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143
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ECSQARU
2009
Springer
15 years 2 months ago
Soft Constraints Processing over Divisible Residuated Lattices
We claim that divisible residuated lattices (DRLs) can act as a unifying evaluation framework for soft constraint satisfaction problems (soft CSPs). DRLs form the algebraic semanti...
Simone Bova
143
Voted
ICDM
2009
IEEE
142views Data Mining» more  ICDM 2009»
15 years 2 months ago
Building Classifiers with Independency Constraints
In this paper we study the problem of classifier learning where the input data contains unjustified dependencies between some data attributes and the class label. Such cases arise...
Toon Calders, Faisal Kamiran, Mykola Pechenizkiy
PROCEDIA
2011
14 years 7 months ago
Exact Closest String as a Constraint Satisfaction Problem
We report the first evaluation of Constraint Satisfaction as a computational framework for solving closest string problems. We show that careful consideration of symbol occurrenc...
Tom Kelsey, Lars Kotthoff
CP
2009
Springer
16 years 5 months ago
Propagator Groups
This paper introduces propagator groups as an abstraction for controlling the execution of propagators as implementations of constraints. Propagator groups enable users of a constr...
Mikael Z. Lagerkvist, Christian Schulte
ECP
1997
Springer
88views Robotics» more  ECP 1997»
15 years 9 months ago
A Time and Resource Problem for Planning Architectures
This paper concerns the problem of resource reasoning in planning. It defines formally a constraint satisfaction problem, the Time and Resource Problem (T RP), in which resource r...
Amedeo Cesta, Cristiano Stella