{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,8]],"date-time":"2024-09-08T21:03:15Z","timestamp":1725829395181},"publisher-location":"Cham","reference-count":22,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319243085"},{"type":"electronic","value":"9783319243092"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015]]},"DOI":"10.1007\/978-3-319-24309-2_21","type":"book-chapter","created":{"date-parts":[[2015,9,8]],"date-time":"2015-09-08T06:21:33Z","timestamp":1441693293000},"page":"274-287","source":"Crossref","is-referenced-by-count":1,"title":["An Approach to Predicate Invention Based on Statistical Relational Model"],"prefix":"10.1007","author":[{"given":"Stefano","family":"Ferilli","sequence":"first","affiliation":[]},{"given":"Giuseppe","family":"Fatiguso","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2015,10,17]]},"reference":[{"doi-asserted-by":"crossref","unstructured":"Ceri, S., Gottlob, G., Tanca, L.: Logic Programming and Databases. Springer-Verlag (1990)","key":"21_CR1","DOI":"10.1007\/978-3-642-83952-8"},{"issue":"1\/2","key":"21_CR2","doi-asserted-by":"publisher","first-page":"97","DOI":"10.1023\/A:1007676901476","volume":"43","author":"M Craven","year":"2001","unstructured":"Craven, M., Slattery, S.: Relational learning with statistical predicate invention: Better models for hypertext. Machine Learning 43(1\/2), 97\u2013119 (2001)","journal-title":"Machine Learning"},{"doi-asserted-by":"crossref","unstructured":"Domingos, P., Kok, S., Lowd, D., Poon, H., Richardson, M., Singla, P.: Markov logic (2008)","key":"21_CR3","DOI":"10.1007\/978-3-540-78652-8_4"},{"key":"21_CR4","first-page":"81","volume":"6","author":"G Elidan","year":"2005","unstructured":"Elidan, G., Friedman, N.: Learning hidden variable networks: The information bottleneck approach. Journal of Machine Learning Research 6, 81\u2013127 (2005)","journal-title":"Journal of Machine Learning Research"},{"issue":"1\/2","key":"21_CR5","doi-asserted-by":"publisher","first-page":"133","DOI":"10.1023\/A:1007638124237","volume":"38","author":"F Esposito","year":"2000","unstructured":"Esposito, F., Semeraro, G., Fanizzi, N., Ferilli, S.: Multistrategy Theory Revision: Induction and Abduction in INTHELEX. Machine Learning 38(1\/2), 133\u2013156 (2000)","journal-title":"Machine Learning"},{"unstructured":"Kemp, C., Tenenbaum, J.B., Griffiths, T.L., Yamada, T., Ueda, N.: Learning systems of concepts with an infinite relational model. In: AAAI, pp. 381\u2013388. AAAI Press (2006)","key":"21_CR6"},{"doi-asserted-by":"crossref","unstructured":"Kok, S., Domingos, P.: Toward statistical predicate invention. In: Open Problems in Statistical Relational Learning, SRL 2006 (2006)","key":"21_CR7","DOI":"10.1145\/1273496.1273551"},{"doi-asserted-by":"crossref","unstructured":"Kok, S., Domingos, P.: Statistical predicate invention. In: Ghahramani, Z. (eds.) ICML. ACM International Conference Proceeding Series, vol. 227, pp. 433\u2013440. ACM (2007)","key":"21_CR8","DOI":"10.1145\/1273496.1273551"},{"unstructured":"Kramer, S.: Predicate invention: A comprehensive view. Technical Report TR-95-32, Oesterreichisches Forschungsinstitut fuer Artificial Intelligence, Wien, Austria (1995)","key":"21_CR9"},{"doi-asserted-by":"crossref","unstructured":"Lloyd, J.W. : Foundations of Logic Programming, 2nd edn. Springer-Verlag (1987)","key":"21_CR10","DOI":"10.1007\/978-3-642-83189-8"},{"key":"21_CR11","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"200","DOI":"10.1007\/978-3-540-74976-9_21","volume-title":"Knowledge Discovery in Databases: PKDD 2007","author":"D Lowd","year":"2007","unstructured":"Lowd, D., Domingos, P.: Efficient weight learning for Markov logic networks. In: Kok, J.N., Koronacki, J., Lopez de Mantaras, R., Matwin, S., Mladeni\u010d, D., Skowron, A. (eds.) PKDD 2007. LNCS (LNAI), vol. 4702, pp. 200\u2013211. Springer, Heidelberg (2007)"},{"issue":"1","key":"21_CR12","doi-asserted-by":"publisher","first-page":"121","DOI":"10.1080\/09528139408953784","volume":"6","author":"S Muggleton","year":"1994","unstructured":"Muggleton, S.: Predicate invention and utilization. J. Exp. Theor. Artif. Intell 6(1), 121\u2013130 (1994)","journal-title":"J. Exp. Theor. Artif. Intell"},{"doi-asserted-by":"crossref","unstructured":"Muggleton, S., Buntine, W.: Machine invention of first-order predicates by inverting resolution. In: MLC 1988, pp. 339\u2013352 (1988)","key":"21_CR13","DOI":"10.1016\/B978-0-934613-64-4.50040-2"},{"unstructured":"Niu, F., R\u00e9, C., Doan, A., Shavlik, J.W.: Tuffy: Scaling up statistical inference in markov logic networks using an RDBMS (2011). CoRR, abs\/1104.3216","key":"21_CR14"},{"doi-asserted-by":"crossref","unstructured":"Perlich, C., Provost, F.: Aggregation-based feature invention and relational concept classes. In: KDD 2003, pp. 167\u2013176. ACM Press (2003)","key":"21_CR15","DOI":"10.1145\/956755.956772"},{"doi-asserted-by":"crossref","unstructured":"Popescul, A., Ungar, L.H.: Cluster-based concept invention for statistical relational learning. In: KDD, pp. 665\u2013670. ACM (2004)","key":"21_CR16","DOI":"10.1145\/1014052.1014137"},{"issue":"1\u20132","key":"21_CR17","doi-asserted-by":"publisher","first-page":"107","DOI":"10.1007\/s10994-006-5833-1","volume":"62","author":"M Richardson","year":"2006","unstructured":"Richardson, M., Domingos, P.: Markov logic networks. Machine Learning 62(1\u20132), 107\u2013136 (2006)","journal-title":"Machine Learning"},{"key":"21_CR18","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"300","DOI":"10.1007\/3-540-49674-2_16","volume-title":"Logic Program Synthesis and Transformation","author":"G Semeraro","year":"1998","unstructured":"Semeraro, G., Esposito, F., Malerba, D., Fanizzi, N., Ferilli, S.: A logic framework for the incremental inductive synthesis of datalog theories. In: Fuchs, N.E. (ed.) LOPSTR 1997. LNCS, vol. 1463, pp. 300\u2013321. Springer, Heidelberg (1998)"},{"unstructured":"Silverstein, G., Pazzani, M.: Relational cliches: constraining constructive induction during relational learning. In: Proceedings of the Sixth International Workshop on Machine Learning. Kaufmann, Los Altos (1989)","key":"21_CR19"},{"unstructured":"Srinivasan, A., Muggleton, S., Bain, M.: Distinguishing exceptions from noise in non monotonic learning. In: Rouveirol, C. (eds.) ECAI 1992 Workshop on Logical Approaches to Machine Learning (1992)","key":"21_CR20"},{"unstructured":"Sumner, M., Domingos, P.: The alchemy tutorial, July 26, 2013","key":"21_CR21"},{"unstructured":"Wogulis, J., Langley, P.: Improving efficiency by learning intermediate concepts. In: IJCAI 1989, pp. 657\u2013662. Morgan Kaufmann (1989)","key":"21_CR22"}],"container-title":["Lecture Notes in Computer Science","AI*IA 2015 Advances in Artificial Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-24309-2_21","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,30]],"date-time":"2019-05-30T22:03:04Z","timestamp":1559253784000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-24309-2_21"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319243085","9783319243092"],"references-count":22,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-24309-2_21","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2015]]}}}