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PREMI
2007
Springer
14 years 1 months ago
Rough Set Theory of Pattern Classification in the Brain
Humans effortlessly classify and recognize complex patterns even if their attributes are imprecise and often inconsistent. It is not clear how the brain processes uncertain visual ...
Andrzej W. Przybyszewski
EUSFLAT
2009
162views Fuzzy Logic» more  EUSFLAT 2009»
13 years 5 months ago
Discussions on Interpretability of Fuzzy Systems using Simple Examples
Two conflicting goals are often involved in the design of fuzzy rule-based systems: Accuracy maximization and interpretability maximization. A number of approaches have been propos...
Hisao Ishibuchi, Yusuke Nojima
SKG
2005
IEEE
14 years 1 months ago
Effective Maintenance of Materialized Views in Peer Data Management Systems
Materialized view is a useful tool to cache data in data warehouse, data replication, data visualization and etc. However, view maintenance in peer data management systems (PDMSs) ...
Biao Qin, Shan Wang, Xiaoyong Du
IJCAI
1993
13 years 8 months ago
Statistical Foundations for Default Reasoning
We describe a new approach to default reasoning, based on a principle of indi erence among possible worlds. We interpret default rules as extreme statistical statements, thus obta...
Fahiem Bacchus, Adam J. Grove, Joseph Y. Halpern, ...
ICML
2010
IEEE
13 years 8 months ago
Nonparametric Return Distribution Approximation for Reinforcement Learning
Standard Reinforcement Learning (RL) aims to optimize decision-making rules in terms of the expected return. However, especially for risk-management purposes, other criteria such ...
Tetsuro Morimura, Masashi Sugiyama, Hisashi Kashim...