Inductive Logic Programming

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Inductive Logic Programming / ILP (Conference), Rui Camacho, Ross King, Ashwin Srinivasan

資料種別:

電子ブック

出版情報:

SpringerLink Books - AutoHoldings
Springer Berlin / Heidelberg, 2004

著者名:

ISBN:

9783540229414 [3540229418]
9783540301097 [3540301097]

書誌ID:

OB00496496

子書誌情報

フルテキスト

所蔵情報

書誌詳細

その他の標題:

14TH INTERNATIONAL CONFERENCE, ILP 2004, PORTO, PORTUGAL, SEPTEMBER 6-8, 2004, PROCEEDINGS

言語:

英語

目次情報:

Invited Papers

Automated Synthesis of Data Analysis Programs: Learning in Logic / Wray Buntine

At the Interface of Inductive Logic Programming and Statistics / James Cussens

From Promising to Profitable Applications of ILP: A Case Study in Drug Discovery / Luc Dehaspe

Systems Biology: A New Challenge for ILP / Steve Oliver

Scaling Up ILP: Experiences with Extracting Relations from Biomedical Text / Jude Shavlik

Research Papers

Macro-Operators Revisited in Inductive Logic Programming / Erick Alphonse

Bottom-Up ILP Using Large Refinement Steps / Marta Arias ; Roni Khardon

On the Effect of Caching in Recursive Theory Learning / Margherita Berardi ; Antonio Varlaro ; Donato Malerba

FOIL-D: Efficiently Scaling FOIL for Multi-relational Data Mining of Large Datasets / Joseph Bockhorst ; Irene Ong

Learning an Approximation to Inductive Logic Programming Clause Evaluation / Frank DiMaio

Learning Ensembles of First-Order Clauses for Recall-Precision Curves: A Case Study in Biomedical Information Extraction / Mark Goadrich ; Louis Oliphant

Automatic Induction of First-Order Logic Descriptors Type Domains from Observations / Stefano Ferilli ; Floriana Esposito ; Teresa M.A. Basile ; Nicola Di Mauro

On Avoiding Redundancy in Inductive Logic Programming / Nuno Fonseca ; VÃtor S. Costa ; Fernando Silva ; Rui Camacho

Generalization Algorithms for Second-Order Terms / Kouichi Hirata ; Takeshi Ogawa ; Masateru Harao

Circumscription Policies for Induction / Katsumi Inoue ; Haruka Saito

Logical Markov Decision Programs and the Convergence of Logical TD(?) / Kristian Kersting ; Luc De Raedt

Learning Goal Hierarchies from Structured Observations and Expert Annotations / Tolga KÃ¶nik ; John Laird

Efficient Evaluation of Candidate Hypotheses in AL-log / Francesca A. Lisi

An Efficient Algorithm for Reducing Clauses Based on Constraint Satisfaction Techniques / JÃ©rÃ´me Maloberti ; Einoshin Suzuki

Improving Rule Evaluation Using Multitask Learning / Mark D. Reid

Learning Logic Programs with Annotated Disjunctions / Fabrizio Riguzzi

A Simulated Annealing Framework for ILP / Mathieu Serrurier ; Henri Prade ; Gilles Richard

Modelling Inhibition in Metabolic Pathways

Through Abduction and Induction / Alireza Tamaddoni-Nezhad ; Antonis Kakas ; Stephen Muggleton ; Florencio Pazos

First Order Random Forests with Complex Aggregates / Celine Vens ; Anneleen Van Assche ; Hendrik Blockeel ; SaÃœo D eroski

A Monte Carlo Study of Randomised Restarted Search in ILP / Filip Ã„eleznÃ½ ; Ashwin Srinivasan ; David Page

Addendum

Learning, Logic, and Probability: A Unified View / Pedro Domingos

Author Index

Invited Papers

Automated Synthesis of Data Analysis Programs: Learning in Logic / Wray Buntine

At the Interface of Inductive Logic Programming and Statistics / James Cussens

From Promising to Profitable Applications of ILP: A Case Study in Drug Discovery / Luc Dehaspe

Systems Biology: A New Challenge for ILP / Steve Oliver

Scaling Up ILP: Experiences with Extracting Relations from Biomedical Text / Jude Shavlik

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