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ICIC
2009
Springer
16 years 1 months ago
Ensemble Classifiers Based on Kernel PCA for Cancer Data Classification
Now the classification of different tumor types is of great importance in cancer diagnosis and drug discovery. It is more desirable to create an optimal ensemble for data analysis ...
Jin Zhou, Yuqi Pan, Yuehui Chen, Yang Liu
MODELS
2009
Springer
16 years 1 months ago
How to compare program comprehension in FOSD empirically: an experience report
There are many different implementation approaches to realize the vision of feature oriented software development, ranging from simple preprocessors, over feature-oriented program...
Janet Feigenspan, Christian Kästner, Sven Ape...
CISS
2008
IEEE
16 years 1 months ago
Frames in bioimaging
We survey our work on adaptive multiresolution (MR) approaches to the classification of biological images. The system adds MR decomposition in front of a generic classifier cons...
Amina Chebira, Jelena Kovacevic
CVPR
2008
IEEE
16 years 1 months ago
A robust descriptor based on Weber's Law
Inspired by Weber's Law, this paper proposes a simple, yet very powerful and robust local descriptor, Weber Local Descriptor (WLD). It is based on the fact that human percept...
Jie Chen, Shiguang Shan, Guoying Zhao, Xilin Chen,...
HPDC
2008
IEEE
16 years 1 months ago
Harmony: an execution model and runtime for heterogeneous many core systems
The emergence of heterogeneous many core architectures presents a unique opportunity for delivering order of magnitude performance increases to high performance applications by ma...
Gregory F. Diamos, Sudhakar Yalamanchili