Dynamic Reducts as a Tool for Extracting Laws from Decisions Tables

A reduction algorithm meeting users' requirements

Journal of Computer Science and Technology

Rough set methods in feature selection and recognition

Pattern Recognition Letters - Special issue: Rough sets, pattern recognition and data mining

Covering with Reducts - A Fast Algorithm for Rule Generation

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

Discretization Problem for Rough Sets Methods

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

Feature ranking in rough sets

AI Communications - Special issue on Artificial intelligence advances in China

Rough Neural Network of Variable Precision

Neural Processing Letters

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

IEEE Transactions on Knowledge and Data Engineering

Rough set approach for attribute reduction and rule generation: a case of patients with suspected breast cancer

Journal of the American Society for Information Science and Technology

Feature ranking in rough sets

AI Communications - Artificial Intelligence Advances in China

Ensembles of Classifiers Based on Approximate Reducts

Fundamenta Informaticae - Concurrency Specification and Programming (CS&P'2000)

Fuzzy rough sets hybrid scheme for breast cancer detection

Image and Vision Computing

Reducts and Constructs in Attribute Reduction

Fundamenta Informaticae - International Conference on Soft Computing and Distributed Processing (SCDP'2002)

Rough Set Approach for Generation of Classification Rules of Breast Cancer Data

Informatica

Attribute Core Computation Based on Divide and Conquer Method

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

Fast Discovery of Minimal Sets of Attributes Functionally Determining a Decision Attribute

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

Rough sets approach to symbolic value partition

International Journal of Approximate Reasoning

Computational Intelligence Techniques Applied to Magnetic Resonance Spectroscopy Data of Human Brain Cancers

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

FUN: Fast Discovery of Minimal Sets of Attributes Functionally Determining a Decision Attribute

Transactions on Rough Sets IX

Hierarchical Classifiers for Complex Spatio-temporal Concepts

Transactions on Rough Sets IX

Adapted variable precision rough set approach for EEG analysis

Artificial Intelligence in Medicine

Dynamic Reduct from Partially Uncertain Data Using Rough Sets

RSFDGrC '09 Proceedings of the 12th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing

Analysis on classification performance of rough set based reducts

PRICAI'06 Proceedings of the 9th Pacific Rim international conference on Artificial intelligence

Finding relevant attributes in high dimensional data: a distributed computing hybrid data mining strategy

Transactions on rough sets VI

Rough sets in bioinformatics

Transactions on rough sets VII

Rough set methods for constructing support vector machines

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

Rough set-based decision tree construction algorithm

ICCSA'07 Proceedings of the 2007 international conference on Computational science and its applications - Volume Part I

A comparison of dynamic and static belief rough set classifier

RSCTC'10 Proceedings of the 7th international conference on Rough sets and current trends in computing

Discovering rules-based similarity in microarray data

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

Rough sets for selection of molecular descriptors to predict biological activity of molecules

IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews

A novel hybrid optimization algorithm of computational intelligence techniques for highway passenger volume prediction

Expert Systems with Applications: An International Journal

Rough set based maximum relevance-maximum significance criterion and Gene selection from microarray data

International Journal of Approximate Reasoning

Classification with dynamic reducts and belief functions

Transactions on rough sets XIV

Incremental learning in AttributeNets with dynamic reduct and IQuickReduct

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

Applying PSO in finding useful features

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

Parallel island model for attribute reduction

PReMI'05 Proceedings of the First international conference on Pattern Recognition and Machine Intelligence

Incremental attribute reduction based on elementary sets

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

Relevant attribute discovery in high dimensional data based on rough sets and unsupervised classification: application to leukemia gene expressions

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

Extracting classification rules with support rough neural networks

MDAI'05 Proceedings of the Second international conference on Modeling Decisions for Artificial Intelligence

The rough set exploration system

Transactions on Rough Sets III

Approximate boolean reasoning: foundations and applications in data mining

Transactions on Rough Sets V

Test-cost-sensitive attribute reduction

Information Sciences: an International Journal

Attribute reduction of data with error ranges and test costs

Information Sciences: an International Journal

Data and knowledge visualization with virtual reality spaces, neural networks and rough sets: Application to cancer and geophysical prospecting data

Expert Systems with Applications: An International Journal

Dynamic rule-based similarity model for DNA microarray data

Transactions on Rough Sets XV

Reducts and Constructs in Attribute Reduction

Fundamenta Informaticae - International Conference on Soft Computing and Distributed Processing (SCDP'2002)

Ensembles of Classifiers Based on Approximate Reducts

Fundamenta Informaticae - Concurrency Specification and Programming (CS&P'2000)

From Optimal Hyperplanes to Optimal Decision Trees

Fundamenta Informaticae

Query Approximate Answering System for an Incomplete DKBS

Fundamenta Informaticae

Decision Algorithms: a Survey of Rough Set - Theoretic Methods

Fundamenta Informaticae

Discovery of Concurrent Data Models from Experimental Tables: A Rough Set Approach

Fundamenta Informaticae

Quantitative analysis for covering-based rough sets through the upper approximation number

Information Sciences: an International Journal

Alternative rule induction methods based on incremental object using rough set theory

Applied Soft Computing

Finding rough and fuzzy-rough set reducts with SAT

Information Sciences: an International Journal

An extension to rough c-means clustering algorithm based on boundary area elements discrimination

Transactions on Rough Sets XVI

The concept of reducts in pawlak three-step rough set analysis

Transactions on Rough Sets XVI

Feature selection with test cost constraint

International Journal of Approximate Reasoning

Random Reducts: A Monte Carlo Rough Set-based Method for Feature Selection in Large Datasets

Fundamenta Informaticae - To Andrzej Skowron on His 70th Birthday