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133
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ICDM
2005
IEEE
161views Data Mining» more  ICDM 2005»
15 years 8 months ago
Making Logistic Regression a Core Data Mining Tool with TR-IRLS
Binary classification is a core data mining task. For large datasets or real-time applications, desirable classifiers are accurate, fast, and need no parameter tuning. We presen...
Paul Komarek, Andrew W. Moore
124
Voted
CP
2004
Springer
15 years 8 months ago
Controllability of Soft Temporal Constraint Problems
In real-life temporal scenarios, uncertainty and preferences are often essential, coexisting aspects. We present a formalism where temporal constraints with both preferences and un...
Francesca Rossi, Kristen Brent Venable, Neil Yorke...
WAOA
2004
Springer
132views Algorithms» more  WAOA 2004»
15 years 8 months ago
Stochastic Online Scheduling on Parallel Machines
We consider a non-preemptive, stochastic parallel machine scheduling model with the goal to minimize the weighted completion times of jobs. In contrast to the classical stochastic ...
Nicole Megow, Marc Uetz, Tjark Vredeveld
NIPS
2008
15 years 4 months ago
Multi-Agent Filtering with Infinitely Nested Beliefs
In partially observable worlds with many agents, nested beliefs are formed when agents simultaneously reason about the unknown state of the world and the beliefs of the other agen...
Luke S. Zettlemoyer, Brian Milch, Leslie Pack Kael...
97
Voted
TACAS
2009
Springer
106views Algorithms» more  TACAS 2009»
15 years 9 months ago
Hierarchical Set Decision Diagrams and Regular Models
Abstract. This paper presents algorithms and data structures that exploit a compositional and hierarchical specification to enable more efficient symbolic modelchecking. We encod...
Yann Thierry-Mieg, Denis Poitrenaud, Alexandre Ham...