{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T02:48:47Z","timestamp":1725504527292},"publisher-location":"Berlin, Heidelberg","reference-count":22,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540784685"},{"type":"electronic","value":"9783540784692"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"DOI":"10.1007\/978-3-540-78469-2_14","type":"book-chapter","created":{"date-parts":[[2008,2,21]],"date-time":"2008-02-21T23:17:25Z","timestamp":1203635845000},"page":"112-121","source":"Crossref","is-referenced-by-count":3,"title":["A Phase Transition-Based Perspective on Multiple Instance Kernels"],"prefix":"10.1007","author":[{"given":"Romaric","family":"Gaudel","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mich\u00e8le","family":"Sebag","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Antoine","family":"Cornu\u00e9jols","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"14_CR1","unstructured":"Andrews, S., Tsochantaridis, I., Hofmann, T.: Support Vector Machines for Multiple-Instance Learning. In: NIPS Proc. of 15th, pp. 561\u2013568 (2002)"},{"key":"14_CR2","doi-asserted-by":"crossref","unstructured":"Blockeel, H., Page, D., Srinivasan, A.: Multi-Instance Tree Learning. In: ICML, pp. 57\u201364 (2005)","DOI":"10.1145\/1102351.1102359"},{"key":"14_CR3","doi-asserted-by":"publisher","first-page":"431","DOI":"10.1162\/153244304773936018","volume":"4","author":"M. Botta","year":"2003","unstructured":"Botta, M., Giordana, A., Saitta, L., Sebag, M.: Relational Learning as Search in a Critical Region. Journal of Machine Learning Research\u00a04, 431\u2013463 (2003)","journal-title":"Journal of Machine Learning Research"},{"key":"14_CR4","unstructured":"Cheeseman, P., Kanefsky, B., Taylor, W.: Where the Really Hard Problems are. In: IJCAI, pp. 331\u2013337 (1991)"},{"key":"14_CR5","first-page":"913","volume":"5","author":"Y. Chen","year":"2004","unstructured":"Chen, Y., Wang, J.Z.: Image Categorization by Learning and Reasoning with Regions. Journal of Machine Learning Research\u00a05, 913\u2013939 (2004)","journal-title":"Journal of Machine Learning Research"},{"key":"14_CR6","doi-asserted-by":"crossref","unstructured":"Chevaleyre, Y., Zucker, J.-D.: Solving Multiple-Instance and Multiple-Part Learning Problems with Decision Trees and Rule Sets. Application to the Mutagenesis Problem. In: Canadian Conference on Artificial Intelligence, pp. 204\u2013214 (2001)","DOI":"10.1007\/3-540-45153-6_20"},{"key":"14_CR7","unstructured":"Collobert, R., Bengio, S., Mari\u00e9thoz, J.: Torch: A Modular Machine Learning Software Library. Technical Report IDIAP-RR 02-46 (2002)"},{"key":"14_CR8","unstructured":"Cuturi, M., Vert, J.-P.: Semigroup Kernels on Finite Sets. In: NIPS, pp. 329\u2013336 (2004)"},{"issue":"1-2","key":"14_CR9","doi-asserted-by":"publisher","first-page":"31","DOI":"10.1016\/S0004-3702(96)00034-3","volume":"89","author":"T. Dietterich","year":"1997","unstructured":"Dietterich, T., Lathrop, R., Lozano-Perez, T.: Solving the Multiple-Instance Problem with Axis-Parallel Rectangles. Artificial Intelligence\u00a089(1-2), 31\u201371 (1997)","journal-title":"Artificial Intelligence"},{"key":"14_CR10","unstructured":"G\u00e4rtner, T., Flach, P.A., Kowalczyk, A., Smola, A.J.: Multi-Instance Kernels. In: ICML, pp. 179\u2013186 (2002)"},{"key":"14_CR11","doi-asserted-by":"publisher","first-page":"217","DOI":"10.1023\/A:1007620705405","volume":"41","author":"A. Giordana","year":"2000","unstructured":"Giordana, A., Saitta, L.: Phase Transitions in Relational Learning. Machine Learning\u00a041, 217\u2013251 (2000)","journal-title":"Machine Learning"},{"issue":"1-2","key":"14_CR12","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/0004-3702(95)00044-5","volume":"81","author":"T. Hogg","year":"1996","unstructured":"Hogg, T., Huberman, B.A., C., Williams, C.P.: Phase Transitions and the Search Problem. Artificial intelligence\u00a081(1-2), 1\u201315 (1996)","journal-title":"Artificial intelligence"},{"key":"14_CR13","doi-asserted-by":"publisher","first-page":"807","DOI":"10.1137\/0222052","volume":"22","author":"M. Kearns","year":"1993","unstructured":"Kearns, M., Li, M.: Learning in the Presence of Malicious Errors. SIAM J. Comput.\u00a022, 807\u2013837 (1993)","journal-title":"SIAM J. Comput."},{"key":"14_CR14","doi-asserted-by":"crossref","unstructured":"Kramer, S., Lavrac, N., Flach, P.: Propositionalization Approaches to Relational Data Mining. In: Dzeroski, S., Lavrac, N. (eds.) Relational data mining, pp. 262\u2013291 (2001)","DOI":"10.1007\/978-3-662-04599-2_11"},{"key":"14_CR15","unstructured":"Kwok, J., Cheung, P.-M.: Marginalized Multi-Instance Kernels. In: Kwok, J., Cheung, P.-M. (eds.) IJCAI, pp. 901\u2013906 (2007)"},{"key":"14_CR16","doi-asserted-by":"publisher","first-page":"2003","DOI":"10.1021\/ci060138m","volume":"46","author":"P. Mah\u00e9","year":"2006","unstructured":"Mah\u00e9, P., Ralaivola, L., Stoven, V., Vert, J.-P.: The Pharmacophore Kernel for Virtual Screening with Support Vector Machines. Journal of Chemical Information and Modeling\u00a046, 2003\u20132014 (2006)","journal-title":"Journal of Chemical Information and Modeling"},{"key":"14_CR17","unstructured":"Maron, O., Lozano-P\u00e9rez, T.: A Framework for Multiple-Instance Learning. In: NIPS, pp. 570\u2013576 (1997)"},{"key":"14_CR18","doi-asserted-by":"publisher","first-page":"629","DOI":"10.1016\/0743-1066(94)90035-3","volume":"19","author":"S. Muggleton","year":"1994","unstructured":"Muggleton, S., De Raedt, L.: Inductive Logic Programming: Theory and Methods. Journal of Logic Programming\u00a019, 629\u2013679 (1994)","journal-title":"Journal of Logic Programming"},{"key":"14_CR19","unstructured":"Pernot, N., Cornu\u00e9jols, A., Sebag, M.: Phase Transitions Within Grammatical Inference. In: Pernot, N., Cornu\u00e9jols, A., Sebag, M. (eds.) IJCAI, pp. 811\u2013816 (2005)"},{"key":"14_CR20","volume-title":"Statistical Learning Theory","author":"V.N. Vapnik","year":"1998","unstructured":"Vapnik, V.N.: Statistical Learning Theory. Wiley-Interscience, Chichester (1998)"},{"key":"14_CR21","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"crossref","first-page":"468","DOI":"10.1007\/978-3-540-39857-8_42","volume-title":"Machine Learning: ECML 2003","author":"N. Weidmann","year":"2003","unstructured":"Weidmann, N., Frank, E., Pfahringer, B.: A Two level Learning Method for Generalized Multi-Instance Problems. In: Lavra\u010d, N., Gamberger, D., Todorovski, L., Blockeel, H. (eds.) ECML 2003. LNCS (LNAI), vol.\u00a02837, pp. 468\u2013479. Springer, Heidelberg (2003)"},{"key":"14_CR22","unstructured":"Zhang, Q., Goldman, S.A.: EM-DD: A Improved Multiple-Instance Learning Technique. In: NIPS Proc of the 14th, pp. 1073\u20131080 (2001)"}],"container-title":["Lecture Notes in Computer Science","Inductive Logic Programming"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-78469-2_14.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,4,27]],"date-time":"2021-04-27T07:10:06Z","timestamp":1619507406000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-78469-2_14"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[null]]},"ISBN":["9783540784685","9783540784692"],"references-count":22,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-78469-2_14","relation":{},"subject":[]}}