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125
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ICDM
2007
IEEE
129views Data Mining» more  ICDM 2007»
15 years 2 months ago
Feature Selection for Nonlinear Kernel Support Vector Machines
An easily implementable mixed-integer algorithm is proposed that generates a nonlinear kernel support vector machine (SVM) classifier with reduced input space features. A single ...
Olvi L. Mangasarian, Gang Kou
133
Voted
AMR
2008
Springer
285views Multimedia» more  AMR 2008»
15 years 2 months ago
Music Thumbnailing Incorporating Harmony- and Rhythm Structure
A variety of approaches exist to the automatic retrieval of the key part within a musical piece - its thumbnail. Most of these however do not use adequate modeling with respect to ...
Björn Schuller, Florian Dibiasi, Florian Eybe...
AAAI
2010
15 years 2 months ago
Multi-Instance Dimensionality Reduction
Multi-instance learning deals with problems that treat bags of instances as training examples. In single-instance learning problems, dimensionality reduction is an essential step ...
Yu-Yin Sun, Michael K. Ng, Zhi-Hua Zhou
90
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ICMLA
2008
15 years 2 months ago
Ensemble Machine Methods for DNA Binding
We introduce three ensemble machine learning methods for analysis of biological DNA binding by transcription factors (TFs). The goal is to identify both TF target genes and their ...
Yue Fan, Mark A. Kon, Charles DeLisi
102
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IPCV
2007
15 years 2 months ago
Use of Paraplanar Constraint for Parallel Inspection of Wafer Bump Heights
- The shrunk dimension of electronic devices leads to more stringent requirement on process control and quality assurance of their fabrication. For instance, direct die-to-die bond...
Mei Dong, Ronald Chung, Edmund Y. Lam, Kenneth S. ...