{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,22]],"date-time":"2025-11-22T10:59:35Z","timestamp":1763809175669,"version":"3.40.4"},"publisher-location":"Berlin, Heidelberg","reference-count":28,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642353796"},{"type":"electronic","value":"9783642353802"}],"license":[{"start":{"date-parts":[[2012,1,1]],"date-time":"2012-01-01T00:00:00Z","timestamp":1325376000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2012,1,1]],"date-time":"2012-01-01T00:00:00Z","timestamp":1325376000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012]]},"DOI":"10.1007\/978-3-642-35380-2_67","type":"book-chapter","created":{"date-parts":[[2012,12,15]],"date-time":"2012-12-15T00:00:04Z","timestamp":1355529604000},"page":"577-584","source":"Crossref","is-referenced-by-count":5,"title":["Particle Swarm Optimization Trained Auto Associative Neural Networks Used as Single Class Classifier"],"prefix":"10.1007","author":[{"given":"Vadlamani","family":"Ravi","sequence":"first","affiliation":[]},{"given":"Naveen","family":"Nekuri","sequence":"additional","affiliation":[]},{"given":"Manideepto","family":"Das","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"issue":"4","key":"67_CR1","first-page":"363","volume":"3","author":"C. Pramod","year":"2007","unstructured":"Pramod, C., Ravi, V.: Modified Great Deluge Algorithm based Auto-Associative Neural Network for bankruptcy Prediction. International Journal of Computational Intelligence Research\u00a03(4), 363\u2013370 (2007)","journal-title":"International Journal of Computational Intelligence Research"},{"unstructured":"Baek, J., Cho, S.: Bankruptcy Prediction for credit Risk Using an Auto-Associative Neural Network in Korean Firms. In: The Proceedings of the CIFEr, Hong Kong (2003)","key":"67_CR2"},{"key":"67_CR3","doi-asserted-by":"publisher","first-page":"589","DOI":"10.1111\/j.1540-6261.1968.tb00843.x","volume":"23","author":"E. Altman","year":"1968","unstructured":"Altman, E.: Financial Ratios, Discriminant Analysis and the Prediction of Corporate Bankruptcy. Journal of Finance\u00a023, 589\u2013609 (1968)","journal-title":"Journal of Finance"},{"key":"67_CR4","doi-asserted-by":"publisher","first-page":"545","DOI":"10.1016\/0167-9236(94)90024-8","volume":"11","author":"R.L. Wilson","year":"1994","unstructured":"Wilson, R.L., Sharda, R.: Bankruptcy prediction using neural networks. Decision Support Systems\u00a011, 545\u2013557 (1994)","journal-title":"Decision Support Systems"},{"doi-asserted-by":"crossref","unstructured":"Cole, R., Gunther, J.: A CAMEL Rating\u2019s Shelf Life. Federal Reserve Bank of Dallas Review, 13\u201320 (December 1995)","key":"67_CR5","DOI":"10.2139\/ssrn.1293504"},{"key":"67_CR6","doi-asserted-by":"publisher","first-page":"69","DOI":"10.1111\/j.1540-6288.1976.tb00938.x","volume":"11","author":"D. Fraser","year":"1976","unstructured":"Fraser, D.: The Determinants of Bank Profits: An Analysis of Extremes. Financial Review\u00a011, 69\u201387 (1976)","journal-title":"Financial Review"},{"key":"67_CR7","doi-asserted-by":"publisher","first-page":"573","DOI":"10.1111\/j.1468-5957.1987.tb00113.x","volume":"14","author":"G.V. Karels","year":"1987","unstructured":"Karels, G.V., Prakash, A.J.: Multivariate normality and forecasting for business bankruptcy. Journal of Business Finance & Accounting\u00a014, 573\u2013593 (1987)","journal-title":"Journal of Business Finance & Accounting"},{"doi-asserted-by":"crossref","unstructured":"Odom, M., Sharda, R.: A Neural Network for Bankruptcy Prediction. In: Proceedings of the IJCNN International Conference on Neural Networks, San Diego, CA (1990)","key":"67_CR8","DOI":"10.1109\/IJCNN.1990.137710"},{"key":"67_CR9","doi-asserted-by":"publisher","first-page":"109","DOI":"10.2307\/2490395","volume":"18","author":"J.A. Ohlson","year":"1980","unstructured":"Ohlson, J.A.: Financial Rations and the Probabilistic Prediction of Bankruptcy. Journal of Accounting Research\u00a018, 109\u2013131 (1980)","journal-title":"Journal of Accounting Research"},{"key":"67_CR10","doi-asserted-by":"publisher","first-page":"429","DOI":"10.1016\/0305-0483(91)90060-7","volume":"19","author":"K.Y. Tam","year":"1991","unstructured":"Tam, K.Y.: Neural Network Models and the Prediction of Bank Bankruptcy. OMEGA\u00a019, 429\u2013445 (1991)","journal-title":"OMEGA"},{"key":"67_CR11","doi-asserted-by":"publisher","first-page":"899","DOI":"10.1111\/j.1540-5915.1992.tb00425.x","volume":"23","author":"L. Salchenberger","year":"1992","unstructured":"Salchenberger, L., Mine, C., Lash, N.: Neural Networks: A Tool for Predicting Thrift Failures. Decision Sciences\u00a023, 899\u2013916 (1992)","journal-title":"Decision Sciences"},{"key":"67_CR12","first-page":"926","volume":"23","author":"K.Y. Tam","year":"1992","unstructured":"Tam, K.Y., Kiang, M.: Predicting Bank Failures: A Neural Network Approach. Decision Sciences\u00a023, 926\u2013947 (1992)","journal-title":"Decision Sciences"},{"key":"67_CR13","doi-asserted-by":"publisher","first-page":"929","DOI":"10.1109\/72.935101","volume":"12","author":"A.F. Atiya","year":"2001","unstructured":"Atiya, A.F.: Bankruptcy prediction for credit risk using neural networks: A survey and new results. The IEEE Transactions on Neural Networks\u00a012, 929\u2013935 (2001)","journal-title":"The IEEE Transactions on Neural Networks"},{"doi-asserted-by":"crossref","unstructured":"Shin, K.S., Lee, T.S., Kim, H.J.: An application of support vector machines in bankruptcy prediction model. Expert Systems with Applications\u00a0(28), 127\u2013135 (2005)","key":"67_CR14","DOI":"10.1016\/j.eswa.2004.08.009"},{"key":"67_CR15","doi-asserted-by":"publisher","first-page":"528","DOI":"10.1016\/j.ejor.2004.03.023","volume":"166","author":"S. Canbas","year":"2005","unstructured":"Canbas, S., Caubak, Kilic, S.B.: Prediction of commercial bank failure via multivariate statistical analysis of financial structures: The Turkish case. European Journal of Operational Research\u00a0166, 528\u2013546 (2005)","journal-title":"European Journal of Operational Research"},{"unstructured":"Ravikumar, P., Ravi, V.: Bankruptcy prediction in banks by Fuzzy Rule based classifier. In: The Proceedings of 1st IEEE International Conference on Digital and Information Management, Bangalore (2006)","key":"67_CR16"},{"doi-asserted-by":"crossref","unstructured":"Ravi, V., Ravi Kumar, P., Ravi Srinivas, E., Kasabov, N.K.: A Semi-Online training algorithm for the Radial Basis Function Neural Networks: Applications to Bankruptcy Prediction in Banks. In: Ravi, V. (ed.) Advances in Banking Technology and Management: Impact of ICT and CRM. Idea Group Inc., USA (2007)","key":"67_CR17","DOI":"10.4018\/978-1-59904-675-4.ch015"},{"doi-asserted-by":"crossref","unstructured":"Ravikumar, P., Ravi, V.: Bankruptcy prediction in Banks by an Ensemble classifier. In: The Proceedings of IEEE International Conference on Industrial Technology, Mumbai (2006)","key":"67_CR18","DOI":"10.1109\/ICIT.2006.372529"},{"doi-asserted-by":"crossref","unstructured":"Ravi Kumar, P., Ravi, V.: Bankruptcy prediction in banks and firms via statistical and intelligent techniques - A Review. Eur. J. Oper. Res. (2006), doi:10.1016\/j.ejor.2006.08.043","key":"67_CR19","DOI":"10.1016\/j.ejor.2006.08.043"},{"doi-asserted-by":"crossref","unstructured":"Ravi, V., Kurniawan, H., Thai, P.N.K., Ravikumar, P.: Soft Computing System for Bank Performance prediction. Accepted in Applied Soft Computing Journal (2007)","key":"67_CR20","DOI":"10.1016\/j.asoc.2007.02.001"},{"key":"67_CR21","series-title":"CCIS","doi-asserted-by":"publisher","first-page":"249","DOI":"10.1007\/978-3-642-19542-6_40","volume-title":"Computer Networks and Information Technologies","author":"M.A.H. Farquad","year":"2011","unstructured":"Farquad, M.A.H., Ravi, V., Sriramjee, Praveen, G.: Credit Scoring Using PCA-SVM Hybrid Model. In: Das, V.V., Stephen, J., Chaba, Y. (eds.) CNC 2011. CCIS, vol.\u00a0142, pp. 249\u2013253. Springer, Heidelberg (2011)"},{"doi-asserted-by":"crossref","unstructured":"Kennedy, J., Eberhart, R.C.: Particle Swarm Optimization. In: Proceeding of IEEE International Conference on Neural Networks, Piscataway, NJ, USA, pp. 1942\u20131948 (1995)","key":"67_CR22","DOI":"10.1109\/ICNN.1995.488968"},{"key":"67_CR23","doi-asserted-by":"publisher","first-page":"317","DOI":"10.1023\/A:1008668718837","volume":"10","author":"I. Olmeda","year":"1997","unstructured":"Olmeda, I., Fernandez, E.: Hybrid classifiers for financial multicriteria decision making: The case of bankruptcy prediction. Comp. Economics\u00a010, 317\u2013335 (1997)","journal-title":"Comp. Economics"},{"key":"67_CR24","doi-asserted-by":"publisher","first-page":"528","DOI":"10.1016\/j.ejor.2004.03.023","volume":"166","author":"S. Canbas","year":"2005","unstructured":"Canbas, S., Caubak, B., Kilic, S.B.: Prediction of commercial bank failure via multivariate statistical analysis of financial structures: The Turkish case. European Journal of Operational Research\u00a0166, 528\u2013546 (2005)","journal-title":"European Journal of Operational Research"},{"key":"67_CR25","doi-asserted-by":"publisher","first-page":"561","DOI":"10.1016\/S0305-0483(01)00045-7","volume":"29","author":"M.J. Beynon","year":"2001","unstructured":"Beynon, M.J., Peel, M.J.: Variable Precision Refought Set Theory and Data Discretisation: An Application to Corporate Failure Prediction. Omega\u00a029, 561\u2013576 (2001)","journal-title":"Omega"},{"key":"67_CR26","volume-title":"Neural Networks in Finance and Investing","author":"E. Rahimian","year":"1996","unstructured":"Rahimian, E., Singh, S., Thammachote, T., Virmani, R.: Bankruptcy prediction by neural network. In: Trippi, R.R., Turban, E. (eds.) Neural Networks in Finance and Investing, Burr Ridge, Irwin Professional Publishing, USA (1996)"},{"key":"67_CR27","doi-asserted-by":"publisher","DOI":"10.1137\/1.9780898718317","volume-title":"Credit scoring and its applications","author":"L.C. Thomas","year":"2002","unstructured":"Thomas, L.C., Edelman, D.B., Crook, J.N.: Credit scoring and its applications. SIAM, Philadelphia (2002)"},{"key":"67_CR28","volume-title":"UCI machine learning repository","author":"A. Asuncion","year":"2007","unstructured":"Asuncion, A., Newman, D.J.: UCI machine learning repository. University of California, School of Information and Computer Science, Irvine, CA (2007)"}],"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\/978-3-642-35380-2_67","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,23]],"date-time":"2025-04-23T18:45:48Z","timestamp":1745433948000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-642-35380-2_67"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642353796","9783642353802"],"references-count":28,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-35380-2_67","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2012]]}}}