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162
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KDD
2006
ACM
149views Data Mining» more  KDD 2006»
16 years 4 months ago
Regularized discriminant analysis for high dimensional, low sample size data
Linear and Quadratic Discriminant Analysis have been used widely in many areas of data mining, machine learning, and bioinformatics. Friedman proposed a compromise between Linear ...
Jieping Ye, Tie Wang
139
Voted
KDD
2003
ACM
150views Data Mining» more  KDD 2003»
16 years 4 months ago
Learning relational probability trees
Classification trees are widely used in the machine learning and data mining communities for modeling propositional data. Recent work has extended this basic paradigm to probabili...
Jennifer Neville, David Jensen, Lisa Friedland, Mi...
HPCA
2006
IEEE
16 years 4 months ago
CORD: cost-effective (and nearly overhead-free) order-recording and data race detection
Chip-multiprocessors are becoming the dominant vehicle for general-purpose processing, and parallel software will be needed to effectively utilize them. This parallel software is ...
Milos Prvulovic
HPCA
2004
IEEE
16 years 4 months ago
Hardware Support for Prescient Instruction Prefetch
This paper proposes and evaluates hardware mechanisms for supporting prescient instruction prefetch--an approach to improving single-threaded application performance by using help...
Tor M. Aamodt, Paul Chow, Per Hammarlund, Hong Wan...
115
Voted
HPCA
2004
IEEE
16 years 4 months ago
Reducing the Scheduling Critical Cycle Using Wakeup Prediction
For highest performance, a modern microprocessor must be able to determine if an instruction is ready in the same cycle in which it is to be selected for execution. This creates a...
Todd E. Ehrhart, Sanjay J. Patel