{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,18]],"date-time":"2025-05-18T15:05:49Z","timestamp":1747580749865},"publisher-location":"Berlin, Heidelberg","reference-count":40,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540603641"},{"type":"electronic","value":"9783540450528"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[1995]]},"DOI":"10.1007\/3-540-60364-6_24","type":"book-chapter","created":{"date-parts":[[2012,2,26]],"date-time":"2012-02-26T18:20:35Z","timestamp":1330280435000},"page":"18-32","source":"Crossref","is-referenced-by-count":9,"title":["Integrating induction and case-based reasoning: Methodological approach and first evaluations"],"prefix":"10.1007","author":[{"given":"Eric","family":"Auriol","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Michel","family":"Manago","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Klaus-Dieter","family":"Althoff","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Stefan","family":"Wess","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Stefan","family":"Dittrich","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2005,6,1]]},"reference":[{"key":"2_CR1","unstructured":"Aamodt, A.: Explanation-driven Retrieval, Reuse, and Learning of Cases. Richter, Wess et al. (1993) 279\u2013284"},{"issue":"No.1","key":"2_CR2","doi-asserted-by":"crossref","first-page":"39","DOI":"10.3233\/AIC-1994-7104","volume":"7","author":"A. Aamodt","year":"1994","unstructured":"Aamodt, A., Plaza, E.: Case-Based Reasoning: Foundational Issues, Methodological Variations, and System Approaches. AI COM Vol. 7 No. 1 (1994) 39\u201359","journal-title":"AI COM"},{"key":"2_CR3","unstructured":"Althoff, K.-D: Machine Learning and Knowledge Acquisition in a Computational Architecture for Fault Diagnosis in Engineering Systems. M. Weintraub (ed.), Proc. International Machine Learning Conference, Workshop on \u201cComputational Architectures for Supporting Machine Learning and Knowledge Acquisition\u201d, Aberdeen (1992)"},{"key":"2_CR4","doi-asserted-by":"crossref","unstructured":"Althoff, K.-D., Bergmann, R., Maurer, F., Wess, S., Manago, M., Auriol, E., Conruyt, N., Traph\u00f6ner, R., Br\u00e4uer, M., Dittrich, S.: Integrating Inductive and Case-Based Technologies for Classification and Diagnostic Reasoning. E. Plaza (ed.), Proc. ECML-93 Workshop on \u201cIntegrated Learning Architectures\u201d (1993)","DOI":"10.1007\/978-3-642-46808-7_1"},{"key":"2_CR5","unstructured":"Althoff, K.-D., Wess, S.: Case-Based Knowledge Acquisition, Learning, and Problem Solving in Diagnostic Real World Tasks. Proc. Ekaw-91, Glasgow & Crieff (1991)"},{"key":"2_CR6","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1007\/978-3-642-46808-7_1","volume-title":"Information Systems and Data Analysis, Prospects-Foundations-Applications","author":"K.-D. Althoff","year":"1994","unstructured":"Althoff, K.-D., Wess, S., Bergmann, R., Maurer, F., Manago, M., Auriol, E., Conruyt, N., Traph\u00f6ner, R., Br\u00e4uer, M., Dittrich, S.: Induction and Case-Based Reasoning for Classification Tasks. H. H. Bock, W. Lenski & M. M. Richter (eds.), Information Systems and Data Analysis, Prospects-Foundations-Applications, Proc. 17th Annual Conference of the GfKl, University of Kaiserslautern, 1993, Springer Verlag, Berlin-Heidelberg (1994) 3\u201316"},{"key":"2_CR7","unstructured":"Althoff, K.-D., Auriol, E., Barletta, R., Manago, M: A Review of Industrial Case-Based Reasoning Tools. A. Goodall (ed.), AI Intelligence, 1995"},{"key":"2_CR8","unstructured":"Althoff, K.-D., Faupel, B., Kocksk\u00e4mper, S., Traph\u00f6ner, R., Wernicke, W.: Knowledge Acquisition in the Domain of CNC Machining Centers: the MOLTKE Approach. J. Boose, B. Gaines & J.-G. Ganascia (eds.), EKAW-89 (1989) 180\u2013195"},{"key":"2_CR9","unstructured":"Auriol, E., Manago, M.: Integrating Induction and Case-Based Reasoning for Troubleshooting CFM-56 Aircraft Engines. XPS'95, Workshop Fallbasiertes Schlie\u03b2en \u2014 Grundlagen & Anwendungen, University of Kaiserslautern (1995)"},{"key":"2_CR10","unstructured":"Auriol, E., Manago, M.: Roboterdiagnose bei Sepro Robotique. XPS'95, Workshop Service-Support-Systeme \u2014 Innovative Techniken f\u00fcr Kundendienst, Wartung und Serviceaufgaben, University of Kaiserslautern (1995)"},{"key":"2_CR11","unstructured":"Bamberger, S. K., Goos, K.: Integration of Case-Based Reasoning and Inductive Learning Methods. Richter, Wess et al. (1993) 296\u2013300"},{"key":"2_CR12","first-page":"75","volume":"8","author":"W. Buntime","year":"1992","unstructured":"Buntime, W., Niblett, T.: A Further Comparison of Splitting Rules for Decision-Tree Induction. Kluwer Academic Publishers, Machine Learning 8 (1992) 75\u201385","journal-title":"Kluwer Academic Publishers, Machine Learning"},{"key":"2_CR13","doi-asserted-by":"crossref","unstructured":"Elomaa, T., Ukkonen, E. (1994). A Geometric Approach to Feature Selection. Springer-Verlag, Proc. of ECML-94 (1994) 351\u2013354","DOI":"10.1007\/3-540-57868-4_71"},{"key":"2_CR14","unstructured":"Fayyad, U. M., Irani, K. B.: Multi-Interval Discretization of Continuous-Valued Attributes for Classification Learning. Bajcsy, R. (ed.), Proc. of the 13th IJCAI (1993) 1022\u20131027"},{"key":"2_CR15","first-page":"139","volume":"II","author":"D. Fisher","year":"1987","unstructured":"Fisher, D.: CobWeb: Knowledge Acquisition via Conceptual Clustering. Machine Learning II (1987) 139\u2013172","journal-title":"Machine Learning"},{"key":"2_CR16","doi-asserted-by":"crossref","first-page":"209","DOI":"10.1145\/355744.355745","volume":"3","author":"J. H. Friedman","year":"1977","unstructured":"Friedman, J. H., Bentley, J. L., Finkel, R. A.: An Algorithm for Finding Best Matches in Logarithmic Expected Time. Acm Trans. Math. Soft. 3 (1977), 209\u2013226","journal-title":"Acm Trans. Math. Soft."},{"key":"2_CR17","doi-asserted-by":"crossref","unstructured":"Janetzko, D., Strube, G.: Case-Based Reasoning and Model-Based Knowledge Acquisition. Springer Verlag, F. Schmalhofer, G. Strube & T. Wetter (eds.), Contemporary Knowledge Engineering and Cognition (1992) 99\u2013114","DOI":"10.1007\/BFb0045683"},{"key":"2_CR18","volume-title":"Introduction to Contemporary Statistical Methods","author":"L. H. Koopmans","year":"1987","unstructured":"Koopmans, L. H.: Introduction to Contemporary Statistical Methods. Second Edition, Duxbury Press, Boston (1987)","edition":"Second Edition"},{"key":"2_CR19","unstructured":"Koton, P.: Using Experience in Learning and Problem Solving. Massachussets Institute of Technology, Laboratory of Computer Science (PhD Diss). MIT\/LCS\/TR-441 (1989)"},{"key":"2_CR20","first-page":"25","volume":"15","author":"W. Z. Liu","year":"1994","unstructured":"Liu, W. Z., White, A. P.: The Importance of Attribute Selection Measures in Decision-Tree Induction. Kluwer Academic, Machine Learning 15 (1994) 25\u201341","journal-title":"Kluwer Academic, Machine Learning"},{"key":"2_CR21","doi-asserted-by":"crossref","unstructured":"Lopez, B., Plaza, E.: Case-Based Planning for Medical Diagnosis. Proc. of ISMIS'93, Trondheim (1993) 96\u2013105","DOI":"10.1007\/3-540-56804-2_10"},{"key":"2_CR22","doi-asserted-by":"crossref","unstructured":"Manago M.: Knowledge Intensive Induction. Morgan Kaufmann, Proc. of the sixth International Machine Learning Workshop (1989)","DOI":"10.1016\/B978-1-55860-036-2.50045-X"},{"key":"2_CR23","unstructured":"Manago, M., Althoff, K.-D., Auriol, E., Traph\u00f6ner, R., Wess, S., Conruyt, N., Maurer, F.: Induction and Reasoning from Cases. Richter, Wess et al. (1993), 313\u2013318"},{"key":"2_CR24","first-page":"319","volume":"3","author":"J. Mingers","year":"1989","unstructured":"Mingers, J.: An Empirical Comparison of Selection Measures for Decision-Tree Induction. Kluwer Academic Publishers, Machine Learning 3 (1989) 319\u2013342","journal-title":"Kluwer Academic Publishers, Machine Learning"},{"key":"2_CR25","doi-asserted-by":"crossref","first-page":"227","DOI":"10.1023\/A:1022604100933","volume":"4","author":"J. Mingers","year":"1989","unstructured":"Mingers, J.: An Empirical Comparison of Pruning Tree Methods for Decision-Tree Induction. Kluwer Academic Publishers, Machine Learning 4 (1989) 227\u2013242","journal-title":"Kluwer Academic Publishers, Machine Learning"},{"key":"2_CR26","unstructured":"Morik, K., Wrobel, S., Kietz, J. U., Emde, W.: Knowledge Acquisition and Machine Learning: Theory, Methods, and Applications. Academic Press (1993)"},{"key":"2_CR27","unstructured":"Pfeifer, T., Faupel, B.: The Application of Moltke: Fault Diagnosis of Cnc Machining Centres (in German: Die Anwendung von Moltke: Diagnose von Cnc-Bearbeitungszentren). Pfeifer and Richter (1993) 42\u201367"},{"key":"2_CR28","doi-asserted-by":"crossref","unstructured":"Quinlan, R.: Learning Efficient Classification Procedures and their Application to Chess End Games. Morgan Kaufmann, R. S. Michalski, J. G. Carbonell and T. M. Mitchell (eds.), Machine Learning: An Artificial Intelligence Approach Vol. 1 (1983)","DOI":"10.1016\/B978-0-08-051054-5.50019-4"},{"key":"2_CR29","doi-asserted-by":"crossref","unstructured":"Quinlan, R., Cameron-Jones, R.: Foil: a Midterm Report. Proc. of ECML-93, P. Bradzil (ed.), Springer-Verlag (1993) 3\u201320.","DOI":"10.1007\/3-540-56602-3_124"},{"key":"2_CR30","doi-asserted-by":"crossref","unstructured":"Richter, M. M.: Classification and Learning of Similarity Measures. Springer Verlag, Proc. 16th Annual Conference of the German Society for Classification (1992)","DOI":"10.1007\/978-3-642-50974-2_33"},{"key":"2_CR31","doi-asserted-by":"crossref","unstructured":"Richter, M. M., Wess, S.: Similarity, Uncertainty and Case-Based Reasoning in Patdex. Kluwer Academic Publishers, Automated Reasoning \u2014 Essays in Honor of Woody Bledsoe (1991)","DOI":"10.1007\/978-94-011-3488-0_12"},{"key":"2_CR32","unstructured":"Richter, M. M., Wess, S., Althoff, K.-D., Maurer, F. (eds.): Proc. 1st European Workshop on Case-Based Reasoning (Ewcbr-93). Seki-Report SR-93-12, University of Kaiserslautern (1993)"},{"key":"2_CR33","unstructured":"Shank, R.: Dynamic Memory. A Theory of Reminding and Learning in Computers and People. Cambridge University Press (1982)"},{"key":"2_CR34","volume-title":"The Mathematical Theory of Computation","author":"Shannon","year":"1947","unstructured":"Shannon & Weaver: The Mathematical Theory of Computation. University of Illinois Press, Urbana (1947)"},{"key":"2_CR35","unstructured":"Traph\u00f6ner, R., Manago, M., Conruyt, N., Dittrich, S: Industrial Criteria for Comparing Technologies in Inreca. Inreca D4, Esprit Project P6322 (1992)"},{"key":"2_CR36","doi-asserted-by":"crossref","first-page":"327","DOI":"10.1037\/0033-295X.84.4.327","volume":"84","author":"A. Tversky","year":"1977","unstructured":"Tversky, A.: Features of Similarity. Psychological Review 84 (1977) 327\u2013352","journal-title":"Psychological Review"},{"key":"2_CR37","unstructured":"Van de Merckt, T.: Decision Trees in Numerical Attribute Spaces. Bajcsy, R. (ed.), Proc. of the 13th IJCAI (1993) 1016\u20131021"},{"key":"2_CR38","unstructured":"Wess, S., Althoff, K.-D., Derwand, G.: Improving the Retrieval Step in Case-Based Reasoning. Richter, Wess et al. (1993) 83\u201388"},{"key":"2_CR39","doi-asserted-by":"crossref","unstructured":"Wess, S., Althoff, K.-D., Derwand, G.: Using k-d Trees to Improve the Retrieval Step in Case-Based Reasoning. Springer-Verlag, S. Wess, K.-D. Althoff & M. M. Richter (eds.). Topics in Case-Based Reasoning (1994)","DOI":"10.1007\/3-540-58330-0_85"},{"key":"2_CR40","unstructured":"Zeleznikov, J., Hunter, D., Vossos, G.: Integrating Rule-Based and Case-Based Reasoning with Information Retrieval: the Ikbals System. Richter, Wess et al. (1993) 341\u2013346"}],"container-title":["Lecture Notes in Computer Science","Advances in Case-Based Reasoning"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/3-540-60364-6_24.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,12,31]],"date-time":"2021-12-31T09:44:48Z","timestamp":1640943888000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/3-540-60364-6_24"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[1995]]},"ISBN":["9783540603641","9783540450528"],"references-count":40,"URL":"https:\/\/doi.org\/10.1007\/3-540-60364-6_24","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[1995]]}}}