FUZZIEEE
2007
IEEE
14 years 6 months ago
2007
IEEE
In this work an improved scheme for eliminating impulsive noise of varying strengths from corrupted images is proposed. A neural network is employed to classify the corrupted and n...
FUZZIEEE
2007
IEEE
14 years 6 months ago
2007
IEEE
— Data mining is most commonly used in attempts to induce association rules from transaction data. Most previous studies focused on binary-valued transaction data. Transaction da...
FUZZIEEE
2007
IEEE
14 years 6 months ago
2007
IEEE
— Humans can control MIMO (Multiple-Input Multiple-Output) objects appropriately using knowledge of the MIMO object, which can be referred to as human MIMO control knowledge. An ...
FUZZIEEE
2007
IEEE
14 years 6 months ago
2007
IEEE
— One of the main advantages of fuzzy modeling is the ability to yield interpretable results. Amongst these modeling methods, the OLS algorithm is a mathematically robust techniq...
FUZZIEEE
2007
IEEE
14 years 6 months ago
2007
IEEE
— The algebra of truth values of type-2 fuzzy sets contains isomorphic copies of the algebra of truth values of type1 fuzzy sets and the algebra of truth values of interval-value...
FUZZIEEE
2007
IEEE
14 years 6 months ago
2007
IEEE
— The application of Qualitative Reasoning to Learning Algorithms can provide these models with the capability of automate common-sense and expert reasoning. Learning algorithms ...
FUZZIEEE
2007
IEEE
14 years 6 months ago
2007
IEEE
— Geometric Type-2 Fuzzy sets allow us to model type-2 fuzzy sets using geometry providing significant improvement in speed of computation. This paper explores in detail how wel...
FUZZIEEE
2007
IEEE
14 years 6 months ago
2007
IEEE
Abstract—In contrast to standard fuzzy clustering, which optimizes a set of prototypes, one for each cluster, this paper studies fuzzy clustering without prototypes. Starting fro...
FUZZIEEE
2007
IEEE
14 years 6 months ago
2007
IEEE
—In this paper, we propose a new nonlinear classier based on a generalized Choquet integral with signed fuzzy measures to enhance the classification power by capturing all possib...
FUZZIEEE
2007
IEEE
14 years 6 months ago
2007
IEEE
— The real time flexible operation of a car-like mobile robot with nonholonomic constraints in dynamic environment is still a very challenging problem. The difficulty lies in t...