556 search results - page 46 / 112 » Classification of musical genre: a machine learning approach |
190
click to vote
VLSISP
2011
14 years 8 months ago
2011
Machine-learning algorithms are employed in a wide variety of applications to extract useful information from data sets, and many are known to suffer from superlinear increases in ...
121
click to vote
ICML
2005
IEEE
16 years 2 months ago
2005
IEEE
This paper presents an approach to build Sparse Large Margin Classifiers (SLMC) by adding one more constraint to the standard Support Vector Machine (SVM) training problem. The ad...
111
click to vote
TKDE
2008
15 years 1 months ago
2008
We present a method for explaining predictions for individual instances. The presented approach is general and can be used with all classification models that output probabilities...
124
click to vote
ISTCS
1997
Springer
15 years 5 months ago
1997
Springer
Kearns introduced the "statistical query" (SQ) model as a general method for producing learning algorithms which are robust against classification noise. We extend this ...
95
Voted
ICML
2005
IEEE
16 years 2 months ago
2005
IEEE
We develop a novel multi-class classification method based on output codes for the problem of classifying a sequence of amino acids into one of many known protein structural class...