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ISMDA
2005
Springer
15 years 3 months ago
Relevance, Redundancy and Differential Prioritization in Feature Selection for Multiclass Gene Expression Data
The large number of genes in microarray data makes feature selection techniques more crucial than ever. From various ranking-based filter procedures to classifier-based wrapper tec...
Chia Huey Ooi, Madhu Chetty, Shyh Wei Teng
JCDL
2004
ACM
127views Education» more  JCDL 2004»
15 years 3 months ago
Collection understanding
Collection understanding shifts the traditional focus of retrieval in large collections from locating specific artifacts to gaining a comprehensive view of the collection. Visuali...
Michelle Chang, John J. Leggett, Richard Furuta, A...
AVSS
2003
IEEE
15 years 3 months ago
Automatic Face Region Tracking for Highly Accurate Face Recognition in Unconstrained Environments
In this paper, we present a combined real-time face region tracking and highly accurate face recognition technique for an intelligent surveillance system. Highresolution face imag...
Young-Ouk Kim, Joon Ki Paik, Jingu Heo, Andreas Ko...
CIVR
2003
Springer
107views Image Analysis» more  CIVR 2003»
15 years 3 months ago
Fast Video Retrieval under Sparse Training Data
Feature selection for video retrieval applications is impractical with existing techniques, because of their high time complexity and their failure on the relatively sparse trainin...
Yan Liu, John R. Kender
CBMS
2002
IEEE
15 years 2 months ago
An Intelligent Agent-based Knowledge Broker for Enterprise-wide Healthcare Knowledge Procurement
Within the confines of a Healthcare Enterprise Memory (HEM), most traditional medical systems do not sufficiently provide the necessary assistance to healthcare practitioners in t...
Zafar Iqbal Hashmi, Syed Sibte Raza Abidi, Yu-N Ch...