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CIKM
2009
Springer
15 years 5 months ago
Ensembles in adversarial classification for spam
The standard method for combating spam, either in email or on the web, is to train a classifier on manually labeled instances. As the spammers change their tactics, the performanc...
Deepak Chinavle, Pranam Kolari, Tim Oates, Tim Fin...
ICLP
2010
Springer
15 years 5 months ago
Tabling and Answer Subsumption for Reasoning on Logic Programs with Annotated Disjunctions
Probabilistic Logic Programming is an active field of research, with many proposals for languages, semantics and reasoning algorithms. One such proposal, Logic Programming with A...
Fabrizio Riguzzi, Terrance Swift
COMPSAC
2007
IEEE
15 years 5 months ago
A Component Model for the AUTOSAR Virtual Function Bus
To reduce cost and time to market of automotive software systems and simultaneously increase the products' quality, the component paradigm has achieved broad acceptance withi...
Dietmar Schreiner, Karl M. Göschka
96
Voted
KDD
2010
ACM
244views Data Mining» more  KDD 2010»
15 years 5 months ago
Connecting the dots between news articles
The process of extracting useful knowledge from large datasets has become one of the most pressing problems in today’s society. The problem spans entire sectors, from scientists...
Dafna Shahaf, Carlos Guestrin
EUROGP
2007
Springer
126views Optimization» more  EUROGP 2007»
15 years 5 months ago
Training Binary GP Classifiers Efficiently: A Pareto-coevolutionary Approach
The conversion and extension of the Incremental Pareto-Coevolution Archive algorithm (IPCA) into the domain of Genetic Programming classification is presented. In particular, the ...
Michal Lemczyk, Malcolm I. Heywood