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105
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PRL
2006
117views more  PRL 2006»
15 years 21 days ago
Feature selection in robust clustering based on Laplace mixture
A wrapped feature selection process is proposed in the context of robust clustering based on Laplace mixture models. The clustering approach we consider is a generalization of the...
Aurélien Cord, Christophe Ambroise, Jean Pi...
95
Voted
ICCD
2004
IEEE
123views Hardware» more  ICCD 2004»
15 years 9 months ago
Software/Network Co-Simulation of Heterogeneous Industrial Networks Architectures
The work presents a modeling and analysis framework for heterogeneous industrial networks architectures which is based on a tight integration of a network simulator with embedded ...
Franco Fummi, Stefano Martini, Marco Monguzzi, Gio...
ICDM
2008
IEEE
118views Data Mining» more  ICDM 2008»
15 years 7 months ago
Dirichlet Process Based Evolutionary Clustering
Evolutionary Clustering has emerged as an important research topic in recent literature of data mining, and solutions to this problem have found a wide spectrum of applications, p...
Tianbing Xu, Zhongfei (Mark) Zhang, Philip S. Yu, ...
SIGMOD
2012
ACM
212views Database» more  SIGMOD 2012»
13 years 3 months ago
Local structure and determinism in probabilistic databases
While extensive work has been done on evaluating queries over tuple-independent probabilistic databases, query evaluation over correlated data has received much less attention eve...
Theodoros Rekatsinas, Amol Deshpande, Lise Getoor
ISMIR
2005
Springer
175views Music» more  ISMIR 2005»
15 years 6 months ago
A Classification Approach to Melody Transcription
Melodies provide an important conceptual summarization of polyphonic audio. The extraction of melodic content has practical applications ranging from content-based audio retrieval...
Graham E. Poliner, Daniel P. W. Ellis