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AVBPA
2005
Springer
226views Biometrics» more  AVBPA 2005»
15 years 8 months ago
Discriminant Analysis Based on Kernelized Decision Boundary for Face Recognition
A novel nonlinear discriminant analysis method, Kernelized Decision Boundary Analysis (KDBA), is proposed in our paper, whose Decision Boundary feature vectors are the normal vecto...
Baochang Zhang, Xilin Chen, Wen Gao
WWW
2009
ACM
16 years 4 months ago
Mapping the world's photos
We investigate how to organize a large collection of geotagged photos, working with a dataset of about 35 million images collected from Flickr. Our approach combines content analy...
David J. Crandall, Lars Backstrom, Daniel P. Hutte...
ICMCS
2005
IEEE
112views Multimedia» more  ICMCS 2005»
15 years 9 months ago
A news content summarizer for Chinese cell phones
This paper proposes a Chinese news summarization method for the message services of news brief over cell phones. In this method, important sentences were first identified based on...
Yuen-Hsien Tseng
BMCBI
2008
219views more  BMCBI 2008»
15 years 3 months ago
Classification of premalignant pancreatic cancer mass-spectrometry data using decision tree ensembles
Background: Pancreatic cancer is the fourth leading cause of cancer death in the United States. Consequently, identification of clinically relevant biomarkers for the early detect...
Guangtao Ge, G. William Wong
ICDE
2007
IEEE
182views Database» more  ICDE 2007»
16 years 4 months ago
Discriminative Frequent Pattern Analysis for Effective Classification
The application of frequent patterns in classification appeared in sporadic studies and achieved initial success in the classification of relational data, text documents and graph...
Hong Cheng, Xifeng Yan, Jiawei Han, Chih-Wei Hsu