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COLT
2007
Springer
16 years 25 days ago
Prediction by Categorical Features: Generalization Properties and Application to Feature Ranking
We describe and analyze a new approach for feature ranking in the presence of categorical features with a large number of possible values. It is shown that popular ranking criteria...
Sivan Sabato, Shai Shalev-Shwartz
COORDINATION
2007
Springer
16 years 25 days ago
Reactors: A Data-Oriented Synchronous/Asynchronous Programming Model for Distributed Applications
Our aim is to define the kernel of a simple and uniform programming model—the reactor model—suitable for building and evolving internet-scale programs. A reactor consists of t...
John Field, Maria-Cristina V. Marinescu, Christian...
FMICS
2007
Springer
16 years 25 days ago
An Action/State-Based Model-Checking Approach for the Analysis of Communication Protocols for Service-Oriented Applications
Abstract. In this paper we present an action/state-based logical framework for the analysis and verification of complex systems, which relies on the definition of doubly labelled...
Maurice H. ter Beek, Alessandro Fantechi, Stefania...
INFOCOM
2006
IEEE
16 years 21 days ago
BiToS: Enhancing BitTorrent for Supporting Streaming Applications
— BitTorrent (BT) in the last years has been one of the most effective mechanisms for P2P content distribution. Although BT was created for distribution of time insensitive conte...
Aggelos Vlavianos, Marios Iliofotou, Michalis Falo...
JVA
2006
IEEE
16 years 20 days ago
Programming Models for Grid Applications and Systems: Requirements and Approaches
History repeats itself. Since the invention of the programmable computer, numerous computer scientists keep dedicating their professional lives to the design of “the single, bes...
Thilo Kielmann