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.
these are the proceedings of the First internationalconference on Compu- tional logic (CL 2000) which was held at Imperial College in London from 24th to 28th July, 2000. the theme of the conference covered all aspec...
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ISBN:
(数字)9783540449577
ISBN:
(纸本)9783540677970
these are the proceedings of the First internationalconference on Compu- tional logic (CL 2000) which was held at Imperial College in London from 24th to 28th July, 2000. the theme of the conference covered all aspects of the theory, implementation, and application of computational logic, where computational logic is to be understood broadly as the use of logic in computer science. the conference was collocated withthe following events: { 6thinternationalconference on Rules and Objects in Databases (DOOD 2000) { 10thinternational Workshop on logic-based Program Synthesis and Tra- formation (LOPSTR 2000) { 10thinternationalconference on inductivelogicprogramming (ilp 2000). CL 2000 consisted of seven streams: { Program Development (LOPSTR 2000) { logicprogramming: theory and Extensions { Constraints { Automated Deduction: Putting theory into Practice { Knowledge Representation and Non-monotonic Reasoning { Database Systems (DOOD 2000) { logicprogramming: Implementations and Applications. the LOPSTR 2000 workshop constituted the program development stream and the DOOD 2000 conference constituted the database systems stream. Each stream had its own chair and program committee, which autonomously selected the papers in the area of the stream. Overall, 176 papers were submitted, of which 86 were selected to be presented at the conference and appear in these proceedings. the acceptance rate was uniform across the streams. In addition, LOPSTR 2000 accepted about 15 extended abstracts to be presented at the conference in the program development stream.
1 “Change is inevitable.” Embracing this quote we have tried to carefully exp- iment withthe format of this conference, the 15th international conference on inductive logic programming, hopefully making it even bet...
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ISBN:
(数字)9783540318514
ISBN:
(纸本)9783540281771
1 “Change is inevitable.” Embracing this quote we have tried to carefully exp- iment withthe format of this conference, the 15th international conference on inductive logic programming, hopefully making it even better than it already was. But it will be up to you, the inquisitive reader of this book, to judge our success. the major changes comprised broadening the scope of the conference to include more diverse forms of non-propositional learning, to once again have tutorials on exciting new areas, and, for the ?rst time, to also have a discovery challenge as a platform for collaborative work. this year the conference was co-located with ICML 2005, the 22nd Inter- tional conference on Machine Learning, and also in close proximity to IJCAI 2005, the 19thinternational Joint conference on Arti?cial Intelligence. - location can be tricky, but we greatly bene?ted from the local support provided by Codrina Lauth, Michael May, and others. We were also able to invite all ilp and ICML participants to shared events including a poster session, an invited talk, and a tutorial about the exciting new area of “statistical relational lea- ing”. Two more invited talks were exclusively given to ilp participants and were presented as a kind of stock-taking—?ttingly so for the 15th event in a series—but also tried to provide a recipe for future endeavours.
this book constitutes the thoroughly refereed post-proceedings of the 20thinternationalconference on inductivelogicprogramming, ilp 2010, held in Florence, Italy in June 2010.the 11 revised full papers and 15 revi...
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ISBN:
(数字)9783642212956
ISBN:
(纸本)9783642212949
this book constitutes the thoroughly refereed post-proceedings of the 20thinternationalconference on inductivelogicprogramming, ilp 2010, held in Florence, Italy in June 2010.
the 11 revised full papers and 15 revised short papers presented together with abstracts of three invited talks were carefully reviewed and selected during two rounds of refereeing and revision. All current issues in inductivelogicprogramming, i.e. in logicprogramming for machine learning are addressed, in particular statistical learning and other probabilistic approaches to machine learning are reflected.
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