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» Clustering by pattern similarity in large data sets
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NIPS
2001
13 years 7 months ago
K-Local Hyperplane and Convex Distance Nearest Neighbor Algorithms
Guided by an initial idea of building a complex (non linear) decision surface with maximal local margin in input space, we give a possible geometrical intuition as to why K-Neares...
Pascal Vincent, Yoshua Bengio
BMCBI
2010
111views more  BMCBI 2010»
13 years 5 months ago
Protein sequences classification by means of feature extraction with substitution matrices
Background: This paper deals with the preprocessing of protein sequences for supervised classification. Motif extraction is one way to address that task. It has been largely used ...
Rabie Saidi, Mondher Maddouri, Engelbert Mephu Ngu...
CORR
2007
Springer
99views Education» more  CORR 2007»
13 years 5 months ago
Fast Selection of Spectral Variables with B-Spline Compression
The large number of spectral variables in most data sets encountered in spectral chemometrics often renders the prediction of a dependent variable uneasy. The number of variables ...
Fabrice Rossi, Damien François, Vincent Wer...
PAMI
2007
187views more  PAMI 2007»
13 years 5 months ago
Registration of Challenging Image Pairs: Initialization, Estimation, and Decision
—Our goal is an automated 2D-image-pair registration algorithm capable of aligning images taken of a wide variety of natural and man-made scenes as well as many medical images. T...
Gehua Yang, Charles V. Stewart, Michal Sofka, Chia...
BMCBI
2011
12 years 9 months ago
Detection of Lineage-Specific Evolutionary Changes among Primate Species
Background: Comparison of the human genome with other primates offers the opportunity to detect evolutionary events that created the diverse phenotypes among the primate species. ...
Mihaela Pertea, Geo Pertea, Steven L. Salzberg