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» Performance Analysis Framework for Layout Analysis Methods
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128
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EDBT
2006
ACM
191views Database» more  EDBT 2006»
16 years 3 months ago
Parallelizing Skyline Queries for Scalable Distribution
Skyline queries help users make intelligent decisions over complex data, where different and often conflicting criteria are considered. Current skyline computation methods are rest...
Ping Wu, Caijie Zhang, Ying Feng, Ben Y. Zhao, Div...
132
Voted

Publication
309views
16 years 17 days ago
Improving Nearest Neighbor Classification with Cam Weighted Distance
Nearest neighbor (NN) classification assumes locally constant class conditional probabilities, and suffers from bias in high dimensions with a small sample set. In this paper, we p...
Changyin Zhou, Yanqiu Chen
128
Voted
SDM
2009
SIAM
152views Data Mining» more  SDM 2009»
16 years 16 days ago
Multiple Kernel Clustering.
Maximum margin clustering (MMC) has recently attracted considerable interests in both the data mining and machine learning communities. It first projects data samples to a kernel...
Bin Zhao, James T. Kwok, Changshui Zhang
ALT
2005
Springer
16 years 9 days ago
Measuring Statistical Dependence with Hilbert-Schmidt Norms
Abstract. We propose an independence criterion based on the eigenspectrum of covariance operators in reproducing kernel Hilbert spaces (RKHSs), consisting of an empirical estimate ...
Arthur Gretton, Olivier Bousquet, Alex J. Smola, B...
121
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ICCAD
2007
IEEE
164views Hardware» more  ICCAD 2007»
16 years 7 days ago
Architectural power models for SRAM and CAM structures based on hybrid analytical/empirical techniques
— The need to perform power analysis in the early stages of the design process has become critical as power has become a major design constraint. Embedded and highperformance mic...
Xiaoyao Liang, Kerem Turgay, David Brooks
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