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» Directions for Research in Approximate System Analysis
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ICLP
2009
Springer
14 years 8 months ago
Preprocessing for Optimization of Probabilistic-Logic Models for Sequence Analysis
Abstract. A class of probabilistic-logic models is considered, which increases the expressibility from HMM's and SCFG's regular and contextfree languages to, in principle...
Henning Christiansen, Ole Torp Lassen
ML
2008
ACM
248views Machine Learning» more  ML 2008»
13 years 7 months ago
Feature selection via sensitivity analysis of SVM probabilistic outputs
Feature selection is an important aspect of solving data-mining and machine-learning problems. This paper proposes a feature-selection method for the Support Vector Machine (SVM) l...
Kai Quan Shen, Chong Jin Ong, Xiao Ping Li, Einar ...
CDC
2010
IEEE
105views Control Systems» more  CDC 2010»
13 years 2 months ago
Learning in mean-field oscillator games
This research concerns a noncooperative dynamic game with large number of oscillators. The states are interpreted as the phase angles for a collection of non-homogeneous oscillator...
Huibing Yin, Prashant G. Mehta, Sean P. Meyn, Uday...
ICC
2008
IEEE
122views Communications» more  ICC 2008»
14 years 2 months ago
Analysis of Fixed Outage Transmission Schemes: A Finer Look at the Full Multiplexing Point
— This paper studies the performance of transmission schemes that have rate that increases with average SNR while maintaining a fixed outage probability. This is in contrast to ...
Peng Wu, Nihar Jindal
INFSOF
2010
112views more  INFSOF 2010»
13 years 6 months ago
Experimental program analysis
Program analysis techniques are used by software engineers to deduce and infer characteristics of software systems. Recent research has suggested that certain program analysis tec...
Joseph R. Ruthruff, Sebastian G. Elbaum, Gregg Rot...