Rough sets: probabilistic versus deterministic approach

On modeling information retrieval with probabilistic inference

ACM Transactions on Information Systems (TOIS)

Unsupervised Rough Set Classification Using GAs

Journal of Intelligent Information Systems

Applying Knowledge Discovery to Predict Water-Supply Consumption

IEEE Expert: Intelligent Systems and Their Applications

Rough Sets for Uncertainty Reasoning

RSCTC '00 Revised Papers from the Second International Conference on Rough Sets and Current Trends in Computing

On Information-Theoretic Measures of Attribute Importance

PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining

Data mining tasks and methods: Rule discovery: rough set approaches for discovering rules and attribute dependencies

Handbook of data mining and knowledge discovery

Fuzzy random events in incomplete probability models

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

Fuzzy-rough nearest neighbor algorithms in classification

Fuzzy Sets and Systems

Rough set based approach for inducing decision trees

Knowledge-Based Systems

Attribute reduction in decision-theoretic rough set models

Information Sciences: an International Journal

Probabilistic rough set approximations

International Journal of Approximate Reasoning

Probabilistic approach to rough sets

International Journal of Approximate Reasoning

A new measure of uncertainty based on knowledge granulation for rough sets

Information Sciences: an International Journal

A Note on Attribute Reduction in the Decision-Theoretic Rough Set Model

RSCTC '08 Proceedings of the 6th International Conference on Rough Sets and Current Trends in Computing

A Comparison of the LERS Classification System and Rule Management in PRSM

RSCTC '08 Proceedings of the 6th International Conference on Rough Sets and Current Trends in Computing

A Development of Inclusion-degree-based Rough Fuzzy Random Sets

Fundamenta Informaticae

Research of reduct features in the variable precision rough set model

Neurocomputing

Application of VPRS model with enhanced threshold parameter selection mechanism to automatic stock market forecasting and portfolio selection

Expert Systems with Applications: An International Journal

Three-Way Decision: An Interpretation of Rules in Rough Set Theory

RSKT '09 Proceedings of the 4th International Conference on Rough Sets and Knowledge Technology

Intelligent Decision Support Based on Influence Diagrams with Rough Sets

RSFDGrC '07 Proceedings of the 11th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing

A Hybrid Documents Classification Based on SVM and Rough Sets

AST '09 Proceedings of the 2009 International e-Conference on Advanced Science and Technology

Semi-supervised Rough Cost/Benefit Decisions

Fundamenta Informaticae - Fundamentals of Knowledge Technology

Three-way decisions with probabilistic rough sets

Information Sciences: an International Journal

A survey of online failure prediction methods

ACM Computing Surveys (CSUR)

A Bio-inspired Evolutionary Approach to Identifying Minimal Length Decision Rules in Emotional Usability Engineering

KES '09 Proceedings of the 13th International Conference on Knowledge-Based and Intelligent Information and Engineering Systems: Part II

Constructive and algebraic methods of the theory of rough sets

Information Sciences: an International Journal

Selecting discrete and continuous features based on neighborhood decision error minimization

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics

A model based on rough set theory combined with algebraic structure and its application: Bridges maintenance management evaluation

Expert Systems with Applications: An International Journal

Decision-theoretic rough set models

RSKT'07 Proceedings of the 2nd international conference on Rough sets and knowledge technology

Combination of rough sets and genetic algorithms for text classification

AIS-ADM'07 Proceedings of the 2nd international conference on Autonomous intelligent systems: agents and data mining

Discovering patterns of DNA methylation: rule mining with rough sets and decision trees, and comethylation analysis

PReMI'07 Proceedings of the 2nd international conference on Pattern recognition and machine intelligence

Probabilistic rough sets characterized by fuzzy sets

RSFDGrC'03 Proceedings of the 9th international conference on Rough sets, fuzzy sets, data mining, and granular computing

Scale coarsening as feature selection

ICFCA'08 Proceedings of the 6th international conference on Formal concept analysis

Multiple-source approximation systems: membership functions and indiscernibility

RSKT'08 Proceedings of the 3rd international conference on Rough sets and knowledge technology

Knowledge-based genetic algorithms

RSKT'08 Proceedings of the 3rd international conference on Rough sets and knowledge technology

Rough multi-category decision theoretic framework

RSKT'08 Proceedings of the 3rd international conference on Rough sets and knowledge technology

Applications of an enhanced cluster validity index method based on the Fuzzy C-means and rough set theories to partition and classification

Expert Systems with Applications: An International Journal

Research on the model of rough set over dual-universes

Knowledge-Based Systems

A study of multiple-source approximation systems

Transactions on rough sets XII

Interval set clustering

Expert Systems with Applications: An International Journal

The superiority of three-way decisions in probabilistic rough set models

Information Sciences: an International Journal

Multiple-category classification with decision-theoretic rough sets

RSKT'10 Proceedings of the 5th international conference on Rough set and knowledge technology

Naive Bayesian rough sets

RSKT'10 Proceedings of the 5th international conference on Rough set and knowledge technology

A probability maximization model based on rough approximation and its application to the inventory problem

International Journal of Approximate Reasoning

A note on attribute reduction in the decision-theoretic rough set model

Transactions on rough sets XIII

Probabilistic model criteria with decision-theoretic rough sets

Information Sciences: an International Journal

Determination of the threshold value β of variable precision rough set by fuzzy algorithms

International Journal of Approximate Reasoning

Diverse reduct subspaces based co-training for partially labeled data

International Journal of Approximate Reasoning

Generalized parameterized approximations

RSKT'11 Proceedings of the 6th international conference on Rough sets and knowledge technology

An optimization viewpoint of decision-theoretic rough set model

RSKT'11 Proceedings of the 6th international conference on Rough sets and knowledge technology

Attribute reduction in decision-theoretic rough set model: a further investigation

RSKT'11 Proceedings of the 6th international conference on Rough sets and knowledge technology

A new formulation of multi-category decision-theoretic rough sets

RSKT'11 Proceedings of the 6th international conference on Rough sets and knowledge technology

Grey sets and greyness

Information Sciences: an International Journal

An enhanced classification method comprising a genetic algorithm, rough set theory and a modified PBMF-index function

Applied Soft Computing

Interval structure: a framework for representing uncertain information

UAI'92 Proceedings of the Eighth international conference on Uncertainty in artificial intelligence

Partition dependencies in hierarchies of probabilistic decision tables

RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology

A VPRSM based approach for inducing decision trees

RSKT'06 Proceedings of the First international conference on Rough Sets and Knowledge Technology

Uncertainty measurement for interval-valued decision systems based on extended conditional entropy

Knowledge-Based Systems

ComEnVprs: a novel approach for inducing decision tree classifiers

ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications

Credit scoring analysis using a fuzzy probabilistic rough set model

Computational Statistics & Data Analysis

Bayesian rough set model: A further investigation

International Journal of Approximate Reasoning

CD: a coupled discretization algorithm

PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II

Two Semantic Issues in a Probabilistic Rough Set Model

Fundamenta Informaticae - Advances in Rough Set Theory

Semi-supervised Rough Cost/Benefit Decisions

Fundamenta Informaticae - Fundamentals of Knowledge Technology

A Development of Inclusion-degree-based Rough Fuzzy Random Sets

Fundamenta Informaticae

Rough Sets, Rough Relations And Rough Functions

Fundamenta Informaticae

Variable Precision Extension Of Rough Sets

Fundamenta Informaticae

Tolerance Approximation Spaces

Fundamenta Informaticae

A Multiple-category Classification Approach with Decision-theoretic Rough Sets

Fundamenta Informaticae - Rough Sets and Knowledge Technology (RSKT 2010)

Minimum cost attribute reduction in decision-theoretic rough set models

Information Sciences: an International Journal

In Search of Effective Granulization with DTRS for Ternary Classification

International Journal of Cognitive Informatics and Natural Intelligence

Entropy measures and granularity measures for set-valued information systems

Information Sciences: an International Journal

Fuzzy probabilistic rough set model on two universes and its applications

International Journal of Approximate Reasoning

Generalized probabilistic approximations

Transactions on Rough Sets XVI

Generalized probabilistic approximations of incomplete data

International Journal of Approximate Reasoning

Incorporating logistic regression to decision-theoretic rough sets for classifications

International Journal of Approximate Reasoning

Multi-class decision-theoretic rough sets

International Journal of Approximate Reasoning

An axiomatic characterization of probabilistic rough sets

International Journal of Approximate Reasoning

On an optimization representation of decision-theoretic rough set model

International Journal of Approximate Reasoning

A simple utility function with the rules-verified weights for analyzing the top competitiveness of WCY 2012

Knowledge-Based Systems

An Experimental Comparison of Three Probabilistic Approximations Used for Rule Induction

Fundamenta Informaticae - To Andrzej Skowron on His 70th Birthday

Weak Dependencies in Approximation Spaces

Fundamenta Informaticae - To Andrzej Skowron on His 70th Birthday