| Document Date: 2008-10-06 05:34:02
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Company Markov Networks / Bayesian Networks / Markov Logic Networks / / / Facility University of Bari Via E.Orabona / / IndustryTerm iterated local search metaheuristic / generative structure learning algorithms / search process / systematic search / iterated local search / inference algorithm / clause perturbation operator / search steps / generative algorithm / discriminative weight learning algorithm / template networks / good solutions / discriminative algorithm / local search / search process starts / voted-perceptron algorithm / local search algorithms / stochastic local search / candidate solution / discriminative training algorithms / greedy local search / empty network / parallel processing / generative and discriminative structure learning algorithms / generative structure learning algorithm / candidate solutions / local search procedure / beam search / shortest first search / search space / systematic greedy search / search methods / modified candidate solution / / Organization Floriana Esposito Department of Computer Science / / Person Bari Via E.Orabona / / Technology generative structure learning algorithm / generative algorithm / 5.1 Search Strategy Algorithm / proposed algorithm / search Algorithm / Viterbi algorithm / relational database / discriminative training algorithms / voted-perceptron algorithm / SLS algorithm / discriminative algorithm / inference algorithm / local search algorithms / LazySat algorithm / generative and discriminative structure learning algorithms / generative structure learning algorithms / DSL / discriminative weight learning algorithm / parallel processing / DSL algorithm / SLS algorithms / /
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Discriminative Structure Learning of Markov Logic Networks Marenglen Biba, Stefano Ferilli and Floriana Esposito Department of Computer Science, University of Bari Via E.Orabona, [removed], Bari, Italy {biba,ferilli,espo