{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,6]],"date-time":"2025-10-06T06:09:09Z","timestamp":1759730949505},"reference-count":23,"publisher":"International Academy Publishing (IAP)","issue":"10","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JCP"],"DOI":"10.4304\/jcp.8.10.2632-2639","type":"journal-article","created":{"date-parts":[[2013,9,28]],"date-time":"2013-09-28T04:03:18Z","timestamp":1380340998000},"source":"Crossref","is-referenced-by-count":35,"title":["K-SVM: An Effective SVM Algorithm Based on K-means Clustering"],"prefix":"10.17706","volume":"8","author":[{"given":"Yukai","family":"Yao","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yang","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yongqing","family":"Yu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hong","family":"Xu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Weiming","family":"Lv","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhao","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaoyun","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"7163","published-online":{"date-parts":[[2013,10,1]]},"reference":[{"key":"ref1","volume-title":"Statistical Learning Theory","author":"Vapnik","year":"1998","unstructured":"[1] V.Vapnik, Statistical Learning Theory, Wiley, New York, 1998."},{"issue":"no. 3","key":"ref2","first-page":"673","article-title":"Paramrter Optimization and Application of Support Vector Machine Based in Parallel Artificial Fish Swarm Algorithm","volume":"8","author":"Bai","year":"2013","unstructured":"[2] Jing Bai, Lihong Yang, Xueying Zhang, \"Paramrter Optimization and Application of Support Vector Machine Based in Parallel Artificial Fish Swarm Algorithm\", Journal of Software, pp. 673-679, vol. 8, no. 3, 2013.","journal-title":"J Softw","ISSN":"http:\/\/id.crossref.org\/issn\/1000-9825","issn-type":"print"},{"issue":"no. 1","key":"ref3","first-page":"39","article-title":"A New KSVM + KFD Model for Improved Classification and Face Recognition","volume":"6","author":"Ksantini","year":"2011","unstructured":"[3] Riadh Ksantini, Boubakeur Seddik Boufama, Imran Shafiq Ahmad, \"A New KSVM + KFD Model for Improved Classification and Face Recognition\", Journal of Multimedia, pp. 39-47, vol. 6, no. 1, 2011.","journal-title":"Journal of Multimedia"},{"key":"ref4","first-page":"196","volume-title":"Stan Z Li \"Face Recognition by Support Vector Machines","author":"Guo","year":"2000","unstructured":"[4] Guodong Guo, Stan Z.Li, \"Face Recognition by Support Vector Machines\", Automatic Face and Gesture Recognition, pp.196-201, 2000."},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2007.895311"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1023\/A:1018628609742"},{"key":"ref7","volume-title":"Platt","author":"John","year":"1998","unstructured":"[8] John C.Platt, \"Fast Training of Support Vector Machines Using Sequential Minimal Optimization\", 1998."},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.4304\/jcp.8.2.365-371"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994018"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1038\/nbt1206-1565"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1162\/0899766053491896"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2010.02.019"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/S0925-2312(01)00643-9"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1162\/089976600300014980"},{"key":"ref15","volume-title":"Learning With Kernels Support Vector Machines Regularization Optomization and Beyond","author":"Scholkopf","year":"2002","unstructured":"[16] B. Scholkopf and A.J. Smola, Learning With Kernels: Support Vector Machines, Regularization, Optomization, and Beyond, MIT Press, Cambridge, 2002."},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.4304\/jcp.6.2.271-279"},{"issue":"no.2","key":"ref17","first-page":"1","article-title":"New Fast K-Means Clustering Algorithm using Modified Centroid Selection Method","volume":"2","author":"Sujatha","year":"2013","unstructured":"[18] S.Sujatha, A.Shanthi Sona, \"New Fast K-Means Clustering Algorithm using Modified Centroid Selection Method\", International Journal of Engineering Research & Technology (IJERT), pp.1-9, vol.2, no.2, 2013.","journal-title":"International Journal of Engineering Research & Technology"},{"key":"ref18","first-page":"734","volume-title":"Luo Ting Yao Sheng Mo Kaikai Xu Tingting \"An improved clustering method based on k-means\" Fuzzy Systems and Knowledge Discovery","author":"Yujun","year":"2012","unstructured":"[19] Lin Yujun, Luo Ting Yao Sheng, Mo Kaikai, Xu Tingting, \"An improved clustering method based on k-means\", Fuzzy Systems and Knowledge Discovery(FSKD), pp. 734-737, 2012."},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s00466-001-0268-9"},{"key":"ref20","first-page":"585","volume-title":"Jason Weston","volume":"15","author":"Chapelle","year":"2003","unstructured":"[21] Olivier Chapelle, Jason Weston, \"Cluster Kernels for Semi-Supervised Learning\", Advances in Neural Information Processing Systems 15, pp. 585-592, 2003."},{"key":"ref21","first-page":"57","article-title":"Alexander Zien, \"Semi-Supervised Classification by Low Density Separation","volume-title":"10th Int l Workshop Artificial Intelligence and Statistics","author":"Chapelle","year":"2005","unstructured":"[22] Olivier Chapelle, Alexander Zien, \"Semi-Supervised Classification by Low Density Separation\", 10th Int'l Workshop Artificial Intelligence and Statistics, pp. 57-64, 2005."},{"key":"ref22","volume-title":"Pisani Robert Statistics","author":"David","year":"2007","unstructured":"[23] Freedman David, Pisani Robert, Statistics, Norton, New York, 2007."},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2007.891625"}],"container-title":["Journal of Computers"],"original-title":[],"deposited":{"date-parts":[[2015,9,15]],"date-time":"2015-09-15T15:12:25Z","timestamp":1442329945000},"score":1,"resource":{"primary":{"URL":"http:\/\/ojs.academypublisher.com\/index.php\/jcp\/article\/view\/9605"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,10,1]]},"references-count":23,"journal-issue":{"issue":"10","published-online":{"date-parts":[[2013,10,1]]}},"URL":"https:\/\/doi.org\/10.4304\/jcp.8.10.2632-2639","relation":{},"ISSN":["1796-203X"],"issn-type":[{"value":"1796-203X","type":"print"}],"subject":[],"published":{"date-parts":[[2013,10,1]]}}}