FUZZIEEE
2007
IEEE
13 years 10 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
13 years 10 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
13 years 10 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
13 years 10 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
13 years 10 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
13 years 10 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
13 years 10 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
13 years 10 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
13 years 10 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
13 years 10 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...