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HIS
2007
15 years 3 months ago
Pareto-based Multi-Objective Machine Learning
—Machine learning is inherently a multiobjective task. Traditionally, however, either only one of the objectives is adopted as the cost function or multiple objectives are aggreg...
Yaochu Jin
CMMR
2007
Springer
114views Music» more  CMMR 2007»
15 years 8 months ago
A Meta-analysis of Timbre Perception Using Nonlinear Extensions to CLASCAL
Abstract. Seeking to identify the constituent parts of the multidimensional auditory attribute that musicians know as timbre, music psychologists have made extensive use of multidi...
John Ashley Burgoyne, Stephen McAdams
124
Voted
ECML
2007
Springer
15 years 8 months ago
Statistical Debugging Using Latent Topic Models
Abstract. Statistical debugging uses machine learning to model program failures and help identify root causes of bugs. We approach this task using a novel Delta-Latent-Dirichlet-Al...
David Andrzejewski, Anne Mulhern, Ben Liblit, Xiao...
138
Voted
IJON
2006
95views more  IJON 2006»
15 years 2 months ago
Generalized relevance LVQ (GRLVQ) with correlation measures for gene expression analysis
A correlation-based similarity measure is derived for generalized relevance learning vector quantization (GRLVQ). The resulting GRLVQ-C classifier makes Pearson correlation availa...
Marc Strickert, Udo Seiffert, Nese Sreenivasulu, W...
112
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VL
2008
IEEE
15 years 8 months ago
Mashing up visual languages and web mash-ups
Research on web mashups and visual languages share an interest in human-centered computing. Both research communities are concerned with supporting programming by everyday, techni...
M. Cameron Jones, Elizabeth F. Churchill, Michael ...