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» Meta-Prediction for Collective Classification
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ISMIR
2004
Springer
132views Music» more  ISMIR 2004»
14 years 1 months ago
Classification of musical genre: a machine learning approach
In this paper, we investigate the impact of machine learning algorithms in the development of automatic music classification models aiming to capture genres distinctions. The stu...
Roberto Basili, Alfredo Serafini, Armando Stellato
ICDM
2007
IEEE
151views Data Mining» more  ICDM 2007»
14 years 3 days ago
Combining Collective Classification and Link Prediction
The problems of object classification (labeling the nodes of a graph) and link prediction (predicting the links in a graph) have been largely studied independently. Commonly, obje...
Mustafa Bilgic, Galileo Namata, Lise Getoor
ACL
2010
13 years 6 months ago
Classification of Feedback Expressions in Multimodal Data
This paper addresses the issue of how linguistic feedback expressions, prosody and head gestures, i.e. head movements and face expressions, relate to one another in a collection o...
Costanza Navarretta, Patrizia Paggio
KI
2008
Springer
13 years 8 months ago
Collectives and How They Move: A Tale of Two Classifications
Abstract. Collective phenomena and their associated movement patterns are ubiquitous in everyday life. However, even though we need to be able to reason about these phenomena, espe...
Zena Wood, Antony Galton
TASLP
2002
156views more  TASLP 2002»
13 years 7 months ago
Musical genre classification of audio signals
Abstract--Musical genres are categorical labels created by humans to characterize pieces of music. A musical genre is characterized by the common characteristics shared by its memb...
George Tzanetakis, Perry R. Cook