{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T14:27:29Z","timestamp":1775053649729,"version":"3.50.1"},"publisher-location":"Berlin, Heidelberg","reference-count":14,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783642121883","type":"print"},{"value":"9783642121890","type":"electronic"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010]]},"DOI":"10.1007\/978-3-642-12189-0_8","type":"book-chapter","created":{"date-parts":[[2010,3,31]],"date-time":"2010-03-31T22:11:05Z","timestamp":1270073465000},"page":"83-92","source":"Crossref","is-referenced-by-count":9,"title":["A New Expert System for Diabetes Disease Diagnosis Using Modified Spline Smooth Support Vector Machine"],"prefix":"10.1007","author":[{"given":"Santi Wulan","family":"Purnami","sequence":"first","affiliation":[]},{"given":"Jasni Mohamad","family":"Zain","sequence":"additional","affiliation":[]},{"given":"Abdullah","family":"Embong","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"8_CR1","unstructured":"Medical News Today, \n                    \n                      http:\/\/www.medicalnewstoday.com\/articles\/44967.php"},{"key":"8_CR2","first-page":"335","volume":"52","author":"C.M. Huang","year":"2007","unstructured":"Huang, C.M., Lee, Y.J., Lin, D.K.J., Huang, S.Y.: Model Selection for Support Vector Machines via Uniform Design. A Special issue on Machine Learning and Robust Data Mining of Computational Statistics and Data Analysis\u00a052, 335\u2013346 (2007)","journal-title":"A Special issue on Machine Learning and Robust Data Mining of Computational Statistics and Data Analysis"},{"key":"8_CR3","unstructured":"Hsu, C.W., Chang, C.C., Lin, C.J.: Practical Guide To Support Vector Classification. Department of Computer Science and Information Engineering National Taiwan University (2003), \n                    \n                      http:\/\/www.csie.ntu.edu.tw\/~cjlin\/papers\/guide\/guide.pdf"},{"key":"8_CR4","doi-asserted-by":"publisher","first-page":"82","DOI":"10.1016\/j.eswa.2007.06.004","volume":"35","author":"H. Kahramanli","year":"2008","unstructured":"Kahramanli, H., Allahverdi, N.: Design of A Hybrid System for The Diabetes and Heart Diseases. Expert Systems with Applications\u00a035, 82\u201389 (2008)","journal-title":"Expert Systems with Applications"},{"key":"8_CR5","first-page":"181","volume-title":"Proceedings of the International Conference on Artificial Neural Networks and Neural Information Processing","author":"K. Kayaer","year":"2003","unstructured":"Kayaer, K., Yildirim, T.: Medical Diagnosis on Pima Indian Diabetes using General Regression Neural Networks. In: Proceedings of the International Conference on Artificial Neural Networks and Neural Information Processing, June 26-29, pp. 181\u2013184. Springer, Istanbul (2003)"},{"key":"8_CR6","first-page":"2","volume":"30","author":"R. Kohavi","year":"1998","unstructured":"Kohavi, R., Provost, F.: Glossary of terms. Editorial for the Special Issue on Applications of Machine Learning and the Knowledge Discovery Process\u00a030, 2\u20133 (1998)","journal-title":"Editorial for the Special Issue on Applications of Machine Learning and the Knowledge Discovery Process"},{"key":"8_CR7","doi-asserted-by":"publisher","first-page":"5","DOI":"10.1023\/A:1011215321374","volume":"20","author":"Y.J. Lee","year":"2001","unstructured":"Lee, Y.J., Mangasarian, O.L.: A Smooth Support Vector Machine. J. Comput. Optimiz. Appli.\u00a020, 5\u201322 (2001)","journal-title":"J. Comput. Optimiz. Appli."},{"key":"8_CR8","first-page":"35","volume-title":"Advances in large Margin Classifiers","author":"O.L. Mangasarian","year":"2000","unstructured":"Mangasarian, O.L.: Generalized Support Vector Machines. In: Smola, A., Bartlett, P., Scholkopf, B., Schurrmans, D. (eds.) Advances in large Margin Classifiers, pp. 35\u2013146. MIT Press, Cambridge (2000)"},{"key":"8_CR9","unstructured":"Newman, D.J., Hettich, S., Blake, C.L.S., Merz, C.J.: UCI repository of machine learning database, Irvine, CA: University of California, Dept. of Information and Computer Science (1998), \n                    \n                      http:\/\/www.ics.uci.edu\/~mlearn\/~MLRepository.html"},{"key":"8_CR10","doi-asserted-by":"publisher","first-page":"702","DOI":"10.1016\/j.dsp.2006.09.005","volume":"17","author":"K. Polat","year":"2007","unstructured":"Polat, K., Gunes, S.: An Expert System Approach Based on Principal Component Analysis and Adaptive Neuro-Fuzzy Inference System to Diagnosis of Diabetes Disease. Digital Signal Processing\u00a017, 702\u2013710 (2007)","journal-title":"Digital Signal Processing"},{"key":"8_CR11","doi-asserted-by":"publisher","first-page":"214","DOI":"10.1016\/j.eswa.2006.09.001","volume":"34","author":"K. Polat","year":"2008","unstructured":"Polat, K., Gunes, S., Aslan, A.: Cascade Learning System for Classification of Diabetes Disease: Generalized Discriminant Analysis and Least Square Support Vector Machine. Expert System with Applications\u00a034, 214\u2013222 (2008)","journal-title":"Expert System with Applications"},{"key":"8_CR12","doi-asserted-by":"publisher","first-page":"8610","DOI":"10.1016\/j.eswa.2008.10.032","volume":"36","author":"H. Temurtas","year":"2009","unstructured":"Temurtas, H., et al.: A Comparative Study on Diabetes Disease Using Neural Networks. Expert System with Applications\u00a036, 8610\u20138615 (2009)","journal-title":"Expert System with Applications"},{"key":"8_CR13","doi-asserted-by":"crossref","first-page":"529","DOI":"10.3934\/jimo.2007.3.529","volume":"3","author":"Y. Yuan","year":"2007","unstructured":"Yuan, Y., Fan, W., Pu, D.: Spline Function Smooth Support Vector Machine for Classification. J. Ind. Manage. Optimiz.\u00a03, 529\u2013542 (2007)","journal-title":"J. Ind. Manage. Optimiz."},{"key":"8_CR14","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.: The Nature of Statistical Learning Theory, 2nd edn. Springer, New York (1995)","edition":"2"}],"container-title":["Lecture Notes in Computer Science","Computational Science and Its Applications \u2013 ICCSA 2010"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-12189-0_8.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,4,30]],"date-time":"2021-04-30T12:04:41Z","timestamp":1619784281000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-12189-0_8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"ISBN":["9783642121883","9783642121890"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-12189-0_8","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2010]]}}}