{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T13:05:53Z","timestamp":1725541553930},"publisher-location":"Berlin, Heidelberg","reference-count":25,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642051760"},{"type":"electronic","value":"9783642051777"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010]]},"DOI":"10.1007\/978-3-642-05177-7_3","type":"book-chapter","created":{"date-parts":[[2009,12,5]],"date-time":"2009-12-05T08:44:48Z","timestamp":1260002688000},"page":"49-74","source":"Crossref","is-referenced-by-count":0,"title":["Machine Learning Algorithms Inspired by the Work of Ryszard Spencer Michalski"],"prefix":"10.1007","author":[{"given":"Krzysztof J.","family":"Cios","sequence":"first","affiliation":[]},{"given":"\u0141ukasz A.","family":"Kurgan","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"3_CR1","doi-asserted-by":"publisher","first-page":"29","DOI":"10.1108\/03684929510146813","volume":"24","author":"K.J. Cios","year":"1995","unstructured":"Cios, K.J., Liu, N.: An algorithm which learns multiple covers via integer linear programming. Part I - The CLILP2 Algorithm. Kybernetes\u00a024, 29\u201350 (1995)","journal-title":"Part I - The CLILP2 Algorithm. Kybernetes"},{"key":"3_CR2","doi-asserted-by":"crossref","unstructured":"Cios, K.J., Liu, N.: An algorithm which learns multiple covers via integer linear programming. Part I - The CLILP2 Algorithm. Kybernetes\u00a024, 29\u201350 (1995); (The Norbert Wiener 1997 Outstanding Paper Award, http:\/\/www.mcb.co.uk\/literati\/outst97.htm#k )","DOI":"10.1108\/03684929510146813"},{"issue":"4-5","key":"3_CR3","doi-asserted-by":"publisher","first-page":"513","DOI":"10.1108\/03684929710176502","volume":"26","author":"K.J. Cios","year":"1997","unstructured":"Cios, K.J., Wedding, D.K., Liu, N.: CLIP3: cover learning using integer programming. Kybernetes\u00a026(4-5), 513\u2013536 (1997)","journal-title":"Kybernetes"},{"volume-title":"Data mining: a knowledge discovery approach","year":"2007","author":"K.J. Cios","key":"3_CR4","unstructured":"Cios, K.J., Pedrycz, W., Swiniarski, R., Kurgan, L.: Data mining: a knowledge discovery approach. Springer, Heidelberg (2007)"},{"key":"3_CR5","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4615-5589-6","volume-title":"Data mining methods for knowledge discovery","author":"K.J. Cios","year":"1998","unstructured":"Cios, K.J., Pedrycz, W., Swiniarski, R.: Data mining methods for knowledge discovery. Kluwer, Dordrecht (1998)"},{"issue":"1-3","key":"3_CR6","doi-asserted-by":"publisher","first-page":"37","DOI":"10.1016\/j.ins.2003.03.015","volume":"163","author":"K.J. Cios","year":"2004","unstructured":"Cios, K.J., Kurgan, L.: CLIP4: Hybrid inductive machine learning algorithm that generates inequality rules. Information Sciences\u00a0163(1-3), 37\u201383 (2004)","journal-title":"Information Sciences"},{"issue":"5","key":"3_CR7","doi-asserted-by":"publisher","first-page":"692","DOI":"10.1109\/TSMCA.2007.902631","volume":"37","author":"A. Farhangfar","year":"2007","unstructured":"Farhangfar, A., Kurgan, L., Pedrycz, W.: A novel framework for imputation of missing values in databases. IEEE Transactions on Systems, Man, and Cybernetics, Part A\u00a037(5), 692\u2013709 (2007)","journal-title":"IEEE Transactions on Systems, Man, and Cybernetics, Part A"},{"issue":"12","key":"3_CR8","doi-asserted-by":"publisher","first-page":"3692","DOI":"10.1016\/j.patcog.2008.05.019","volume":"41","author":"A. Farhangfar","year":"2008","unstructured":"Farhangfar, A., Kurgan, L., Dy, J.: Impact of imputation of missing values on classification error for discrete data. Pattern Recognition\u00a041(12), 3692\u20133705 (2008)","journal-title":"Pattern Recognition"},{"key":"3_CR9","unstructured":"Kurgan, L.: Meta mining system for supervised learning, Ph.D dissertation, the University of Colorado at Boulder, Department of Computer Science (2003)"},{"key":"3_CR10","unstructured":"Kurgan, L., Cios, K.J.: Meta mining architecture for supervised learning. In: 7th International Workshop on High Performance and Distributed Mining, Proc. 4th International SIAM Conference on Data Mining, Lake Buena Vista, FL, pp. 18\u201326 (2004)"},{"issue":"2","key":"3_CR11","doi-asserted-by":"publisher","first-page":"145","DOI":"10.1109\/TKDE.2004.1269594","volume":"16","author":"L. Kurgan","year":"2004","unstructured":"Kurgan, L., Cios, K.J.: CAIM discretization algorithm. IEEE Transactions on Data and Knowledge Engineering\u00a016(2), 145\u2013153 (2004)","journal-title":"IEEE Transactions on Data and Knowledge Engineering"},{"key":"3_CR12","unstructured":"Kurgan, L., Cios, K.J., Sontag, M., Accurso, F.: Mining the cystic fibrosis data. In: Zurada, J., Kantardzic, M. (eds.) Next generation of data-mining applications, pp. 415\u2013444. IEEE Press - Wiley (2005)"},{"issue":"1","key":"3_CR13","doi-asserted-by":"publisher","first-page":"32","DOI":"10.1109\/TSMCB.2005.852983","volume":"36","author":"L. Kurgan","year":"2006","unstructured":"Kurgan, L., Cios, K.J., Dick, S.: Highly scalable and robust rule learner: performance evaluation and comparison. IEEE Transactions on Systems, Man, and Cybernetics, Part B\u00a036(1), 32\u201353 (2006)","journal-title":"IEEE Transactions on Systems, Man, and Cybernetics, Part B"},{"volume-title":"Machine learning","year":"1997","author":"T.M. Mitchell","key":"3_CR14","unstructured":"Mitchell, T.M.: Machine learning. McGraw-Hill, New York (1997)"},{"volume-title":"Introduction to machine learning","year":"1988","author":"Y. Kodratoff","key":"3_CR15","unstructured":"Kodratoff, Y.: Introduction to machine learning. Morgan Kaufmann, San Francisco (1988)"},{"volume-title":"Elements of machine learning","year":"1996","author":"P. Langley","key":"3_CR16","unstructured":"Langley, P.: Elements of machine learning. Morgan Kaufmann, San Francisco (1996)"},{"key":"#cr-split#-3_CR17.1","unstructured":"??ukasiewicz, J.: O logice tr??jwarto??ciowej (in Polish). Ruch Filozoficzny??5, 170???171 (1920);"},{"key":"#cr-split#-3_CR17.2","unstructured":"English translation: On three-valued logic. In: Borkowski, L. (ed.) Selected works by Jan ??ukasiewicz, pp. 87???88. North???Holland, Amsterdam (1970)"},{"key":"3_CR18","unstructured":"Michalski, R.S.: On the quasi minimal solution of the general covering problem. In: Proc. 5th International Symposium on Information Processing (FCIP 1969), Bled, Yugoslavia, vol.\u00a0A3, pp. 25\u2013128 (1969)"},{"key":"3_CR19","unstructured":"Michalski, R.S.: Variable valued logic: system VLl. In: Proc. 1974 International Symposium on Multiple Valued Logic and Pattern Recognition, West Virginia University, Morgantown, pp. 323\u2013346 (1974)"},{"key":"3_CR20","first-page":"219","volume":"4","author":"R.S. Michalski","year":"1980","unstructured":"Michalski, R.S.: Knowledge acquisition through conceptual clustering: a theoretical framework and algorithm for partitioning data into conjunctive concepts. International Journal of Policy Analysis and Information Systems\u00a04, 219\u2013243 (1980)","journal-title":"International Journal of Policy Analysis and Information Systems"},{"key":"3_CR21","first-page":"1041","volume-title":"Proc. 5th National Conference on Artificial Intelligence","author":"R.S. Michalski","year":"1986","unstructured":"Michalski, R.S., Mozetic, I., Hong, J., Lavrac, N.: The multipurpose incremental learning system AQ15 and its testing application to three medical domains. In: Proc. 5th National Conference on Artificial Intelligence, pp. 1041\u20131045. Morgan-Kaufmann, San Francisco (1986)"},{"volume-title":"Machine learning","year":"1997","author":"T.M. Mitchell","key":"3_CR22","unstructured":"Mitchell, T.M.: Machine learning. McGraw-Hill, New York (1997)"},{"volume-title":"C4.5 programs for machine learning","year":"1993","author":"J.R. Quinlan","key":"3_CR23","unstructured":"Quinlan, J.R.: C4.5 programs for machine learning. Morgan-Kaufmann, San Francisco (1993)"},{"volume-title":"Rough sets - theoretical aspects of reasoning about data","year":"1991","author":"Z. Pawlak","key":"3_CR24","unstructured":"Pawlak, Z.: Rough sets - theoretical aspects of reasoning about data. Kluwer, Dordrecht (1991)"}],"container-title":["Studies in Computational Intelligence","Advances in Machine Learning I"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-05177-7_3.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,24]],"date-time":"2020-11-24T02:48:50Z","timestamp":1606186130000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-05177-7_3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"ISBN":["9783642051760","9783642051777"],"references-count":25,"URL":"http:\/\/dx.doi.org\/10.1007\/978-3-642-05177-7_3","relation":{},"ISSN":["1860-949X","1860-9503"],"issn-type":[{"type":"print","value":"1860-949X"},{"type":"electronic","value":"1860-9503"}],"subject":[],"published":{"date-parts":[[2010]]}}}
