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FUZZIEEE
2007
IEEE
14 years 6 months ago
Distance Measure Assisted Rough Set Feature Selection
Abstract— Feature Selection (FS) is a technique for dimensionality reduction. Its aims are to select a subset of the original features of a dataset which are rich in the most use...
Neil MacParthalain, Qiang Shen, Richard Jensen
FUZZIEEE
2007
IEEE
14 years 6 months ago
Towards Fuzzy Compositional Modelling
Compositional Modelling (CM) has been applied to synthesize automatically plausible scenarios in many problem domains with promising results. However, it is assumed that the generi...
Xin Fu, Qiang Shen, Ruiqing Zhao
FUZZIEEE
2007
IEEE
14 years 6 months ago
Toward Multiple-agent Extensions of Possibilistic Logic
— Possibilistic logic is essentially a formalism for handling qualitative uncertainty with an inference machinery that remains close to the one of classical logic. It is capable ...
Didier Dubois, Henri Prade
FUZZIEEE
2007
IEEE
14 years 6 months ago
Fuzzy Sets for Modelling Fineness Perception in Texture Images
Jesús Chamorro-Martínez, Elena Gal&a...
FUZZIEEE
2007
IEEE
14 years 6 months ago
An On-Line Fuzzy Predictor from Real-Time Data
The algorithm of on-line predictor from input-output data pairs will be proposed. In this paper, it proposed an approach to generate fuzzy rules of predictor from real-time input-o...
Chih-Ching Hsiao, Shun-Feng Su
FUZZIEEE
2007
IEEE
14 years 6 months ago
New Type-2 Rule Ranking Indices for Designing Parsimonious Interval Type-2 Fuzzy Logic Systems
— In this paper, we propose two novel indices for type-2 fuzzy rule ranking to identify the most influential fuzzy rules in designing type-2 fuzzy logic systems, and name them a...
Shang-Ming Zhou, Robert John, Francisco Chiclana, ...
FUZZIEEE
2007
IEEE
14 years 6 months ago
Learning Undirected Possibilistic Networks with Conditional Independence Tests
—Approaches based on conditional independence tests are among the most popular methods for learning graphical models from data. Due to the predominance of Bayesian networks in th...
Christian Borgelt
FUZZIEEE
2007
IEEE
14 years 6 months ago
A Fuzzy Action Selection Method for Virtual Agent Navigation in Unknown Virtual Environments
This paper presents an action selection method using fuzzy logic. The objective is to solve behaviour conflict in behaviour-based architectures for virtual agent navigation in un...
Jafreezal Jaafar, Eric McKenzie, Alan Smaill
FUZZIEEE
2007
IEEE
14 years 6 months ago
Tolerance-based and Fuzzy-Rough Feature Selection
— One of the main obstacles facing the application of computational intelligence technologies in pattern recognition (and indeed in many other tasks) is that of dataset dimension...
Richard Jensen, Qiang Shen