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» Accuracy of Techniques for the Logical Analysis of Data
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ISMDA
2005
Springer
14 years 27 days ago
Relevance, Redundancy and Differential Prioritization in Feature Selection for Multiclass Gene Expression Data
The large number of genes in microarray data makes feature selection techniques more crucial than ever. From various ranking-based filter procedures to classifier-based wrapper tec...
Chia Huey Ooi, Madhu Chetty, Shyh Wei Teng
PAMI
2010
276views more  PAMI 2010»
13 years 5 months ago
Local-Learning-Based Feature Selection for High-Dimensional Data Analysis
—This paper considers feature selection for data classification in the presence of a huge number of irrelevant features. We propose a new feature selection algorithm that addres...
Yijun Sun, Sinisa Todorovic, Steve Goodison
ICCAD
1996
IEEE
140views Hardware» more  ICCAD 1996»
13 years 11 months ago
Register-transfer level estimation techniques for switching activity and power consumption
We present techniques for estimating switching activity and power consumption in register-transfer level (RTL) circuits. Previous work on this topic has ignored the presence of gl...
Anand Raghunathan, Sujit Dey, Niraj K. Jha
KI
2007
Springer
14 years 1 months ago
Relational Exploration - Reconciling Plato and Aristotle
Abstract. We provide an interactive method for knowledge acquisition combining approaches from description logic and formal concept analysis. Based on present data, hypothetical ru...
Sebastian Rudolph
ISQED
2005
IEEE
133views Hardware» more  ISQED 2005»
14 years 29 days ago
Sensitivity-Based Gate Delay Propagation in Static Timing Analysis
This paper presents a methodology for accurate propagation of delay information through a gate for the purpose of static timing analysis (STA) in the presence of noise. Convention...
Shahin Nazarian, Massoud Pedram, Emre Tuncer, Tao ...