{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,30]],"date-time":"2025-10-30T07:05:41Z","timestamp":1761807941548},"reference-count":22,"publisher":"Springer Science and Business Media LLC","issue":"7","license":[{"start":{"date-parts":[[2015,7,11]],"date-time":"2015-07-11T00:00:00Z","timestamp":1436572800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Neural Comput &amp; Applic"],"published-print":{"date-parts":[[2016,10]]},"DOI":"10.1007\/s00521-015-1979-8","type":"journal-article","created":{"date-parts":[[2015,7,10]],"date-time":"2015-07-10T03:20:29Z","timestamp":1436498429000},"page":"1867-1881","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":11,"title":["A heuristic supervised Euclidean data difference dimension reduction for KNN classifier and its application to visual place classification"],"prefix":"10.1007","volume":"27","author":[{"given":"Hesam","family":"Omranpour","sequence":"first","affiliation":[]},{"given":"Saeed","family":"Shiry Ghidary","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2015,7,11]]},"reference":[{"issue":"8","key":"1979_CR1","doi-asserted-by":"crossref","first-page":"2134","DOI":"10.1016\/j.patcog.2013.01.016","volume":"46","author":"Z Feng","year":"2013","unstructured":"Feng Z, Yang M, Zhang L, Liu Y, Zhang D (2013) Joint discriminative dimensionality reduction and dictionary learning for face recognition. Pattern Recognit 46(8):2134\u20132143","journal-title":"Pattern Recognit"},{"key":"1979_CR2","unstructured":"Wang J, Peng W, Ward MO, Rundensteiner EA (2003) Interactive hierarchical dimension ordering, spacing and filtering for exploration of high dimensional data sets. In: Information visualization, IEEE symposium, pp 105\u2013112"},{"key":"1979_CR3","unstructured":"Villegas M (2011) Contributions to high-dimensional pattern recognition. PhD thesis, Universidad Politecnica de Valencia, Valencia"},{"issue":"4","key":"1979_CR4","doi-asserted-by":"crossref","first-page":"633","DOI":"10.1016\/j.patrec.2010.12.002","volume":"32","author":"M Villegas","year":"2011","unstructured":"Villegas M, Paredes R (2011) Dimensionality reduction by minimizing nearest-neighbor classification error. Pattern Recognit Lett 32(4):633\u2013639","journal-title":"Pattern Recognit Lett"},{"key":"1979_CR5","volume-title":"Pattern recognition and machine learning","author":"CH Bishop","year":"2006","unstructured":"Bishop CH (2006) Pattern recognition and machine learning, vol 1. Springer, New York"},{"issue":"2","key":"1979_CR6","doi-asserted-by":"crossref","first-page":"117","DOI":"10.1016\/j.jco.2013.10.007","volume":"30","author":"A Hinrichs","year":"2014","unstructured":"Hinrichs A, Novak E, Ullrich M, Wozniakowski H (2014) The curse of dimensionality for numerical integration of smooth functions II. J Complex 30(2):117\u2013143","journal-title":"J Complex"},{"key":"1979_CR7","doi-asserted-by":"crossref","DOI":"10.1007\/978-0-387-39351-3","volume-title":"Nonlinear dimensionality reduction","author":"J Lee","year":"2007","unstructured":"Lee J, Verleysen M (2007) Nonlinear dimensionality reduction. Springer, Berlin"},{"key":"1979_CR8","doi-asserted-by":"crossref","first-page":"2323","DOI":"10.1126\/science.290.5500.2323","volume":"290","author":"S Oweis","year":"2000","unstructured":"Oweis S, Lawrance K (2000) Nonlinear dimensionality reduction by locally linear embedding. Science 290:2323\u20132326","journal-title":"Science"},{"key":"1979_CR9","doi-asserted-by":"crossref","first-page":"433","DOI":"10.1002\/wics.101","volume":"2","author":"H Abdi","year":"2010","unstructured":"Abdi H, Williams LJ (2010) Principal component analysis. Wiley Interdiscip Rev Comput Stat 2:433\u2013459","journal-title":"Wiley Interdiscip Rev Comput Stat"},{"key":"1979_CR10","doi-asserted-by":"crossref","first-page":"27","DOI":"10.1007\/978-1-4419-9878-1_4","volume-title":"Robust data mining","author":"P Xanthopoulos","year":"2013","unstructured":"Xanthopoulos P, Pardalos PM, Trafalis TB (2013) Linear discriminant analysis. In: Robust data mining. Springer, New York, pp 27\u201333"},{"issue":"10","key":"1979_CR11","doi-asserted-by":"crossref","first-page":"2473","DOI":"10.1016\/j.sigpro.2007.03.006","volume":"87","author":"Z Zheng","year":"2007","unstructured":"Zheng Z, Yang F, Tan W, Jia J, Yang J (2007) Gabor feature-based face recognition using supervised locality preserving projection. Signal Process 87(10):2473\u20132483","journal-title":"Signal Process"},{"issue":"1","key":"1979_CR12","doi-asserted-by":"crossref","first-page":"40","DOI":"10.1109\/TPAMI.2007.250598","volume":"29","author":"S Yan","year":"2007","unstructured":"Yan S, Xu D, Zhang B, Zhang HJ, Yang Q, Lin S (2007) Graph embedding and extensions: a general framework for dimensionality reduction. IEEE Trans Pattern Anal Mach Intell 29(1):40\u201351","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"15","key":"1979_CR13","doi-asserted-by":"crossref","first-page":"2743","DOI":"10.1016\/S0167-8655(03)00117-X","volume":"24","author":"M Bressan","year":"2003","unstructured":"Bressan M, Vitria J (2003) Nonparametric discriminant analysis and nearest neighbor classification. Pattern Recognit Lett 24(15):2743\u20132749","journal-title":"Pattern Recognit Lett"},{"key":"1979_CR14","first-page":"513","volume-title":"Neighborhood components analysis. Advances in neural information processing systems","author":"J Goldberger","year":"2005","unstructured":"Goldberger J, Roweis S, Hinton G, Salakhutdinov R (2005) Neighborhood components analysis. Advances in neural information processing systems. MIT Press, Cambridge, pp 513\u2013520"},{"key":"1979_CR15","unstructured":"Weinberger KQ, Blitzer J, Saul LK (2006) Distance metric learning for large margin nearest neighbor classification. In: Advances in neural information processing systems, vol 18, pp 1473\u20131480"},{"issue":"4","key":"1979_CR16","doi-asserted-by":"crossref","first-page":"656","DOI":"10.1016\/j.neucom.2010.09.006","volume":"74","author":"Q Hu","year":"2011","unstructured":"Hu Q, Zhu P, Yang Y, Yu D (2011) Large-margin nearest neighbor classifiers via sample weight learning. Neurocomputing 74(4):656\u2013660","journal-title":"Neurocomputing"},{"issue":"9","key":"1979_CR17","doi-asserted-by":"crossref","first-page":"980","DOI":"10.1016\/j.patrec.2013.01.028","volume":"34","author":"Y Xu","year":"2013","unstructured":"Xu Y, Zhu Q, Fan Z, Qiu M, Chen Y, Liu H (2013) Coarse to fine K nearest neighbor classifier. Pattern Recognit Lett 34(9):980\u2013986","journal-title":"Pattern Recognit Lett"},{"issue":"2579\u20132605","key":"1979_CR18","first-page":"85","volume":"9","author":"L Maaten Van der","year":"2008","unstructured":"Van der Maaten L, Hinton G (2008) Visualizing data using t-SNE. J Mach Learn Res 9(2579\u20132605):85","journal-title":"J Mach Learn Res"},{"key":"1979_CR19","unstructured":"Asuncion A, Newman D (2007) UCI machine learning repository. http:\/\/www.ics.uci.edu\/mlearn\/MLRepository.html"},{"key":"1979_CR20","doi-asserted-by":"crossref","unstructured":"Pronobis A, Caputo B (2009) COLD: the cosy localization database. Int J Robot Res 28(5):588\u2013594. The COLD (CoSy Localization Database) database. http:\/\/cogvis.nada.kth.se\/COLD\/","DOI":"10.1177\/0278364909103912"},{"issue":"5","key":"1979_CR21","doi-asserted-by":"crossref","first-page":"2135","DOI":"10.1214\/07-AOS537","volume":"36","author":"P Hall","year":"2008","unstructured":"Hall P, Park BU, Samworth RJ (2008) Choice of neighbor order in nearest-neighbor classification. Ann Stat 36(5):2135\u20132152","journal-title":"Ann Stat"},{"key":"1979_CR22","doi-asserted-by":"crossref","unstructured":"Davis J, Mark G (2006) The relationship between Precision\u2013Recall and ROC curves. In: Proceedings of the 23rd international conference on machine learning. ACM, pp 233\u2013240","DOI":"10.1145\/1143844.1143874"}],"container-title":["Neural Computing and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-015-1979-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00521-015-1979-8\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-015-1979-8","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,28]],"date-time":"2019-05-28T22:21:22Z","timestamp":1559082082000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00521-015-1979-8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,7,11]]},"references-count":22,"journal-issue":{"issue":"7","published-print":{"date-parts":[[2016,10]]}},"alternative-id":["1979"],"URL":"https:\/\/doi.org\/10.1007\/s00521-015-1979-8","relation":{},"ISSN":["0941-0643","1433-3058"],"issn-type":[{"value":"0941-0643","type":"print"},{"value":"1433-3058","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,7,11]]}}}