{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,9]],"date-time":"2024-09-09T20:33:13Z","timestamp":1725913993494},"publisher-location":"Cham","reference-count":11,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319686110"},{"type":"electronic","value":"9783319686127"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-68612-7_57","type":"book-chapter","created":{"date-parts":[[2017,10,24]],"date-time":"2017-10-24T11:31:17Z","timestamp":1508844677000},"page":"503-511","source":"Crossref","is-referenced-by-count":1,"title":["Recurrent Dynamical Projection for Time Series-Based Fraud Detection"],"prefix":"10.1007","author":[{"given":"Eric A.","family":"Antonelo","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Radu","family":"State","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,10,25]]},"reference":[{"issue":"4","key":"57_CR1","doi-asserted-by":"crossref","first-page":"763","DOI":"10.1109\/TNNLS.2014.2323247","volume":"26","author":"EA Antonelo","year":"2015","unstructured":"Antonelo, E.A., Schrauwen, B.: On learning navigation behaviors for small mobile robots with reservoir computing architectures. IEEE Trans. Neural Netw. Learn. Syst. 26(4), 763\u2013780 (2015)","journal-title":"IEEE Trans. Neural Netw. Learn. Syst."},{"key":"57_CR2","doi-asserted-by":"crossref","unstructured":"Antonelo, E.A., Flesch, C., Schmitz, F.: Reservoir computing for detection of steady state in performance tests of compressors. Neurocomputing (in press)","DOI":"10.1016\/j.neucom.2017.09.005"},{"key":"57_CR3","series-title":"Information Science and Statistics","volume-title":"Pattern Recognition and Machine Learning","author":"CM Bishop","year":"2006","unstructured":"Bishop, C.M.: Pattern Recognition and Machine Learning. Information Science and Statistics. Springer, New York (2006)"},{"key":"57_CR4","doi-asserted-by":"crossref","first-page":"21","DOI":"10.1016\/j.ijepes.2012.10.031","volume":"47","author":"SSSR Depuru","year":"2013","unstructured":"Depuru, S.S.S.R., Wang, L., Devabhaktuni, V., Green, R.C.: High performance computing for detection of electricity theft. Int. J. Electr. Power Energy Syst. 47, 21\u201330 (2013)","journal-title":"Int. J. Electr. Power Energy Syst."},{"issue":"1","key":"57_CR5","doi-asserted-by":"crossref","first-page":"760","DOI":"10.2991\/ijcis.2017.10.1.51","volume":"10","author":"P Glauner","year":"2017","unstructured":"Glauner, P., Meira, J., Valtchev, P., State, R., Bettinger, F.: The challenge of non-technical loss detection using artificial intelligence: a survey. Int. J. Comput. Intell. Syst. (IJCIS) 10(1), 760\u2013775 (2017)","journal-title":"Int. J. Comput. Intell. Syst. (IJCIS)"},{"issue":"1","key":"57_CR6","doi-asserted-by":"crossref","first-page":"153","DOI":"10.2307\/1912352","volume":"47","author":"JJ Heckman","year":"1979","unstructured":"Heckman, J.J.: Sample selection bias as a specification error. Econometrica 47(1), 153\u2013161 (1979). \nhttp:\/\/www.jstor.org\/stable\/1912352","journal-title":"Econometrica"},{"key":"57_CR7","unstructured":"Jaeger, H.: The \u201cecho state\u201d approach to analysing and training recurrent neural networks. Technical report GMD Report 148, German National Research Center for Information Technology (2001)"},{"issue":"5667","key":"57_CR8","doi-asserted-by":"crossref","first-page":"78","DOI":"10.1126\/science.1091277","volume":"304","author":"H Jaeger","year":"2004","unstructured":"Jaeger, H., Haas, H.: Harnessing nonlinearity: predicting chaotic systems and saving energy in wireless telecommunication. Science 304(5667), 78\u201380 (2004)","journal-title":"Science"},{"key":"57_CR9","doi-asserted-by":"crossref","unstructured":"Meira, J.A., Glauner, P., Valtchev, P., Dolberg, L., Bettinger, F., Duarte, D., et al.: Distilling provider-independent data for general detection of non-technical losses. In: Power and Energy Conference, Illinois, 23\u201324 February 2017 (2017)","DOI":"10.1109\/PECI.2017.7935765"},{"key":"57_CR10","doi-asserted-by":"crossref","first-page":"1159","DOI":"10.1016\/j.neucom.2007.12.020","volume":"71","author":"B Schrauwen","year":"2008","unstructured":"Schrauwen, B., Warderman, M., Verstraeten, D., Steil, J.J., Stroobandt, D.: Improving reservoirs using intrinsic plasticity. Neurocomputing 71, 1159\u20131171 (2008)","journal-title":"Neurocomputing"},{"issue":"3","key":"57_CR11","doi-asserted-by":"crossref","first-page":"391","DOI":"10.1016\/j.neunet.2007.04.003","volume":"20","author":"D Verstraeten","year":"2007","unstructured":"Verstraeten, D., Schrauwen, B., D\u2019Haene, M., Stroobandt, D.: An experimental unification of reservoir computing methods. Neural Netw. 20(3), 391\u2013403 (2007)","journal-title":"Neural Netw."}],"container-title":["Lecture Notes in Computer Science","Artificial Neural Networks and Machine Learning \u2013 ICANN 2017"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-68612-7_57","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,10,24]],"date-time":"2017-10-24T11:45:25Z","timestamp":1508845525000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-68612-7_57"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319686110","9783319686127"],"references-count":11,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-68612-7_57","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2017]]}}}