{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T18:36:32Z","timestamp":1743100592697,"version":"3.40.3"},"publisher-location":"Dordrecht","reference-count":22,"publisher":"Springer Netherlands","isbn-type":[{"type":"print","value":"9789048191116"},{"type":"electronic","value":"9789048191123"}],"license":[{"start":{"date-parts":[[2010,1,1]],"date-time":"2010-01-01T00:00:00Z","timestamp":1262304000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2010,1,1]],"date-time":"2010-01-01T00:00:00Z","timestamp":1262304000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010]]},"DOI":"10.1007\/978-90-481-9112-3_14","type":"book-chapter","created":{"date-parts":[[2010,6,23]],"date-time":"2010-06-23T15:55:19Z","timestamp":1277308519000},"page":"79-84","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":4,"title":["Empirical Analysis of Case-Editing Approaches for Numeric Prediction"],"prefix":"10.1007","author":[{"given":"Michael A.","family":"Redmond","sequence":"first","affiliation":[]},{"given":"Timothy","family":"Highley","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2010,5,20]]},"reference":[{"issue":"1","key":"14_CR1","first-page":"39","volume":"7","author":"A. Aamodt","year":"1994","unstructured":"Aamodt, A., Plaza, E., Case-Based Reasoning : Foundational Issues, Methodological Variations, and System Approaches; In Artificial Intelligence Communications. IOS Press. 7:1, pp. 39-59. (1994).","journal-title":"Artificial Intelligence Communications"},{"key":"14_CR2","volume-title":"Case-Based Reasoning","author":"J. Kolodner","year":"1993","unstructured":"Kolodner, J. Case-Based Reasoning. Los Altos, CA: Morgan Kaufmann. (1993)"},{"key":"14_CR3","volume-title":"Case Based Reasoning: Experiences, Lessons, and Future Directions","author":"D. Leake","year":"1996","unstructured":"Leake, D. Case Based Reasoning: Experiences, Lessons, and Future Directions. Menlo Park, California: AAAI Press\/MIT Press. (1996)"},{"key":"14_CR4","volume-title":"Applying Case-Based Reasoning: Techniques for Enterprise Systems","author":"I.D. Watson","year":"1997","unstructured":"Watson, I.D. Applying Case-Based Reasoning: Techniques for Enterprise Systems. Los Altos, California: Morgan Kaufmann,. (1997)"},{"key":"14_CR5","first-page":"37","volume":"6","author":"D.W. Aha","year":"1991","unstructured":"Aha, D.W., Kibler, D., Albert, M.K. Instance Based Learning Algorithms. Machine Learning. Vol 6, pp. 37-66 (1991).","journal-title":"Machine Learning"},{"issue":"3","key":"14_CR6","doi-asserted-by":"publisher","first-page":"408","DOI":"10.1109\/TSMC.1972.4309137","volume":"2","author":"D.L. Wilson","year":"1972","unstructured":"Wilson, D.L., Asymptotic Properties of Nearest Neighbor Rules Using Edited Data. IEEE Transactions on Systems, Man, and Cybernetics, vol 2, no 3, pp. 408-421 (1972)","journal-title":"IEEE Transactions on Systems, Man, and Cybernetics"},{"issue":"6","key":"14_CR7","doi-asserted-by":"publisher","first-page":"448","DOI":"10.1109\/TSMC.1976.4309523","volume":"6","author":"I. Tomek","year":"1976","unstructured":"Tomek, I., An Experiment with the Edited Nearest-Neighbor Rule. IEEE Transactions on Systems, Man, and Cybernetics, vol 6, no 6, pp. 448-452 (1976)","journal-title":"IEEE Transactions on Systems, Man, and Cybernetics"},{"key":"14_CR8","first-page":"404","volume-title":"Machine Learning: Proceedings of the Fourteenth International Conference","author":"D.R. Wilson","year":"1997","unstructured":"Wilson, D.R., Martinez, T.R., Instance Pruning Techniques. In Fisher, D. (ed) Machine Learning: Proceedings of the Fourteenth International Conference, Mogan Kaufmann Publishers, San Francisco, CA, pp. 404-411 (1997)"},{"issue":"3","key":"14_CR9","doi-asserted-by":"publisher","first-page":"257","DOI":"10.1023\/A:1007626913721","volume":"38","author":"D.R. Wilson","year":"2000","unstructured":"Wilson, D.R., Martinez, T.R., Reduction Techniques for Instance-Based Learning Algorithms. Machine Learning. Kluwer Academic Publishers. Vol 38:3, pp. 257-286 (2000).","journal-title":"Machine Learning"},{"key":"14_CR10","doi-asserted-by":"publisher","first-page":"153","DOI":"10.1023\/A:1014043630878","volume":"6","author":"H. Brighton","year":"2002","unstructured":"Brighton, H., Mellish, C. Advances in Instance Selection for Instance-Based Learning Algorithms. Data Mining and Knowledge Discovery, Kluwer Academic Publishers, vol 6, pp. 153-172 (2002)","journal-title":"Data Mining and Knowledge Discovery"},{"doi-asserted-by":"crossref","unstructured":"Smyth, B., McKenna, E., Building Compact Competent Case-Bases. In Proceedings of the Third International Conference on Case-Based Reasoning. Springer, pp. 329-342 (1999)","key":"14_CR11","DOI":"10.1007\/3-540-48508-2_24"},{"issue":"1","key":"14_CR12","doi-asserted-by":"crossref","first-page":"61","DOI":"10.3233\/IDA-2004-8104","volume":"8","author":"B.D. Morring","year":"2004","unstructured":"Morring, B.D., Martinez, T.R., Weighted Instance Typicality Search (WITS): A Nearest Neighbor Data Reduction Algorithm. In Intelligent Data Analysis, vol 8, no 1, pp. 61-78. (2004)","journal-title":"Intelligent Data Analysis"},{"doi-asserted-by":"crossref","unstructured":"Massie, S., Craw, S., Wiratunga, N. When Similar Problems Don\u2019t Have Similar Solutions. In Weber, R.O. and Richter, M.M. (eds) Proceedings of the 7\n              \n                th\n              \n              International Conference on Case-Based Reasoning, Springer-Verlag, pp 92-106 (2007)","key":"14_CR13","DOI":"10.1007\/978-3-540-74141-1_7"},{"unstructured":"Pasquier, F.X., Delany, S.J., and Cunningham, P. Blame-Based Noise Reduction: An Alternative Perspective on Noise Reduction for Lazy Learning. Computer Science Technical Report, TCD-CS-2005-29, Trinity College Dublin, Department of Computer Science (2005)","key":"14_CR14"},{"key":"14_CR15","doi-asserted-by":"publisher","first-page":"660","DOI":"10.1016\/S0377-2217(01)00264-8","volume":"141","author":"M.A. Redmond","year":"2002","unstructured":"Redmond, M. A. and A. Baveja: A Data-Driven Software Tool for Enabling Cooperative Information Sharing Among Police Departments. European Journal of Operational Research 141 (2002) 660-678.","journal-title":"European Journal of Operational Research"},{"unstructured":"U. S. Department of Commerce, Bureau of the Census, Census Of Population And Housing 1990 United States: Summary Tape File 1a & 3a (Computer Files), U.S. Department Of Commerce, Bureau Of The Census Producer, Washington, DC and Inter-university Consortium for Political and Social Research Ann Arbor, Michigan. (1992)","key":"14_CR16"},{"unstructured":"U.S. Department of Justice, Bureau of Justice Statistics, Law Enforcement Management And Administrative Statistics (Computer File) U.S. Department Of Commerce, Bureau Of The Census Producer, Washington, DC and Inter-university Consortium for Political and Social Research Ann Arbor, Michigan. (1992)","key":"14_CR17"},{"unstructured":"U.S. Department of Justice, Federal Bureau of Investigation, Crime in the United States (Computer File) (1995)","key":"14_CR18"},{"unstructured":"Asuncion, A. & Newman, D.J. UCI Machine Learning Repository [http:\/\/www.ics.uci.edu\/\u02dcmlearn\/MLRepository.html]. Irvine, CA: University of California, School of Information and Computer Science. (2007).","key":"14_CR19"},{"key":"14_CR20","first-page":"57","volume":"10","author":"S. Cost","year":"1993","unstructured":"Cost S., and S. Salzberg: A weighted nearest neighbor algorithm for learning with symbolic features. Machine Learning 10 (1993) 57-58.","journal-title":"Machine Learning"},{"key":"14_CR21","first-page":"1","volume":"1","author":"D.W. Aha","year":"1997","unstructured":"Aha, D.W. Lazy Learning. Artificial Intelligence Review, vol 1, pp. 1-5 (1997)","journal-title":"Artificial Intelligence Review"},{"unstructured":"Witten, I.H. and Frank, E. Data mining: practical machine learning tools and techniques, Morgan Kaufmann. (2005)","key":"14_CR22"}],"container-title":["Innovations in Computing Sciences and Software Engineering"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-90-481-9112-3_14","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,19]],"date-time":"2024-03-19T11:04:08Z","timestamp":1710846248000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-90-481-9112-3_14"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"ISBN":["9789048191116","9789048191123"],"references-count":22,"URL":"https:\/\/doi.org\/10.1007\/978-90-481-9112-3_14","relation":{},"subject":[],"published":{"date-parts":[[2010]]},"assertion":[{"value":"20 May 2010","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}