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ECML
2006
Springer
14 years 19 days ago
An Efficient Approximation to Lookahead in Relational Learners
Abstract. Greedy machine learning algorithms suffer from shortsightedness, potentially returning suboptimal models due to limited exploration of the search space. Greedy search mis...
Jan Struyf, Jesse Davis, C. David Page Jr.
FOIKS
2008
Springer
13 years 10 months ago
Defeasible Reasoning and Partial Order Planning
Abstract. Argumentation-based formalisms provide a way of considering the defeasible nature of reasoning with partial and often erroneous knowledge in a given environment. This pro...
Diego R. García, Alejandro Javier Garc&iacu...
CGO
2007
IEEE
14 years 3 months ago
Run-Time Support for Optimizations Based on Escape Analysis
The JavaTM programming language does not allow the programmer to influence memory management. An object is usually allocated on the heap and deallocated by the garbage collector ...
Thomas Kotzmann, Hanspeter Mössenböck
BILDMED
2006
163views Algorithms» more  BILDMED 2006»
13 years 10 months ago
CLARET: A Tool for Fully Automated Evaluation of MRSI with Pattern Recognition Methods
Abstract. Magnetic Resonance Spectroscopic Imaging (MRSI) measures relative concentrations of metabolites in vivo and can thus be used for the diagnosis of certain tumors. We intro...
B. Michael Kelm, Bjoern H. Menze, T. Neff, Christi...
POPL
2010
ACM
14 years 6 months ago
Counterexample-Guided Focus
The automated inference of quantified invariants is considered one of the next challenges in software verification. The question of the right precision-efficiency tradeoff for the...
Andreas Podelski, Thomas Wies