{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,4]],"date-time":"2024-09-04T22:53:16Z","timestamp":1725490396934},"publisher-location":"Berlin, Heidelberg","reference-count":14,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540747819"},{"type":"electronic","value":"9783540747826"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"DOI":"10.1007\/978-3-540-74782-6_27","type":"book-chapter","created":{"date-parts":[[2007,8,25]],"date-time":"2007-08-25T10:51:49Z","timestamp":1188039109000},"page":"302-313","source":"Crossref","is-referenced-by-count":0,"title":["Nearest Local Hyperplane Rules for Pattern Classification"],"prefix":"10.1007","author":[{"given":"G\u00e1bor","family":"Tak\u00e1cs","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"B\u00e9la","family":"Pataki","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"27_CR1","doi-asserted-by":"crossref","unstructured":"Schaffer, C.: A Conservation Law for Generalization Performance. In: Proc. of the 11th International Conference on Machine Learning, pp. 259\u2013265 (1994)","DOI":"10.1016\/B978-1-55860-335-6.50039-8"},{"key":"27_CR2","first-page":"985","volume-title":"Advances in Neural Information Processing Systems 14","author":"P. Vincent","year":"2002","unstructured":"Vincent, P., Bengio, Y.: K-Local Hyperplane and Convex Distance Nearest Neighbor Algorithms. In: Advances in Neural Information Processing Systems 14, pp. 985\u2013992. MIT Press, Cambridge, MA (2002)"},{"key":"27_CR3","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"239","DOI":"10.1007\/3-540-49430-8_13","volume-title":"Neural Networks: Tricks of the Trade","author":"P. Simard","year":"1998","unstructured":"Simard, P., LeCun, Y., Denker, J., Victorri, B.: Transformation Invariance in Pattern Recognition \u2013 Tangent Distance and Tangent Propagation. In: Orr, G.B., M\u00fcller, K.-R. (eds.) Neural Networks: Tricks of the Trade. LNCS, vol.\u00a01524, pp. 239\u2013274. Springer, Heidelberg (1998)"},{"key":"27_CR4","unstructured":"Okun, O.: Protein Fold Recognition with K-Local Hyperplane Distance Nearest Neighbor Algorithm. In: Proc. of the 2nd European Workshop on Data Mining and Text Mining in Bioinformatics, pp. 47\u201353 (2004)"},{"issue":"2","key":"27_CR5","doi-asserted-by":"publisher","first-page":"121","DOI":"10.1023\/A:1009715923555","volume":"2","author":"C. Burges","year":"1998","unstructured":"Burges, C.: A Tutorial on Support Vector Machines for Pattern Recognition. Data Mining and Knowledge Discovery\u00a02(2), 121\u2013167 (1998)","journal-title":"Data Mining and Knowledge Discovery"},{"key":"27_CR6","doi-asserted-by":"crossref","unstructured":"Boser, B., Guyon, I., Vapnik, V.: A Training Algorithm for Optimal Margin Classifiers. In: Proc. of the Fifth Annual Workshop on Computational Learning Theory, pp. 144\u2013152 (1992)","DOI":"10.1145\/130385.130401"},{"key":"27_CR7","doi-asserted-by":"crossref","unstructured":"Akaho, S.: SVM Maximizing Margin in the Input Space. In: Proc. of the 9th International Conference on Neural Information Processing, vol.\u00a02, pp. 1069\u20131073 (2002)","DOI":"10.1109\/ICONIP.2002.1198224"},{"issue":"1","key":"27_CR8","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1109\/TIT.1967.1053964","volume":"13","author":"T. Cover","year":"1967","unstructured":"Cover, T., Hart, P.: Nearest Neighbor Pattern Classification. IEEE Transactions on Information Theory\u00a013(1), 21\u201327 (1967)","journal-title":"IEEE Transactions on Information Theory"},{"key":"27_CR9","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4612-0711-5","volume-title":"A Probabilistic Theory of Pattern Recognition","author":"L. Devroye","year":"1996","unstructured":"Devroye, L., Gy\u00f6rfi, L., Lugosi, G.: A Probabilistic Theory of Pattern Recognition. Springer, New York (1996)"},{"key":"27_CR10","first-page":"599","volume-title":"Proc. of the 29th Annual ACM Symposium on Theory of Computing","author":"J. Kleinberg","year":"1997","unstructured":"Kleinberg, J.: Two Algorithms for Nearest-Neighbor Search in High Dimensions. In: Proc. of the 29th Annual ACM Symposium on Theory of Computing, pp. 599\u2013608. ACM Press, New York (1997)"},{"issue":"6","key":"27_CR11","doi-asserted-by":"publisher","first-page":"891","DOI":"10.1145\/293347.293348","volume":"45","author":"S. Arya","year":"1998","unstructured":"Arya, S., Mount, D., Netanyahu, N., Silverman, R., Wu, A.: An Optimal Algorithm for Approximate Nearest Neighbor Searching in Fixed Dimensions. Journal of the ACM\u00a045(6), 891\u2013923 (1998)","journal-title":"Journal of the ACM"},{"key":"27_CR12","unstructured":"Newman, D., Hettich, S., Blake, C., Merz, C.: UCI Repository of Machine Learning Databases. University of California, Irvine, CA, \n                    \n                      http:\/\/www.ics.uci.edu\/~mlearn\/MLRepository.html"},{"key":"27_CR13","unstructured":"LeCun, Y.: The MNIST Database of Handwritten Digits. \n                    \n                      http:\/\/yann.lecun.com\/exdb\/mnist\/"},{"key":"27_CR14","doi-asserted-by":"crossref","first-page":"179","DOI":"10.1111\/j.1469-1809.1936.tb02137.x","volume":"7","author":"R. Fisher","year":"1936","unstructured":"Fisher, R.: The Use of Multiple Measurements in Taxonomic Problems. Annals of Eugenics\u00a07, 179\u2013188 (1936)","journal-title":"Annals of Eugenics"}],"container-title":["Lecture Notes in Computer Science","AI*IA 2007: Artificial Intelligence and Human-Oriented Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-74782-6_27.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,4,27]],"date-time":"2021-04-27T06:38:34Z","timestamp":1619505514000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-74782-6_27"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[null]]},"ISBN":["9783540747819","9783540747826"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-74782-6_27","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[]}}