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EUROCOLT
1995
Springer
14 years 1 months ago
A decision-theoretic generalization of on-line learning and an application to boosting
k. The model we study can be interpreted as a broad, abstract extension of the well-studied on-line prediction model to a general decision-theoretic setting. We show that the multi...
Yoav Freund, Robert E. Schapire
PODC
1991
ACM
14 years 1 months ago
Resource Bounds for Self Stabilizing Message Driven Protocols
Abstract. Self-stabilizing message driven protocols are deļ¬ned and discussed. The class weakexclusion that contains many natural tasks such as -exclusion and token-passing is deļ...
Shlomi Dolev, Amos Israeli, Shlomo Moran
ADHOCNETS
2009
Springer
14 years 11 days ago
Supporting Proactive Application Event Notification to Improve Sensor Network Performance
Abstract. As wireless sensor networks gain in popularity, many deployments are posing new challenges due to their diverse topologies and resource constraints. Previous work has sho...
Christophe J. Merlin, Wendi B. Heinzelman
DLOG
2007
14 years 7 days ago
Action Based ABox Update: an Example from the Chemical Compound Formulation
Abstract. The Chemical Formulation Problem (Compounding Problem) consists in modifying the chemical formulation of a compound in order to obtain a new compound showing a set of des...
Alessandro Mosca, Matteo Palmonari
AUSAI
2008
Springer
13 years 12 months ago
Additive Regression Applied to a Large-Scale Collaborative Filtering Problem
Abstract. The much-publicized Netflix competition has put the spotlight on the application domain of collaborative filtering and has sparked interest in machine learning algorithms...
Eibe Frank, Mark Hall