{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,7]],"date-time":"2024-09-07T22:09:06Z","timestamp":1725746946954},"publisher-location":"Berlin, Heidelberg","reference-count":17,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642411410"},{"type":"electronic","value":"9783642411427"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013]]},"DOI":"10.1007\/978-3-642-41142-7_63","type":"book-chapter","created":{"date-parts":[[2013,9,3]],"date-time":"2013-09-03T09:37:15Z","timestamp":1378201035000},"page":"625-635","source":"Crossref","is-referenced-by-count":10,"title":["EWMA Based Two-Stage Dataset Shift-Detection in Non-stationary Environments"],"prefix":"10.1007","author":[{"given":"Haider","family":"Raza","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Girijesh","family":"Prasad","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuhua","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"63_CR1","doi-asserted-by":"crossref","unstructured":"Liu, S., Yamada, M., Collier, N., Sugiyama, M.: Change-Point Detection in Time-Series Data by Relative Density-Ratio Estimation. Neural Networks, 1\u201325 (2013)","DOI":"10.1016\/j.neunet.2013.01.012"},{"issue":"2","key":"63_CR2","doi-asserted-by":"publisher","first-page":"227","DOI":"10.1016\/S0378-3758(00)00115-4","volume":"90","author":"H. Shimodaira","year":"2000","unstructured":"Shimodaira, H.: Improving Predictive Inference Under Covariate Shift by Weighting the Log-Likelihood Function. Journal of Statistical Planning and Inference\u00a090(2), 227\u2013244 (2000)","journal-title":"Journal of Statistical Planning and Inference"},{"key":"63_CR3","doi-asserted-by":"crossref","unstructured":"Alippi, C., Boracchi, G., Roveri, M.: Change Detection Tests Using the ICI Rule. In: The International Joint Conference on Neural Networks (IJCNN), pp. 1\u20137 (July 2010)","DOI":"10.1109\/IJCNN.2010.5596537"},{"issue":"7","key":"63_CR4","doi-asserted-by":"publisher","first-page":"1145","DOI":"10.1109\/TNN.2008.2000082","volume":"19","author":"C. Alippi","year":"2008","unstructured":"Alippi, C., Roveri, M.: Just-in-Time Adaptive Classifier\u2013Part I: Detecting Nonstationary Changes. IEEE Transactions on Neural Networks\u00a019(7), 1145\u20131153 (2008)","journal-title":"IEEE Transactions on Neural Networks"},{"key":"63_CR5","unstructured":"Basseville, M., Nikiforov, I.: Detection of Abrupt Changes: Theory and Application. Prentice-Hall (1993)"},{"issue":"8","key":"63_CR6","doi-asserted-by":"publisher","first-page":"791","DOI":"10.1016\/j.neunet.2011.05.012","volume":"24","author":"C. Alippi","year":"2011","unstructured":"Alippi, C., Boracchi, G., Roveri, M.: A Just-In-Time Adaptive Classification System Based on the Intersection of Confidence Intervals Rule. Neural Networks: The Official Journal of the International Neural Network Society\u00a024(8), 791\u2013800 (2011)","journal-title":"Neural Networks: The Official Journal of the International Neural Network Society"},{"key":"63_CR7","doi-asserted-by":"crossref","unstructured":"Sugiyama, M., Suzuki, T., Kanamori, T.: Density Ratio Estimation in Machine Learning, p. 344. Cambridge University Press (2012)","DOI":"10.1017\/CBO9781139035613"},{"key":"63_CR8","unstructured":"Raza, H., Prasad, G., Li, Y.: Dataset Shift Detection in Non-Stationary Environments using EWMA Charts. In: IEEE International Conference on Systems, Man, and Cybernetics (accepted, 2013)"},{"issue":"1","key":"63_CR9","doi-asserted-by":"publisher","first-page":"521","DOI":"10.1016\/j.patcog.2011.06.019","volume":"45","author":"J.G. Moreno-Torres","year":"2012","unstructured":"Moreno-Torres, J.G., Raeder, T., Alaiz-Rodr\u00edguez, R., Chawla, N.V., Herrera, F.: A Unifying View on Dataset Shift in Classification. Pattern Recognition\u00a045(1), 521\u2013530 (2012)","journal-title":"Pattern Recognition"},{"key":"63_CR10","unstructured":"Sugiyama, M., Schwaighofer, A., Lawrence, N.D.: Dataset Shift in Machine Learning. MIT Press (2009)"},{"key":"63_CR11","doi-asserted-by":"crossref","unstructured":"Roberts, S.W.: Control chart tests Based on Geometric Moving Averages. Technometrics (1959)","DOI":"10.2307\/1266443"},{"key":"63_CR12","unstructured":"Dougla, C.M.: Introduction to Statistical Quality Control, 5th edn. John Wiley & Sons (2007)"},{"issue":"1","key":"63_CR13","doi-asserted-by":"publisher","first-page":"75","DOI":"10.1109\/TR.2002.805796","volume":"52","author":"N. Ye","year":"2003","unstructured":"Ye, N., Vilbert, S., Chen, Q.: Computer Intrusion Detection Through EWMA for Autocorrelated and Uncorrelated Data. IEEE Transaction on Reliability\u00a052(1), 75\u201382 (2003)","journal-title":"IEEE Transaction on Reliability"},{"issue":"3","key":"63_CR14","doi-asserted-by":"crossref","first-page":"309","DOI":"10.1080\/00224065.1999.11979929","volume":"31","author":"M. Connie","year":"1999","unstructured":"Connie, M., Douglas, C., George, C.: Robustness of the EWMA Control Chart to Non-Normality. Journal of Quality Technology\u00a031(3), 309 (1999)","journal-title":"Journal of Quality Technology"},{"key":"63_CR15","unstructured":"Snedecor, G.W., Cochran, W.G.: Statistical Methods, Eight. Iowa State University Press (1989)"},{"key":"63_CR16","unstructured":"Table of Critical Values for the Two-Sample Test, http:\/\/www.soest.hawaii.edu\/wessel\/courses\/gg313\/Critical_KS.pdf"},{"key":"63_CR17","unstructured":"Klaus-Robert M\u00fcller, B.B.: BCI Competition III: Data set IVb (2005), http:\/\/www.bbci.de\/competition\/iii\/desc_IVb.html"}],"container-title":["IFIP Advances in Information and Communication Technology","Artificial Intelligence Applications and Innovations"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-41142-7_63","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,7,4]],"date-time":"2023-07-04T04:15:34Z","timestamp":1688444134000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-41142-7_63"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013]]},"ISBN":["9783642411410","9783642411427"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-41142-7_63","relation":{},"ISSN":["1868-4238","1868-422X"],"issn-type":[{"type":"print","value":"1868-4238"},{"type":"electronic","value":"1868-422X"}],"subject":[],"published":{"date-parts":[[2013]]}}}