative Characteristics of Numerical Inductive Reasoning: Behavioral and ERP Evidence.
Proceedings of the International Joint Conference on Neural Networks, 2007
The Time Course of Human Inductive Strength Judgment: An ERP Study.
Proceedings of the 2007 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology, 2007
Structured Writing with Granular Computing Strategies.
Proceedings of the 2007 IEEE International Conference on Granular Computing, 2007
Conflict Analysis Based on Discernibility and Indiscernibility.
Proceedings of the IEEE Symposium on Foundations of Computational Intelligence, 2007
ICS: An Interactive Classification System.
Proceedings of the Advances in Artificial Intelligence, 2007
A Profit-Based Business Model for Evaluating Rule Interestingness.
Proceedings of the Advances in Artificial Intelligence, 2007
A Logic Language of Granular Computing.
Proceedings of the Six IEEE International Conference on Cognitive Informatics, 2007
2006
Foundations of Classification.
Proceedings of the Foundations and Novel Approaches in Data Mining, 2006
A Measurement-Theoretic Foundation of Rule Interestingness Evaluation.
Proceedings of the Foundations and Novel Approaches in Data Mining, 2006
Rough Set Approximations in Formal Concept Analysis.
Trans. Rough Sets, 2006
Neighborhood systems and approximate retrieval.
Inf. Sci., 2006
Level-wise Construction of Decision Trees for Classification.
Int. J. Softw. Eng. Knowl. Eng., 2006
Web Intelligence Meets Brain Informatics.
Proceedings of the Web Intelligence Meets Brain Informatics, 2006
The Neural Mechanism of Human Numerical Inductive Reasoning Process: A Combined ERP and fMRI Study.
Proceedings of the Web Intelligence Meets Brain Informatics, 2006
Spam Filtering and Email-Mediated Applications.
Proceedings of the Web Intelligence Meets Brain Informatics, 2006
Perspective of Applying the Global E-mail Network.
Proceedings of the 2006 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2006), 2006
A Model of Machine Learning Based on User Preference of Attributes.
Proceedings of the Rough Sets and Current Trends in Computing, 2006
Developing Intelligent Applications in Social E-Mail Networks.
Proceedings of the Rough Sets and Current Trends in Computing, 2006
The PDD Framework for Detecting Categories of Peculiar Data.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006
Multiview intelligent data analysis based on granular computing.
Proceedings of the 2006 IEEE International Conference on Granular Computing, 2006
Granular computing for data mining.
Proceedings of the Data Mining, 2006
Classification Based on Logical Concept Analysis.
Proceedings of the Advances in Artificial Intelligence, 2006
Granular Computing and Cognitive Informatics.
Proceedings of the Firth IEEE International Conference on Cognitive Informatics, 2006
2005
Rule + Exception Strategies for Security Information Analysis.
IEEE Intell. Syst., 2005
Multilevel Web Personalization.
Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005
Visualization Support for Interactive Query Refinement.
Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005
"Rule + Exception" Strategies for Knowledge Management and Discovery.
Proceedings of the Rough Sets, 2005
Subsystem Based Generalizations of Rough Set Approximations.
Proceedings of the Foundations of Intelligent Systems, 15th International Symposium, 2005
On Interactive Data Mining.
Proceedings of the 2nd Indian International Conference on Artificial Intelligence, 2005
Perspectives of granular computing.
Proceedings of the 2005 IEEE International Conference on Granular Computing, 2005
Analyzing hepatitis data using ordered information.
Proceedings of the 2005 IEEE International Conference on Granular Computing, 2005
A General Framework of Targeted Marketing.
Proceedings of the Advances in Web Intelligence Third International Atlantic Web IntelligenceConference, 2005
Conceptual Query Expansion.
Proceedings of the Advances in Web Intelligence Third International Atlantic Web IntelligenceConference, 2005
Web intelligence: new frontiers of exploration.
Proceedings of the 2005 International Conference on Active Media Technology, 2005
Topic-oriented mining and reasoning.
Proceedings of the 2005 International Conference on Active Media Technology, 2005
Formal concept analysis based on hierarchical class analysis.
Proceedings of the 4th IEEE International Conference on Cognitive Informatics (ICCI 2005), 2005
2004
Information Granulation in a Decision-Theoretical Model of Rough Sets.
Proceedings of the Rough-Neural Computing: Techniques for Computing with Words., 2004
Semantics of Fuzzy Sets in Rough Set Theory.
Trans. Rough Sets, 2004
A Partition Model of Granular Computing.
Trans. Rough Sets, 2004
Web Intelligence: exploring structures, semantics, and knowledge of the Web.
Knowl. Based Syst., 2004
Fundam. Informaticae, 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 Research Support Systems.
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
TMS: Targeted Marketing System Based on Market Value Functions.
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2004), 2004
Web-based Agricultural Support Systems.
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
A Comparative Study of Formal Concept Analysis and Rough Set Theory in Data Analysis.
Proceedings of the Rough Sets and Current Trends in Computing, 2004
Rough Approximations under Level Fuzzy Sets.
Proceedings of the Rough Sets and Current Trends in Computing, 2004
Adaptive Linear Market Value Functions for Targeted Marketing.
Proceedings of the Rough Sets and Current Trends in Computing, 2004
Peculiarity Oriented Analysis in Multi-people Tracking Images.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2004
Relational Peculiarity Oriented Data Mining.
Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004
Data mining support systems.
Proceedings of the Data Mining and Knowledge Discovery: Theory, 2004
Concept Formation and Learning: A Cognitive Informatics Perspectiv.
Proceedings of the 3rd IEEE International Conference on Cognitive Informatics (ICCI 2004), 2004
2003
Peculiarity Oriented Multidatabase Mining.
IEEE Trans. Knowl. Data Eng., 2003
The Wisdom Web: New Challenges for Web Intelligence (WI).
J. Intell. Inf. Syst., 2003
Analyzing and Mining Ordered Information Tables.
J. Comput. Sci. Technol., 2003
A Business Process Centered Software Analysis Method.
Int. J. Softw. Eng. Knowl. Eng., 2003
Probabilistic approaches to rough sets.
Expert Syst. J. Knowl. Eng., 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
Attribute Reduction of Rough Sets in Mining Market Value Functions.
Proceedings of the 2003 IEEE / WIC International Conference on Web Intelligence, 2003
Explanation Oriented Association Mining Using Rough Set Theory.
Proceedings of the Rough Sets, 2003
On Generalizing Rough Set Theory.
Proceedings of the Rough Sets, 2003
Critical Remarks on the Computational Complexity in Probabilistic Inference.
Proceedings of the Rough Sets, 2003
Granular Computing Based on Rough Sets, Quotient Space Theory, and Belief Functions.
Proceedings of the Foundations of Intelligent Systems, 14th International Symposium, 2003
Information granulation for web-based information support systems.
Proceedings of the Data Mining and Knowledge Discovery: Theory, 2003
A step toward the foundations of data mining.
Proceedings of the Data Mining and Knowledge Discovery: Theory, 2003
A Framework for Web-based Research Support Systems.
Proceedings of the 27th International Computer Software and Applications Conference (COMPSAC 2003): Design and Assessment of Trustworthy Software-Based Systems, 2003
Explanation-Oriented Association Mining Using a Combination of Unsupervised and Supervised Learning Algorithms.
Proceedings of the Advances in Artificial Intelligence, 2003
Granular Computing for the Design of Information Retrieval Support Systems.
Proceedings of the Clustering and Information Retrieval, 2003
2002
Using Market Value Functions for Targeted Marketing Data Mining.
Int. J. Pattern Recognit. Artif. Intell., 2002
On Modal and Fuzzy Decision Logics Based on Rough Set Theory.
Fundam. Informaticae, 2002
In Search of the Wisdom Web.
Computer, 2002
Gastric Cancer Data Mining with Ordered Information.
Proceedings of the Rough Sets and Current Trends in Computing, 2002
Induction of Classification Rules by Granular Computing.
Proceedings of the Rough Sets and Current Trends in Computing, 2002
PagePrompter: An Intelligent Web Agent Created Using Data Mining Techniques.
Proceedings of the Rough Sets and Current Trends in Computing, 2002
Time Complexity of Rough Clustering: GAs versus K-Means.
Proceedings of the Rough Sets and Current Trends in Computing, 2002
User Profile Model: A View from Artificial Intelligence.
Proceedings of the Rough Sets and Current Trends in Computing, 2002
Value Added Association Rules.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2002
Granular Computing for the Organization and Retrieval of Scientific XML Documents.
Proceedings of the 6th Joint Conference on Information Science, 2002
Generalized Rough Sets And Fuzzy Membership Functions.
Proceedings of the 6th Joint Conference on Information Science, 2002
A generalized decision logic language for granular computing.
Proceedings of the 2002 IEEE International Conference on Fuzzy Systems, 2002
Information retrieval support systems.
Proceedings of the 2002 IEEE International Conference on Fuzzy Systems, 2002
A Granular Computing Approach to Machine Learning.
Proceedings of the FSDK'02, 2002
2001
Information granulation and rough set approximation.
Int. J. Intell. Syst., 2001
Proceedings of the Web Intelligence: Research and Development, 2001
On Mining Ordering Rules.
Proceedings of the New Frontiers in Artificial Intelligence, 2001
Generalization of Rough Sets with alpha-Coverings of the Universe Induced by Conditional Probability Relations.
Proceedings of the New Frontiers in Artificial Intelligence, 2001
Interestingness, Peculiarity, and Multi-Database Mining.
Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November, 2001
Data Analysis and Mining in Ordered Information Tables.
Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November, 2001
WebAdaptor: Designing Adaptive Web Sites Using Data Mining Techniques.
Proceedings of the Fourteenth International Florida Artificial Intelligence Research Society Conference, 2001
Information Retrieval by Possibilistic Reasoning.
Proceedings of the Database and Expert Systems Applications, 12th International Conference, 2001
Mining Market Value Functions for Targeted Marketing.
Proceedings of the 25th International Computer Software and Applications Conference (COMPSAC 2001), 2001
On Modeling Data Mining with Granular Computing.
Proceedings of the 25th International Computer Software and Applications Conference (COMPSAC 2001), 2001
2000
A Non-Euclidean Model for Web Retrieval.
Proceedings of the Web-Age Information Management, First International Conference, 2000
Interpreting Fuzzy Membership Functions in the Theory of Rough Sets.
Proceedings of the Rough Sets and Current Trends in Computing, 2000
On Association, Similarity and Dependency of Attributes.
Proceedings of the Knowledge Discovery and Data Mining, 2000
Information tables with neighborhood semantics.
Proceedings of the Data Mining and Knowledge Discovery: Theory, 2000
1999
On the Rough Realations: An Alternative Formulation.
Proceedings of the New Directions in Rough Sets, 1999
A Generalized Decision Logic in Interval-Set-Valued Information Tables.
Proceedings of the New Directions in Rough Sets, 1999
Peculiarity Oriented Multi-database Mining.
Proceedings of the Principles of Data Mining and Knowledge Discovery, 1999
An Analysis of Quantitative Measures Associated with Rules.
Proceedings of the Methodologies for Knowledge Discovery and Data Mining, 1999
On Information-Theoretic Measures of Attribute Importance.
Proceedings of the Methodologies for Knowledge Discovery and Data Mining, 1999
1998
Data Mining Using Extensions of the Rough Set Model.
J. Am. Soc. Inf. Sci., 1998
Interpretation of Belief Functions in The Theory of Rough Sets.
Inf. Sci., 1998
Relational Interpretations of Neigborhood Operators and Rough Set Approximation Operators.
Inf. Sci., 1998
A Comparative Study of Fuzzy Sets and Rough Sets.
Inf. Sci., 1998
Constructive and Algebraic Methods of the Theory of Rough Sets.
Inf. Sci., 1998
On Generalizing Pawlak Approximation Operators.
Proceedings of the Rough Sets and Current Trends in Computing, 1998
1997
Interval Approaches for Uncertain Reasoning.
Proceedings of the Foundations of Intelligent Systems, 10th International Symposium, 1997
1996
On the Completeness of Incidence Calculus.
J. Autom. Reason., 1996
Two views of the theory of rough sets in finite universes.
Int. J. Approx. Reason., 1996
Generalization of Rough Sets using Modal Logics.
Intell. Autom. Soft Comput., 1996
Comparison of Rough-Set and Interval-Set Models for Uncertain Reasoning.
Fundam. Informaticae, 1996
1995
On Modeling Information Retrieval with Probabilistic Inference.
ACM Trans. Inf. Syst., 1995
Measuring Retrieval Effectiveness Based on User Preference of Documents.
J. Am. Soc. Inf. Sci., 1995
On Modeling Uncertainty with Interval Structures.
Comput. Intell., 1995
1994
LI-Engine: a New Sequential Control Model for Prolog.
Proceedings of the ILPS 1994, 1994
Logics Systems for Approximate Reasoning: Approximation via Rough Sets and Topological Spaces.
Proceedings of the Methodologies for Intelligent Systems, 8th International Symposium, 1994
1993
A Probabilistic Method for Computing Term-by-Term Relationships.
J. Am. Soc. Inf. Sci., 1993
Computation of Term Associations by a Neural Network.
Proceedings of the 16th Annual International ACM-SIGIR Conference on Research and Development in Information Retrieval. Pittsburgh, PA, USA, June 27, 1993
Uncertain Reasoning with Interval-Set Algebra.
Proceedings of the Rough Sets, 1993
An application of neural networks in adaptive information retrieval.
Proceedings of International Conference on Neural Networks (ICNN'88), San Francisco, CA, USA, March 28, 1993
Interval-Set Algebra for Qualitative Knowledge Representation.
Proceedings of the Computing and Information, 1993
1992
An Information-Theoretic Measure of Term Specificity.
J. Am. Soc. Inf. Sci., 1992
A Decision Theoretic Framework for Approximating Concepts.
Int. J. Man Mach. Stud., 1992
Characterization of Comparative Belief Structures.
Int. J. Man Mach. Stud., 1992
Interval Structure: A Framework for Representing Uncertain Information.
Proceedings of the UAI '92: Proceedings of the Eighth Annual Conference on Uncertainty in Artificial Intelligence, 1992
An Analysis of Vector Space Models Based on Computational Geometry.
Proceedings of the 15th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. Copenhagen, 1992
Non-Numeric Belief Structures.
Proceedings of the Computing and Information, 1992
1991
Axiomatization of qualitative belief structure.
IEEE Trans. Syst. Man Cybern., 1991
Evaluation of an adaptive linear model.
J. Am. Soc. Inf. Sci., 1991
A probabilistic inference model for information retrieval.
Inf. Syst., 1991
Compatibility of Quantitative and Qualitative Representations of Belief.
Proceedings of the UAI '91: Proceedings of the Seventh Annual Conference on Uncertainty in Artificial Intelligence, 1991
Preference Structure, Inference and Set-Oriented Retrieval.
Proceedings of the 14th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. Chicago, 1991
Towards Implementing Valuation Based Systems with Relational Databases.
Proceedings of the Methodologies for Intelligent Systems, 6th International Symposium, 1991
Propagation of Preference Relations in Qualitative Inference Networks.
Proceedings of the 12th International Joint Conference on Artificial Intelligence. Sydney, 1991
1990
Query formulation in linear retrieval models.
J. Am. Soc. Inf. Sci., 1990
A generalized binary probabilistic independence model.
J. Am. Soc. Inf. Sci., 1990
1989
A probability distribution model for information retrieval.
Inf. Process. Manag., 1989
1988
Linear Structure in Information Retrieval.
Proceedings of the SIGIR'88, 1988
1987
A Statistical Similarity Measure.
Proceedings of the Tenth Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 1987