{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,10]],"date-time":"2025-02-10T05:13:18Z","timestamp":1739164398490,"version":"3.37.0"},"reference-count":23,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2009,6,3]],"date-time":"2009-06-03T00:00:00Z","timestamp":1243987200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Soft Comput"],"published-print":{"date-parts":[[2010,1]]},"DOI":"10.1007\/s00500-009-0439-8","type":"journal-article","created":{"date-parts":[[2009,6,2]],"date-time":"2009-06-02T03:47:04Z","timestamp":1243914424000},"page":"129-136","source":"Crossref","is-referenced-by-count":10,"title":["Content-based image classification with wavelet relevance vector machines"],"prefix":"10.1007","volume":"14","author":[{"given":"Arvind","family":"Tolambiya","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"S.","family":"Venkatraman","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Prem K.","family":"Kalra","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2009,6,3]]},"reference":[{"doi-asserted-by":"crossref","unstructured":"Camps-Valls G, Rojo-Alvarez JL, Martnez-Ramon M (2007) Kernel methods in bioengineering, signal and image processing. Idea Group Publishing, USA","key":"439_CR1","DOI":"10.4018\/978-1-59904-042-4"},{"doi-asserted-by":"crossref","unstructured":"Chen W, Cui W, Zhu C (2006a) Wavelet support vector machine with universal approximation and its application. In: Proceedings of IEEE information theory workshop, pp 360\u2013364","key":"439_CR2","DOI":"10.1109\/ITW.2006.322839"},{"doi-asserted-by":"crossref","unstructured":"Chen WS, Yuen PC, Fang B, Lai J (2006b) Shannon wavelet kernel based subspace LDA approach in face recognition. In: Proceedings of international conference on computational intelligence and security, vol 1, pp 708\u2013713","key":"439_CR3","DOI":"10.1109\/ICCIAS.2006.294226"},{"key":"439_CR4","first-page":"913","volume":"5","author":"Y Chen","year":"2004","unstructured":"Chen Y, Wang JZ (2004) Image categorization by learning and reasoning with regions. J Mach Learning Res 5:913\u2013939","journal-title":"J Mach Learning Res"},{"doi-asserted-by":"crossref","unstructured":"Johansson R, Nugues P (2005) Sparse bayesian classification of predicate arguments. In: Proceedings of the ninth conference on computational natural language learning (CoNLL-2005), Association for Computational Linguistics, pp 177\u2013180","key":"439_CR5","DOI":"10.3115\/1706543.1706575"},{"doi-asserted-by":"crossref","unstructured":"Li Y, Chen X, Fu X, Belkasim S (2007) Multi-level discrete cosine transform for content-based image retrieval by support vector machines. In: IEEE international conference on image processing(ICIP07), vol 6, pp 21\u201324","key":"439_CR6","DOI":"10.1109\/ICIP.2007.4379510"},{"issue":"3","key":"439_CR7","doi-asserted-by":"crossref","first-page":"415","DOI":"10.1162\/neco.1992.4.3.415","volume":"4","author":"DJC MacKay","year":"1992","unstructured":"MacKay DJC (1992a) Bayesian interpolation. Neural Comput 4(3):415\u2013447","journal-title":"Neural Comput"},{"issue":"5","key":"439_CR8","doi-asserted-by":"crossref","first-page":"720","DOI":"10.1162\/neco.1992.4.5.720","volume":"4","author":"DJC MacKay","year":"1992","unstructured":"MacKay DJC (1992b) The evidence framework applied to classification networks. Neural Comput 4(5):720\u2013736","journal-title":"Neural Comput"},{"issue":"8","key":"439_CR9","doi-asserted-by":"crossref","first-page":"1778","DOI":"10.1109\/TGRS.2004.831865","volume":"42","author":"F Melgani","year":"2004","unstructured":"Melgani F, Bruzzone L (2004) Classification of hyperspectral remote sensing images with support vector machines. IEEE Trans Geosci Remote Sens 42(8):1778\u20131790","journal-title":"IEEE Trans Geosci Remote Sens"},{"doi-asserted-by":"crossref","unstructured":"Nabney IT (1999) Efficient training of rbf networks for classification. In: Proceedings of 9th ICANN, vol 1, pp 210\u2013215","key":"439_CR10","DOI":"10.1049\/cp:19991110"},{"doi-asserted-by":"crossref","unstructured":"Scholkopf B, Smola A (2002) Learning with kernels\u2014support vector machines, regularization, optimization and beyond. MIT Press Series, USA","key":"439_CR11","DOI":"10.7551\/mitpress\/4175.001.0001"},{"doi-asserted-by":"crossref","unstructured":"Scholkopf B, Burges C, Smola A (1998) Advances in kernel methods: support vector machines. MIT Press, USA","key":"439_CR12","DOI":"10.7551\/mitpress\/1130.001.0001"},{"key":"439_CR13","doi-asserted-by":"crossref","first-page":"379","DOI":"10.1109\/78.875477","volume":"48","author":"DJ Sebald","year":"2000","unstructured":"Sebald DJ, Bucklew JA (2000) Support vector machine techniques for nonlinear equalization. IEEE Trans Signal Process 48:379\u2013423","journal-title":"IEEE Trans Signal Process"},{"doi-asserted-by":"crossref","unstructured":"Shawe-Taylor J, Cristianini N (2004) Kernel methods for pattern analysis. Cambridge University Press, Cambridge","key":"439_CR14","DOI":"10.1017\/CBO9780511809682"},{"unstructured":"Tipping ME (2000) The relevance vector machine. In: Solla SA, Leen TK, M\u00fcller K-R (eds) Advances in neural information processing systems, vol 12. MIT Press, USA, pp 652\u2013658","key":"439_CR15"},{"key":"439_CR16","first-page":"211","volume":"1","author":"ME Tipping","year":"2001","unstructured":"Tipping ME (2001) Sparse bayesian learning and the relevance vector machine. J Mach Learning Res 1:211\u2013244","journal-title":"J Mach Learning Res"},{"unstructured":"Tzotsos A (2006) A support vector machine approach for object based image analysis. In: Proceedings of international conference on object-based image analysis (OBIA06)","key":"439_CR17"},{"key":"439_CR18","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-2440-0","volume-title":"The nature of statistical learning theory","author":"V Vapnik","year":"1995","unstructured":"Vapnik V (1995) The nature of statistical learning theory. Springer, New York"},{"issue":"4","key":"439_CR19","doi-asserted-by":"crossref","first-page":"311","DOI":"10.1007\/s007990050026","volume":"1","author":"JZ Wang","year":"1998","unstructured":"Wang JZ, Wiederhold G, Firschein O, Wei SX (1998) Content-based image indexing and searching using daubechies wavelets. Int J Digital Libr 1(4):311\u2013328","journal-title":"Int J Digital Libr"},{"issue":"9","key":"439_CR20","doi-asserted-by":"crossref","first-page":"947","DOI":"10.1109\/34.955109","volume":"23","author":"JZ Wang","year":"2001","unstructured":"Wang JZ, Li J, Wiederhold G (2001) Simplicity: semantics-sensitive integrated matching for picture libraries. IEEE Trans Pattern Anal Mach Intell 23(9):947\u2013963","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"10","key":"439_CR21","doi-asserted-by":"crossref","first-page":"1278","DOI":"10.1109\/TMI.2005.855435","volume":"24","author":"L Wei","year":"2005","unstructured":"Wei L, Yang Y, Nishikawa R, Wernick M, Edwards A (2005) Rvm for automatic detection of clustered microcalcifications. IEEE Trans Med Imaging 24(10):1278\u20131285","journal-title":"IEEE Trans Med Imaging"},{"issue":"8","key":"439_CR22","doi-asserted-by":"crossref","first-page":"1292","DOI":"10.1109\/TPAMI.2005.167","volume":"27","author":"O Williams","year":"2005","unstructured":"Williams O, Blake A, Cipolla R (2005) Sparse bayesian learning for efficient visual tracking. IEEE Trans Pattern Anal Mach Intell 27(8):1292\u20131304","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"issue":"1","key":"439_CR23","doi-asserted-by":"crossref","first-page":"34","DOI":"10.1109\/TSMCB.2003.811113","volume":"34","author":"L Zhang","year":"2004","unstructured":"Zhang L, Zhou W, Jiao L (2004) Wavelet support vector machine. IEEE Trans Syst Man Cybern 34(1):34\u201339","journal-title":"IEEE Trans Syst Man Cybern"}],"container-title":["Soft Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-009-0439-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00500-009-0439-8\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-009-0439-8","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,9]],"date-time":"2025-02-09T21:19:56Z","timestamp":1739135996000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00500-009-0439-8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009,6,3]]},"references-count":23,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2010,1]]}},"alternative-id":["439"],"URL":"https:\/\/doi.org\/10.1007\/s00500-009-0439-8","relation":{},"ISSN":["1432-7643","1433-7479"],"issn-type":[{"type":"print","value":"1432-7643"},{"type":"electronic","value":"1433-7479"}],"subject":[],"published":{"date-parts":[[2009,6,3]]}}}