Comparison of the probabilistic approximate classification and the fuzzy set model
Fuzzy Sets and Systems
Explorations in parallel distributed processing: a handbook of models, programs, and exercises
Explorations in parallel distributed processing: a handbook of models, programs, and exercises
Rough sets and fuzzy sets—some remarks on interrelations
Fuzzy Sets and Systems
Interval valued intuitionistic fuzzy sets
Fuzzy Sets and Systems
Introduction to Grey system theory
The Journal of Grey System
Variable precision rough set model
Journal of Computer and System Sciences
From rough set theory to evidence theory
Advances in the Dempster-Shafer theory of evidence
Principles of uncertainty: what are they? Why do we need them?
Fuzzy Sets and Systems - Special issue on nuclear engineering
Communications of the ACM
Information Sciences: an International Journal
Interpretations of belief functions in the theory of rough sets
Information Sciences: an International Journal - From rough sets to soft computing
Relational interpretations of neighborhood operators and rough set approximation operators
Information Sciences—Informatics and Computer Science: An International Journal
Rough set approach to incomplete information systems
Information Sciences: an International Journal
Contributions to the theory of rough sets
Fundamenta Informaticae
Fuzzy Sets and Systems
&agr;-RST: a generalization of rough set theory
Information Sciences—Informatics and Computer Science: An International Journal
Using Rough Sets with Heuristics for Feature Selection
Journal of Intelligent Information Systems
Incomplete Information: Rough Set Analysis
Incomplete Information: Rough Set Analysis
Multi-Objective Optimization Using Evolutionary Algorithms
Multi-Objective Optimization Using Evolutionary Algorithms
A comparative study of fuzzy rough sets
Fuzzy Sets and Systems
Current Approaches to Handling Imperfect Information in Data and Knowledge Bases
IEEE Transactions on Knowledge and Data Engineering
A Generalized Definition of Rough Approximations Based on Similarity
IEEE Transactions on Knowledge and Data Engineering
Computers and Industrial Engineering
Rough-Fuzzy MLP: Modular Evolution, Rule Generation, and Evaluation
IEEE Transactions on Knowledge and Data Engineering
RSKD '93 Proceedings of the International Workshop on Rough Sets and Knowledge Discovery: Rough Sets, Fuzzy Sets and Knowledge Discovery
Rough Sets for Uncertainty Reasoning
RSCTC '00 Revised Papers from the Second International Conference on Rough Sets and Current Trends in Computing
Neural Networks Design: Rough Set Approach to Continuous Data
PKDD '97 Proceedings of the First European Symposium on Principles of Data Mining and Knowledge Discovery
Soft data mining, computational theory of perceptions, and rough-fuzzy approach
Information Sciences: an International Journal - Special issue: Soft computing data mining
Semantics-Preserving Dimensionality Reduction: Rough and Fuzzy-Rough-Based Approaches
IEEE Transactions on Knowledge and Data Engineering
Two new operators in rough set theory with applications to fuzzy sets
Information Sciences—Informatics and Computer Science: An International Journal
Differential Evolution: A Practical Approach to Global Optimization (Natural Computing Series)
Differential Evolution: A Practical Approach to Global Optimization (Natural Computing Series)
Feature selection based on rough sets and particle swarm optimization
Pattern Recognition Letters
Entropies and Co-Entropies of Coverings with Application to Incomplete Information Systems
Fundamenta Informaticae - New Frontiers in Scientific Discovery - Commemorating the Life and Work of Zdzislaw Pawlak
A grey-based rough approximation model for interval data processing
Information Sciences: an International Journal
Feature Selection Algorithms Using Rough Set Theory
ISDA '07 Proceedings of the Seventh International Conference on Intelligent Systems Design and Applications
On heuristics as a fundamental constituent of soft computing
Fuzzy Sets and Systems
Is there a need for fuzzy logic?
Information Sciences: an International Journal
Parameterized rough set model using rough membership and Bayesian confirmation measures
International Journal of Approximate Reasoning
Probabilistic rough set approximations
International Journal of Approximate Reasoning
Probabilistic approach to rough sets
International Journal of Approximate Reasoning
Variable precision rough set for group decision-making: An application
International Journal of Approximate Reasoning
Rough Sets in Hybrid Soft Computing Systems
ADMA '07 Proceedings of the 3rd international conference on Advanced Data Mining and Applications
Feature Selection through Dynamic Mesh Optimization
CIARP '08 Proceedings of the 13th Iberoamerican congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications
Study on Discretization in Rough Set Via Modified Quantum Genetic Algorithm
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Artificial Intelligence
Review: Dimensionality reduction based on rough set theory: A review
Applied Soft Computing
Soft Computing: Techniques and its Applications in Electrical Engineering
Soft Computing: Techniques and its Applications in Electrical Engineering
Rough set-based heuristic hybrid recognizer and its application in fault diagnosis
Expert Systems with Applications: An International Journal
RSFDGrC '07 Proceedings of the 11th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing
Computers and Operations Research
Fuzzy-rough data reduction with ant colony optimization
Fuzzy Sets and Systems
On the topological properties of fuzzy rough sets
Fuzzy Sets and Systems
A comparative study of fuzzy sets and rough sets
Information Sciences: an International Journal
Knowledge reduction in random information systems via Dempster-Shafer theory of evidence
Information Sciences: an International Journal
A hybrid model based on rough sets theory and genetic algorithms for stock price forecasting
Information Sciences: an International Journal
On the compact computational domain of fuzzy-rough sets
Pattern Recognition Letters
On generalizing rough set theory
RSFDGrC'03 Proceedings of the 9th international conference on Rough sets, fuzzy sets, data mining, and granular computing
Feature selection with fuzzy decision reducts
RSKT'08 Proceedings of the 3rd international conference on Rough sets and knowledge technology
Expert Systems with Applications: An International Journal
Attribute reduction in ordered information systems based on evidence theory
Knowledge and Information Systems
Information Sciences: an International Journal
Intuitionistic Fuzzy Sets: Theory and Applications
Intuitionistic Fuzzy Sets: Theory and Applications
Probabilistic model criteria with decision-theoretic rough sets
Information Sciences: an International Journal
Information Sciences: an International Journal
PRIB'06 Proceedings of the 2006 international conference on Pattern Recognition in Bioinformatics
Transactions on Rough Sets III
High-order and multilayer perceptron initialization
IEEE Transactions on Neural Networks
Rough fuzzy MLP: knowledge encoding and classification
IEEE Transactions on Neural Networks
Using one axiom to characterize rough set and fuzzy rough set approximations
Information Sciences: an International Journal
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Problem-solving in situations of uncertainty is a key issue in achieving effective computational systems. Various techniques have been developed to address uncertainty, including Soft Computing, which has established itself as an area of significant interest. On the other hand, rough sets theory has become an effective means of dealing with uncertainty, particularly when it arises as a result of inconsistencies in the data. The present paper surveys an analysis of the relationship between rough sets and other components of Soft Computing, and of how this hybridization helps improve system performance.