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AUTOMATICA
2005
50views more  AUTOMATICA 2005»
15 years 3 months ago
Identification of piecewise affine systems based on statistical clustering technique
This paper is concerned with the identification of a class of piecewise affine systems called a piecewise affine autoregressive exogenous (PWARX) model. The PWARX model is compose...
Hayato Nakada, Kiyotsugu Takaba, Tohru Katayama
145
Voted
MA
2010
Springer
206views Communications» more  MA 2010»
15 years 2 months ago
Quantization and clustering with Bregman divergences
 This paper deals with the quantization problem of a random variable X taking values in a separable and reexive Banach space, and with the related question of clustering independ...
Aurélie Fischer
120
Voted
ECIR
2009
Springer
16 years 26 days ago
Evaluation of Text Clustering Algorithms with N-Gram-Based Document Fingerprints
This paper presents a new approach designed to reduce the computational load of the existing clustering algorithms by trimming down the documents size using fingerprinting methods...
Javier Parapar, Alvaro Barreiro
126
Voted
CIKM
2008
Springer
15 years 5 months ago
Winnowing-based text clustering
We present an approach to document clustering based on winnowing fingerprints that achieved good values of effectiveness with considerable save in memory space and computation tim...
Javier Parapar, Alvaro Barreiro
128
Voted
GECCO
2005
Springer
144views Optimization» more  GECCO 2005»
15 years 9 months ago
Multiobjective hBOA, clustering, and scalability
This paper describes a scalable algorithm for solving multiobjective decomposable problems by combining the hierarchical Bayesian optimization algorithm (hBOA) with the nondominat...
Martin Pelikan, Kumara Sastry, David E. Goldberg