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ICTAI
2009
IEEE
9 years 1 months ago
Learning Constrained Edit State Machines
Laurent Boyer 0002, Olivier Gandrillon, Amaury Hab...
ICTAI
2009
IEEE
9 years 1 months ago
A Knowledge-Light Nonlinear Case-Based Reasoning Approach to Radiotherapy Planning
Radiation is often used in prostate cancer treatments. Radiotherapy treatment planning is a complex decision making process. In order to make a patient well, the oncologist has to...
Nishikant Mishra, Sanja Petrovic, Santhanam Sundar
ICTAI
2009
IEEE
9 years 1 months ago
Stochastic Offline Programming
We propose a framework which we call stochastic offline programming (SOP). The idea is to embed the development of combinatorial algorithms in an off-line learning environment whi...
Yuri Malitsky, Meinolf Sellmann
ICTAI
2009
IEEE
9 years 1 months ago
Merging Conflicting Propositional Knowledge by Similarity
The paper discusses a new approach to merging conflicting propositional knowledge bases which builds on the idea that consistency can often be restored by interpreting proposition...
Steven Schockaert, Henri Prade
ICTAI
2009
IEEE
9 years 1 months ago
A Generalized Cyclic-Clustering Approach for Solving Structured CSPs
We propose a new method for solving structured CSPs which generalizes and improves the Cyclic-Clustering approach [4]. First, the cutset and the tree-decomposition of the constrai...
Cédric Pinto, Cyril Terrioux
ICTAI
2009
IEEE
9 years 1 months ago
TiMDPpoly: An Improved Method for Solving Time-Dependent MDPs
We introduce TiMDPpoly, an algorithm designed to solve planning problems with durative actions, under probabilistic uncertainty, in a non-stationary, continuous-time context. Miss...
Emmanuel Rachelson, Patrick Fabiani, Fréd&e...
ICTAI
2009
IEEE
9 years 1 months ago
Merging Qualitative Constraint Networks in a Piecewise Fashion
We address the problem of merging qualitative constraints networks (QCNs). We point out a merging algorithm which computes a consistent QCN representing a global view of the input...
Jean-François Condotta, Souhila Kaci, Pierr...
ICTAI
2009
IEEE
9 years 1 months ago
Real-Valued Feature Selection by Mutual Information of Order 2
The selection of features for classification, clustering and approximation is an important task in pattern recognition, data mining and soft computing. For real-valued features, th...
Rüdiger W. Brause
ICTAI
2009
IEEE
9 years 1 months ago
Constraint-Based Evolutionary QoS Adaptation for Power Utility Communication Networks
This paper studies an evolutionary multiobjective optimization algorithm, called EVOLT, which heuristically optimizes QoS (quality of service) in communication networks for electr...
Paskorn Champrasert, Junichi Suzuki, Tetsuo Otani
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