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MICCAI
2004
Springer
16 years 7 months ago
Cervical Cancer Detection Using SVM Based Feature Screening
We present a novel feature screening algorithm by deriving relevance measures from the decision boundary of Support Vector Machines. It alleviates the "independence" assu...
Jiayong Zhang, Yanxi Liu
ICML
2009
IEEE
16 years 7 months ago
Constraint relaxation in approximate linear programs
Approximate Linear Programming (ALP) is a reinforcement learning technique with nice theoretical properties, but it often performs poorly in practice. We identify some reasons for...
Marek Petrik, Shlomo Zilberstein
ISBI
2002
IEEE
16 years 7 months ago
Learning multispectral texture features for cervical cancer detection
We present a bottom-up approach for automatic cancer cell detection in multispectral microscopic thin Pap smear images. Around 4,000 multispectral texture features are explored fo...
Yanxi Liu, Tong Zhao, Jiayong Zhang
SIGMOD
2009
ACM
189views Database» more  SIGMOD 2009»
16 years 6 months ago
Generic and effective semi-structured keyword search
Current semi-structured keyword search and natural language query processing systems use ad hoc approaches to take advantage of structural information. Although intuitive, they ar...
Arash Termehchy, Marianne Winslett
ICSE
2003
IEEE-ACM
16 years 6 months ago
A Software Prototyping Framework and Methods for Supporting Human's Software Development Activities
Software development environment is a platform for supporting software designer to design software based on the software requirement specification. It is an interactive system wit...
Jennifer Z. Guan, Luqi