{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T01:35:41Z","timestamp":1743039341648,"version":"3.40.3"},"publisher-location":"Cham","reference-count":11,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319544717"},{"type":"electronic","value":"9783319544724"}],"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":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-54472-4_47","type":"book-chapter","created":{"date-parts":[[2017,2,25]],"date-time":"2017-02-25T08:23:30Z","timestamp":1488011010000},"page":"498-507","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Analyzing Performance of High Frequency Currency Rates Prediction Model Using Linear Kernel SVR on Historical Data"],"prefix":"10.1007","author":[{"given":"Chanakya","family":"Serjam","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Akito","family":"Sakurai","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,2,26]]},"reference":[{"key":"47_CR1","unstructured":"Bank of International Settlements: Triennial Central Bank Survey of foreign exchange and OTC derivatives markets in 2016. http:\/\/www.bis.org\/publ\/rpfx16.htm"},{"key":"47_CR2","doi-asserted-by":"publisher","first-page":"79","DOI":"10.1016\/S0925-2312(00)00300-3","volume":"34","author":"J Yao","year":"2000","unstructured":"Yao, J., Tan, C.L.: A case study on using neural networks to perform technical forecasting of forex. Neurocomputing 34, 79\u201398 (2000)","journal-title":"Neurocomputing"},{"issue":"4","key":"47_CR3","doi-asserted-by":"publisher","first-page":"735","DOI":"10.1109\/72.935087","volume":"12","author":"H Zimmerman","year":"2001","unstructured":"Zimmerman, H., Neuneier, R., Grothmann, R.: Multi-agent modeling of multiple FX-markets by neural networks. IEEE Trans. Neural Netw. 12(4), 735\u2013743 (2001)","journal-title":"IEEE Trans. Neural Netw."},{"key":"47_CR4","doi-asserted-by":"publisher","first-page":"495","DOI":"10.1016\/S0305-0483(98)00003-6","volume":"26","author":"G Zhang","year":"1998","unstructured":"Zhang, G., Hu, M.Y.: Neural network forecasting of the British Pound\/US Dollar exchange rate. OMEGA Int. J. Manage. Sci. 26, 495\u2013506 (1998)","journal-title":"OMEGA Int. J. Manage. Sci."},{"key":"47_CR5","unstructured":"Kamruzzaman, J., Sarker, R.: Application of support vector machine to forex monitoring. In: 3rd International Conference on Hybrid Intelligent Systems HIS03, Melbourne (2003)"},{"issue":"3","key":"47_CR6","first-page":"273","volume":"20","author":"C Cortes","year":"1995","unstructured":"Cortes, C., Vapnik, V.: Support vector networks. Mach. Learn. 20(3), 273\u2013297 (1995)","journal-title":"Mach. Learn."},{"key":"47_CR7","unstructured":"Smola, A., Vapnik, V., et al.: Support vector regression machines. In: Advances in Neural Information Processing Systems (NIPS), vol. 9, pp. 155\u2013161 (1996)"},{"issue":"2","key":"47_CR8","doi-asserted-by":"publisher","first-page":"217","DOI":"10.1007\/s10614-012-9317-z","volume":"42","author":"T Fletcher","year":"2013","unstructured":"Fletcher, T., Shawe Taylor, J.: Multiple kernel learning with Fisher kernels for high frequency currency prediction. Comput. Econ. 42(2), 217\u2013240 (2013)","journal-title":"Comput. Econ."},{"issue":"8","key":"47_CR9","doi-asserted-by":"publisher","first-page":"1315","DOI":"10.1080\/14697688.2015.1032546","volume":"15","author":"A Kercheval","year":"2015","unstructured":"Kercheval, A., Zhang, Y.: Modeling high-frequency limit order book dynamics with support vector machines. Quant. Finan. 15(8), 1315\u20131329 (2015)","journal-title":"Quant. Finan."},{"issue":"1","key":"47_CR10","doi-asserted-by":"publisher","first-page":"49","DOI":"10.1007\/s10614-013-9407-6","volume":"45","author":"S Deng","year":"2015","unstructured":"Deng, S., Sakurai, A., et al.: Hybrid method of multiple kernel learning and genetic algorithm for forecasting short-term foreign exchange rates. Comput. Econ. 45(1), 49\u201389 (2015)","journal-title":"Comput. Econ."},{"key":"47_CR11","doi-asserted-by":"crossref","unstructured":"Deng, S., Sakurai, A.: Integrated model of multiple kernel learning and differential evolution for EUR\/USD trading. Sci. World J. 2014, article ID 914641, 12 p (2014)","DOI":"10.1155\/2014\/914641"}],"container-title":["Lecture Notes in Computer Science","Intelligent Information and Database Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-54472-4_47","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,13]],"date-time":"2024-03-13T10:42:50Z","timestamp":1710326570000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-54472-4_47"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319544717","9783319544724"],"references-count":11,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-54472-4_47","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2017]]},"assertion":[{"value":"26 February 2017","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ACIIDS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Asian Conference on Intelligent Information and Database Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Kanazawa","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Japan","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2017","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"3 April 2017","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"5 April 2017","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"9","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"aciids2017","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/aciids.pwr.edu.pl\/2017\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}