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177
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NECO
1998
116views more  NECO 1998»
15 years 3 months ago
GTM: The Generative Topographic Mapping
Latent variable models represent the probability density of data in a space of several dimensions in terms of a smaller number of latent, or hidden, variables. A familiar example ...
Christopher M. Bishop, Markus Svensén, Chri...
145
Voted
SAC
2002
ACM
15 years 3 months ago
Agent factory: generative migration of mobile agents in heterogeneous environments
In most of today's agent systems migration of agents requires homogeneity in the programming language and/or agent platform in which an agent has been designed. In this paper...
Frances M. T. Brazier, Benno J. Overeinder, Maarte...
131
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SIU
2002
97views more  SIU 2002»
15 years 3 months ago
Problem Generators for Rectangular packing problems
Abstract. In order to verify and test the performance of new packing algorithms relative to existing algorithms, test problems are needed. The scope of published test instances for...
E. Hopper, B. C. H. Turton
138
Voted
TKDE
2002
133views more  TKDE 2002»
15 years 3 months ago
Binary Rule Generation via Hamming Clustering
The generation of a set of rules underlying a classification problem is performed by applying a new algorithm, called Hamming Clustering (HC). It reconstructs the and-or expressio...
Marco Muselli, Diego Liberati
167
Voted
PRL
2007
200views more  PRL 2007»
15 years 3 months ago
Generative learning of visual concepts using multiobjective genetic programming
This paper introduces a novel method of visual learning based on Genetic Programming, which evolves a population of individuals (image analysis programs) that process attributed v...
Krzysztof Krawiec