From rough set theory to evidence theory

Rough sets

Communications of the ACM

Discovery of Temporal Knowledge in Medical Time-Series Databases Using Moving Average, Multiscale Matching, and Rule Induction

PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery

Mining Positive and Negative Knowledge in Clinical Databases Based on Rough Set Model

PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery

Mining Hierarchical Decision Rules from Clinical Databases Using Rough Sets aaand Medical Diagnostic Model

PKDD '02 Proceedings of the 6th European Conference on Principles of Data Mining and Knowledge Discovery

Automated Discovery of Decision Rule Chains Using Rough Sets and Medical Diagnostic Model

ISMIS '02 Proceedings of the 13th International Symposium on Foundations of Intelligent Systems

Fuzzy Partitions II: Belief Functions. A Probalistic View

RSCTC '98 Proceedings of the First International Conference on Rough Sets and Current Trends in Computing

A New Qualitative Rough-Set Approach to Modeling Belief Functions

RSCTC '98 Proceedings of the First International Conference on Rough Sets and Current Trends in Computing

An Approach to Statistical Extention of Rough Set Rule Induction

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

Diagnostic Reasoning from the Viewpoint of Rough Sets

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

Accuracy and Coverage in Rough Set Rule Induction

TSCTC '02 Proceedings of the Third International Conference on Rough Sets and Current Trends in Computing

Statistical Test for Rough Set Approximation Based on Fisher's Exact Test

TSCTC '02 Proceedings of the Third International Conference on Rough Sets and Current Trends in Computing

Discovery of Positive and Negative Knowledge in Medical Databases Using Rough Sets

Progress in Discovery Science, Final Report of the Japanese Discovery Science Project

Validation of concept representation with rule induction and linguistic variables

Data mining, rough sets and granular computing

Discovery of approximate knowledge in medical databases based on rough set model

Data mining, rough sets and granular computing

Applying rough set theory to multi stage medical diagnosing

Fundamenta Informaticae

Pattern Discovery based on Rule Induction and Taxonomy Generation

ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining

Visualization of Rule's Similarity using Multidimensional Scaling

ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining

An axiomatic characterization of a fuzzy generalization of rough sets

Information Sciences—Informatics and Computer Science: An International Journal

Constructive and axiomatic approaches of fuzzy approximation operators

Information Sciences—Informatics and Computer Science: An International Journal - Mining stream data

Extraction of structure of medical diagnosis from clinical data

Fundamenta Informaticae - Special issue on the 9th international conference on rough sets, fuzzy sets, data mining and granular computing (RSFDGrC 2003)

Mining diagnostic rules from clinical databases using rough sets and medical diagnostic model

Information Sciences: an International Journal - Special issue: Medical expert systems

Semantics-Preserving Dimensionality Reduction: Rough and Fuzzy-Rough-Based Approaches

IEEE Transactions on Knowledge and Data Engineering

Knowledge reduction in random information systems via Dempster-Shafer theory of evidence

Information Sciences: an International Journal

Attribute reduction based on evidence theory in incomplete decision systems

Information Sciences: an International Journal

Combining rough decisions for intelligent text mining using Dempster's rule

Artificial Intelligence Review

Visualization of Differences between Rules' Syntactic and Semantic Similarities using Multidimensional Scaling

Fundamenta Informaticae - Special issue ISMIS'05

Outcomes of neural and rule-based classifiers as criterion in bi-objective evolutionary optimization of feature space in pattern recognition

CIMMACS'06 Proceedings of the 5th WSEAS International Conference on Computational Intelligence, Man-Machine Systems and Cybernetics

Detection of interesting rules using visualization of differences between rules' syntactic and semantic similarities using multidimensional scaling

International Journal of Knowledge-based and Intelligent Engineering Systems - Chance discovery

The algebraic structures of generalized rough set theory

Information Sciences: an International Journal

Medical Reasoning and Rough Sets

RSEISP '07 Proceedings of the international conference on Rough Sets and Intelligent Systems Paradigms

From an Information System to a Decision Support System

RSEISP '07 Proceedings of the international conference on Rough Sets and Intelligent Systems Paradigms

Indiscernibility Relation for Continuous Attributes: Application in Image Recognition

RSEISP '07 Proceedings of the international conference on Rough Sets and Intelligent Systems Paradigms

Degrees of conditional (in)dependence: A framework for approximate Bayesian networks and examples related to the rough set-based feature selection

Information Sciences: an International Journal

An Interpretation of Belief Functions on Infinite Universes in the Theory of Rough Sets

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

Modified Indiscernibility Relation in the Theory of Rough Sets with Real-Valued Attributes: Application to Recognition of Fraunhofer Diffraction Patterns

Transactions on Rough Sets IX

From Information System to Decision Support System

Transactions on Rough Sets IX

Uncertainty-aware Wireless Sensor Networks

International Journal of Mobile Communications

Contingency matrix theory: Statistical dependence in a contingency table

Information Sciences: an International Journal

Contingency Matrix Theory II: Degree of Dependence as Granularity

Fundamenta Informaticae - Cognitive Informatics, Cognitive Computing, and Their Denotational Mathematical Foundations (II)

Attribute Generalization and Fuzziness in Data Mining Contexts

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

On generalized fuzzy belief functions in infinite spaces

IEEE Transactions on Fuzzy Systems

Knowledge reduction in random information systems via Dempster-Shafer theory of evidence

Information Sciences: an International Journal

Rough set theory based on two universal sets and its applications

Knowledge-Based Systems

Mining multi-level diagnostic process rules from clinical databases using rough sets and medical diagnostic model

IFSA'03 Proceedings of the 10th international fuzzy systems association World Congress conference on Fuzzy sets and systems

An algorithm for checking dependencies of attributes in a table with non-deterministic information: a rough sets based approach

PRICAI'00 Proceedings of the 6th Pacific Rim international conference on Artificial intelligence

Pawlak's landscaping with rough sets

Transactions on rough sets VI

On generalizing rough set theory

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

Extracting structure of medical diagnosis: rough set approach

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

Characteristics of accuracy and coverage in rule induction

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

Linear independence in contingency table

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

Contingency matrix theory I: rank and statistical independence in a contigency table

Transactions on computational science II

Rule discovery process based on rough sets under the belief function framework

IPMU'10 Proceedings of the Computational intelligence for knowledge-based systems design, and 13th international conference on Information processing and management of uncertainty

On the relation between jumping emerging patterns and rough set theory with application to data classification

Transactions on rough sets XII

A model for the integration of prioritized knowledge bases through subjective belief games

IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans

Attribute reduction based on generalized fuzzy evidence theory in fuzzy decision systems

Fuzzy Sets and Systems

Rough sets with real valued attributes in evolutionary optimization of holographic ring wedge detector dedicated for neural network

ICS'06 Proceedings of the 10th WSEAS international conference on Systems

Recognition of the type of vehicle and the road obstacle in optimized HRWD-PNN based image processing system

ICS'06 Proceedings of the 10th WSEAS international conference on Systems

Some mathematical structures of generalized rough sets in infinite universes of discourse

Transactions on rough sets XIII

Combined rough sets with flow graph and formal concept analysis for business aviation decision-making

Journal of Intelligent Information Systems

Classification with dynamic reducts and belief functions

Transactions on rough sets XIV

LEM2-based rule induction from data tables with imprecise evaluations

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

Classification systems based on rough sets under the belief function framework

International Journal of Approximate Reasoning

Knowledge reduction in incomplete information systems based on dempster-shafer theory of evidence

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

Pawlak rough set model, medical reasoning and rule mining

RSCTC'06 Proceedings of the 5th international conference on Rough Sets and Current Trends in Computing

Upper and lower probabilities of fuzzy events induced by a fuzzy set-valued mapping

RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part I

On degree of dependence based on contingency matrix

RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part I

Simplifying the manager competency model by using the rough set approach

RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part II

Statistical independence from the viewpoint of linear algebra

ISMIS'05 Proceedings of the 15th international conference on Foundations of Intelligent Systems

On generalized rough fuzzy approximation operators

Transactions on Rough Sets V

Attribute reduction in decision-theoretic rough set models using genetic algorithm

SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I

Rough sets in the Soft Computing environment

Information Sciences: an International Journal

On Some Mathematical Structures of T-Fuzzy Rough Set Algebras in Infinite Universes of Discourse

Fundamenta Informaticae - Advances in Rough Set Theory

Contingency Matrix Theory II: Degree of Dependence as Granularity

Fundamenta Informaticae - Cognitive Informatics, Cognitive Computing, and Their Denotational Mathematical Foundations (II)

Visualization of Differences between Rules' Syntactic and Semantic Similarities using Multidimensional Scaling

Fundamenta Informaticae - Special issue ISMIS'05

Extraction of Structure of Medical Diagnosis from Clinical Data

Fundamenta Informaticae - The 9th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Conputing (RSFDGrC 2003)

Applying Rough Set Theory to Multi Stage Medical Diagnosing

Fundamenta Informaticae

Automated Deduction Techniques for Studying Rough Algebras

Fundamenta Informaticae

AN ALGEBRAIC FORMALIZATION OF THE RELATIONSHIP BETWEEN EVIDENTIAL STRUCTURES AND DATA TABLES

Fundamenta Informaticae

Rough Sets, Rough Relations And Rough Functions

Fundamenta Informaticae

Comparison Of Rough-Set And Interval-Set Models For Uncertain Reasoning

Fundamenta Informaticae

Knowledge Reduction in Random Incomplete Decision Tables via Evidence Theory

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

An Improved Axiomatic Definition of Information Granulation

Fundamenta Informaticae

Incremental rules induction method based on three rule layers

ISMIS'12 Proceedings of the 20th international conference on Foundations of Intelligent Systems

An Exponential Monte-Carlo algorithm for feature selection problems

Computers and Industrial Engineering

Evidence-theory-based numerical algorithms of attribute reduction with neighborhood-covering rough sets

International Journal of Approximate Reasoning

Two Database Related Interpretations of Rough Approximations: Data Organization and Query Execution

Fundamenta Informaticae - To Andrzej Skowron on His 70th Birthday