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检索条件"任意字段=14th International Conference ILP 2004: Inductive Logic Programming"
50 条 记 录,以下是31-40 订阅
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A simulated annealing framework for ilp
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14th international conference on inductive logic programming (ilp 2004)
作者: Serrurier, M Prade, H Richard, G Univ Toulouse 3 IRIT F-31062 Toulouse France
In inductive logic programming (ilp), algorithms which are purely of the bottom-up or top-down type encounter several problems in practice. Since a majority of them axe greedy ones, these algorithms find clauses in lo... 详细信息
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Learning logic programs with annotated disjunctions
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14th international conference on inductive logic programming (ilp 2004)
作者: Riguzzi, F Univ Ferrara Dipartimento Ingn I-44100 Ferrara Italy
logic Programs with Annotated Disjunctions (LPADs) provide a simple and elegant framework for integrating probabilistic reasoning and logic programming. In this paper we propose an algorithm for learning LPADs. the le... 详细信息
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Modelling inhibition in metabolic pathways through abduction and induction
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14th international conference on inductive logic programming (ilp 2004)
作者: Tamaddoni-Nezhad, A Kakas, A Muggleton, S Pazos, F Univ London Imperial Coll Sci Technol & Med Dept Comp London SW7 2BZ England Univ Cyprus Dept Comp Sci Nicosia Cyprus Univ London Imperial Coll Sci Technol & Med Dept Biol Sci London SW7 2BZ England
In this paper, we study how a logical form of scientific modelling that integrates together abduction and induction can be used to understand the functional class of unknown enzymes or inhibitors. We show how we can m... 详细信息
来源: 评论
Circumscription policies for induction
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14th international conference on inductive logic programming (ilp 2004)
作者: Inoue, K Saito, H Natl Inst Informat Chiyoda Ku Tokyo 1018430 Japan NEC Corp Ltd Internet Syst Res Labs Nara 6300101 Japan
there are two types of formalization for induction in logic. In descriptive induction, induced hypotheses describe rules with respect to observations with all predicates minimized. In explanatory induction, on the oth... 详细信息
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On avoiding redundancy in inductive logic programming
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14th international conference ilp 2004: inductive logic programming
作者: Fonseca, Nuno Costa, Vitor S. Silva, Fernando Camacho, Rui DCC-FC and LIACC Universidade do Porto R. do Campo Alegre 823 4150-180 Porto Portugal COPPE/Sistemas UFRJ Centro de Tecnologia BIoco H-319 Rio de Janeiro Brazil Faculdade de Engenharia And: LIACC Universidade do Porto Rua Dr. Roberto Frias s/n 4200-465 Porto Portugal
ilp systems induce first-order clausal theories performing a search through very large hypotheses spaces containing redundant hypotheses. the generation of redundant hypotheses may prevent the systems from finding goo... 详细信息
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ilp: A short look back and a longer look forward
ILP: A short look back and a longer look forward
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10th international conference on inductive logic programming (ilp2000)
作者: Page, D Srinivasan, A Univ Wisconsin Dept Biostat & Med Informat Madison WI 53706 USA Univ Wisconsin Dept Comp Sci Madison WI 53706 USA Univ Oxford Comp Lab Oxford OX1 3QD England
inductive logic programming (ilp) is built on a foundation laid by research in machine learning and computational logic. Armed with this strong foundation, ilp has been applied to important and interesting problems in... 详细信息
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Macro-operators revisited in inductive logic programming
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14th international conference on inductive logic programming (ilp 2004)
作者: Alphonse, É INRA UR1077 MIG F-78352 Jouy En Josas France
For the last ten years a lot of work has been devoted to propositionalization techniques in relational learning. these techniques change the representation of relational problems to attribute-value problems in order t... 详细信息
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Automatic induction of first-order logic descriptors type domains from observations
Automatic induction of first-order logic descriptors type do...
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14th international conference ilp 2004: inductive logic programming
作者: Ferilli, Stefano Esposito, Floriana Basile, Teresa M. A. Mauro, Nicola Di Department of Computer Science University of Bari Italy
the types of learning systems used in the description language and its related domains are investigated. these learning systems are able to exploit meta-information to improve their performance. An algorithm, which au... 详细信息
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Discovery of functional relationships in multi-relational data using inductive logic programming
Discovery of functional relationships in multi-relational da...
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4th IEEE international conference on Data Mining
作者: Alves, A Camacho, R Oliveira, E LIACC P-4150 Oporto Portugal
ilp systems have been largely applied to datamining classification tasks with a considerable success. the use of ilp systems in regression tasks has been far less successful. Current systems have very limited numerica... 详细信息
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Query transformations for improving the efficiency of ilp systems
Query transformations for improving the efficiency of ILP sy...
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10th international conference on inductive logic programming (ilp2000)
作者: Costa, VS Srinivasan, A Camacho, R Blockeel, H Demoen, B Janssens, G Struyf, J Vandecasteele, H Van Laer, W UFRJ COPPE Sistemas Rio De Janeiro Brazil Univ Porto LIACC Oporto Portugal Univ Oxford Comp Lab Oxford England Univ Porto FEUP Oporto Portugal Katholieke Univ Leuven Dept Comp Sci B-3001 Louvain Belgium PharmaDM B-3001 Heverlee Belgium Katholieke Univ Leuven Dept Comp Sci B-3001 Louvain Belgium
Relatively simple transformations can speed up the execution of queries for data mining considerably. While some ilp systems use such transformations, relatively little is known about them or how they relate to each o... 详细信息
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