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BMCBI
2011
14 years 4 months ago
Phenotype Recognition with Combined Features and Random Subspace Classifier Ensemble
Background: Automated, image based high-content screening is a fundamental tool for discovery in biological science. Modern robotic fluorescence microscopes are able to capture th...
Bailing Zhang, Tuan D. Pham
84
Voted
CP
2010
Springer
14 years 7 months ago
Ensemble Classification for Constraint Solver Configuration
The automatic tuning of the parameters of algorithms and automatic selection of algorithms has received a lot of attention recently. One possible approach is the use of machine lea...
Lars Kotthoff, Ian Miguel, Peter Nightingale
57
Voted
ISMIR
2004
Springer
111views Music» more  ISMIR 2004»
15 years 2 months ago
Retrieval of percussion gestures using timbre classification techniques
Musicians are able to recognise the subtle differences in timbre produced by different playing techniques on an instrument, yet there has been little research into achieving this ...
Adam R. Tindale, Ajay Kapur, George Tzanetakis, Ic...
AMT
2010
Springer
240views Multimedia» more  AMT 2010»
14 years 4 months ago
Music Information Retrieval with Temporal Features and Timbre
At a time when the quantity of music media surrounding us is rapidly increasing and the access to recordings as well as the amount of music files available on the Internet is const...
Angelina A. Tzacheva, Keith J. Bell
ISMIR
2005
Springer
166views Music» more  ISMIR 2005»
15 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