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CORR
2007
Springer
113views Education» more  CORR 2007»
15 years 4 months ago
Virtual screening with support vector machines and structure kernels
Support vector machines and kernel methods have recently gained considerable attention in chemoinformatics. They offer generally good performance for problems of supervised classi...
Pierre Mahé, Jean-Philippe Vert
IVC
2006
161views more  IVC 2006»
15 years 4 months ago
Applications of moving windows technique to autonomous vehicle navigation
A `Moving Window' scheme for detecting lanes, obstacles and corridor environments from the images captured by a CCD camera in an automobile or mobile robot is proposed. Proce...
Sung Yug Choi, Jang Myung Lee
CSDA
2007
106views more  CSDA 2007»
15 years 4 months ago
Parsimonious additive models
A new method for function estimation and variable selection, specifically designed for additive models fitted by cubic splines is proposed.This new method involves regularizing ...
Marta Avalos, Yves Grandvalet, Christophe Ambroise
139
Voted
CSDA
2007
120views more  CSDA 2007»
15 years 4 months ago
Boosting ridge regression
Ridge regression is a well established method to shrink regression parameters towards zero, thereby securing existence of estimates. The present paper investigates several approac...
Gerhard Tutz, Harald Binder
105
Voted
JBCB
2006
60views more  JBCB 2006»
15 years 4 months ago
Efficient Algorithms and Software for Detection of Full-length Ltr Retrotransposons
LTR retrotransposons constitute one of the most abundant classes of repetitive elements in eukaryotic genomes. In this paper, we present a new algorithm for detection of full-leng...
Anantharaman Kalyanaraman, Srinivas Aluru
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