{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,21]],"date-time":"2025-04-21T07:10:08Z","timestamp":1745219408501,"version":"3.40.4"},"publisher-location":"Berlin, Heidelberg","reference-count":27,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642352355"},{"type":"electronic","value":"9783642352362"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012]]},"DOI":"10.1007\/978-3-642-35236-2_55","type":"book-chapter","created":{"date-parts":[[2012,11,20]],"date-time":"2012-11-20T06:36:35Z","timestamp":1353393395000},"page":"543-552","source":"Crossref","is-referenced-by-count":4,"title":["Adaptive SVM-Based Classification Systems Based on the Improved Endocrine-Based PSO Algorithm"],"prefix":"10.1007","author":[{"given":"Kuan-Cheng","family":"Lin","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sheng-Hwa","family":"Hsu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jason C.","family":"Hung","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"55_CR1","doi-asserted-by":"publisher","first-page":"203","DOI":"10.1016\/S0165-0114(03)00022-8","volume":"141","author":"N. Belacel","year":"2004","unstructured":"Belacel, N., Boulassel, M.R.: Multicriteria Fuzzy Classification Procedure Profit: Methodology and Medical Application. Fuzzy Sets and Systems\u00a0141, 203\u2013217 (2004)","journal-title":"Fuzzy Sets and Systems"},{"issue":"2","key":"55_CR2","doi-asserted-by":"publisher","first-page":"180","DOI":"10.1093\/bioinformatics\/17.2.180","volume":"17","author":"R. Stevens","year":"2001","unstructured":"Stevens, R., Goble, C., Baker, P., Brass, A.: A Classification of Tasks in Bioinformatics. Bioinformatics\u00a017(2), 180\u2013188 (2001)","journal-title":"Bioinformatics"},{"issue":"3","key":"55_CR3","doi-asserted-by":"publisher","first-page":"908","DOI":"10.1016\/j.asoc.2006.04.002","volume":"7","author":"V. Mitra","year":"2007","unstructured":"Mitra, V., Wang, C.J., Banerjee, S.: Text Classification: A Least Square Support Vector Machine Approach. Applied Soft Computing\u00a07(3), 908\u2013914 (2007)","journal-title":"Applied Soft Computing"},{"issue":"4","key":"55_CR4","doi-asserted-by":"publisher","first-page":"451","DOI":"10.1109\/5326.897072","volume":"30","author":"G.P. Zhang","year":"2000","unstructured":"Zhang, G.P.: Neural Networks for Classification: A Survey. IEEE Transactions on Systems, Man, and Cybernetics\u2014Part C: Applications and Reviews\u00a030(4), 451\u2013462 (2000)","journal-title":"IEEE Transactions on Systems, Man, and Cybernetics\u2014Part C: Applications and Reviews"},{"issue":"21","key":"55_CR5","doi-asserted-by":"publisher","first-page":"2062","DOI":"10.1049\/el:19981427","volume":"34","author":"W.-J. Hwang","year":"1998","unstructured":"Hwang, W.-J., Wen, K.-W.: Fast kNN classification algorithm based on partial distance search. Electronics Letters\u00a034(21), 2062\u20132063 (1998)","journal-title":"Electronics Letters"},{"key":"55_CR6","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1007\/BFb0026666","volume-title":"Machine Learning: ECML-98","author":"D.D. Lewis","year":"1998","unstructured":"Lewis, D.D.: Naive (Bayes) at Forty: The Independence Assumption in Information Retrieval. In: N\u00e9dellec, C., Rouveirol, C. (eds.) ECML 1998. LNCS, vol.\u00a01398, pp. 4\u201315. Springer, Heidelberg (1998)"},{"key":"55_CR7","unstructured":"Vapnik, V.N.: The Nature of Statistical Learning Theory. Springer, NY"},{"issue":"3","key":"55_CR8","first-page":"273","volume":"20","author":"V. Vapnik","year":"1995","unstructured":"Vapnik, V., Cortes, C.: Support-Vector Networks. Machine Learning\u00a020(3), 273\u2013297 (1995)","journal-title":"Machine Learning"},{"key":"55_CR9","doi-asserted-by":"crossref","unstructured":"Lee, Y.-J., Mangasarian, O.L.: RSVM: Reduced Support Vector Machines. Data Mining Institute, Computer Science Department, University of Wisconsin (2001)","DOI":"10.1137\/1.9781611972719.13"},{"issue":"5","key":"55_CR10","doi-asserted-by":"publisher","first-page":"1055","DOI":"10.1109\/72.788646","volume":"10","author":"O. Chapelle","year":"1999","unstructured":"Chapelle, O., Haffner, P., Vapnik, V.N.: Support Vector Machines for Histogram-Based Image Classification. IEEE Transactions on Neural Networks\u00a010(5), 1055\u20131064 (1999)","journal-title":"IEEE Transactions on Neural Networks"},{"issue":"11","key":"55_CR11","doi-asserted-by":"publisher","first-page":"3217","DOI":"10.1109\/78.875477","volume":"48","author":"D.J. Sebald","year":"2000","unstructured":"Sebald, D.J., Bucklew, J.A.: Support Vector Machine Techniques for Nonlinear Equalization. IEEE Transactions on Signal Processing\u00a048(11), 3217\u20133226 (2000)","journal-title":"IEEE Transactions on Signal Processing"},{"key":"55_CR12","doi-asserted-by":"publisher","first-page":"293","DOI":"10.1023\/A:1018628609742","volume":"9","author":"J.A.K. Suykens","year":"1999","unstructured":"Suykens, J.A.K., Vandewalle, J.: Least Squares Support Vector Machine Classifiers. Neural Processing Letters\u00a09, 293\u2013300 (1999)","journal-title":"Neural Processing Letters"},{"issue":"5","key":"55_CR13","doi-asserted-by":"publisher","first-page":"335","DOI":"10.1016\/0167-8655(89)90037-8","volume":"10","author":"F. Hussein","year":"1989","unstructured":"Hussein, F., Kharma, N., Ward, R.: Genetic Algorithm for Feature Selection and Weighting, a Review and Study. Pattern Recognition Letters\u00a010(5), 335\u2013347 (1989)","journal-title":"Pattern Recognition Letters"},{"key":"55_CR14","first-page":"111","volume":"33","author":"C.-J. Tu","year":"2007","unstructured":"Tu, C.-J., Chuang, L.-Y., Chang, J.-Y., Yang, C.-H.: Feature Selection using PSO-SVM. IAENG International Journal of Computer Science\u00a033, 111\u2013116 (2007)","journal-title":"IAENG International Journal of Computer Science"},{"key":"55_CR15","doi-asserted-by":"crossref","unstructured":"Lin, K.-C., Chien, H.-Y.: CSO-based Feature Selection and Parameter Optimization for Support Vector Machine. In: JCPC Joint Conferences on Pervasive Computing, pp. 783\u2013788 (2009)","DOI":"10.1109\/JCPC.2009.5420080"},{"key":"55_CR16","unstructured":"Staelin, C.: Parameter Selection for Support Vector Machines. HP Labortory (2003)"},{"key":"55_CR17","doi-asserted-by":"crossref","unstructured":"Liu, S., Jia, C.Y., Ma, H.: A New Weighted Support Vector Machine with GA-based Parameter Selection. In: Proceedings of the 4th International Conference on Machine Learning and Cybernetics, vol.\u00a07, pp. 4351\u20134355 (2005)","DOI":"10.1109\/ICMLC.2005.1527703"},{"issue":"2","key":"55_CR18","doi-asserted-by":"publisher","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.: A GA-based Feature Selection and Parameters Optimization for Support Vector Machines. Expert Systems with Application\u00a031(2), 231\u2013240 (2006)","journal-title":"Expert Systems with Application"},{"issue":"4","key":"55_CR19","doi-asserted-by":"publisher","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.: Particle Swarm Optimization for Parameter Determination and Feature Selection of Support Vector Machines. Expert Systems with Application\u00a035(4), 1817\u20131824 (2008)","journal-title":"Expert Systems with Application"},{"key":"55_CR20","doi-asserted-by":"crossref","unstructured":"Wang, L., Kang, Q., Wu, Q.-D.: Nature-inspired Computation - Effective Realization of Artificial Intelligence. Systems Engineering-Theory and Practice\u00a05(27) (2007)","DOI":"10.1016\/S1874-8651(08)60034-4"},{"issue":"6","key":"55_CR21","first-page":"126","volume":"24","author":"D.-B. Chen","year":"2007","unstructured":"Chen, D.-B., Zhao, C.-X.: Particle Swarm Optimization based on Endocrine Regulation Mechanism. Control Theory and Applications\u00a024(6), 126\u2013134 (2007)","journal-title":"Control Theory and Applications"},{"key":"55_CR22","unstructured":"Hsu, C.W., Chang, C.C., Lin, C.J.: A Practical Guide to Support Vector Classification (2003), http:\/\/www.csie.ntu.edu.tw\/~cjlin\/papers\/guide\/guide.pdf"},{"key":"55_CR23","unstructured":"Hettich, S., Blake, C.L., Merz, C.J.: UCI Repository of Machine Learning Databases. Department of Information and Computer Science, University of California, Irvine, CA (1998), http:\/\/www.ics.uci.edu\/~mlearn\/MLRepository.html"},{"key":"55_CR24","doi-asserted-by":"crossref","unstructured":"Sugano, S., Ogata, T.: Emergence of Mind in Robots for Human Interface-Research Methodology and Robot Model. In: The Proceedings of IEEE International Conference on Robotics and Automation, pp. 1191\u20131198 (1966)","DOI":"10.1109\/ROBOT.1996.506869"},{"key":"55_CR25","first-page":"197","volume":"27","author":"M. Neal","year":"2003","unstructured":"Neal, M., Timmis, J.: Timidity: A Useful Emotional Mechanism for robot control. Informatica\u00a027, 197\u2013204 (2003)","journal-title":"Informatica"},{"key":"55_CR26","doi-asserted-by":"crossref","unstructured":"Kennedy, J., Eberhart, R.: Particle Swarm Optimization. In: The Proceedings of IEEE International Conference on Neural Networks IV, pp. 1942\u20131948 (1955)","DOI":"10.1109\/ICNN.1995.488968"},{"key":"55_CR27","doi-asserted-by":"crossref","unstructured":"Chen, D.-B., Zou, F.: A Multi-Objective Endocrine PSO Algorithm. In: The Proceedings of 2009 1st International Conference on Information Science and Engineering, December 26-28 (2009)","DOI":"10.1109\/ICISE.2009.76"}],"container-title":["Lecture Notes in Computer Science","Active Media Technology"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-35236-2_55","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,21]],"date-time":"2025-04-21T06:37:57Z","timestamp":1745217477000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-35236-2_55"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642352355","9783642352362"],"references-count":27,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-35236-2_55","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2012]]}}}