{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,20]],"date-time":"2025-09-20T21:34:29Z","timestamp":1758404069258},"publisher-location":"Berlin, Heidelberg","reference-count":13,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642247279"},{"type":"electronic","value":"9783642247286"}],"license":[{"start":{"date-parts":[[2011,1,1]],"date-time":"2011-01-01T00:00:00Z","timestamp":1293840000000},"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":[[2011]]},"DOI":"10.1007\/978-3-642-24728-6_3","type":"book-chapter","created":{"date-parts":[[2012,2,10]],"date-time":"2012-02-10T02:52:40Z","timestamp":1328842360000},"page":"17-24","source":"Crossref","is-referenced-by-count":3,"title":["Neural Network Model for Forecasting Balkan Stock Exchanges"],"prefix":"10.1007","author":[{"given":"Miroslav","family":"Janeski","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Slobodan","family":"Kalajdziski","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"3_CR1","doi-asserted-by":"publisher","first-page":"481","DOI":"10.1002\/(SICI)1099-131X(1998090)17:5\/6<481::AID-FOR709>3.0.CO;2-Q","volume":"17","author":"M. Adya","year":"1998","unstructured":"Adya, M., Collopy, F.: How Effective are Neural Networks at Forecasting and Prediction? A Review and Evaluation. Jour. of Forecasting\u00a017, 481\u2013495 (1998)","journal-title":"Jour. of Forecasting"},{"key":"3_CR2","doi-asserted-by":"publisher","first-page":"35","DOI":"10.1016\/S0169-2070(97)00044-7","volume":"14","author":"G.P. Zhang","year":"1998","unstructured":"Zhang, G.P., Patuwo, B.E., Hu, M.Y.: Forecasting with Artificial Neural Networks: The State of the Art. Int. J. Forecast.\u00a014, 35\u201362 (1998)","journal-title":"Int. J. Forecast."},{"key":"3_CR3","doi-asserted-by":"crossref","unstructured":"Dase, D.D., Pawar, R.K.: Application of Artificial Neural Network for Stock Market Predictions: A Review of Literature. Int. Journal of Machine Intelligence\u00a02 (2010)","DOI":"10.9735\/0975-2927.2.2.14-17"},{"key":"3_CR4","unstructured":"Yamashita, T., Hirasawa, K., Jinglu, H.: Application of Multi-branch Neural Networks to Stock Market Prediction. In: IEEE International Joint Conference on Neural Networks, Montreal, Que (2005)"},{"key":"3_CR5","doi-asserted-by":"crossref","unstructured":"De Gooijer, J.G., Hyndman, R.J.: 25 Years of Time Series Forecasting. International Journal of Forecasting (2006)","DOI":"10.1016\/j.ijforecast.2006.01.001"},{"issue":"3","key":"3_CR6","doi-asserted-by":"publisher","first-page":"215","DOI":"10.1016\/0925-2312(95)00039-9","volume":"10","author":"L. Kaastra","year":"1996","unstructured":"Kaastra, L., Boyd, M.: Designing a Neural Network for Forecasting Financial and Economic Time Series. Neurocomputing\u00a010(3), 215\u2013236 (1996)","journal-title":"Neurocomputing"},{"key":"3_CR7","unstructured":"Yao, J.T., Tan, C.L.: Guidelines for Financial Forecasting with Neural Networks. In: Proceedings of International Conference on Neural Information Processing, Shanghai, China, pp. 757\u2013761 (2001)"},{"key":"3_CR8","doi-asserted-by":"publisher","first-page":"453","DOI":"10.1016\/j.engappai.2006.10.002","volume":"20","author":"M.T. Philip","year":"2007","unstructured":"Philip, M.T., Paul, K., Choy, S.O., Kwan, R., Ng, S.C., Jacky, M., Tsang, J., Kai, K., TakLam, W.: Design and Implementation of NN5 for Hong Kong Stock Price Forecasting. Engineering Applications of Artificial Intelligence\u00a020, 453\u2013461 (2007)","journal-title":"Engineering Applications of Artificial Intelligence"},{"issue":"3","key":"3_CR9","doi-asserted-by":"publisher","first-page":"781","DOI":"10.1016\/j.ejor.2005.07.023","volume":"173","author":"S. Crone","year":"2005","unstructured":"Crone, S., Lessmann, S., Stahlbock, R.: The Impact of Preprocessing on Data Mining: An Evaluation of Support Vector Machines and Artificial Neural Networks. European Journal of Operations Research\u00a0173(3), 781\u2013800 (2005)","journal-title":"European Journal of Operations Research"},{"key":"3_CR10","doi-asserted-by":"publisher","first-page":"501","DOI":"10.1016\/j.ejor.2003.08.037","volume":"160","author":"G.P. Zhang","year":"2005","unstructured":"Zhang, G.P., Qi, M.: Neural Network Forecasting for Seasonal and Trend Time Series. European Journal of Operational Research\u00a0160, 501\u2013514 (2005)","journal-title":"European Journal of Operational Research"},{"issue":"6","key":"3_CR11","doi-asserted-by":"publisher","first-page":"1800","DOI":"10.1109\/TNN.2007.896859","volume":"18","author":"G.P. Zhang","year":"2007","unstructured":"Zhang, G.P., Kline, D.M.: Quarterly Time-series Forecasting with Neural Networks. IEEE Transactions on Neural Networks\u00a018(6), 1800\u20131814 (2007)","journal-title":"IEEE Transactions on Neural Networks"},{"issue":"1","key":"3_CR12","first-page":"241","volume":"24","author":"A. Skabar","year":"2002","unstructured":"Skabar, A., Cloete, I.: Neural Networks, Financial Trading and The Efficient Market Hypothesis. Australian Computer Science Communications\u00a024(1), 241\u2013249 (2002)","journal-title":"Australian Computer Science Communications"},{"issue":"96","key":"3_CR13","first-page":"447","volume":"4","author":"G. Dorffner","year":"1996","unstructured":"Dorffner, G.: Neural Networks for Time Series Processing. Neural Network World\u00a04(96), 447\u2013468 (1996)","journal-title":"Neural Network World"}],"container-title":["Lecture Notes in Computer Science","Advanced Intelligent Computing"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-24728-6_3","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,4,27]],"date-time":"2019-04-27T12:49:52Z","timestamp":1556369392000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-24728-6_3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011]]},"ISBN":["9783642247279","9783642247286"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-24728-6_3","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2011]]}}}