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ICML
2010
IEEE
15 years 8 months ago
Bayesian Nonparametric Matrix Factorization for Recorded Music
Recent research in machine learning has focused on breaking audio spectrograms into separate sources of sound using latent variable decompositions. These methods require that the ...
Matthew D. Hoffman, David M. Blei, Perry R. Cook
CORR
2010
Springer
219views Education» more  CORR 2010»
15 years 7 months ago
Clustering high dimensional data using subspace and projected clustering algorithms
: Problem statement: Clustering has a number of techniques that have been developed in statistics, pattern recognition, data mining, and other fields. Subspace clustering enumerate...
Rahmat Widia Sembiring, Jasni Mohamad Zain, Abdull...
ESWA
2006
96views more  ESWA 2006»
15 years 6 months ago
Identifying requirements for communication support: A maturity grid-inspired approach
Communication is a critical success factor in design. It can be seen as the social and cognitive process by which information is selected, messages are exchanged between interacti...
Anja M. Maier, Claudia M. Eckert, P. John Clarkson
IA
2006
137views more  IA 2006»
15 years 6 months ago
Automated Reasoning
Automated reasoning is becoming an essential issue in many Web systems and applications, especially in emerging Semantic Web applications. This article first discusses reasons for...
Maria Paola Bonacina, Alberto Martelli
IPL
2006
72views more  IPL 2006»
15 years 6 months ago
Cayley graphs as models of deterministic small-world networks
Many real networks, including those in social, technological, and biological realms, are small-world networks. The two distinguishing characteristics of small-world networks are h...
Wenjun Xiao, Behrooz Parhami