[图书][B] Data mining with computational intelligence

L Wang, X Fu - 2005 - books.google.com
Finding information hidden in data is as theoretically difficult as it is practically important.
With the objective of discovering unknown patterns from data, the methodologies of data …

[图书][B] Pattern recognition algorithms for data mining

SK Pal, P Mitra - 2004 - taylorfrancis.com
This valuable text addresses different pattern recognition (PR) tasks in a unified framework
with both theoretical and experimental results. Tasks covered include data condensation …

Rough-fuzzy MLP: modular evolution, rule generation, and evaluation

SK Pal, S Mitra, P Mitra - IEEE Transactions on Knowledge and …, 2003 - ieeexplore.ieee.org
A methodology is described for evolving a Rough-fuzzy multi layer perceptron with modular
concept using a genetic algorithm to obtain a structured network suitable for both …

Evolutionary modular design of rough knowledge-based network using fuzzy attributes

S Mitra, P Mitra, SK Pal - Neurocomputing, 2001 - Elsevier
This article describes a way of integrating rough set theory with a fuzzy MLP using a modular
evolutionary algorithm, for classification and rule generation in soft computing paradigm …

[PDF][PDF] Indexed bibliography of genetic algorithms and neural networks

JT Alander - University of Vaasa, Department of Information …, 1994 - researchgate.net
An Indexed Bibliography of Genetic Algorithms and Neural Networks Page 1 An Indexed
Bibliography of Genetic Algorithms and Neural Networks compiled by Jarmo T. Alander …

Hierarchical evolution of heterogeneous neural networks

D Weingaertner, VK Tatai, RR Gudwin… - Proceedings of the …, 2002 - ieeexplore.ieee.org
This paper describes a hierarchical evolutionary technique developed to design and train
feedforward neural networks with different activation functions on their hidden-layer neurons …

Evolving connectionist systems: Characterisation, simplification, formalisation, explanation and optimisation

MJ Watts - 2004 - ourarchive.otago.ac.nz
Evolving connectionist systems: Characterisation, simplification, formalisation, explanation
and optimisation - University of Otago Logo image Menu Outputs Thesis Deposit Guide FAQs …

[PDF][PDF] Indexed bibliography of genetic algorithms in biosciences

JT Alander - 1994 - Citeseer
An Indexed Bibliography of Genetic Algorithms in Biosciences Page 1 An Indexed Bibliography
of Genetic Algorithms in Biosciences compiled by Jarmo T. Alander Department of Information …

Evolutionary fuzzy system for architecture control in a constructive neural network

R Calvo, M Figueiredo… - … Intelligence in Robotics …, 2005 - ieeexplore.ieee.org
This work describes an evolutionary system to control the growth of a constructive neural
network for autonomous navigation. A classifier system generates Takagi-Sugeno fuzzy …

The binary-weights neural network for robot control

S Li, J Yuan, X Yue, J Luo - 2010 3rd IEEE RAS & EMBS …, 2010 - ieeexplore.ieee.org
We propose a pure topological recurrent networks controller, which has random binary
connections in hidden layer, and all hidden neurons are activated by sinusoidal functions. A …