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DMIN
2009
132views Data Mining» more  DMIN 2009»
13 years 7 months ago
Understanding Support Vector Machine Classifications via a Recommender System-Like Approach
Support vector machines are a valuable tool for making classifications, but their black-box nature means that they lack the natural explanatory value that many other classifiers po...
David Barbella, Sami Benzaid, Janara M. Christense...
ISMIR
2005
Springer
166views Music» more  ISMIR 2005»
14 years 3 months ago
Song-Level Features and Support Vector Machines for Music Classification
Searching and organizing growing digital music collections requires automatic classification of music. This paper describes a new system, tested on the task of artist identifica...
Michael I. Mandel, Dan Ellis
PPPJ
2003
ACM
14 years 3 months ago
Supporting interactive invocation of remote services within an integrated programming environment
Building distributed systems is an inherently difficult and complex task. Modern middleware architectures assist developers ding abstractions that hide transport layer functionali...
Bruce Quig, John Rosenberg, Michael Kölling
LREC
2010
135views Education» more  LREC 2010»
13 years 11 months ago
The PlayMancer Database: A Multimodal Affect Database in Support of Research and Development Activities in Serious Game Environm
The present paper reports on a recent effort that resulted in the establishment of a unique multimodal affect database, referred to as the PlayMancer database. This database was c...
Theodoros Kostoulas, Otilia Kocsis, Todor Ganchev,...
CDC
2009
IEEE
126views Control Systems» more  CDC 2009»
13 years 11 months ago
Support vector machine classifiers for sequential decision problems
Classification problems in critical applications such as health care or security often require very high reliability because of the high costs of errors. In order to achieve this r...
Eladio Rodriguez Diaz, David A. Castaon