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IJCAI
2003
15 years 2 months ago
Distributed Clustering Based on Sampling Local Density Estimates
Huge amounts of data are stored in autonomous, geographically distributed sources. The discovery of previously unknown, implicit and valuable knowledge is a key aspect of the expl...
Matthias Klusch, Stefano Lodi, Gianluca Moro
IJCAI
2003
15 years 2 months ago
Multi-prototype Support Vector Machine
We extend multiclass SVM to multiple prototypes per class. For this framework, we give a compact constrained quadratic problem and we suggest an efficient algorithm for its optimi...
Fabio Aiolli, Alessandro Sperduti
IJCAI
2003
15 years 2 months ago
Automated Verification: Graphs, Logic, and Automata
Automated verification is one of the most success­ ful applications of automated reasoning in com­ puter science. In automated verification one uses algorithmic techniques to es...
Moshe Y. Vardi
IJCAI
2003
15 years 2 months ago
Great Expectations. Part I: On the Customizability of Generalized Expected Utility
We propose a generalization of expected utility that we call generalized EU (GEU), where a deci­ sion maker's beliefs are represented by plausibil­ ity measures and the dec...
Francis C. Chu, Joseph Y. Halpern
IJCAI
2003
15 years 2 months ago
Multiset Ordering Constraints
We identify a new and important global (or nonbinary) constraint which ensures that the values taken by two vectors of variables, when viewed as multisets, are ordered. This const...
Alan M. Frisch, Ian Miguel, Zeynep Kiziltan, Brahi...