{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T15:38:51Z","timestamp":1725550731411},"publisher-location":"Berlin, Heidelberg","reference-count":22,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540292449"},{"type":"electronic","value":"9783540316657"}],"license":[{"start":{"date-parts":[[2005,1,1]],"date-time":"2005-01-01T00:00:00Z","timestamp":1104537600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2005]]},"DOI":"10.1007\/11564126_10","type":"book-chapter","created":{"date-parts":[[2005,11,4]],"date-time":"2005-11-04T05:24:55Z","timestamp":1131081895000},"page":"46-58","source":"Crossref","is-referenced-by-count":11,"title":["Tree 2 \u2013 Decision Trees for Tree Structured Data"],"prefix":"10.1007","author":[{"given":"Bj\u00f6rn","family":"Bringmann","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Albrecht","family":"Zimmermann","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"10_CR1","unstructured":"Kilpel\u00e4inen, P.: Tree Matching Problems with Applications to Structured Text Databases. PhD thesis, University of Helsinki (1992)"},{"key":"10_CR2","doi-asserted-by":"publisher","first-page":"136","DOI":"10.1145\/502512.502533","volume-title":"Proc. KDD 2001","author":"S. Kramer","year":"2001","unstructured":"Kramer, S., Raedt, L.D., Helma, C.: Molecular feature mining in HIV data. In: Provost, F., Srikant, R. (eds.) Proc. KDD 2001, pp. 136\u2013143. ACM Press, New York (2001)"},{"key":"10_CR3","unstructured":"Bringmann, B., Karwath, A.: Frequent SMILES. In: Lernen, Wissensentdeckung und Adaptivit\u00e4t, Workshop GI Fachgruppe Maschinelles Lernen, LWA (2004)"},{"key":"10_CR4","first-page":"316","volume-title":"KDD","author":"M.J. Zaki","year":"2003","unstructured":"Zaki, M.J., Aggarwal, C.C.: XRules: an effective structural classifier for XML data. In: Getoor, L., Senator, T.E., Domingos, P., Faloutsos, C. (eds.) KDD, Washington, DC, USA, pp. 316\u2013325. ACM, New York (2003)"},{"key":"10_CR5","doi-asserted-by":"publisher","first-page":"128","DOI":"10.1007\/978-3-540-39644-4_12","volume-title":"Discovery Science","author":"W. Geamsakul","year":"2003","unstructured":"Geamsakul, W., Matsuda, T., Yoshida, T., Motoda, H., Washio, T.: Performance evaluation of decision tree graph-based induction. In: Grieser, G., Tanaka, Y., Yamamoto, A. (eds.) Discovery Science, Sapporo, Japan, pp. 128\u2013140. Springer, Heidelberg (2003)"},{"key":"10_CR6","first-page":"239","volume":"5","author":"J.R. Quinlan","year":"1990","unstructured":"Quinlan, J.R.: Learning logical definitions from relations. Machine Learning\u00a05, 239\u2013266 (1990)","journal-title":"Machine Learning"},{"key":"10_CR7","doi-asserted-by":"publisher","first-page":"245","DOI":"10.1007\/BF03037227","volume":"13","author":"S. Muggleton","year":"1995","unstructured":"Muggleton, S.: Inverse entailment and progol. New Generation Computing\u00a013, 245\u2013286 (1995)","journal-title":"New Generation Computing"},{"key":"10_CR8","doi-asserted-by":"publisher","first-page":"226","DOI":"10.1145\/335168.335226","volume-title":"Proceedings of the Nineteenth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems","author":"S. Morishita","year":"2000","unstructured":"Morishita, S., Sese, J.: Traversing itemset lattices with statistical metric pruning. In: Proceedings of the Nineteenth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, Dallas, Texas, USA, pp. 226\u2013236. ACM, New York (2000)"},{"key":"10_CR9","first-page":"80","volume-title":"KDD","author":"B. Liu","year":"1998","unstructured":"Liu, B., Hsu, W., Ma, Y.: Integrating classification and association rule mining. In: Agrawal, R., Stolorz, P.E., Piatetsky-Shapiro, G. (eds.) KDD, New York City, New York, USA, pp. 80\u201386. AAAI Press, Menlo Park (1998)"},{"key":"10_CR10","first-page":"538","volume-title":"Australian Conference on Artificial Intelligence","author":"S. Mutter","year":"2004","unstructured":"Mutter, S., Hall, M., Frank, F.: Using classification to evaluate the output of confidence-based association rule mining. In: Webb, G.I., Yu, X. (eds.) Australian Conference on Artificial Intelligence, Cairns, Australia, pp. 538\u2013549. Springer, Heidelberg (2004)"},{"key":"10_CR11","doi-asserted-by":"crossref","unstructured":"Zimmermann, A., De Raedt, L.: Corclass: Correlated association rule mining for classification\u00a0(22), 60\u201372","DOI":"10.1007\/978-3-540-30214-8_5"},{"key":"10_CR12","doi-asserted-by":"crossref","unstructured":"G\u00e4rtner, T., Lloyd, J.W., Flach, P.A.: Kernels and distances for structured data. Machine Learning\u00a057 (2004)","DOI":"10.1023\/B:MACH.0000039777.23772.30"},{"key":"10_CR13","first-page":"81","volume":"1","author":"J.R. Quinlan","year":"1986","unstructured":"Quinlan, J.R.: Induction of decision trees. Machine Learning\u00a01, 81\u2013106 (1986)","journal-title":"Machine Learning"},{"key":"10_CR14","doi-asserted-by":"publisher","first-page":"2479","DOI":"10.1093\/bioinformatics\/bth261","volume":"20","author":"E. Frank","year":"2004","unstructured":"Frank, E., Hall, M., Trigg, L.E., Holmes, G., Witten, I.H.: Data mining in bioinformatics using weka. Bioinformatics\u00a020, 2479\u20132481 (2004)","journal-title":"Bioinformatics"},{"key":"10_CR15","volume-title":"C4.5: Programs for Machine Learning","author":"J.R. Quinlan","year":"1993","unstructured":"Quinlan, J.R.: C4.5: Programs for Machine Learning. Morgan Kaufmann, San Francisco (1993)"},{"key":"10_CR16","unstructured":"Srinivasan, A., Muggleton, S., King, R., Sternberg, M.: Mutagenesis: ILP experiments in a non-determinate biological domain. In: Wrobel, S. (ed.) Proceedings of the 4th International Workshop on Inductive Logic Programming, Gesellschaft f\u00fcr Mathematik und Datenverarbeitung MBH, vol.\u00a0237, pp. 217\u2013232 (1994)"},{"key":"10_CR17","doi-asserted-by":"publisher","first-page":"411","DOI":"10.1007\/BF03037232","volume":"13","author":"R.D. King","year":"1995","unstructured":"King, R.D., Sternberg, M.J.E., Srinivasan, A.: Relating chemical activity to structure: An examination of ILP successes. New Generation Comput.\u00a013, 411\u2013433 (1995)","journal-title":"New Generation Comput"},{"key":"10_CR18","doi-asserted-by":"crossref","first-page":"31","DOI":"10.1021\/ci00057a005","volume":"28","author":"D. Weininger","year":"1988","unstructured":"Weininger, D.: SMILES, a chemical language and information system 1. Introduction and encoding rules. J. Chem. Inf. Comput. Sci.\u00a028, 31\u201336 (1988)","journal-title":"Introduction and encoding rules. J. Chem. Inf. Comput. Sci."},{"key":"10_CR19","unstructured":"The OpenBabel Software Community: Open Babel (2003), \n                    \n                      http:\/\/openbabel.sourceforge.net"},{"key":"10_CR20","unstructured":"Daylight Chemical Information Systems, Inc. (2004), \n                    \n                      http:\/\/www.daylight.com\/"},{"key":"10_CR21","doi-asserted-by":"crossref","unstructured":"Karwath, A., De Raedt, L.: Predictive graph mining\u00a0(22), 1\u201315","DOI":"10.1007\/978-3-540-30214-8_1"},{"key":"10_CR22","series-title":"Lecture Notes in Artificial Intelligence","volume-title":"Discovery Science","year":"2004","unstructured":"Suzuki, E., Arikawa, S. (eds.): DS 2004. LNCS (LNAI), vol.\u00a03245. Springer, Heidelberg (2004)"}],"container-title":["Lecture Notes in Computer Science","Knowledge Discovery in Databases: PKDD 2005"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/11564126_10","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,19]],"date-time":"2019-05-19T13:39:44Z","timestamp":1558273184000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/11564126_10"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2005]]},"ISBN":["9783540292449","9783540316657"],"references-count":22,"URL":"https:\/\/doi.org\/10.1007\/11564126_10","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2005]]}}}