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» Maximal Causality Analysis
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99
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TKDE
2008
152views more  TKDE 2008»
15 years 18 days ago
SRDA: An Efficient Algorithm for Large-Scale Discriminant Analysis
Linear Discriminant Analysis (LDA) has been a popular method for extracting features that preserves class separability. The projection functions of LDA are commonly obtained by max...
Deng Cai, Xiaofei He, Jiawei Han
114
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INFORMATICALT
2011
80views more  INFORMATICALT 2011»
14 years 7 months ago
From Multiblock Partial Least Squares to Multiblock Redundancy Analysis. A Continuum Approach
For the purpose of exploring and modelling the relationships between a dataset and several datasets, multiblock Partial Least Squares is a widely-used regression technique. It is d...
Stéphanie Bougeard, Mostafa El Qannari, Cor...
112
Voted
ICCD
1995
IEEE
121views Hardware» more  ICCD 1995»
15 years 4 months ago
Analysis of conditional resource sharing using a guard-based control representation
Optimization of hardware resources for conditional data-flow graph behavior is particularly important when conditional behavior occurs in cyclic loops and maximization of through...
Ivan P. Radivojevic, Forrest Brewer
COLT
2010
Springer
14 years 10 months ago
Principal Component Analysis with Contaminated Data: The High Dimensional Case
We consider the dimensionality-reduction problem (finding a subspace approximation of observed data) for contaminated data in the high dimensional regime, where the number of obse...
Huan Xu, Constantine Caramanis, Shie Mannor
MEMOCODE
2003
IEEE
15 years 6 months ago
Exact Runtime Analysis Using Automata-Based Symbolic Simulation
In this paper, we present a technique for determining tight bounds on the execution time of assembler programs. Thus, our method is independent of the design flow, but takes into...
Tobias Schüle, Klaus Schneider