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» Applying Predicate Abstraction to Abstract State Machines
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SAT
2009
Springer
111views Hardware» more  SAT 2009»
15 years 7 months ago
Restart Strategy Selection Using Machine Learning Techniques
Abstract. Restart strategies are an important factor in the performance of conflict-driven Davis Putnam style SAT solvers. Selecting a good restart strategy for a problem instance...
Shai Haim, Toby Walsh
IWBRS
2005
Springer
145views Biometrics» more  IWBRS 2005»
15 years 6 months ago
Face Authentication Using One-Class Support Vector Machines
Abstract. This paper proposes a new method for personal identity verification based the analysis of face images applying One Class Support Vector Machines. This is a recently intr...
Manuele Bicego, Enrico Grosso, Massimo Tistarelli
CORR
2010
Springer
158views Education» more  CORR 2010»
15 years 1 months ago
Epistemic Model Checking for Knowledge-Based Program Implementation: an Application to Anonymous Broadcast
Knowledge-based programs provide an abstract level of description of protocols in which agent actions are related to their states of knowledge. The paper describes how epistemic mo...
Omar I. Al-Bataineh, Ron van der Meyden
IEAAIE
2010
Springer
14 years 11 months ago
A Study of Detecting Computer Viruses in Real-Infected Files in the n-Gram Representation with Machine Learning Methods
Abstract. Machine learning methods were successfully applied in recent years for detecting new and unseen computer viruses. The viruses were, however, detected in small virus loade...
Thomas Stibor
DAGM
2004
Springer
15 years 4 months ago
Efficient Face Detection by a Cascaded Support Vector Machine Using Haar-Like Features
Abstract. In this paper, we present a novel method for reducing the computational complexity of a Support Vector Machine (SVM) classifier without significant loss of accuracy. We a...
Matthias Rätsch, Sami Romdhani, Thomas Vetter