{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,22]],"date-time":"2024-10-22T21:58:35Z","timestamp":1729634315875,"version":"3.28.0"},"reference-count":43,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2011,6]]},"DOI":"10.1109\/cec.2011.5949597","type":"proceedings-article","created":{"date-parts":[[2011,7,20]],"date-time":"2011-07-20T20:51:24Z","timestamp":1311195084000},"page":"54-61","source":"Crossref","is-referenced-by-count":0,"title":["Inductive Logic Programming through Estimation of Distribution Algorithm"],"prefix":"10.1109","author":[{"given":"Cristiano Grijo","family":"Pitangui","sequence":"first","affiliation":[]},{"given":"Gerson","family":"Zaverucha","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"year":"0","key":"ref39"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1023\/A:1024068626366"},{"article-title":"(1988) Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference","year":"0","author":"pearl","key":"ref33"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-36468-4_22"},{"article-title":"(2009) Adaptively Finding and Combining First-Order Rules for Large, Skewed Data Sets","year":"0","author":"olhiphant","key":"ref31"},{"key":"ref30","article-title":"(1999) Linkage learning via probabilistic modeling in the ECGA","author":"harik","year":"0","journal-title":"Urbana IL University of Illinois Genetic Algorithms Laboratory (IlliGAL Report No 99018)"},{"journal-title":"(1997) Machine learning","year":"0","author":"mitchell","key":"ref37"},{"key":"ref36","first-page":"687","article-title":"(2008) TopLog: ILP Using a Logic Program Declarative Bias","author":"muggleton","year":"0","journal-title":"ICLP 2008"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/BF03037232"},{"key":"ref34","first-page":"273","article-title":"(1997) Carcinogenesis predictions using ILP","author":"srinivasan","year":"0","journal-title":"Proceedings of the Seventh International Workshop on ILP"},{"key":"ref10","first-page":"245","author":"muggleton","year":"0","journal-title":"(1995) Inverse entailment and ProgoI New Generation Computing Special issue on Inductive Logic Progra mming 13(3&#x2013;4)"},{"key":"ref40","first-page":"416","article-title":"(2008) Discriminative Structure and Parameter Learning for Markov Logic Networks","author":"huynh","year":"0","journal-title":"Proceedings of the 25th International Conference on Machine Learning (ICML-2008)"},{"key":"ref11","first-page":"225","article-title":"(1996) Learning from positive data","author":"muggleton","year":"0","journal-title":"Muggleton S editor Proceedings of the 6th International Workshop on Inductive Logic Programming"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/BF00117105"},{"journal-title":"The Aleph Manual last access 25\/01\/2011","year":"0","author":"srinivasan","key":"ref13"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1162\/evco.1995.3.4.375"},{"key":"ref15","first-page":"32","article-title":"(1995) Analysis of genetic algorithms evolution under pure election","author":"neri","year":"0","journal-title":"Proceedings of the Sixth International Conference on Genetic Algorithms"},{"key":"ref16","article-title":"(1996) Background knowledge in GA-based concept learning","author":"hekanaho","year":"0","journal-title":"International Conference on Machine Learning pages 234 242"},{"key":"ref17","article-title":"(1998) An experimental evaluation of co-evolutive concept learning","author":"anglano","year":"0","journal-title":"Proc 15th International Conf on Machine Learning pages 19 27 Morgan Kaufmann"},{"key":"ref18","article-title":"(1995) Learning First order logic rules with a genetic algorithm","author":"augier","year":"0","journal-title":"In Fayyad U M and Uthurusamy R editors The First International Conference on Knowledge Discovery and Data Mining pages 21 26"},{"key":"ref19","first-page":"343","article-title":"(2002) Evolutionary concept learning","author":"divina","year":"0","journal-title":"GECCO 2002 Proceedings of the Genetic and Evolutionary Computation Conference"},{"key":"ref28","first-page":"424","article-title":"MIMC: Finding optima by estimating probability densities","volume":"9","author":"bonet","year":"0","journal-title":"Advances in neural information processing systems"},{"journal-title":"(1987) Foundations of Logic Programming 2 ed Springer Verlag","year":"0","author":"lloyd","key":"ref4"},{"key":"ref27","article-title":"(1998) The compact genetic algorithm","author":"harik","year":"0","journal-title":"Proceedings of the IEEE Conference on Evolutionary Computation 1998 (ICEG'98) (pp 523&#x2013;528) Piscataway NJ IEEE Service Centre"},{"journal-title":"Genetic Algorithms in Search Optimization and Machine Learning 1989","year":"1989","author":"goldberg","key":"ref3"},{"key":"ref6","doi-asserted-by":"crossref","first-page":"245","DOI":"10.1007\/BF03037227","article-title":"(1991) Inductive Logic Programming","volume":"13","author":"muggleton","year":"0","journal-title":"New Generation Computing"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4471-0819-1_39"},{"key":"ref5","first-page":"285","article-title":"(1998) Top-down induction of first order logical decision trees","author":"blockeel","year":"0","journal-title":"Artificial Intelligence 101 (1&#x2013;2)"},{"journal-title":"(1994) Inductive Logic Programming Techniques and Applications Ellis Horwood New York","year":"0","author":"lavrac","key":"ref8"},{"key":"ref7","article-title":"(1994) Inductive Logic Programming: Theory and Methods","volume":"19","author":"muggleton","year":"0","journal-title":"Journal of Logic Programming"},{"journal-title":"(1991) Handbook of Genetic Algorithms Van Nostrand Reinhold","year":"0","author":"davis","key":"ref2"},{"year":"0","key":"ref9"},{"article-title":"(1975) Adaptation in natural and artificial systems.","year":"0","author":"holland","key":"ref1"},{"key":"ref20","first-page":"37","article-title":"(2006) QG\/GA: A stochastic search approach for ProgoI","author":"muggleton","year":"0","journal-title":"Proceedings of the 16th International Conference on Inductive Logic Programming LNAI 4455"},{"key":"ref22","first-page":"178","article-title":"(1996) From recombination of genes to the estimation of distributions I. Binary parameters","author":"m\u00fchlenbein","year":"0","journal-title":"Parallel Problem Solving from Nature eds Voigt H -M and Ebeling W and Rechenberg I and Schwefel H -P LNCS 1141"},{"key":"ref21","article-title":"(1999) A survey of optimization by building and using probabilistic models","author":"pelikan","year":"0","journal-title":"Urbana IL University of Illinois Genetic Algorithms Laboratory (IlliGAL Report No 99018)"},{"key":"ref42","first-page":"256","article-title":"(2000) Lazy propositionalisation for Relational Learning","author":"alphonse","year":"0","journal-title":"14th European Conference on Artificial Intelligence 2000 (ECAI'00)"},{"key":"ref24","first-page":"1","article-title":"(2006)Gleaner: Creating Ensembles of First-Order Clauses to Improve Recall-Precision Curves","author":"goadrich","year":"0","journal-title":"Machine Learning"},{"key":"ref41","first-page":"1427","author":"pitangui","year":"2008","journal-title":"(2008) Genetic local search for rule learning Genetic And Evolutionary Computation Conference (GECCO)"},{"key":"ref23","volume":"170","author":"pelikan","year":"0","journal-title":"(2005) Hierarchical Bayesian Optimization Algorithm Toward a New Generation of Evolutionary Algorithms Series Studies in Fuzziness and Soft Computing"},{"key":"ref26","first-page":"94","author":"baluja","year":"0","journal-title":"Population-based incremental learning A method for integrating genetic search based function optimization and competitive learning"},{"key":"ref43","first-page":"44","article-title":"(1999), Refining complete hypotheses","author":"bratko","year":"1999","journal-title":"ILP Proc ILP'99 (9th Int Workshop on Inductive logic programming) Bled Slovenia 06 1999 (Lecture notes in computer science Lecture notes in artificial inteligence 1634)"},{"key":"ref25","first-page":"191","article-title":"(2007) Using Bayesian Networks to Direct Stochastic Search in Inductive Logic Programming","author":"oliphant","year":"0","journal-title":"Proceedings of the 17th Internatsional Conference on Inductive Logic Programming"}],"event":{"name":"2011 IEEE Congress on Evolutionary Computation (CEC)","start":{"date-parts":[[2011,6,5]]},"location":"New Orleans, LA, USA","end":{"date-parts":[[2011,6,8]]}},"container-title":["2011 IEEE Congress of Evolutionary Computation (CEC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx5\/5936494\/5949581\/05949597.pdf?arnumber=5949597","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,6,20]],"date-time":"2017-06-20T03:25:49Z","timestamp":1497929149000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/5949597\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011,6]]},"references-count":43,"URL":"https:\/\/doi.org\/10.1109\/cec.2011.5949597","relation":{},"subject":[],"published":{"date-parts":[[2011,6]]}}}