{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T21:32:27Z","timestamp":1743024747660,"version":"3.40.3"},"publisher-location":"Cham","reference-count":17,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319202938"},{"type":"electronic","value":"9783319202945"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015]]},"DOI":"10.1007\/978-3-319-20294-5_45","type":"book-chapter","created":{"date-parts":[[2015,7,15]],"date-time":"2015-07-15T13:54:03Z","timestamp":1436968443000},"page":"514-522","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Application of Support Vector Machine Classifier for Computer Aided Diagnosis of Brain Tumor from MRI"],"prefix":"10.1007","author":[{"given":"V.","family":"Amsaveni","sequence":"first","affiliation":[]},{"given":"N.","family":"Albert Singh","sequence":"additional","affiliation":[]},{"given":"J.","family":"Dheeba","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2015,7,16]]},"reference":[{"key":"45_CR1","doi-asserted-by":"publisher","first-page":"2454","DOI":"10.1007\/s003300101079","volume":"11","author":"A Malich","year":"2001","unstructured":"Malich, A., Marx, C., Facius, M., et al.: Tumor detection rate of a new commercially available computer-aided detection system. Eur. Radiol. 11, 2454\u20132459 (2001)","journal-title":"Eur. Radiol."},{"key":"45_CR2","doi-asserted-by":"publisher","first-page":"123","DOI":"10.3171\/jns.1990.72.3.0433","volume":"72","author":"X Hu","year":"1990","unstructured":"Hu, X., Tan, K.K., Levin, N.: Three-dimensional magnetic resonance images of the brain, application to neurosurgical planning. J. Neurosurg. 72, 123\u2013134 (1990)","journal-title":"J. Neurosurg."},{"issue":"1","key":"45_CR3","first-page":"147","volume":"2","author":"T Logeswari","year":"2010","unstructured":"Logeswari, T., Karnan, M.: An improved implementation of brain tumor detection based on soft computing. J. Canc. Res. Expe. Ontology. Med. Imag. 2(1), 147\u2013151 (2010)","journal-title":"J. Canc. Res. Expe. Ontology. Med. Imag."},{"key":"45_CR4","unstructured":"Lin, P., Yang, Y., Zheng, C-X., Gu, J-W.:An efficient automatic framework for segmentation of MRI brain image. In: Proceedings of the Fourth IEEE International Conference on Computer and Information Technology(CIT 2004), pp. 237\u2013241 (2004)"},{"issue":"5","key":"45_CR5","doi-asserted-by":"publisher","first-page":"189","DOI":"10.7763\/IJET.2011.V3.280","volume":"3","author":"A Raj","year":"2011","unstructured":"Raj, A., Alankrita, A.S., Bhateja, V.: Computer aided detection of brain tumor in magnetic resonance images. Int. J. Eng. Technol. 3(5), 189\u2013192 (2011)","journal-title":"Int. J. Eng. Technol."},{"issue":"1","key":"45_CR6","doi-asserted-by":"publisher","first-page":"55","DOI":"10.1109\/42.552055","volume":"16","author":"Y Zhu*","year":"1997","unstructured":"Zhu*, Y., Yan, H.: Computerized tumor boundary detection using a hopfield neural network. IEEE Trans. Med. Imaging 16(1), 55\u201367 (1997)","journal-title":"IEEE Trans. Med. Imaging"},{"issue":"16","key":"45_CR7","first-page":"21","volume":"58","author":"P Sharma","year":"2012","unstructured":"Sharma, P., Diwakar, M., Choudhary, S.: Application of edge detection for brain tumor detection. Int. J. Comput. Appl. 58(16), 21\u201327 (2012)","journal-title":"Int. J. Comput. Appl."},{"issue":"4","key":"45_CR8","first-page":"26","volume":"77","author":"N Tirpude","year":"2013","unstructured":"Tirpude, N., Welekar, R.: Automated detection and extraction of brain tumor from MRI images. Int. J. Comput. Appl. 77(4), 26\u201330 (2013)","journal-title":"Int. J. Comput. Appl."},{"key":"45_CR9","doi-asserted-by":"crossref","unstructured":"Dheeba. J., Tamil Selvi, S.: Classification of malignant and benign microcalcification using SVM classifier. In: Proceedings of IEEE Conference, ICETECT 2011, pp:686\u2013690 (2011)","DOI":"10.1109\/ICETECT.2011.5760205"},{"key":"45_CR10","unstructured":"Amsaveni, V., Albert Singh, N., Ajan Babu, V.: Back propagation neural network based brain tumor detection. In: Proceedings of International Conference on Modeling Optimization and Computing (2014)"},{"key":"45_CR11","unstructured":"Raad, V.: Design of Gabor wavelets for analysis of texture features in cervical imaging. In: Proceedings of IEEE 25th Annual International Conference, vol. 1, p. 806, Sep. 17\u201321 (2003)"},{"issue":"3","key":"45_CR12","doi-asserted-by":"publisher","first-page":"179","DOI":"10.1016\/j.clinimag.2004.08.002","volume":"29","author":"YL Huang","year":"2005","unstructured":"Huang, Y.L., Chen, D.R.: Support vector machines in sonography: application to decision making in the diagnosis of breast cancer. J. Clin. Imag. 29(3), 179\u2013184 (2005)","journal-title":"J. Clin. Imag."},{"key":"45_CR13","volume-title":"Introduction to Neural Networks using MATLAB 6.0","author":"SN Sivanandam","year":"2006","unstructured":"Sivanandam, S.N., Deepa, S.N.: Introduction to Neural Networks using MATLAB 6.0. Tata McGraw-Hill Publishing Company Limited, Noida (2006). ISBN 0-07-059112-1"},{"issue":"4","key":"45_CR14","doi-asserted-by":"publisher","first-page":"725","DOI":"10.1080\/01431160110040323","volume":"23","author":"C Huang","year":"2002","unstructured":"Huang, C., Davis, L.S., Townshed, J.R.G.: An assessment of support vector machines for land cover classification. Int. J. Remote Sens. 23(4), 725\u2013749 (2002)","journal-title":"Int. J. Remote Sens."},{"key":"45_CR15","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1148\/radiol.2291010898","volume":"229","author":"Nancy A Obuchowski","year":"2003","unstructured":"Obuchowski, Nancy A.: Receiver operating characteristics curves and their use in radiology. Radiology 229, 3\u20138 (2003)","journal-title":"Radiology"},{"key":"45_CR16","doi-asserted-by":"publisher","first-page":"16","DOI":"10.1016\/j.swevo.2013.02.001","volume":"11","author":"S Agrawal","year":"2013","unstructured":"Agrawal, S., Panda, R., Bhuyan, S., Panigrahi, B.K.: Tsallis entropy based optimal multilevel thresholding using cuckoo search algorithm. Swarm Evol. Comput. 11, 16\u201330 (2013)","journal-title":"Swarm Evol. Comput."},{"issue":"6","key":"45_CR17","doi-asserted-by":"publisher","first-page":"1381","DOI":"10.1007\/s00521-013-1341-y","volume":"24","author":"Ch Sudheer","year":"2014","unstructured":"Sudheer, Ch., Maheswaran, R., Panigrahi, B.K., Mathur, S.: A hybrid SVM-PSO model for forecasting monthly streamflow. Neural Comput. Appl. 24(6), 1381\u20131389 (2014)","journal-title":"Neural Comput. Appl."}],"container-title":["Lecture Notes in Computer Science","Swarm, Evolutionary, and Memetic Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-20294-5_45","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,2,16]],"date-time":"2023-02-16T21:51:45Z","timestamp":1676584305000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-20294-5_45"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319202938","9783319202945"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-20294-5_45","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2015]]},"assertion":[{"value":"16 July 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}