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CSDA
2006
100views more  CSDA 2006»
15 years 1 months ago
Identification of interaction patterns and classification with applications to microarray data
Emerging patterns represent a class of interaction structures which has been recently proposed as a tool in data mining. In this paper, a new and more general definition refering ...
Anne-Laure Boulesteix, Gerhard Tutz
116
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DATAMINE
2006
83views more  DATAMINE 2006»
15 years 1 months ago
Structural Hidden Markov Models Using a Relation of Equivalence: Application to Automotive Designs
Standard hidden Markov models (HMM's) have been studied extensively in the last two decades. It is well known that these models assume state conditional independence of the ob...
Djamel Bouchaffra, Jun Tan
BMCBI
2007
167views more  BMCBI 2007»
15 years 1 months ago
MindSeer: a portable and extensible tool for visualization of structural and functional neuroimaging data
Background: Three-dimensional (3-D) visualization of multimodality neuroimaging data provides a powerful technique for viewing the relationship between structure and function. A n...
Eider B. Moore, Andrew V. Poliakov, Peter Lincoln,...
IJON
2011
186views more  IJON 2011»
14 years 5 months ago
Discriminative structure selection method of Gaussian Mixture Models with its application to handwritten digit recognition
, Yunde Jia Model structure selection is currently an open problem in modeling data via Gaussian Mixture Models (GMM). This paper proposes a discriminative method to select GMM st...
Xuefeng Chen, Xiabi Liu, Yunde Jia
SPIRE
2005
Springer
15 years 7 months ago
A Multiple Graph Layers Model with Application to RNA Secondary Structures Comparison
Abstract. We introduce a new data structure, called MiGaL for “Multiple Graph Layers”, that is composed of various graphs linked together ions of abstraction/refinement. The n...
Julien Allali, Marie-France Sagot