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Inductive Logic Programming - 17th International Conference, ILP 2007, Corvallis, OR, USA, June 19-21, 2007, Revised Selected Papers (Paperback, 2008 ed.)
Hendrik Blockeel, Jan Ramon, Jude Shavlik, Prasad Tadepalli
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R1,591
Discovery Miles 15 910
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Ships in 10 - 15 working days
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ILP 2007, the 17th Conference on Inductive Logic Programming, was
held in Corvallis, Oregon, USA, June 19-21, and was collocated with
the 24th Inter- tional Conferenceon Machine Learning.The
programconsisted of 15 full and 14 short presentations, a poster
session, keynote talks by Paolo Frasconi (Learning
withKernelsandLogicalRepresentations)andDavidJensen(BeyondPrediction:
Directions for Probabilistic and Relational Learning), and several
joint sessions with ICML. Thirty-eight submissions were received
this year, out of which ?fteen were accepted for publication in the
proceedings as full papers and eleven as short papers.Inclusionin
the proceedings was decided bytaking into accountnotonly the
relevance and quality of the work described, but also the quality
and level of
maturityofthetext.Severalmoresubmissionswereacceptedaswork-in-progress
presentations. Thus the 2007 edition of ILP continued the tradition
of adopting high selectivity for published papers, while at the
same time o?ering a forum for work in progress. All accepted papers
were made available in temporary online proceedings during the
conference. Revised versions of the submitted papers, incorporating
feedback from discussions at the conference, are included either in
the proce- ings of the conference (this volume) or, for a small
number of selected papers, in a special issue of theMachine
Learning journal (abstracts of these are included in this volume).
Papers reporting on work in progress remain available in the online
proceedings, athttp: //pages.cs.wisc.edu/ shavlik/ilp07wip/
This book constitutes the thoroughly refereed post-conference
proceedings of the 24th International Conference on Inductive Logic
Programming, ILP 2014, held in Nancy, France, in September 2014.
The 14 revised papers presented were carefully reviewed and
selected from 41 submissions. The papers focus on topics such as
the inducing of logic programs, learning from data represented with
logic, multi-relational machine learning, learning from graphs, and
applications of these techniques to important problems in fields
like bioinformatics, medicine, and text mining.
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