{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,1,10]],"date-time":"2025-01-10T19:38:17Z","timestamp":1736537897795,"version":"3.32.0"},"publisher-location":"Berlin, Heidelberg","reference-count":23,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540388715"},{"type":"electronic","value":"9783540388739"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2006]]},"DOI":"10.1007\/11840930_40","type":"book-chapter","created":{"date-parts":[[2006,8,31]],"date-time":"2006-08-31T18:14:12Z","timestamp":1157048052000},"page":"391-400","source":"Crossref","is-referenced-by-count":0,"title":["A Nearest Features Classifier Using a Self-organizing Map for Memory Base Evaluation"],"prefix":"10.1007","author":[{"given":"Christos","family":"Pateritsas","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Andreas","family":"Stafylopatis","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"40_CR1","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\u00a06, 37\u201366 (1991)","journal-title":"Machine Learning"},{"key":"40_CR2","unstructured":"Blake, C.L., Merz, C.J.: UCI Repository of Machine Learning Databases. University of California, Irvine (1998), http:\/\/www.ics.uci.edu\/_mlearn\/MLRepository.html"},{"key":"40_CR3","first-page":"57","volume":"10","author":"S. Cost","year":"1993","unstructured":"Cost, S., Salzberg, S.: A Weighted Nearest Neighbor Algorithm for Learning with Symbolic Features. Machine Learning\u00a010, 57\u201378 (1993)","journal-title":"Machine Learning"},{"key":"40_CR4","volume-title":"Nearest Neighbor (NN) Norms: NN Pattern Classification Techniques","author":"B.V. Dasarathy","year":"1991","unstructured":"Dasarathy, B.V.: Nearest Neighbor (NN) Norms: NN Pattern Classification Techniques. IEEE Computer Society Press, Los Alamitos (1991)"},{"key":"40_CR5","doi-asserted-by":"crossref","unstructured":"Demiroz, G., Guvenir, H.A.: Classification by Voting Feature Intervals. In: Proceedings of the 9th European Conference on Machine Learning, Prague (1997)","DOI":"10.1007\/3-540-62858-4_74"},{"key":"40_CR6","unstructured":"Fan, H., Ramamohanarao, K.: A Bayesian Approach to Use Emerging Patterns for Classification. In: Proceedings of the 14th Australasian Database Conference, Adelaide (2003)"},{"key":"40_CR7","unstructured":"Guvenir, H.A., Akkus\u00b8, A.: Weighted K Nearest Neighbor Classification on Feature Projections. In: Proceedings of the 12-th International Symposium on Computer and Information Sciences, Antalya, Turkey (1997)"},{"key":"40_CR8","doi-asserted-by":"crossref","unstructured":"Hammerton, J., Erik, F.: Combining a self-organising map with memorybased learning. In: Conference on Computational Natural Language Learning (CoNLL), Toulouse, France, July 6-7, pp. 9\u201314 (2001)","DOI":"10.3115\/1117822.1117824"},{"key":"40_CR9","volume-title":"Information Sciences","author":"T. Kohonen","year":"1997","unstructured":"Kohonen, T.: Self-Organizing Maps. In: Information Sciences, 2nd edn. Springer, Heidelberg (1997)","edition":"2"},{"issue":"1","key":"40_CR10","first-page":"1","volume":"16","author":"I. Kononenko","year":"1992","unstructured":"Kononenko, I.: Naive Bayesian classifier and continuous attributes. Informatica\u00a016(1), 1\u20138 (1992)","journal-title":"Informatica"},{"key":"40_CR11","doi-asserted-by":"publisher","first-page":"1065","DOI":"10.1214\/aoms\/1177704472","volume":"33","author":"E. Parzen","year":"1962","unstructured":"Parzen, E.: On estimation of a probability density function and mode. Ann. Math. Statistics\u00a033, 1065\u20131076 (1962)","journal-title":"Ann. Math. Statistics"},{"key":"40_CR12","doi-asserted-by":"crossref","unstructured":"Pateritsas, C., Pertselakis, M., Stafylopatis, A.: A SOM-based classifier with enhanced structure learning. In: Proceedings of the IEEE International Conference on Systems, Man & Cybernetics, The Hague, Netherlands, October 10-13, pp. 4832\u20134837 (2004)","DOI":"10.1109\/ICSMC.2004.1401296"},{"key":"40_CR13","doi-asserted-by":"crossref","unstructured":"Pateritsas, C., Stafylopatis, A.: Independent Nearest Features Memory-Based Classifier. In: International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), Vienna, Austria, November 28-30, vol.\u00a02, pp. 781\u2013786 (2005)","DOI":"10.1109\/CIMCA.2005.1631563"},{"key":"40_CR14","doi-asserted-by":"crossref","unstructured":"Rauber, A.: LabelSOM: On the labeling of self-organizing maps. In: Proceedings of International Joint Conference on Neural Networks, Washington, DC (1999)","DOI":"10.1109\/IJCNN.1999.836235"},{"issue":"12","key":"40_CR15","doi-asserted-by":"publisher","first-page":"1213","DOI":"10.1145\/7902.7906","volume":"29","author":"C. Stanfill","year":"1986","unstructured":"Stanfill, C., Waltz, D.: Toward memory-based reasoning. Communications of the ACM\u00a029(12), 1213\u20131228 (1986)","journal-title":"Communications of the ACM"},{"issue":"6","key":"40_CR16","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\u00a06(6), 448\u2013452 (1976)","journal-title":"IEEE Transactions on Systems, Man, and Cybernetics"},{"key":"40_CR17","doi-asserted-by":"crossref","unstructured":"Xin, T., Ozturk, P., Gu, M.: Dynamic feature weighting in nearest neighbor classifiers. In: Proceedings of 2004 International Conference on Machine Learning and Cybernetics, August 26-29, vol.\u00a04, pp. 2406\u20132411 (2004)","DOI":"10.1109\/ICMLC.2004.1382206"},{"key":"40_CR18","unstructured":"Vesanto, J.: Using SOM in Data Mining. Licentiate\u2019s thesis in the Helsinki University of Technology (2000)"},{"key":"40_CR19","first-page":"347","volume-title":"First International Conference on Case-Based Reasoning","author":"D. Wettschereck","year":"1995","unstructured":"Wettschereck, D., Aha, W.D.: Weighting Features. In: First International Conference on Case-Based Reasoning, Lisbon, Portugal, pp. 347\u2013358. Springer, Heidelberg (1995)"},{"key":"40_CR20","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1613\/jair.346","volume":"6","author":"D.R. Wilson","year":"1997","unstructured":"Wilson, D.R., Martinez, T.R.: Improved heterogeneous distance functions. Journal of Artificial Intelligence Research\u00a06, 1\u201334 (1997)","journal-title":"Journal of Artificial Intelligence Research"},{"key":"40_CR21","first-page":"257","volume-title":"Machine Learning","author":"D.R. Wilson","year":"2000","unstructured":"Wilson, D.R., Martinez, T.R.: Reduction Techniques for Instance-Based Learning Algorithm. In: Machine Learning, vol.\u00a038, pp. 257\u2013286. Kluwer Academic Publishers, Dordrecht (2000)"},{"issue":"3","key":"40_CR22","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\u00a02(3), 408\u2013421 (1972)","journal-title":"IEEE Transactions on Systems, Man, and Cybernetics"},{"key":"40_CR23","doi-asserted-by":"crossref","unstructured":"Yang, Y., Webb, G.I.: Proportional k-interval discretization for naive-Bayes classifiers. In: Proceedings of the 12th European Conference on Machine Learning, pp. 564\u2013575 (2001)","DOI":"10.1007\/3-540-44795-4_48"}],"container-title":["Lecture Notes in Computer Science","Artificial Neural Networks \u2013 ICANN 2006"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/11840930_40.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,10]],"date-time":"2025-01-10T18:45:13Z","timestamp":1736534713000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/11840930_40"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2006]]},"ISBN":["9783540388715","9783540388739"],"references-count":23,"URL":"https:\/\/doi.org\/10.1007\/11840930_40","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2006]]}}}