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APIN
2004
86views more  APIN 2004»
10 years 2 months ago
Case-Based Reasoning: Concepts, Features and Soft Computing
Here we first describe the concepts, components and features of CBR. The feasibility and merits of using CBR for problem solving is then explained. This is followed by a descriptio...
Simon C. K. Shiu, Sankar K. Pal
APIN
2004
107views more  APIN 2004»
10 years 2 months ago
Designing Polymer Blends Using Neural Networks, Genetic Algorithms, and Markov Chains
In this paper we present a new technique to simulate polymer blends that overcomes the shortcomings in polymer system modeling. This method has an inherent advantage in that the v...
N. K. Roy, Walter D. Potter, D. P. Landau
APIN
2004
131views more  APIN 2004»
10 years 2 months ago
Rough Self Organizing Map
A rough self-organizing map (RSOM) with fuzzy discretization of feature space is described here. Discernibility reducts obtained using rough set theory are used to extract domain k...
Sankar K. Pal, Biswarup Dasgupta, Pabitra Mitra
APIN
2004
58views more  APIN 2004»
10 years 2 months ago
Sound and Visual Tracking for Humanoid Robot
Hiroshi G. Okuno, Kazuhiro Nakadai, Tino Lourens, ...
APIN
2004
116views more  APIN 2004»
10 years 2 months ago
Neural Learning from Unbalanced Data
This paper describes the result of our study on neural learning to solve the classification problems in which data is unbalanced and noisy. We conducted the study on three differen...
Yi Lu Murphey, Hong Guo, Lee A. Feldkamp
APIN
2004
89views more  APIN 2004»
10 years 2 months ago
A Prototypical System for Soft Evidential Update
Autonomous agents that communicate using probabilistic information and use Bayesian networks for knowledge representation need an update mechanism that goes beyond conditioning on ...
Young-Gyun Kim, Marco Valtorta, Jirí Vomlel
APIN
2004
81views more  APIN 2004»
10 years 2 months ago
Learning Generalized Policies from Planning Examples Using Concept Languages
In this paper we are concerned with the problem of learning how to solve planning problems in one domain given a number of solved instances. This problem is formulated as the probl...
Mario Martin, Hector Geffner
APIN
2004
87views more  APIN 2004»
10 years 2 months ago
Supply Estimation Using Coevolutionary Genetic Algorithms in the Spanish Electrical Market
The price of electrical energy in Spain has not been regulated by the government since 1998, but determined by the supply from the generators in a competitive market, the so-called...
Enrique A. de la Cal Marín, Luciano S&aacut...
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