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» Classification of integral lattices with large class number
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BMCBI
2010
170views more  BMCBI 2010»
13 years 7 months ago
Integrative analysis of gene expression and copy number alterations using canonical correlation analysis
Background: With the rapid development of new genetic measurement methods, several types of genetic alterations can be quantified in a high-throughput manner. While the initial fo...
Charlotte Soneson, Henrik Lilljebjörn, Thoas ...
CVPR
2009
IEEE
15 years 2 months ago
Active Learning for Large Multi-class Problems
Scarcity and infeasibility of human supervision for large scale multi-class classification problems necessitates active learning. Unfortunately, existing active learning methods ...
Prateek Jain (University of Texas at Austin), Ashi...
PVLDB
2008
82views more  PVLDB 2008»
13 years 6 months ago
TraClass: trajectory classification using hierarchical region-based and trajectory-based clustering
Trajectory classification, i.e., model construction for predicting the class labels of moving objects based on their trajectories and other features, has many important, real-worl...
Jae-Gil Lee, Jiawei Han, Xiaolei Li, Hector Gonzal...
ACCV
2010
Springer
13 years 2 months ago
Gait Analysis of Gender and Age Using a Large-Scale Multi-view Gait Database
This paper describes video-based gait feature analysis for gender and age classification using a large-scale multi-view gait database. First, we constructed a large-scale multi-vie...
Yasushi Makihara, Hidetoshi Mannami, Yasushi Yagi
AMTA
1998
Springer
13 years 11 months ago
A Modular Approach to Spoken Language Translation for Large Domains
The MT engine of the Janus speech-to-speech translation system is designed around four main principles: 1 an interlingua approach that allows the e cient addition of new languages,...
Monika Woszczyna, Matthew Broadhead, Donna Gates, ...