{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T22:25:38Z","timestamp":1740176738663,"version":"3.37.3"},"reference-count":17,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2017,12,14]],"date-time":"2017-12-14T00:00:00Z","timestamp":1513209600000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Int J Data Sci Anal"],"published-print":{"date-parts":[[2018,2]]},"DOI":"10.1007\/s41060-017-0083-9","type":"journal-article","created":{"date-parts":[[2017,12,14]],"date-time":"2017-12-14T17:18:04Z","timestamp":1513271884000},"page":"11-18","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Feature selection for spatially enhanced LBP: application to face recognition"],"prefix":"10.1007","volume":"5","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-4971-3613","authenticated-orcid":false,"given":"Abdelmalik","family":"Moujahid","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fadi","family":"Dornaika","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,12,14]]},"reference":[{"key":"83_CR1","first-page":"43","volume-title":"Computer Vision ECCV \u201996, Volume 1064 of Lecture Notes in Computer Science","author":"PN Belhumeur","year":"1996","unstructured":"Belhumeur, P.N., Hespanha, J.P., Kriegman, D.J.: Eigenfaces vs. fisherfaces: recognition using class specific linear projection. In: Buxton, B., Cipolla, R. (eds.) Computer Vision ECCV \u201996, Volume 1064 of Lecture Notes in Computer Science, pp. 43\u201358. Springer, Berlin (1996)"},{"key":"83_CR2","doi-asserted-by":"crossref","DOI":"10.1093\/oso\/9780198538493.001.0001","volume-title":"Neural Networks for Pattern Recognition","author":"C\u00a0M Bishop","year":"1995","unstructured":"Bishop, C\u00a0.M.: Neural Networks for Pattern Recognition. Oxford University Press, Oxford (1995)"},{"key":"83_CR3","doi-asserted-by":"crossref","unstructured":"Gilad-Bachrach, R., Amir, N., Naftali, T.: Margin based feature selection\u2014theory and algorithms. In: Proceedings of the Twenty-First International Conference on Machine Learning, ICML \u201904, p. 43. ACM, New York, NY (2004)","DOI":"10.1145\/1015330.1015352"},{"issue":"3","key":"83_CR4","doi-asserted-by":"crossref","first-page":"190","DOI":"10.1080\/02564602.2014.906859","volume":"31","author":"D Guan","year":"2014","unstructured":"Guan, D., Yuan, W., Lee, Y.-K., Najeebullah, K., Rasel, M.K.: A review of ensemble learning based feature selection. IETE Tech. Rev. 31(3), 190\u2013198 (2014)","journal-title":"IETE Tech. Rev."},{"issue":"2","key":"83_CR5","doi-asserted-by":"crossref","first-page":"22","DOI":"10.5430\/air.v4n2p22","volume":"4","author":"SH Huang","year":"2015","unstructured":"Huang, S.H.: Supervised feature selection: a tutorial. Artif. Intell. Res. 4(2), 22\u201337 (2015)","journal-title":"Artif. Intell. Res."},{"issue":"1","key":"83_CR6","doi-asserted-by":"publisher","first-page":"1304","DOI":"10.1186\/s40064-016-2941-7","volume":"5","author":"L-Y Hu","year":"2016","unstructured":"Hu, L.-Y., Huang, M.-W., Ke, S.-W., Tsai, C.-F.: The distance function effect on k-nearest neighbor classification for medical datasets. SpringerPlus 5(1), 1304 (2016). https:\/\/doi.org\/10.1186\/s40064-016-2941-7","journal-title":"SpringerPlus"},{"key":"83_CR7","doi-asserted-by":"crossref","unstructured":"Lan, R., Zhou, Y., Tang, Y.Y., Chen, C.L.P.: Person reidentification using quaternionic local binary pattern. In: 2014 IEEE International Conference on Multimedia and Expo (ICME), pp. 1\u20136 (2014)","DOI":"10.1109\/ICME.2014.6890260"},{"issue":"1","key":"83_CR8","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1007\/s10115-011-0424-2","volume":"32","author":"J Luengo","year":"2012","unstructured":"Luengo, J., Garc\u00eda, S., Herrera, F.: On the choice of the best imputation methods for missing values considering three groups of classification methods. Knowl. Inf. Syst. 32(1), 77\u2013108 (2012). https:\/\/doi.org\/10.1007\/s10115-011-0424-2","journal-title":"Knowl. Inf. Syst."},{"issue":"7","key":"83_CR9","doi-asserted-by":"crossref","first-page":"971","DOI":"10.1109\/TPAMI.2002.1017623","volume":"24","author":"T Ojala","year":"2002","unstructured":"Ojala, T., Pietikainen, M., Maenpaa, T.: Multiresolution gray-scale and rotation invariant texture classification with local binary patterns. IEEE Trans. Pattern Anal. Mach. Intell. 24(7), 971\u2013987 (2002)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"3","key":"83_CR10","doi-asserted-by":"crossref","first-page":"1698","DOI":"10.1109\/TAES.2015.130730","volume":"51","author":"Z Peng","year":"2015","unstructured":"Peng, Z., Gurram, P., Kwon, H., Yin, W.: Sparse kernel learning-based feature selection for anomaly detection. IEEE Trans. Aerosp. Electron. Syst. 51(3), 1698\u20131716 (2015)","journal-title":"IEEE Trans. Aerosp. Electron. Syst."},{"key":"83_CR11","doi-asserted-by":"crossref","unstructured":"Samaria, F.S., Harter, A.C.: Parameterisation of a stochastic model for human face identification. In: Proceedings of the Second IEEE Workshop on Applications of Computer Vision, 1994, pp. 138\u2013142 (1994)","DOI":"10.1109\/ACV.1994.341300"},{"issue":"9","key":"83_CR12","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1109\/TPAMI.2010.129","volume":"32","author":"Y Sun","year":"2010","unstructured":"Sun, Y., Todorovic, S., Goodison, S.: Local learning based feature selection for high dimensional data analysis. IEEE Trans. Pattern Anal. Mach. Intell. 32(9), 1\u201318 (2010)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"1","key":"83_CR13","doi-asserted-by":"crossref","first-page":"34","DOI":"10.1002\/sam.10028","volume":"2","author":"Y Sun","year":"2009","unstructured":"Sun, Y., Wu, D.: Feature extraction through local learning. Stat. Anal. Data Min. 2(1), 34\u201347 (2009)","journal-title":"Stat. Anal. Data Min."},{"key":"83_CR14","doi-asserted-by":"crossref","first-page":"3941","DOI":"10.1016\/j.patcog.2014.06.012","volume":"47","author":"JA Sez","year":"2014","unstructured":"Sez, J.A., Derrac, J., Luengo, J., Herrera, F.: Statistical computation of feature weighting schemes through data estimation for nearest neighbor classifiers. Pattern Recognit. 47, 3941\u20133948 (2014)","journal-title":"Pattern Recognit."},{"key":"83_CR15","doi-asserted-by":"crossref","first-page":"365","DOI":"10.1016\/j.neucom.2012.10.032","volume":"120","author":"B Yang","year":"2013","unstructured":"Yang, B., Chen, S.: A comparative study on local binary pattern (LBP) based face recognition: LBP histogram versus LBP image. Neurocomputing 120, 365\u2013379 (2013)","journal-title":"Neurocomputing"},{"issue":"12","key":"83_CR16","doi-asserted-by":"crossref","first-page":"27","DOI":"10.4304\/jcp.3.12.27-34","volume":"3","author":"M Yang","year":"2008","unstructured":"Yang, M., Wang, F., Yang, P.: A novel feature selection algorithm based on hypothesis-margin. J. Comput. 3(12), 27\u201334 (2008)","journal-title":"J. Comput."},{"key":"83_CR17","doi-asserted-by":"crossref","first-page":"74","DOI":"10.4236\/jcc.2015.33013","volume":"3","author":"X Zhou","year":"2015","unstructured":"Zhou, X., Wang, J.J.: Feature selection for image classification based on a new ranking criterion. J. Comput. Commun. 3, 74\u201379 (2015)","journal-title":"J. Comput. Commun."}],"container-title":["International Journal of Data Science and Analytics"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s41060-017-0083-9\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s41060-017-0083-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s41060-017-0083-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,29]],"date-time":"2024-06-29T18:40:58Z","timestamp":1719686458000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s41060-017-0083-9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,12,14]]},"references-count":17,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2018,2]]}},"alternative-id":["83"],"URL":"https:\/\/doi.org\/10.1007\/s41060-017-0083-9","relation":{},"ISSN":["2364-415X","2364-4168"],"issn-type":[{"type":"print","value":"2364-415X"},{"type":"electronic","value":"2364-4168"}],"subject":[],"published":{"date-parts":[[2017,12,14]]}}}