乐胖代购免代理版

{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,8,6]],"date-time":"2024-08-06T09:50:39Z","timestamp":1722937839224},"reference-count":15,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2011,5,3]],"date-time":"2011-05-03T00:00:00Z","timestamp":1304380800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Neural Comput & Applic"],"published-print":{"date-parts":[[2012,2]]},"DOI":"10.1007\/s00521-011-0603-9","type":"journal-article","created":{"date-parts":[[2011,5,2]],"date-time":"2011-05-02T03:57:59Z","timestamp":1304308679000},"page":"1-8","source":"Crossref","is-referenced-by-count":25,"title":["Parameter selection of support vector machines and genetic algorithm based on change area search"],"prefix":"10.1007","volume":"21","author":[{"given":"Mingyuan","family":"Zhao","sequence":"first","affiliation":[]},{"given":"Jian","family":"Ren","sequence":"additional","affiliation":[]},{"given":"Luping","family":"Ji","sequence":"additional","affiliation":[]},{"given":"Chong","family":"Fu","sequence":"additional","affiliation":[]},{"given":"Jianping","family":"Li","sequence":"additional","affiliation":[]},{"given":"Mingtian","family":"Zhou","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2011,5,3]]},"reference":[{"key":"603_CR1","unstructured":"Hsu C-W, Chang C-C, Lin C-J (2003) A practical guide to support vector classification. http:\/\/www.csie.ntu.edu.tw\/~cjlin\/papers\/guide\/guide.pdf"},{"issue":"7","key":"603_CR2","doi-asserted-by":"crossref","first-page":"1667","DOI":"10.1162\/089976603321891855","volume":"15","author":"SS Keerthi","year":"2003","unstructured":"Keerthi SS, Lin C-J (2003) Asymptotic behaviors of support vector machines with Gaussian kernel. Neural Comput 15(7):1667\u20131689","journal-title":"Neural Comput"},{"key":"603_CR3","doi-asserted-by":"crossref","unstructured":"Ding S, Liu X (2009) Evolutionary computing optimization for parameter determination and feature selection of support vector machines. In: Proceedings of the CISE 2009 on computational intelligence and software engineering, Wuhan, China, 1\u20135","DOI":"10.1109\/CISE.2009.5366095"},{"issue":"2","key":"603_CR4","doi-asserted-by":"crossref","first-page":"231","DOI":"10.1016\/j.eswa.2005.09.024","volume":"31","author":"C-L Huang","year":"2006","unstructured":"Huang C-L, Wang C-J (2006) A GA-based feature selection and parameters optimization for support vector machines. Expert Syst Appl 31(2):231\u2013240","journal-title":"Expert Syst Appl"},{"key":"603_CR5","doi-asserted-by":"crossref","first-page":"1817","DOI":"10.1016\/j.eswa.2007.08.088","volume":"35","author":"S-W Lin","year":"2008","unstructured":"Lin S-W, Ying K-C, Chen S-C, Lee Z-J (2008) Particle swarm optimization for parameter determination and feature selection of support vector machines. Expert Syst Appl 35:1817\u20131824","journal-title":"Expert Syst Appl"},{"issue":"8","key":"603_CR6","first-page":"1160","volume":"5","author":"Y Ren","year":"2010","unstructured":"Ren Y, Bai G (2010) Determination of optimal SVM parameters by using GA\/PSO. J Comput 5(8):1160\u20131168","journal-title":"J Comput"},{"key":"603_CR7","doi-asserted-by":"crossref","first-page":"516","DOI":"10.1016\/j.biosystems.2006.12.003","volume":"90","author":"H-L Huang","year":"2007","unstructured":"Huang H-L, Chang F-L (2007) ESVM: evolutionary support machine for automatic feature selection and classification of microarray data. Biosystems 90:516\u2013528","journal-title":"Biosystems"},{"key":"603_CR8","doi-asserted-by":"crossref","first-page":"693","DOI":"10.1007\/s00500-007-0251-2","volume":"12","author":"S Li","year":"2008","unstructured":"Li S, Wu X, Hu X (2008) Gene selection using genetic algorithm and support vectors machines. Soft Comput 12:693\u2013698","journal-title":"Soft Comput"},{"issue":"1","key":"603_CR9","doi-asserted-by":"crossref","first-page":"39","DOI":"10.1016\/j.biosystems.2009.12.006","volume":"100","author":"R Debnath","year":"2010","unstructured":"Debnath R, Kurita T (2010) An evolutionary approach for gene selection and classification of microarray data based on SVM error-bound theories. Biosystems 100(1):39\u201346","journal-title":"Biosystems"},{"key":"603_CR10","volume-title":"Statistical learning theory","author":"V Vapnik","year":"1998","unstructured":"Vapnik V (1998) Statistical learning theory. Wiley, New York"},{"key":"603_CR11","unstructured":"R\u00e4tsch G (1999) Benchmark data sets. http:\/\/ida.first.gmd.de\/~raetsch\/data\/benchmarks.htm"},{"key":"603_CR12","unstructured":"Murphy PM, Aha DW (1994) UCI repository of machine learning database. http:\/\/www.ics.uci.edu\/~mlearn\/MLRepository.html"},{"key":"603_CR13","unstructured":"Chang C-C, Lin C-J (2001) LIBSVM: a library for support vector machines. http:\/\/www.csie.ntu.edu.tw\/~cjlin\/libsvm"},{"key":"603_CR14","doi-asserted-by":"crossref","first-page":"131","DOI":"10.1023\/A:1012450327387","volume":"46","author":"O Chapelle","year":"2002","unstructured":"Chapelle O, Vapnik V, Bousquet O, Mukherjee S (2002) Choosing multiple parameters for support vector machines. Mach Learn 46:131\u2013158","journal-title":"Mach Learn"},{"issue":"5","key":"603_CR15","doi-asserted-by":"crossref","first-page":"1225","DOI":"10.1109\/TNN.2002.1031955","volume":"13","author":"SS Keerthi","year":"2002","unstructured":"Keerthi SS (2002) Efficient tuning or SVM hyperparameters using radius\/margin bound and iterative algorithm. IEEE Trans Neural Netw 13(5):1225\u20131229","journal-title":"IEEE Trans Neural Netw"}],"container-title":["Neural Computing and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-011-0603-9.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00521-011-0603-9\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00521-011-0603-9","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,10]],"date-time":"2019-06-10T08:27:57Z","timestamp":1560155277000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00521-011-0603-9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011,5,3]]},"references-count":15,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2012,2]]}},"alternative-id":["603"],"URL":"https:\/\/doi.org\/10.1007\/s00521-011-0603-9","relation":{},"ISSN":["0941-0643","1433-3058"],"issn-type":[{"value":"0941-0643","type":"print"},{"value":"1433-3058","type":"electronic"}],"subject":[],"published":{"date-parts":[[2011,5,3]]}}}