Inductive Logic Programming
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Inductive Logic Programming: 7th International Workshop, ILP-97, Prague, Czech Republic, September 17-20, 1997, Proceedings
By Nada Lavrač, Saso DzeroskiThis book constitutes the strictly refereed post-workshop proceedings of the 6th International Workshop on Inductive Logic Programming, ILP-96, held in Stockholm, Sweden, in August 1996.
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Inductive Logic Programming: 25th International Conference, ILP 2015, Kyoto, Japan, August 20-22, 2015, Revised Selected Papers
By Katsumi Inoue, Hayato Ohwada, Akihiro YamamotoOntology learning is an interdisciplinary research field drawing on techniques from Formal Concept Analysis [13,14], Natural Language Processing [15,16] and machine learning [6,16,17], to name a few. One classification of ontology ...
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Inductive Logic Programming: 23rd International Conference, ILP 2013, Rio de Janeiro, Brazil, August 28-30, 2013, Revised Selected Papers
By Gerson Zaverucha, Vítor Santos Costa, Aline PaesWiley, New York (1994) 5. Bohan, D.A., Caron-Lormier, G., Muggleton, S.H., Raybould, A., TamaddoniNezhad, A.: Automated discovery of food webs from ecological data using logicbased machine learning. PloS ONE 6(12), ...
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Inductive Logic Programming: 30th International Conference, ILP 2021, Virtual Event, October 25–27, 2021, Proceedings
By Nikos KatzourisAlthough the classification accuracy achieved in this paper is still inferior to the state of the art of NN technologies,6 the current paper shows potentials of symbolic reasoning for feature learning from raw data.
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Inductive Logic Programming: 8th International Conference, ILP-98, Madison, Wisconsin, USA, July 22-24, 1998, Proceedings
By David PagePlotkin , G. D .: A further note on inductive generalization . In B. Meltzer and D. Michie ( Eds . ) : Machine Intelligence 6. Elsevier , New York ( 1971 ) 6. Quinlan , J. R .: Learning Logical Definitions from Relations .
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Inductive Logic Programming: 11th International Conference, ILP 2001, Strasbourg, France, September 9-11, 2001. Proceedings
By Celine Rouveirol, Michele SebagKersting and De Raedt [12] discuss a gradient-based method to solve the same problem for Bayesian logic programs. Friedman et al. [6,7] tackle the problem of learning the logical structure of first order probabilistic models.
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Inductive Logic Programming: 24th International Conference, ILP 2014, Nancy, France, September 14-16, 2014, Revised Selected Papers
By Jesse Davis, Jan Ramon6 Conclusions We presented initial results on machine learning of general predictive models from ecological data. We have considered two different but related directions to extend our previous approach for machine learning of food-webs: ...
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Inductive Logic Programming: 12th International Conference, ILP 2002, Sydney, Australia, July 9-11, 2002. Revised Papers
By Claude Sammut, Stan MatwinParameter estimation in stochastic logic programs. ... 6. S. Muggleton. Inverse entailment and Progol. New Generation Computing, 13:245– 286, 1995. 7. S. Muggleton. Inductive logic programming: ... Learning stochastic logic programs.
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Inductive Logic Programming: 14th International Conference, ILP 2004, Porto, Portugal, September 6-8, 2004, Proceedings
By Ross King, Rui Camacho, Ashwin SrinivasanEssentials of Logic Programming. Oxford University Press, 1990. 14. S.-H. Nienhuys-Cheng and R. de Wolf. Foundations of Inductive Logic Programming, volume 1228 of Lecture Notes in Artificial Intelligence. Springer-Verlag, 1997. 15.
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Inductive Logic Programming: 20th International Conference, ILP 2010, Florence, Italy, June 27-30, 2010, Revised Papers
By Paolo Frasconi, Francesca A. Lisi... C.J.: Essentials of logic programming. Oxford University Press, New York (1990) 4. Heras, F., Larrosa, J., Oliveras, A.: MINIMAXSAT: an efficient weighted max-SAT solver. Journal of Artificial Intelligence Research 31(1), ...
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Inductive Logic Programming: From Machine Learning to Software Engineering
By Francesco Bergadano, Daniele GunettiIn this book they provide an extended, up-to-date survey of ILP, emphasizing methods and systems suitable for software engineering applications, including inductive program development, testing, and maintenance.
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Inductive Logic Programming
By Stephen MuggletonThis book describes the theory, implementations and applications of Inductive Logic Programming.
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Inductive Logic Programming: 6th International Workshop, ILP-96, Stockholm, Sweden, August 26-28, 1996, Selected Papers
By Stephen MuggletonThis book constitutes the strictly refereed post-workshop proceedings of the 6th International Workshop on Inductive Logic Programming, ILP-96, held in Stockholm, Sweden, in August 1996.
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Inductive Logic Programming: Techniques and Applications
By Nada Lavrač, Saso DzeroskiInductive Logic Programming: Techniques and Applications
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Inductive Logic Programming: 29th International Conference, ILP 2019, Plovdiv, Bulgaria, September 3–5, 2019, Proceedings
By Dimitar Kazakov, Can ErtenThis book constitutes the refereed conference proceedings of the 29th International Conference on Inductive Logic Programming, ILP 2019, held in Plovdiv, Bulgaria, in September 2019.
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Inductive Logic Programming: 28th International Conference, ILP 2018, Ferrara, Italy, September 2–4, 2018, Proceedings
By Fabrizio Riguzzi, Elena Bellodi, Riccardo ZeseThis book constitutes the refereed conference proceedings of the 28th International Conference on Inductive Logic Programming, ILP 2018, held in Ferrara, Italy, in September 2018.
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Inductive Logic Programming: 13th International Conference, ILP 2003, Szeged, Hungary, September 29 - October 1, 2003, Proceedings
By Akihiro Yamamoto, Tamas HorvathThis book constitutes the refereed proceedings of the 13th International Conference on Inductive Logic Programming, ILP 2003, held in Szeged, Hungary in September/October 2003.
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Inductive Logic Programming: 17th International Conference, ILP 2007, Corvallis, OR, USA, June 19-21, 2007, Revised Selected Papers
By Hendrik BlockeelThis book constitutes the thoroughly refereed post-conference proceedings of the 17th International Conference on Inductive Logic Programming, ILP 2007, held in Corvallis, OR, USA, in June 2007 in conjunction with ICML 2007, the ...
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Inductive Logic Programming: 10th International Conference, ILP 2000, London, UK, July 24-27, 2000 Proceedings
By James Cussens, Alan FrischThis book constitutes the refereed proceedings of the 10th International Conference on Inductive Logic Programming, ILP 2000, held in London, UK in July 2000 as past of CL 2000.
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Inductive Logic Programming: 9th International Workshop, ILP-99, Bled, Slovenia, June 24-27, 1999, Proceedings
By Saso DzeroskiWewishtothank AlfredHofmannandAnnaKramerofSpringer-Verlagfortheircooperationin publishing these proceedings. Finally, we gratefully acknowledge the nancial supportprovidedbythesponsorsofILP-99.