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AAAI
2007
13 years 10 months ago
Learning to Solve QBF
We present a novel approach to solving Quantified Boolean Formulas (QBF) that combines a search-based QBF solver with machine learning techniques. We show how classification met...
Horst Samulowitz, Roland Memisevic
NAACL
2007
13 years 10 months ago
Data-Driven Graph Construction for Semi-Supervised Graph-Based Learning in NLP
Graph-based semi-supervised learning has recently emerged as a promising approach to data-sparse learning problems in natural language processing. All graph-based algorithms rely ...
Andrei Alexandrescu, Katrin Kirchhoff
CCGRID
2010
IEEE
13 years 6 months ago
Overdimensioning for Consistent Performance in Grids
Grid users may experience inconsistent performance due to specific characteristics of grids, such as fluctuating workloads, high failure rates, and high resource heterogeneity. Alt...
Nezih Yigitbasi, Dick H. J. Epema
CP
2004
Springer
14 years 1 months ago
Challenges for Constraint Programming in Networking
In this talk we present a number of problems for network design, planning and analysis and show how they can be addressed with different hybrid CP solutions. Clearly, this problem...
Helmut Simonis
AIPS
2006
13 years 10 months ago
Challenges for Temporal Planning with Uncertain Durations
We investigate the problem of temporal planning with concurrent actions having stochastic durations, especially in the context of extended-state-space based planners. The problem ...
Mausam, Daniel S. Weld