{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T06:04:20Z","timestamp":1725516260373},"publisher-location":"Berlin, Heidelberg","reference-count":24,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540787327"},{"type":"electronic","value":"9783540787334"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2008]]},"DOI":"10.1007\/978-3-540-78733-4_16","type":"book-chapter","created":{"date-parts":[[2008,8,13]],"date-time":"2008-08-13T19:58:56Z","timestamp":1218657536000},"page":"269-282","source":"Crossref","is-referenced-by-count":0,"title":["Evaluating Learning Algorithms to Support Human Rule Evaluation with Predicting Interestingness Based on Objective Rule Evaluation Indices"],"prefix":"10.1007","author":[{"given":"Hidenao","family":"Abe","sequence":"first","affiliation":[]},{"given":"Shusaku","family":"Tsumoto","sequence":"additional","affiliation":[]},{"given":"Miho","family":"Ohsaki","sequence":"additional","affiliation":[]},{"given":"Takahira","family":"Yamaguchi","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"16_CR1_1","unstructured":"Ali, K., Manganaris, S., Srikant, R.: Partial Classification Using Association Rules. Proc. of Int. Conf. on Knowledge Discovery and Data Mining KDD-1997 (1997) 115\u2013118"},{"key":"16_CR2_1","doi-asserted-by":"crossref","unstructured":"Brin, S., Motwani, R., Ullman, J., Tsur, S.: Dynamic itemset counting and implication rules for market basket data. Proc. of ACM SIGMOD Int. Conf. on Management of Data (1997) 255\u2013264","DOI":"10.1145\/253260.253325"},{"key":"16_CR3_1","doi-asserted-by":"publisher","first-page":"63","DOI":"10.1023\/A:1007421302149","volume":"32","author":"E Frank","year":"1998","unstructured":"Frank, E., Wang, Y., Inglis, S., Holmes, G., and Witten, I. H.: Using model trees for classification. Machine Learning, Vol.32, No.1 (1998) 63\u201376","journal-title":"Machine Learning"},{"key":"16_CR4_1","unstructured":"Frank, E, Witten, I. H., Generating accurate rule sets without global optimization. Proc. of the Fifteenth International Conference on Machine Learning, (1998) 144\u2013151"},{"key":"16_CR5_1","doi-asserted-by":"crossref","unstructured":"Gago, P., Bento, C.: A Metric for Selection of the Most Promising Rules. Proc. of Euro. Conf. on the Principles of Data Mining and Knowledge Discovery PKDD-1998 (1998) 19\u201327","DOI":"10.1007\/BFb0094801"},{"key":"16_CR6_1","doi-asserted-by":"crossref","unstructured":"Goodman, L. A., Kruskal, W. H.: Measures of association for cross classifications. Springer Series in Statistics, 1, Springer-Verlag (1979)","DOI":"10.1007\/978-1-4612-9995-0"},{"key":"16_CR7_1","doi-asserted-by":"crossref","unstructured":"Gray, B., Orlowska, M. E.: CCAIIA: Clustering Categorical Attributes into Interesting Association Rules. Proc. of Pacific-Asia Conf. on Knowledge Discovery and Data Mining PAKDD-1998 (1998) 132\u2013143","DOI":"10.1007\/3-540-64383-4_12"},{"key":"16_CR8_1","doi-asserted-by":"crossref","unstructured":"Hamilton, H. J., Shan, N., Ziarko, W.: Machine Learning of Credible Classifications. Proc. of Australian Conf. on Artificial Intelligence AI-1997 (1997) 330\u2013339","DOI":"10.1007\/3-540-63797-4_86"},{"key":"16_CR9_1","unstructured":"Hatazawa, H., Negishi, N., Suyama, A., Tsumoto, S., and Yamaguchi, T.: Knowledge Discovery Support from a Meningoencephalitis Database Using an Automatic Composition Tool for Inductive Applications. Proc. of KDD Challenge 2000 in conjunction with PAKDD2000 (2000) 28\u201333"},{"key":"16_CR10_1","unstructured":"Hettich, S., Blake, C. L., and Merz, C. J.: UCI Repository of machine learning databases [\n                    http:\/\/www.ics.uci.edu\/\u2009\\tilde{}mlearn\/MLRepository.html\n                    \n                  ], Irvine, CA: University of California, Department of Information and Computer Science, (1998)"},{"key":"16_CR11_1","doi-asserted-by":"crossref","unstructured":"Hilderman, R. J. and Hamilton, H. J.: Knowledge Discovery and Measure of Interest. Kluwe Academic Publishers (2001)","DOI":"10.1007\/978-1-4757-3283-2"},{"key":"16_CR12_1","unstructured":"Hinton, G. E.: \u201cLearning distributed representations of concepts\u201d, Proceedings of 8th Annual Conference of the Cognitive Science Society, Amherest, MA. REprinted in R.G.M. Morris (ed.) (1986)"},{"key":"16_CR13_1","doi-asserted-by":"publisher","first-page":"63","DOI":"10.1023\/A:1022631118932","volume":"11","author":"RC Holte","year":"1993","unstructured":"Holte, R. C.: Very simple classification rules perform well on most commonly used datasets, Machine Learning, Vol. 11 (1993) 63\u201391","journal-title":"Machine Learning"},{"key":"16_CR14_1","first-page":"249","volume-title":"Advances in Knowledge Discovery and Data Mining","author":"W Kl\u00f6sgen","year":"1996","unstructured":"Kl\u00f6sgen, W.: Explora: A Multipattern and Multistrategy Discovery Assistant. in Fayyad, U. M., Piatetsky-Shapiro, G., Smyth, P., Uthurusamy R. (Eds.): Advances in Knowledge Discovery and Data Mining. AAAI\/MIT Press, California (1996) 249\u2013271"},{"key":"16_CR15_1","doi-asserted-by":"crossref","unstructured":"Ohsaki, M., Kitaguchi, S., Kume, S., Yokoi, H., and Yamaguchi, T.: Evaluation of Rule Interestingness Measures with a Clinical Dataset on Hepatitis. Proc. of ECML\/PKDD 2004, LNAI3202 (2004) 362\u2013373","DOI":"10.1007\/978-3-540-30116-5_34"},{"key":"16_CR16_1","unstructured":"Piatetsky-Shapiro, G.: Discovery, Analysis and Presentation of Strong Rules. In Piatetsky-Shapiro, G., Frawley, W. J. (eds.): Knowledge Discovery in Databases. AAAI\/MIT Press (1991) 229\u2013248"},{"key":"16_CR17_1","unstructured":"Platt, J.: Fast Training of Support Vector Machines using Sequential Minimal Optimization. In: B. Sch\u00f6lkopf, C. Burges, and A. Smola (eds.): Advances in Kernel Methods - Support Vector Learning, MIT Press (1999) 185\u2013208"},{"key":"16_CR18_1","unstructured":"Quinlan, R.: C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, (1993)"},{"key":"16_CR19_1","unstructured":"Rijsbergen, C.: Information Retrieval, Chapter 7, Butterworths, London, (1979) \n                    http:\/\/www.dcs.gla.ac.uk\/Keith\/Chapter.7\/Ch.7.html"},{"key":"16_CR20_1","unstructured":"Smyth, P., Goodman, R. M.: Rule Induction using Information Theory. In Piatetsky-Shapiro, G., Frawley, W. J. (eds.): Knowledge Discovery in Databases. AAAI\/MIT Press (1991) 159\u2013176"},{"key":"16_CR21_1","doi-asserted-by":"crossref","unstructured":"Tan, P. N., Kumar V., Srivastava, J.: Selecting the Right Interestingness Measure for Association Patterns. Proc. of Int. Conf. on Knowledge Discovery and Data Mining KDD-2002 (2002) 32\u201341","DOI":"10.1145\/775047.775053"},{"key":"16_CR22_1","unstructured":"Witten, I. H and Frank, E.: DataMining: Practical Machine Learning Tools and Techniques with Java Implementations. Morgan Kaufmann, (2000)"},{"key":"16_CR23_1","unstructured":"Yao, Y. Y. Zhong, N.: An Analysis of Quantitative Measures Associated with Rules. Proc. of Pacific-Asia Conf. on Knowledge Discovery and Data Mining PAKDD-1999 (1999) 479\u2013488"},{"key":"16_CR24_1","doi-asserted-by":"publisher","first-page":"952","DOI":"10.1109\/TKDE.2003.1209011","volume":"15","author":"N Zhong","year":"2003","unstructured":"Zhong, N., Yao, Y. Y., Ohshima, M.: Peculiarity Oriented Multi-Database Mining. IEEE Trans. on Knowledge and Data Engineering, 15, 4, (2003) 952\u2013960","journal-title":"IEEE Trans. on Knowledge and Data Engineering"}],"container-title":["Studies in Computational Intelligence","Communications and Discoveries from Multidisciplinary Data"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-78733-4_16.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,4,27]],"date-time":"2021-04-27T07:20:36Z","timestamp":1619508036000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-78733-4_16"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2008]]},"ISBN":["9783540787327","9783540787334"],"references-count":24,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-78733-4_16","relation":{},"ISSN":["1860-949X"],"issn-type":[{"type":"print","value":"1860-949X"}],"subject":[],"published":{"date-parts":[[2008]]}}}