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112
Voted
KDD
2003
ACM
135views Data Mining» more  KDD 2003»
16 years 3 months ago
Efficiently handling feature redundancy in high-dimensional data
High-dimensional data poses a severe challenge for data mining. Feature selection is a frequently used technique in preprocessing high-dimensional data for successful data mining....
Lei Yu, Huan Liu
130
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GMP
2000
IEEE
173views Solid Modeling» more  GMP 2000»
15 years 7 months ago
A Representation Independent Geometric Modeling Kernel
This paper is concerned with “open kernel” geometric modelling systems. It uses industrial needs to identify requirements for the geometric objects of a proposed interface. Th...
Alan E. Middleditch, Chris Reade, Abel J. P. Gomes
220
Voted
ICDE
2006
IEEE
130views Database» more  ICDE 2006»
16 years 4 months ago
Warehousing and Analyzing Massive RFID Data Sets
Radio Frequency Identification (RFID) applications are set to play an essential role in object tracking and supply chain management systems. In the near future, it is expected tha...
Hector Gonzalez, Jiawei Han, Xiaolei Li, Diego Kla...
142
Voted
KDD
2009
ACM
219views Data Mining» more  KDD 2009»
16 years 3 months ago
Structured correspondence topic models for mining captioned figures in biological literature
A major source of information (often the most crucial and informative part) in scholarly articles from scientific journals, proceedings and books are the figures that directly pro...
Amr Ahmed, Eric P. Xing, William W. Cohen, Robert ...
131
Voted
KDD
2003
ACM
162views Data Mining» more  KDD 2003»
16 years 3 months ago
Improving spatial locality of programs via data mining
In most computer systems, page fault rate is currently minimized by generic page replacement algorithms which try to model the temporal locality inherent in programs. In this pape...
Karlton Sequeira, Mohammed Javeed Zaki, Boleslaw K...