{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T06:39:38Z","timestamp":1725518378103},"publisher-location":"Berlin, Heidelberg","reference-count":18,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540681267"},{"type":"electronic","value":"9783540681274"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"DOI":"10.1007\/978-3-540-68127-4_52","type":"book-chapter","created":{"date-parts":[[2008,9,8]],"date-time":"2008-09-08T11:56:09Z","timestamp":1220874969000},"page":"507-512","source":"Crossref","is-referenced-by-count":0,"title":["The Role of Neural Networks in Biosignals Classification"],"prefix":"10.1007","author":[{"given":"Stelios","family":"Zimeras","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Anastasia","family":"Kastania","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"52_CR1","doi-asserted-by":"publisher","first-page":"131","DOI":"10.1016\/0893-6080(88)90015-9","volume":"1","author":"R. Hecht-Nielse","year":"1988","unstructured":"Hecht-Nielse, R.: Applications of counter propagation networks. Neural Networks\u00a01, 131\u2013139 (1988)","journal-title":"Neural Networks"},{"key":"52_CR2","first-page":"281","volume-title":"Proceedings of 5th Berkeley Symposium on Mathematical Statistics and Probability","author":"J.B. MacQueen","year":"1967","unstructured":"MacQueen, J.B.: Some Methods for classification and Analysis of Multivariate Observations. In: Proceedings of 5th Berkeley Symposium on Mathematical Statistics and Probability, vol.\u00a01, pp. 281\u2013297. University of California Press, Berkeley (1967)"},{"key":"52_CR3","unstructured":"Jardins, T.D.: Cardioopulmonary Anatomy Physiology, 4th edn. (2002)"},{"key":"52_CR4","volume-title":"The Biomedical Engineering Handbook","author":"D.J. Bronzino","year":"2000","unstructured":"Bronzino, D.J.: The Biomedical Engineering Handbook, 2nd edn. IEEE Press, Los Alamitos (2000)","edition":"2"},{"key":"52_CR5","volume-title":"Computer Systems for the processing of diagnostic electrocardiograms","author":"T.A. Pryor","year":"1980","unstructured":"Pryor, T.A., et al.: Computer Systems for the processing of diagnostic electrocardiograms. IEEE Computer Society Press, Los Alamitos (1980)"},{"key":"52_CR6","volume-title":"Neural Network: A comprehensive foundation","author":"S. Haykin","year":"1994","unstructured":"Haykin, S.: Neural Network: A comprehensive foundation. Macmillan College Publishing, Basingstoke (1994)"},{"issue":"10","key":"52_CR7","doi-asserted-by":"publisher","first-page":"824","DOI":"10.1049\/el:19910517","volume":"27","author":"R.M. Dillon","year":"1991","unstructured":"Dillon, R.M., Manikopoulos, C.N.: Neural Nets non-linear prediction for speech data. IEE Electronic Letters\u00a027(10), 824\u2013826 (1991)","journal-title":"IEE Electronic Letters"},{"key":"52_CR8","doi-asserted-by":"crossref","unstructured":"Carpenter, G.A., et al.: Fuzzy ARTMAP: An adaptive resonance architecture for incremental learning of analog maps. In: International Joint Conference on Neural Network (1992)","DOI":"10.1109\/IJCNN.1992.227156"},{"key":"52_CR9","volume-title":"Fundamentals of Neural Networks","author":"L. Fauseatt","year":"1994","unstructured":"Fauseatt, L.: Fundamentals of Neural Networks. Prentice Hall, New Jersey (1994)"},{"key":"52_CR10","unstructured":"Brotherton, T., Johnson, T.: Anomaly detection for advance military aircraft using neural networks. In: Proceedings of the 2001 IEEE Aerospace Conference, Big Sky Montana (2001)"},{"key":"52_CR11","volume-title":"Detection of Abrupt Changes: Theory and Applications","author":"M. Basseville","year":"1993","unstructured":"Basseville, M., Nikiforov, I.V.: Detection of Abrupt Changes: Theory and Applications. Prentice-Hall, Inc., Simon & Schuster Company, Englewood Cliff (1993)"},{"key":"52_CR12","volume-title":"Adaptive Filtering and Change Detection","author":"F. Gustafsson","year":"2000","unstructured":"Gustafsson, F.: Adaptive Filtering and Change Detection. John Wiley & Sons Inc., Chichester (2000)"},{"issue":"12","key":"52_CR13","doi-asserted-by":"publisher","first-page":"2481","DOI":"10.1016\/j.sigpro.2003.07.018","volume":"83","author":"M. Markou","year":"2003","unstructured":"Markou, M., Singh, S.: Novelty detection: A review - part 1: Statistical approaches. Signal Processing\u00a083(12), 2481\u20132497 (2003)","journal-title":"Signal Processing"},{"issue":"12","key":"52_CR14","doi-asserted-by":"publisher","first-page":"2499","DOI":"10.1016\/j.sigpro.2003.07.019","volume":"83","author":"M. Markou","year":"2003","unstructured":"Markou, M., Singh, S.: Novelty detection: A review - part 2: Neural network based approaches. Signal Processing\u00a083(12), 2499\u20132521 (2003)","journal-title":"Signal Processing"},{"issue":"4","key":"52_CR15","doi-asserted-by":"publisher","first-page":"482","DOI":"10.1109\/TKDE.2006.1599387","volume":"18","author":"J. Takeuchi","year":"2006","unstructured":"Takeuchi, J., Yamanishi, K.: A unifying framework for detecting outliers and change points from time series. IEEE Trans. on Knowledge and Data Engineering\u00a018(4), 482\u2013489 (2006)","journal-title":"IEEE Trans. on Knowledge and Data Engineering"},{"key":"52_CR16","doi-asserted-by":"crossref","unstructured":"Yamanishi, K., Takeuchi, J.: A unifying framework for detecting outliers and change points from non-stationary time series data. In: Proc. of the 8the ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining, pp. 676\u2013681 (2002)","DOI":"10.1145\/775047.775148"},{"key":"52_CR17","doi-asserted-by":"crossref","unstructured":"Ide, T., Kashima, H.: Eigenspace-based anomaly detection in computer systems. In: Proc. of the 10th ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining, pp. 440\u2013449 (2004)","DOI":"10.1145\/1014052.1014102"},{"issue":"3","key":"52_CR18","doi-asserted-by":"publisher","first-page":"559","DOI":"10.1109\/TSMCB.2005.860136","volume":"36","author":"H. San-Jun","year":"2006","unstructured":"San-Jun, H., Sung-Bae, C.: Evolutionary Neural Networks for anomaly detection based on the behavior of a program. IEEE Trans. on Systems and Cybernetics, Part B\u00a036(3), 559\u2013568 (2006)","journal-title":"IEEE Trans. on Systems and Cybernetics, Part B"}],"container-title":["Studies in Computational Intelligence","New Directions in Intelligent Interactive Multimedia"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-68127-4_52.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,19]],"date-time":"2020-11-19T05:08:56Z","timestamp":1605762536000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-68127-4_52"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[null]]},"ISBN":["9783540681267","9783540681274"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-68127-4_52","relation":{},"ISSN":["1860-949X","1860-9503"],"issn-type":[{"type":"print","value":"1860-949X"},{"type":"electronic","value":"1860-9503"}],"subject":[]}}