New developments in the Feature Space Mapping model

New developments in the Feature Space Mapping model (1997)

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by Rafal Adamczak Wlodzislaw Duch , Rafał Adamczak , Włodzisław Duch , Norbert Jankowski

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@MISC{Duch97newdevelopments,
    author = {Rafal Adamczak Wlodzislaw Duch and Rafał Adamczak and Włodzisław Duch and Norbert Jankowski},
    title = {New developments in the Feature Space Mapping model},
    year = {1997}
}

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Abstract

Feature Space Mapping (FSM) model is based on a network explicitly modeling probability distribution of the input/output data vectors. New theoretical developments of this model and results of applications to several classification problems are presented.

Citations

3909	Neural networks for pattern recognition - Bishop - 1995
662	Repository of machine learning databases - Murphy, Aha - 1994
346	A practical Bayesian framework for back-propagation networks - MacKay - 1992
65	Feature space mapping as a universal adaptive system - Duch, Diercksen - 1995
4	Neural computation as a tool for galaxy classification: methods and examples - Storrie-Lombardi - 1996
3	From cognitive models to neurofuzzy systems -- the mind space approach. Systems Analysis-Modelling-Simulation 24 - Duch - 1996
3	A Maximum Certainty Approach to Feedforward Neural Networks - Roberts, Penny - 1997
1	Bi-radial transfer functions," in: Proc. second conference on neural networks and their applications, Orle Gniazdo - Duch, Jankowski - 1996
1	New Neural Transfer Functions," submitted to - Duch, Jankowski - 1997
1	Adamczak “Feature Space Mapping network for classification," in: Proc. second conference on neural networks and their applications,Orle Gniazdo - W, R - 1996
1	Initialization of adaptive parameters in neural networks", this volume - Adamczak, Duch, et al.
1	Adamczak "Feature Space Mapping network for classification," in: Proc. second conference on neural networks and their applications,Orle Gniazdo - W, R - 1996