A new version of the rule induction system LERS
Fundamenta Informaticae
Rough mereological foundations for design, analysis, synthesis, and control in distributed systems
Information Sciences: an International Journal - From rough sets to soft computing
Rough set approach to incomplete information systems
Information Sciences: an International Journal
Rules in incomplete information systems
Information Sciences: an International Journal
On semantic issues connected with incomplete information databases
ACM Transactions on Database Systems (TODS)
On Databases with Incomplete Information
Journal of the ACM (JACM)
A relational model of data for large shared data banks
Communications of the ACM
Rough Sets in Knowledge Discovery 2: Applications, Case Studies, and Software Systems
Rough Sets in Knowledge Discovery 2: Applications, Case Studies, and Software Systems
An Algorithm for Finding Equivalence Relations from Tables with Non-Deterministic Information
RSFDGrC '99 Proceedings of the 7th International Workshop on New Directions in Rough Sets, Data Mining, and Granular-Soft Computing
On the Unknown Attribute Values in Learning from Examples
ISMIS '91 Proceedings of the 6th International Symposium on Methodologies for Intelligent Systems
PRICAI'00 Proceedings of the 6th Pacific Rim international conference on Artificial intelligence
Applying Rough Sets to Data Tables Containing Missing Values
RSEISP '07 Proceedings of the international conference on Rough Sets and Intelligent Systems Paradigms
On a Rough Sets Based Tool for Generating Rules from Data with Categorical and Numerical Values
MDAI '07 Proceedings of the 4th international conference on Modeling Decisions for Artificial Intelligence
Applying Rough Sets to Information Tables Containing Probabilistic Values
MDAI '07 Proceedings of the 4th international conference on Modeling Decisions for Artificial Intelligence
Rules and Apriori Algorithm in Non-deterministic Information Systems
Transactions on Rough Sets IX
Proceedings of the 2005 conference on Advances in Logic Based Intelligent Systems: Selected Papers of LAPTEC 2005
Rough Sets under Non-deterministic Information
RSKT '09 Proceedings of the 4th International Conference on Rough Sets and Knowledge Technology
Lower and upper approximations in data tables containing possibilistic information
Transactions on rough sets VII
Applying rough sets to information tables containing possibilistic values
Transactions on computational science II
Stable rule extraction and decision making in rough non-deterministic information analysis
International Journal of Hybrid Intelligent Systems - Rough and Fuzzy Methods for Data Mining
Dual rough approximations in information tables with missing values
RSFDGrC'11 Proceedings of the 13th international conference on Rough sets, fuzzy sets, data mining and granular computing
MDAI'05 Proceedings of the Second international conference on Modeling Decisions for Artificial Intelligence
Transactions on Rough Sets II
On a rough sets based data mining tool in prolog: an overview
INAP'05 Proceedings of the 16th international conference on Applications of Declarative Programming and Knowledge Management
Hi-index | 0.00 |
This paper presents a tool for handling equivalence relations in non-deterministic information systems. Some applications of equivalence relations are also shown. In a deterministic information system, it is possible to define an equivalence relation for any set of attributes. However, in a non-deterministic information system, some kinds of equivalence relations which we call possible equivalence relations are definable. This paper proposes two effective procedures producing all possible equivalence relations for any non-deterministic information system and any set of attributes. The details of algorithms, the implementation of algorithms and applications to the rule extraction, etc. are presented.