{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,6]],"date-time":"2024-09-06T15:59:19Z","timestamp":1725638359465},"publisher-location":"Berlin, Heidelberg","reference-count":22,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642258312"},{"type":"electronic","value":"9783642258329"}],"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\/978-3-642-25832-9_13","type":"book-chapter","created":{"date-parts":[[2011,12,2]],"date-time":"2011-12-02T23:27:59Z","timestamp":1322868479000},"page":"122-131","source":"Crossref","is-referenced-by-count":2,"title":["Distribution Based Data Filtering for Financial Time Series Forecasting"],"prefix":"10.1007","author":[{"given":"Goce","family":"Ristanoski","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"James","family":"Bailey","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"13_CR1","doi-asserted-by":"crossref","unstructured":"Tsay, R.S.: Analysis of Financial Time Series. Wiley-Interscience (2005)","DOI":"10.1002\/0471746193"},{"key":"13_CR2","unstructured":"Chatfield, C.: The Analysis of Time Series: an Introduction. Chapman & Hall\/CRC (2004)"},{"key":"13_CR3","unstructured":"Witten, I.H., Frank, E.: Data mining: Practical Machine Learning Tools and Techniques. Morgan Kaufmann (2005)"},{"key":"13_CR4","unstructured":"Alpaydin, E.: Introduction to Machine Learning. The MIT Press (2004)"},{"issue":"2","key":"13_CR5","doi-asserted-by":"publisher","first-page":"18","DOI":"10.1145\/1083784.1083789","volume":"24","author":"M.M. Gaber","year":"2005","unstructured":"Gaber, M.M., Zaslavsky, A., Krishnaswamy, S.: Mining Data Streams: A Review. SIGMOD Record\u00a024(2), 18\u201326 (2005)","journal-title":"SIGMOD Record"},{"issue":"2","key":"13_CR6","doi-asserted-by":"publisher","first-page":"248","DOI":"10.1007\/s10115-003-0101-1","volume":"5","author":"W. Xindong","year":"2003","unstructured":"Xindong, W., Yu, P.S., et al.: Data Mining: How Research Meets Practical Development? Knowledge and Information Systems\u00a05(2), 248\u2013261 (2003)","journal-title":"Knowledge and Information Systems"},{"key":"13_CR7","unstructured":"Yoo, P.D., Kim, M.H., et al.: Machine Learning Techniques and Use of Event Information for Stock Market Prediction: A Survey and Evaluation. CIMCA-IAWTIC (2005)"},{"key":"13_CR8","doi-asserted-by":"crossref","unstructured":"Hulten, G., Spencer, L., et al.: Mining time-changing data streams. In: Proceedings of the Seventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Francisco, California, pp. 97\u2013106 (2001)","DOI":"10.1145\/502512.502529"},{"key":"13_CR9","unstructured":"Dong, G., Han, J., et al.: Online mining of changes from data streams: Research problems and preliminary results. In: Proceedings of the 2003 ACM SIGMOD Workshop on Management and Processing of Data Streams (2003)"},{"issue":"438","key":"13_CR10","doi-asserted-by":"publisher","first-page":"739","DOI":"10.1080\/01621459.1997.10474026","volume":"92","author":"J. Chen","year":"1997","unstructured":"Chen, J., Gupta, A.K.: Testing and locating variance changepoints with application to stock prices. Journal of the American Statistical Association\u00a092(438), 739\u2013747 (1997)","journal-title":"Journal of the American Statistical Association"},{"issue":"5-6","key":"13_CR11","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. Journal of Forecasting\u00a017(5-6), 481\u2013495 (1998)","journal-title":"Journal of Forecasting"},{"key":"13_CR12","doi-asserted-by":"crossref","unstructured":"Kifer, D., Ben-David, S., et al.: Detecting change in data streams. In: Proceedings of the Thirtieth International Conference on Very Large Data Bases,Toronto, Canada, vol.\u00a030, pp. 180\u2013191. VLDB Endowment (2004)","DOI":"10.1016\/B978-012088469-8.50019-X"},{"key":"13_CR13","unstructured":"Hollander, M., Wolfe, D.: Nonparametric Statistical Methods, 2nd edn. Wiley-Interscience (1999)"},{"key":"13_CR14","unstructured":"Kecman, V.: Learning and Soft Computing: support vector machines, neural networks, and fuzzy logic models. MIT Press (2001)"},{"key":"13_CR15","doi-asserted-by":"crossref","unstructured":"Liu, X., Zhang, R., et al.: Incremental Detection of Distribution Change in Stock Order Streams. In: 26th International Conference on Data Engineering Conference (ICDE), Long Beach, California, USA (2010)","DOI":"10.1109\/ICDE.2010.5447901"},{"issue":"3","key":"13_CR16","first-page":"36","volume":"7","author":"M. Thomason","year":"1999","unstructured":"Thomason, M.: The Practitioner Methods and Tools. Journal of Computational Intelligence in Finance\u00a07(3), 36\u201345 (1999)","journal-title":"Journal of Computational Intelligence in Finance"},{"key":"13_CR17","unstructured":"Web enabled scientific services and applications (2011), http:\/\/www.wessa.net\/stocksdata.wasp"},{"key":"13_CR18","unstructured":"Hyndman, R.J.: S&P quarterly index online database (2008), http:\/\/robjhyndman.com\/tsdldata\/data\/9-17b.dat"},{"key":"13_CR19","doi-asserted-by":"crossref","unstructured":"Tsay, R.S.: Analysis of Financial Time Series datasets (2002), http:\/\/faculty.chicagobooth.edu\/ruey.tsay\/teaching\/fts\/d-ibmln.dat","DOI":"10.1002\/0471264105"},{"key":"13_CR20","unstructured":"Waikato Environment for Knowledge Analysis, WEKA (2011), http:\/\/www.cs.waikato.ac.nz\/ml\/weka\/"},{"key":"13_CR21","doi-asserted-by":"crossref","unstructured":"Ganti, V., Gehrke, J., Ramakrishnan, R.: DEMON: mining and monitoring evolving data. IEEE Transactions on Knowledge and Data Engineering\u00a013(1) (2001)","DOI":"10.1109\/69.908980"},{"key":"13_CR22","unstructured":"Babcock, B., Datar, M., Motwani, R.: Load Shedding in Data Stream Systems. In: Proc. of the 2003 Workshop on Management and Processing of Data Streams, MPDS (2003)"}],"container-title":["Lecture Notes in Computer Science","AI 2011: Advances in Artificial Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-25832-9_13","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,6,28]],"date-time":"2020-06-28T00:48:33Z","timestamp":1593305313000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-25832-9_13"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011]]},"ISBN":["9783642258312","9783642258329"],"references-count":22,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-25832-9_13","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2011]]}}}