{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T20:04:32Z","timestamp":1725566672434},"publisher-location":"Berlin, Heidelberg","reference-count":11,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642163876"},{"type":"electronic","value":"9783642163883"}],"license":[{"start":{"date-parts":[[2010,1,1]],"date-time":"2010-01-01T00:00:00Z","timestamp":1262304000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010]]},"DOI":"10.1007\/978-3-642-16388-3_15","type":"book-chapter","created":{"date-parts":[[2010,9,27]],"date-time":"2010-09-27T03:49:05Z","timestamp":1285559345000},"page":"137-145","source":"Crossref","is-referenced-by-count":1,"title":["Research of Spatial Data Interpolation Algorithm Based on SVR Optimization by GA"],"prefix":"10.1007","author":[{"given":"Wei","family":"Liu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dongmei","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ao","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"issue":"5","key":"15_CR1","first-page":"5","volume":"16","author":"Z. Huai-en","year":"2007","unstructured":"Huai-en, Z., Sheng-xiang, H.: Interpolation of spatial data Research based on Kriging method. Surveying and Mapping Engineering\u00a016(5), 5\u201313 (2007)","journal-title":"Surveying and Mapping Engineering"},{"issue":"3","key":"15_CR2","first-page":"260","volume":"15","author":"L. Xin","year":"2000","unstructured":"Xin, L., Guo-dong, C.: Comparison of Spatial Interpolation Methods. Earth Science\u00a015(3), 260\u2013265 (2000)","journal-title":"Earth Science"},{"key":"15_CR3","doi-asserted-by":"publisher","first-page":"845","DOI":"10.1016\/j.envsoft.2003.03.004","volume":"19","author":"M. Kanevski","year":"2004","unstructured":"Kanevski, M., Parkin, R.: Environmental data mining and modeling based on machine learning algorithms and geostatistics. Environmental Modeling & Software\u00a019, 845\u2013855 (2004)","journal-title":"Environmental Modeling & Software"},{"key":"15_CR4","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-2440-0","volume-title":"The nature of statistical learning theory","author":"V.N. Vapnik","year":"1995","unstructured":"Vapnik, V.N.: The nature of statistical learning theory. Springer, NewYork (1995)"},{"issue":"1","key":"15_CR5","first-page":"32","volume":"26","author":"Z. Xue-gong","year":"2000","unstructured":"Xue-gong, Z.: On statistical learning theory and support vector machine. Acta Automatica Sinica\u00a026(1), 32\u201342 (2000)","journal-title":"Acta Automatica Sinica"},{"key":"15_CR6","first-page":"38","volume":"22","author":"D. Hong-liang","year":"2008","unstructured":"Hong-liang, D.: AGA parameter optimization of the SVR model and its prediction of the economic system. Statistics and Decision\u00a022, 38\u201340 (2008)","journal-title":"Statistics and Decision"},{"issue":"1","key":"15_CR7","first-page":"606","volume":"4","author":"M. Kanevski","year":"2002","unstructured":"Kanevski, M., Pozdnoukhov, A., Canu, S., Maignan, M.: Advanced Spatial Data Analysis and Modelling with Support Vector Machines[J]. International Journal of Fuzzy Systems\u00a04(1), 606\u2013616 (2002)","journal-title":"International Journal of Fuzzy Systems"},{"key":"15_CR8","unstructured":"Ding-zhou, C.: GA-SVR-based exchange rate forecasting model and analysis, National Chi Nan University, a master\u2019s degree thesis (2006)"},{"key":"15_CR9","doi-asserted-by":"publisher","first-page":"510","DOI":"10.1007\/978-3-540-92137-0_56","volume-title":"Advances in Computation and Intelligence","author":"J. Li","year":"2008","unstructured":"Li, J., Cai, Z.: A Novel Automatic Parameters Optimization Approach Based on Differential Evolution for Support Vector Regression. In: Advances in Computation and Intelligence, pp. 510\u2013519. Springer, Heidelberg (2008)"},{"key":"15_CR10","first-page":"7","volume":"2","author":"L. Zhao","year":"2010","unstructured":"Zhao, L., Hui, G.: Digital Image Processing Based on Genetic Algorithm. China New Technology and New Products\u00a02, 7\u20138 (2010)","journal-title":"China New Technology and New Products"},{"issue":"2","key":"15_CR11","first-page":"211","volume":"1","author":"A. Pozdnoukhov","year":"2005","unstructured":"Pozdnoukhov, A.: Support Vector Regression For Automated Robust Spatial Mapping Of Natural Radioactivity. Applied Gis 2005\u00a01(2), 211\u20132110 (2005)","journal-title":"Applied Gis 2005"}],"container-title":["Communications in Computer and Information Science","Computational Intelligence and Intelligent Systems"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-16388-3_15","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,3,21]],"date-time":"2019-03-21T02:10:51Z","timestamp":1553134251000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-16388-3_15"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"ISBN":["9783642163876","9783642163883"],"references-count":11,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-16388-3_15","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2010]]}}}