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KDD
2005
ACM
117views Data Mining» more  KDD 2005»
16 years 7 months ago
Rule extraction from linear support vector machines
We describe an algorithm for converting linear support vector machines and any other arbitrary hyperplane-based linear classifiers into a set of non-overlapping rules that, unlike...
Glenn Fung, Sathyakama Sandilya, R. Bharat Rao
KDD
2002
ACM
119views Data Mining» more  KDD 2002»
16 years 7 months ago
Evaluating classifiers' performance in a constrained environment
In this paper, we focus on methodology of finding a classifier with a minimal cost in presence of additional performance constraints. ROCCH analysis, where accuracy and cost are i...
Anna Olecka
VLSID
2007
IEEE
120views VLSI» more  VLSID 2007»
16 years 7 months ago
Statistical Leakage and Timing Optimization for Submicron Process Variation
Leakage power is becoming a dominant contributor to the total power consumption and dual-Vth assignment is an efficient technique to decrease leakage power, for which effective de...
Yuanlin Lu, Vishwani D. Agrawal
VLSID
2007
IEEE
126views VLSI» more  VLSID 2007»
16 years 7 months ago
An ECO Technique for Removing Crosstalk Violations in Clock Networks
Crosstalk noise in the clock network of digital circuits is often detected late in the design cycle, sometimes as late as after first silicon. It is therefore necessary to fix cros...
Amit Kumar, Krishnendu Chakrabarty, Chunduri Rama ...
VLSID
2005
IEEE
167views VLSI» more  VLSID 2005»
16 years 7 months ago
A Methodology and Tooling Enabling Application Specific Processor Design
This paper presents a highly efficient processor design methodology based on the LISA 2.0 language. Typically the architecture design phase is dominated by an iterative processor ...
Andreas Hoffmann, Frank Fiedler, Achim Nohl, Suren...
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