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COLT
2000
Springer
14 years 2 months ago
The Computational Complexity of Densest Region Detection
We investigate the computational complexity of the task of detecting dense regions of an unknown distribution from un-labeled samples of this distribution. We introduce a formal l...
Shai Ben-David, Nadav Eiron, Hans-Ulrich Simon
COLT
2000
Springer
14 years 2 months ago
Entropy Numbers of Linear Function Classes
This paper collects together a miscellany of results originally motivated by the analysis of the generalization performance of the “maximum-margin” algorithm due to Vapnik and...
Robert C. Williamson, Alex J. Smola, Bernhard Sch&...
CONCUR
2000
Springer
14 years 2 months ago
Formal Models for Communication-Based Design
Concurrency is an essential element of abstract models for embedded systems. Correctness and e ciency of the design depend critically on the way concurrency is formalized and imple...
Alberto L. Sangiovanni-Vincentelli, Marco Sgroi, L...
DIAGRAMS
2000
Springer
14 years 2 months ago
Positive Semantics of Projections in Venn-Euler Diagrams
Venn diagrams and Euler circles have long been used as a means of expressing relationships among sets using visual metaphors such as \disjointness" and \containment" of t...
Joseph Gil, John Howse, Elena Tulchinsky
DL
2000
Springer
173views Digital Library» more  DL 2000»
14 years 2 months ago
Content-based book recommending using learning for text categorization
Recommender systems improve access to relevant products and information by making personalized suggestions based on previous examples of a user's likes and dislikes. Most exi...
Raymond J. Mooney, Loriene Roy