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TIT
2002
164views more  TIT 2002»
15 years 2 months ago
On the generalization of soft margin algorithms
Generalization bounds depending on the margin of a classifier are a relatively recent development. They provide an explanation of the performance of state-of-the-art learning syste...
John Shawe-Taylor, Nello Cristianini
TROB
2002
127views more  TROB 2002»
15 years 2 months ago
Probabilistic pursuit-evasion games: theory, implementation, and experimental evaluation
We consider the problem of having a team of Unmanned Aerial Vehicles (UAV) and Unmanned Ground Vehicles (UGV) pursue a second team of evaders while concurrently building a map in a...
René Vidal, Omid Shakernia, H. Jin Kim, Dav...
IWSEC
2010
Springer
15 years 1 months ago
Securing MANET Multicast Using DIPLOMA
Multicast traffic, such as live audio/video streaming, is an important application for Mobile Ad Hoc Networks (MANETs), including those used by militaries and disaster recovery tea...
Mansoor Alicherry, Angelos D. Keromytis
PVLDB
2010
129views more  PVLDB 2010»
15 years 1 months ago
AXART - Enabling Collaborative Work with AXML Artifacts
The workflow models have been essentially operation-centric for many years, ignoring almost completely the data aspects. Recently, a new paradigm of data-centric workflows, call...
Bogdan Marinoiu, Serge Abiteboul, Pierre Bourhis, ...
CORR
2010
Springer
119views Education» more  CORR 2010»
15 years 14 days ago
On Probabilistic Parallel Programs with Process Creation and Synchronisation
We initiate the study of probabilistic parallel programs with dynamic process creation and synchronisation. To this end, we introduce probabilistic split-join systems (pSJSs), a mo...
Stefan Kiefer, Dominik Wojtczak