{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T10:43:31Z","timestamp":1725533011347},"publisher-location":"Berlin, Heidelberg","reference-count":18,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642024801"},{"type":"electronic","value":"9783642024818"}],"license":[{"start":{"date-parts":[[2009,1,1]],"date-time":"2009-01-01T00:00:00Z","timestamp":1230768000000},"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":[[2009]]},"DOI":"10.1007\/978-3-642-02481-8_36","type":"book-chapter","created":{"date-parts":[[2009,6,5]],"date-time":"2009-06-05T21:18:06Z","timestamp":1244236686000},"page":"248-255","source":"Crossref","is-referenced-by-count":7,"title":["Forecasting the Price Development of Crude Oil with Artificial Neural Networks"],"prefix":"10.1007","author":[{"given":"Richard","family":"Lackes","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chris","family":"B\u00f6rgermann","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Matthias","family":"Dirkmorfeld","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"36_CR1","unstructured":"International Energy Agency: Oil Markt Report (1999-2006), \n                    \n                      http:\/\/omrpublic.iea.org\/archiveresults.asp?formsection=full+issue&Submit=Submit"},{"key":"36_CR2","unstructured":"Z\u00fcndorf, L.: Das System der internationalen Erd\u00f6lindustrie. Eine theoretische empirische Skizze, University of L\u00fcneburg, Department of Economic and Social Sciences, work report no. 269, p. 1 (2002)"},{"key":"36_CR3","unstructured":"Zimmerer, T.: K\u00fcnstliche Neuronale Netze versus \u00f6konomische und zeitreihenanalytische Verfahren zur Prognose \u00f6konomischer Zeitreihen, pp. 101\u2013102 (1997)"},{"key":"36_CR4","unstructured":"Lackes, R., Mack, D.: Neuronale Netze in der Unternehmensplanung: Grundlagen, Entscheidungsunterst\u00fctzung, Projektierung, Munich (2000) ISBN 3-8006-2508-3"},{"key":"36_CR5","unstructured":"Schoen, J.W.: OPEC says it\u2019s lost control of oil prices. In: MSNBC (March 2005), \n                    \n                      http:\/\/www.msnbc.msn.com\/id\/7190109\n                    \n                    \n                   (visited: 04.02.2009)"},{"key":"36_CR6","unstructured":"Energy Information Administration: Monthly Energy Outlook, \n                    \n                      http:\/\/www.eia.doe.gov\/emeu\/steo\/pub\/outlook.html"},{"key":"36_CR7","unstructured":"BP: Statistical Review of World Energy 2007 (June 2007), \n                    \n                      http:\/\/www.bp.com\/multipleimagesection.do?categoryId=9017892&contentId=7033503"},{"key":"36_CR8","unstructured":"Rechensteiner, R.: Gr\u00fcn gewinnt, Zurich, Orell F\u00fcssil Verlag AG (2003)"},{"issue":"4","key":"36_CR9","doi-asserted-by":"publisher","first-page":"328","DOI":"10.1007\/BF02295507","volume":"8","author":"M. Ye","year":"2002","unstructured":"Ye, M., Zyren, J., Shore, J.: Forecasting Crude Oil Spot Price Using OECD Petroleum Inventory Levels. International Advances in Economic Research\u00a08(4), 328 (2002)","journal-title":"International Advances in Economic Research"},{"key":"36_CR10","unstructured":"Heilmann, D.: Raffinerien sind Flaschenhals beim \u00d6l. In: Handelsblatt (September 22, 2005)"},{"key":"36_CR11","first-page":"55","volume-title":"Neural networks in capital markets","author":"A.-P. Refenes","year":"1995","unstructured":"Refenes, A.-P.: Neural networks in capital markets, p. 55. John Wiley & Sons Inc., Chichester (1995)"},{"key":"36_CR12","first-page":"12","volume-title":"Finanzmarktanwendungen neuronaler Netze und \u00d6konomischer Verfahren","author":"H. Rehkugler","year":"1994","unstructured":"Rehkugler, H., Podding, T.: Kurzfristige Wechelkursprognosen mit K\u00fcnstlichen Neuronalen Netzwerken. In: Nakhaeizadeh, G. (ed.) Finanzmarktanwendungen neuronaler Netze und \u00d6konomischer Verfahren, p. 12. Physika Verlag, Heidelberg (1994)"},{"key":"36_CR13","first-page":"316","volume-title":"Refenes, Apostolos-Paul: Neural networks in capital markets","author":"T. Podding","year":"1995","unstructured":"Podding, T.: Bankruptcy Prediction: A Comparison with Discriminant Analysis. In: Refenes, Apostolos-Paul: Neural networks in capital markets, p. 316. John Wiley & Sons Inc., Chichester (1995)"},{"key":"36_CR14","unstructured":"Hollekamp, M.: Benchmarktests f\u00fcr Neuronale Netze, Univ. M\u00fcnster, Germ. (2001), \n                    \n                      http:\/\/cs.uni-muenster.de\/Professoren\/Lippe\/diplomarbeiten\/html\/piskors\/arbeit.ps"},{"key":"36_CR15","doi-asserted-by":"crossref","unstructured":"Yao, J., Tan, C.L.: A case study on using neural networks to perform technical forecasting of forex. Neurocomputing\u00a034 (2000)","DOI":"10.1016\/S0925-2312(00)00300-3"},{"key":"36_CR16","unstructured":"Zimmermann, H.G.: Neuronale Netze als Entscheidungskalk\u00fcl. In: Rehkugler, H., Zimmermann, Georg, H. (eds.) Neuronale Netze in der \u00d6konomie: Grundlagen und finanzwirtschaftliche Anwendung, Munich, Vahlen, pp. 58\u201359 (1994)"},{"key":"36_CR17","unstructured":"Zell, A., Mamier, G., et al.: Stuttgart Neural Network Simulator, User Manual, Version 4.2, Univ. Stuttgart, Institute for parallel and distributed systems, Wilhelm-Schickard-Institut, Univ. T\u00fcbingen, \n                    \n                      http:\/\/www-ra.informatik.uni-tuebingen.de\/SNNS\/"},{"key":"36_CR18","unstructured":"Mashor, M.Y., Sulaiman, S.N.: Recognition of Noisy Numerals using Neural Network, Center for Electr. Intelligent System, Univ. Sains Malaysia. AU Journal of technology (September 2001), \n                    \n                      http:\/\/www.journal.au.edu\/ijcim\/2001\/sep01\/menu.html"}],"container-title":["Lecture Notes in Computer Science","Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-02481-8_36","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,3,8]],"date-time":"2019-03-08T13:37:23Z","timestamp":1552052243000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-02481-8_36"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009]]},"ISBN":["9783642024801","9783642024818"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-02481-8_36","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2009]]}}}