State-of-the-art rule-based tools for morphological disambiguation use either manually crafted rules or rules learnt from manually annotated data. this paper presents a new method of learning rules for morphological d...
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the proceedings contain 27 papers. the special focus in this conference is on inductivelogicprogramming. the topics include: Probabilistic relational models;inductive databases (abstract);some elements of machine le...
ISBN:
(纸本)3540661093
the proceedings contain 27 papers. the special focus in this conference is on inductivelogicprogramming. the topics include: Probabilistic relational models;inductive databases (abstract);some elements of machine learning (extended abstract);refinement operators can be (weakly) perfect;combining divide-and-conquer and separate-and-conquer for efficient and;effective rule induction;refining complete hypotheses in ilp;acquiring graphic design knowledge with nonmonotonic inductive learning;morphosyntactic tagging of Slovene using progol;experiments in predicting biodegradability;a first-order Bayesian classifier;building background knowledge into a refinement operator for inductivelogicprogramming;a strong complete schema for inductive functional logicprogramming;application of different learning methods to Hungarian part-of-speech tagging;combining lapis and wordnet for the learning of LR parsers with optimal semantic constraints;learning word segmentation rules for tag prediction;approximate ilp rules by back propagation neural network;rule evaluation measures: a unifying view;improving part-of-speech disambiguation rules by adding linguistic knowledge;on sufficient conditions for learnability of logic programs from positive data;a bounded search space of clausal theories;discovering new knowledge from graph data using inductivelogicprogramming;analogical prediction;generalizing refinement operators to learn prenex conjunctive normal forms;theory recovery;instance based function learning;some properties of inverse resolution in normal logic programs;an assessment of ilp-assisted models for toxicology and the PTE-3 experiment.
the inherent dangers of change are often summed up in the misquoted Chinese curse “May you live in interesting times.” the submission procedure for the 16thinternationalconference of inductivelogicprogramming (I...
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ISBN:
(数字)9783540738473
ISBN:
(纸本)9783540738466
the inherent dangers of change are often summed up in the misquoted Chinese curse “May you live in interesting times.” the submission procedure for the 16thinternationalconference of inductivelogicprogramming (ilp 2006) was a radical (hopefully interesting but not cursed) departure from previous years. Submissions were requested in two phases. the ?rst phase involved submission of short papers (three pages) which were then presented at the conference and included in a short papers proceedings. In the second phase, reviewers selected papersforlongpapersubmission(15pagesmaximum).thesewerethenassessed by the same reviewers, who then decided which papers to include in the journal special issue and proceedings. In the ?rst phase there were a record 77 papers, comparedto the usual20 orso long *** was- viewed by three reviewers. Out of these, 71 contributors were invited to submit long papers. Out of the long paper submissions, 7 were selected for the - chine Learning Journal special issue and 27 were accepted for the proceedings. In addition, two papers were nominated by Program Committee referees for the applications prize and two for the theory prize. the papers represent the div- sity and vitality in present ilp research including ilptheory, implementations, search and phase transition, distributed and large-scale learning, probabilistic ilp, biological applications, natural language learning and planning and action learning.
this book constitutes the refereed proceedings of the 8thinternationalconference on inductivelogicprogramming, ilp-98, held in Madison, Wisconsin, USA, in July 1998.;the 27 revised full papers presented together w...
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ISBN:
(数字)9783540690597
ISBN:
(纸本)9783540647386
this book constitutes the refereed proceedings of the 8thinternationalconference on inductivelogicprogramming, ilp-98, held in Madison, Wisconsin, USA, in July 1998.;the 27 revised full papers presented together withthe abstracts of three invited talks were carefully reviewed and selected for inclusion in the book. All relevant aspects of inductivelogicprogramming are covered ranging from theory to implementations and applications.
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