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IJON
2006
99views more  IJON 2006»
13 years 9 months ago
Learning vector quantization: The dynamics of winner-takes-all algorithms
Winner-Takes-All (WTA) prescriptions for Learning Vector Quantization (LVQ) are studied in the framework of a model situation: Two competing prototype vectors are updated accordin...
Michael Biehl, Anarta Ghosh, Barbara Hammer
MANSCI
2006
121views more  MANSCI 2006»
13 years 9 months ago
Methodologies and Algorithms for Group-Rankings Decision
The problem of group ranking, a.k.a. rank aggregation, has been studied in contexts varying from sports, to multi-criteria decision making, to machine learning, to ranking web pag...
Dorit S. Hochbaum, Asaf Levin
WG
2009
Springer
14 years 3 months ago
Chordal Digraphs
Chordal graphs, also called triangulated graphs, are important in algorithmic graph theory. In this paper we generalise the definition of chordal graphs to the class of directed ...
Daniel Meister, Jan Arne Telle
AAAI
2006
13 years 10 months ago
Representing Systems with Hidden State
We discuss the problem of finding a good state representation in stochastic systems with observations. We develop a duality theory that generalizes existing work in predictive sta...
Christopher Hundt, Prakash Panangaden, Joelle Pine...
IJCAI
2003
13 years 10 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