{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T20:24:05Z","timestamp":1743107045117,"version":"3.40.3"},"publisher-location":"Berlin, Heidelberg","reference-count":21,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642239373"},{"type":"electronic","value":"9783642239380"}],"license":[{"start":{"date-parts":[[2011,1,1]],"date-time":"2011-01-01T00:00:00Z","timestamp":1293840000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2011]]},"DOI":"10.1007\/978-3-642-23938-0_31","type":"book-chapter","created":{"date-parts":[[2011,9,12]],"date-time":"2011-09-12T00:40:55Z","timestamp":1315788055000},"page":"301-310","source":"Crossref","is-referenced-by-count":3,"title":["Experimental Evaluation of the Agent-Based Population Learning Algorithm for the Cluster-Based Instance Selection"],"prefix":"10.1007","author":[{"given":"Ireneusz","family":"Czarnowski","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Piotr","family":"J\u0119drzejowicz","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"31_CR1","volume-title":"UCI Machine Learning Repository","author":"A. Asuncion","year":"2007","unstructured":"Asuncion, A., Newman, D.J.: UCI Machine Learning Repository. University of California, School of Information and Computer Science, Irvine, CA (2007), http:\/\/www.ics.uci.edu\/~mlearn\/MLRepository.html"},{"key":"31_CR2","series-title":"SCI","doi-asserted-by":"publisher","first-page":"57","DOI":"10.1007\/978-3-540-88071-4_4","volume-title":"Intelligent Agents in the Evolution of Web and Applications","author":"D. Barbucha","year":"2009","unstructured":"Barbucha, D., Czarnowski, I., J\u0119drzejowicz, P., Ratajczak-Ropel, E., Wierzbowska, I.: e-JABAT - An Implementation of the Web-Based A-Team. In: Nguyen, N.T., Jain, I.C. (eds.) Intelligent Agents in the Evolution of Web and Applications. SCI, vol.\u00a0167, pp. 57\u201386. Springer, Heidelberg (2009)"},{"issue":"3","key":"31_CR3","first-page":"6","volume":"3","author":"F. Bellifemine","year":"2003","unstructured":"Bellifemine, F., Caire, G., Poggi, A., Rimassa, G.: JADE. A White Paper, Exp.\u00a03(3), 6\u201320 (2003)","journal-title":"A White Paper, Exp."},{"key":"31_CR4","series-title":"Lecture Notes in Computer Science","first-page":"1","volume-title":"Transactions on CCI IV","author":"I. Czarnowski","year":"2011","unstructured":"Czarnowski, I.: Distributed Learning with Data Reduction. In: Nguyen, N.T. (ed.) Transactions on CCI IV. LNCS, vol.\u00a06660, pp. 1\u20132. Springer, Heidelberg (2011)"},{"key":"31_CR5","doi-asserted-by":"publisher","first-page":"267","DOI":"10.1007\/978-0-85729-412-8_20","volume-title":"Research and Development in Intelligent Systems XX","author":"I. Czarnowski","year":"2004","unstructured":"Czarnowski, I., Jedrzejowicz, P.: An Approach to Instance Reduction in Supervised Learning. In: Coenen, F., Preece, A., Macintosh, A. (eds.) Research and Development in Intelligent Systems XX, pp. 267\u2013282. Springer, London (2004)"},{"key":"31_CR6","series-title":"LNAI","doi-asserted-by":"publisher","first-page":"436","DOI":"10.1007\/978-3-642-22000-5_45","volume-title":"Agent and Multi-Agent Systems: Technologies and Applications","author":"I. Czarnowski","year":"2011","unstructured":"Czarnowski, I., Jedrzejowicz, P.: A New Cluster-based Instance Selection Algorithm. In: O\u2019Shea, J., Nguyen, N.T., Crockett, K., Howlett, R.J., Jain, L.C. (eds.) KES-AMSTA 2011. LNCS (LNAI), vol.\u00a06682, pp. 436\u2013445. Springer, Heidelberg (2011)"},{"key":"31_CR7","series-title":"LNAI","doi-asserted-by":"publisher","first-page":"353","DOI":"10.1007\/978-3-642-16693-8_37","volume-title":"Computational Collective Intelligence. Technologies and Applications","author":"I. Czarnowski","year":"2010","unstructured":"Czarnowski, I., Jedrzejowicz, P.: Cluster Integration for the Cluster-based Instance Selection. In: Pan, J.-S., Chen, S.-M., Nguyen, N.T. (eds.) ICCCI 2010. LNCS (LNAI), vol.\u00a06421, pp. 353\u2013362. Springer, Heidelberg (2010)"},{"key":"31_CR8","unstructured":"Datasets used for classification: comparison of results. In. directory of data sets, http:\/\/www.is.umk.pl\/projects\/datasets.html (accessed September 1, 2009)"},{"key":"31_CR9","unstructured":"Hamo, Y., Markovitch, S.: The COMPSET Algorithm for Subset Selection. In: Proceedings of The Nineteenth International Joint Conference for Artificial Intelligence, Edinburgh, Scotland, pp. 728\u2013733 (2005)"},{"key":"31_CR10","series-title":"LNAI","doi-asserted-by":"publisher","first-page":"343","DOI":"10.1007\/978-3-642-16693-8_36","volume-title":"Computational Collective Intelligence. Technologies and Applications","author":"J. Jedrzejowicz","year":"2010","unstructured":"Jedrzejowicz, J., Jedrzejowicz, P.: Cellular GEP-Induced Classifiers. In: Pan, J.-S., Chen, S.-M., Nguyen, N.T. (eds.) ICCCI 2010. LNCS (LNAI), vol.\u00a06421, pp. 343\u2013352. Springer, Heidelberg (2010)"},{"key":"31_CR11","doi-asserted-by":"publisher","first-page":"232","DOI":"10.1007\/s10044-003-0191-0","volume":"6","author":"S.-W. Kim","year":"2003","unstructured":"Kim, S.-W., Oommen, B.J.: A Brief Taxonomy and Ranking of Creative Prototype Reduction Schemes. Pattern Analysis Application\u00a06, 232\u2013244 (2003)","journal-title":"Pattern Analysis Application"},{"key":"31_CR12","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"104","DOI":"10.1007\/3-540-36561-3_5","volume-title":"Intelligent Information Agents","author":"M. Klusch","year":"2003","unstructured":"Klusch, M., Lodi, S., Moro, G.-L.: Agent-Based Distributed Data Mining: The KDEC Scheme. In: Klusch, M., Bergamaschi, S., Edwards, P., Petta, P. (eds.) Intelligent Information Agents. LNCS (LNAI), vol.\u00a02586, pp. 104\u2013122. Springer, Heidelberg (2003)"},{"key":"31_CR13","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"603","DOI":"10.1007\/3-540-46043-8_61","volume-title":"Computational Science - ICCS 2002","author":"S. Krishnaswamy","year":"2002","unstructured":"Krishnaswamy, S., Zaslavsky, A., Loke, S.W.: Techniques for Estimating the Computation and Communication Costs of Distributed Data Mining. In: Sloot, P.M.A., Tan, C.J.K., Dongarra, J., Hoekstra, A.G. (eds.) ICCS-ComputSci 2002. LNCS, vol.\u00a02329, pp. 603\u2013612. Springer, Heidelberg (2002)"},{"key":"31_CR14","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 Publishers, SanMateo (1993)"},{"key":"31_CR15","doi-asserted-by":"publisher","first-page":"791","DOI":"10.1016\/j.engappai.2005.06.004","volume":"18","author":"J. Silva","year":"2005","unstructured":"Silva, J., Giannella, C., Bhargava, R., Kargupta, H., Klusch, M.: Distributed Data Mining and Agents. Engineering Applications of Artificial Intelligence Journal\u00a018, 791\u2013807 (2005)","journal-title":"Engineering Applications of Artificial Intelligence Journal"},{"key":"31_CR16","unstructured":"Talukdar, S., Baerentzen, L., Gove, A., de Souza, P.: Asynchronous Teams: Co-operation Schemes for Autonomous, Computer-Based Agents. Technical Report EDRC 18-59-96, Carnegie Mellon University, Pittsburgh (1996)"},{"key":"31_CR17","doi-asserted-by":"crossref","unstructured":"Uno, T.: Multi-sorting Algorithm for Finding Pairs of Similar Short Substrings from Large-scale String Data. Knowledge and Information Systems (2009), doi:10.1007\/s10115-009-0271-6","DOI":"10.1007\/s10115-009-0271-6"},{"key":"31_CR18","doi-asserted-by":"crossref","unstructured":"Vucetic, S., Obradovic, Z.: Performance Controlled Data Reduction for Knowledge Discovery in Distributed Databases. In: Proceedings of the Pacific-Asia Conference on Knowledge Discovery and Data Mining, pp. 29\u201339 (2000)","DOI":"10.1007\/3-540-45571-X_6"},{"issue":"3","key":"31_CR19","doi-asserted-by":"publisher","first-page":"257","DOI":"10.1023\/A:1007626913721","volume":"33","author":"D.R. Wilson","year":"2000","unstructured":"Wilson, D.R., Martinez, T.R.: Reduction Techniques for Instance-based Learning Algorithm. Machine Learning\u00a033(3), 257\u2013286 (2000)","journal-title":"Machine Learning"},{"issue":"2","key":"31_CR20","doi-asserted-by":"publisher","first-page":"201","DOI":"10.1007\/s10115-003-0089-6","volume":"5","author":"K. Yu","year":"2004","unstructured":"Yu, K., Xu, X., Ester, M., Kriegel, H.-P.: Feature Weighting and Instance Selection for Collaborative Filtering: An Information-Theoretic Approach. Knowledge and Information Systems\u00a05(2), 201\u2013224 (2004)","journal-title":"Knowledge and Information Systems"},{"key":"31_CR21","doi-asserted-by":"crossref","unstructured":"Zhu, X., Wu, X.: Scalable Representative Instance Selection and Ranking. In: IEEE Proceedings of the 18th International Conference on Pattern Recognition, vol.\u00a03, pp. 352\u2013355 (2006)","DOI":"10.1109\/ICPR.2006.1023"}],"container-title":["Lecture Notes in Computer Science","Computational Collective Intelligence. Technologies and Applications"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-23938-0_31","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,10]],"date-time":"2025-03-10T14:23:50Z","timestamp":1741616630000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-23938-0_31"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011]]},"ISBN":["9783642239373","9783642239380"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-23938-0_31","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2011]]}}}