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Fast leave-one-out evaluation and improvement on inference for LS-SVMs
TLDR
In this paper, a fast leave-one-out (LOO) evaluation formula is introduced for least squares support vector machine (LS-SVM) classifiers. Expand
  • 25
  • 3
Identifying simple discriminatory gene vectors with an information theory approach
TLDR
We use mutual information to measure the relation between a set of genes, called gene vectors, and the class attribute of samples. Expand
  • 17
  • 2
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3D Posture Reconstruction and Human Animation from 2D Feature Points
TLDR
An optimal approach is proposed in this paper for posture reconstruction and human animation from 2D feature points extracted from the monocular images containing human motions. Expand
  • 12
  • 2
Dynamic algorithm for inferring qualitative models of gene regulatory networks
TLDR
We introduce a novel algorithm, DFL (discrete function learning), for reconstructing qualitative models of GRNs from gene expression data in this paper. Expand
  • 9
  • 2
  • PDF
Fast leave-one-out evaluation and improvement on inference for LS-SVMs
TLDR
In this paper, a fast leave-one-out (LOO) evaluation formula is introduced for least squares support vector machine (LS-SVM) classifiers. Expand
  • 7
  • 1
Reconstructing Boolean networks from noisy gene expression data
TLDR
In recent years, a lot of interests have been given to simulate gene regulatory networks (GRNs), especially the architectures of them. Expand
  • 6
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VOLUME VISUALIZATION FOR SURGICAL PLANNING SYSTEM
TLDR
The 3D volume visualization is to overcome the difficulties of the 2D imaging by using computer technology. Expand
  • 3
Dynamic algorithm for inferring qualitative models of gene regulatory networks
It is still an open problem to identify functional relations with o(N /spl middot/ n/sup k/) time for any domain, where N is the number of learning instances, n is the number of genes (or variables)Expand
  • 3
Rectal wall structure delineation and broken layer recognition by multigradient field active contour
TLDR
This paper presents a novel multigradient field active contour algorithm with an extended ability for multiple object delineation, which overcomes some limitations of ordinary active contOUR model (snakes). Expand
  • 4
Applications of Heterogeneous Structure of Cell Broadband Engine Architecture for Biological Database Similarity Search
TLDR
In this paper, we present a technique to optimize the performance of database similarity search in the specific context of Cell Broadband Engine Architecture (CBEA). Expand
  • 6
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