Rough set methods and applications: new developments in knowledge discovery in information systems
Rough set methods and applications: new developments in knowledge discovery in information systems
Rough Sets: Theoretical Aspects of Reasoning about Data
Rough Sets: Theoretical Aspects of Reasoning about Data
Rough Sets in Knowledge Discovery 2: Applications, Case Studies, and Software Systems
Rough Sets in Knowledge Discovery 2: Applications, Case Studies, and Software Systems
Proceedings of the First International Conference on Rough Sets and Current Trends in Computing
RSCTC '98 Proceedings of the First International Conference on Rough Sets and Current Trends in Computing
RSFDGrC '99 Proceedings of the 7th International Workshop on New Directions in Rough Sets, Data Mining, and Granular-Soft Computing
Decision Rules, Bayes' Rule and Ruogh Sets
RSFDGrC '99 Proceedings of the 7th International Workshop on New Directions in Rough Sets, Data Mining, and Granular-Soft Computing
Feature construction for reduction of tabular knowledge-based systems
Information Sciences—Informatics and Computer Science: An International Journal
Mining Ontology for Automatically Acquiring Web User Information Needs
IEEE Transactions on Knowledge and Data Engineering
Dominance-based rough set approach and knowledge reductions in incomplete ordered information system
Information Sciences: an International Journal
A weighted rough set based method developed for class imbalance learning
Information Sciences: an International Journal
A rough margin based support vector machine
Information Sciences: an International Journal
Generalisation of roughness bounds in rough set operations
International Journal of Approximate Reasoning
Stochastic dominance-based rough set model for ordinal classification
Information Sciences: an International Journal
Improving Business Failure Predication Using Rough Sets with Non-financial Variables
ICANNGA '07 Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part I
An Incremental Learning Algorithm Based on Rough Set Theory
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part III: ICCS 2007
RST-Based RBF Neural Network Modeling for Nonlinear System
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks
A New Rough Set Reduct Algorithm Based on Particle Swarm Optimization
IWINAC '07 Proceedings of the 2nd international work-conference on The Interplay Between Natural and Artificial Computation, Part I: Bio-inspired Modeling of Cognitive Tasks
An Improved SVM Classifier for Medical Image Classification
RSEISP '07 Proceedings of the international conference on Rough Sets and Intelligent Systems Paradigms
Rough Sets in Hybrid Soft Computing Systems
ADMA '07 Proceedings of the 3rd international conference on Advanced Data Mining and Applications
Extracting Multi-knowledge from fMRI Data through Swarm-Based Rough Set Reduction
HAIS '08 Proceedings of the 3rd international workshop on Hybrid Artificial Intelligence Systems
A comparative study on rough set based class imbalance learning
Knowledge-Based Systems
Credible rules in incomplete decision system based on descriptors
Knowledge-Based Systems
A collaborative anti-spam system
Expert Systems with Applications: An International Journal
Contingency matrix theory: Statistical dependence in a contingency table
Information Sciences: an International Journal
Research of Knowledge Reduction Based on New Conditional Entropy
RSKT '09 Proceedings of the 4th International Conference on Rough Sets and Knowledge Technology
OWA rough set model for forecasting the revenues growth rate of the electronic industry
Expert Systems with Applications: An International Journal
Dominance-based rough set approach to incomplete interval-valued information system
Data & Knowledge Engineering
A hybrid approach of DEA, rough set and support vector machines for business failure prediction
Expert Systems with Applications: An International Journal
A new extension of fuzzy sets using rough sets: R-fuzzy sets
Information Sciences: an International Journal
Attributes reduction based on important degree of attributes in incomplete information system
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
WSEAS TRANSACTIONS on SYSTEMS
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
A rough set approach for selecting clustering attribute
Knowledge-Based Systems
Ontology based web mining for information gathering
WImBI'06 Proceedings of the 1st WICI international conference on Web intelligence meets brain informatics
Expert Systems with Applications: An International Journal
New reduction algorithm based on decision power of decision table
RSKT'08 Proceedings of the 3rd international conference on Rough sets and knowledge technology
Application of SVM based on rough sets to short-term load forecasting
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
An uncertain reasoning approach with application to satellite fault detection
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 3
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 6
Research on rough set theory and applications in China
Transactions on rough sets VIII
Reference points and roughness
Information Sciences: an International Journal
Research on the model of rough set over dual-universes
Knowledge-Based Systems
ISTASC'10 Proceedings of the 10th WSEAS international conference on Systems theory and scientific computation
DRSA decision algorithm analysis in stylometric processing of literary texts
RSCTC'10 Proceedings of the 7th international conference on Rough sets and current trends in computing
A new knowledge reduction algorithm based on decision power in rough set
Transactions on rough sets XII
Sequential covering rule induction algorithm for variable consistency rough set approaches
Information Sciences: an International Journal
Data classification using rough sets and naïve Bayes
RSKT'10 Proceedings of the 5th international conference on Rough set and knowledge technology
Topology vs generalized rough sets
International Journal of Approximate Reasoning
Context-aware recommendation using rough set model and collaborative filtering
Artificial Intelligence Review
Prediction of microdrill breakage using rough sets
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Reduct-based analysis of decision algorithms: application in computational stylistics
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part II
Valued dominance-based rough set approach to incomplete information system
Transactions on computational science XIII
Application of DRSA-ANN classifier in computational stylistics
ISMIS'11 Proceedings of the 19th international conference on Foundations of intelligent systems
WISS'10 Proceedings of the 2010 international conference on Web information systems engineering
Optimal sub-reducts with test cost constraint
RSKT'11 Proceedings of the 6th international conference on Rough sets and knowledge technology
Ship synchronous generator modeling based on RST and RBF neural networks
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
A two-grade approach to ranking interval data
Knowledge-Based Systems
Expanding tolerance RST models based on cores of maximal compatible blocks
RSCTC'06 Proceedings of the 5th international conference on Rough Sets and Current Trends in Computing
Rough set-based analysis of characteristic features for ANN classifier
HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part I
How many reference patterns can improve profitability for real-time trading in futures market?
Expert Systems with Applications: An International Journal
Roughness bounds in rough set operations
Information Sciences: an International Journal
Rule-Based approach to computational stylistics
SIIS'11 Proceedings of the 2011 international conference on Security and Intelligent Information Systems
Rough set theory applied to lattice theory
Information Sciences: an International Journal
Rough-Set-based timing characteristic analyses of distance protective relay
Applied Soft Computing
A hybrid KMV model, random forests and rough set theory approach for credit rating
Knowledge-Based Systems
Test-cost-sensitive attribute reduction
Information Sciences: an International Journal
Using Recommendation to Support Adaptive Clinical Pathways
Journal of Medical Systems
Attribute reduction of data with error ranges and test costs
Information Sciences: an International Journal
Supporting adaptive clinical treatment processes through recommendations
Computer Methods and Programs in Biomedicine
Minimum cost attribute reduction in decision-theoretic rough set models
Information Sciences: an International Journal
Rough sets and neural networks based aerial images segmentation method
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part IV
Axiomatic systems for rough set-valued homomorphisms of associative rings
International Journal of Approximate Reasoning
On Quasi Discrete Topological Spaces in Information Systems
International Journal of Artificial Life Research
Combining rough set and case based reasoning for process conditions selection in camshaft grinding
Journal of Intelligent Manufacturing
Unsupervised feature selection using rough set and teaching learning-based optimisation
International Journal of Artificial Intelligence and Soft Computing
Quick attribute reduction in inconsistent decision tables
Information Sciences: an International Journal
On an optimization representation of decision-theoretic rough set model
International Journal of Approximate Reasoning
A complete ranking of incomplete interval information
Expert Systems with Applications: An International Journal
On the rough consistency measures of logic theories and approximate reasoning in rough logic
International Journal of Approximate Reasoning
Decision rule length as a basis for evaluation of attribute relevance
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - Recent Advances in Soft Computing: Theories and Applications
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Rough set based data analysis starts from a data table, called an information system. The information system contains data about objects of interest characterized in terms of some attributes. Often we distinguish in the information system condition and decision attributes. Such information system is called a decision table. The decision table describes decisions in terms of conditions that must be satisfied in order to carry out the decision specified in the decision table. With every decision table a set of decision rules, called a decision algorithm can be associated. It is shown that every decision algorithm reveals some well-known probabilistic properties, in particular it satisfies the total probability theorem and the Bayes' theorem. These properties give a new method of drawing conclusions from data, without referring to prior and posterior probabilities, inherently associated with Bayesian reasoning.