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IWANN
1997
Springer
14 years 3 months ago
An Introduction to Fuzzy State Automata
Leonardo Maria Reyneri
ICANN
1997
Springer
14 years 3 months ago
Local Subspace Classifier
Subsystems for on-line recognition of handwriting are needed in personal digital assistants (PDAs) and other portable handheld devices. We have developed a recognition system whic...
Jorma Laaksonen
ICANN
1997
Springer
14 years 3 months ago
Topology Representing Networks for Intrinsic Dimensionality Estimation
Abstract. In this paper we compare two methods for intrinsic dimensionality (ID) estimation based on optimally topology preserving maps (OTPMs). The rst one is a direct approach, w...
Jörg Bruske, Gerald Sommer
ANNES
1995
14 years 3 months ago
The Development of Holte's 1R Classifier
The 1R procedure for machine learning is a very simple one that proves surprisingly effective on the standard datasets commonly used for evaluation. This paper describes the metho...
Craig G. Nevill-Manning, Geoffrey Holmes, Ian H. W...
ANNES
1995
14 years 3 months ago
Selection of Attributes for Modeling Bach Chorales by a Genetic Algorithm
Ageneticalgorithmselectedcombinationsofattributesfor amachinelearningsystem.Thealgorithmused90Bach choralemelodiestotrainmodelsandrandomlyselectedsets of10choralesforevaluation.Co...
Mark A. Hall
ANN
1995
271views Neural Networks» more  ANN 1995»
14 years 3 months ago
Boltzmann Machines
Frits C. R. Spieksma
ANN
1995
253views Neural Networks» more  ANN 1995»
14 years 3 months ago
Perceptrons
H. J. M. Peters
IJCNN
2000
IEEE
14 years 3 months ago
Competing Hidden Markov Models on the Self-Organizing Map
This paper presents an unsupervised segmentation method for feature sequences based on competitivelearning hidden Markov models. Models associated with the nodes of the Self-Organ...
Panu Somervuo