{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T09:56:59Z","timestamp":1743069419199,"version":"3.40.3"},"publisher-location":"Cham","reference-count":11,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030152345"},{"type":"electronic","value":"9783030152352"}],"license":[{"start":{"date-parts":[[2019,4,25]],"date-time":"2019-04-25T00:00:00Z","timestamp":1556150400000},"content-version":"tdm","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":[[2020]]},"DOI":"10.1007\/978-3-030-15235-2_116","type":"book-chapter","created":{"date-parts":[[2019,4,24]],"date-time":"2019-04-24T13:02:48Z","timestamp":1556110968000},"page":"869-876","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Prediction of Dollar Exchange Rate Based on Wavelet Neural Network"],"prefix":"10.1007","author":[{"given":"Chen","family":"Liu","sequence":"first","affiliation":[]},{"given":"Hongyan","family":"Wu","sequence":"additional","affiliation":[]},{"given":"Wenbin","family":"Liu","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,4,25]]},"reference":[{"issue":"10","key":"116_CR1","first-page":"26","volume":"27","author":"C Cai","year":"2005","unstructured":"Cai C, Li X (2005) USD exchange rate change and its impact on China economy. Heilongjiang Foreign Econ Relat Trade 27(10):26\u201327 (in Chinese)","journal-title":"Heilongjiang Foreign Econ Relat Trade"},{"issue":"8","key":"116_CR2","first-page":"80","volume":"23","author":"W Cai","year":"2012","unstructured":"Cai W, Tang Q (2012) Analysis of the currency allocation of foreign exchange assets based on exchange rate predictability. Int Econ Trade Res 23(8):80\u201390 (in Chinese)","journal-title":"Int Econ Trade Res"},{"issue":"2","key":"116_CR3","first-page":"11","volume":"9","author":"N Wang","year":"2013","unstructured":"Wang N, Hou T (2013) Research on forecasting of NDF and the RMB exchange rate. J Shenyang Inst Eng: Soc Sci 9(2):11\u201315 (in Chinese)","journal-title":"J Shenyang Inst Eng: Soc Sci"},{"issue":"7","key":"116_CR4","first-page":"65","volume":"23","author":"H Xiao","year":"2009","unstructured":"Xiao H, Wang Z (2009) The empirical research between China\u2019s foreign exchange reserves and the exchange rates. Econ Manag 23(7):65\u201368 (in Chinese)","journal-title":"Econ Manag"},{"issue":"4","key":"116_CR5","first-page":"9","volume":"20","author":"D Wang","year":"2010","unstructured":"Wang D (2010) USD exchange rate of RMB forecasting based on re-constructed phase space and SVM. J ABC Wuhan Manag Inst 20(4):9\u201313 (in Chinese)","journal-title":"J ABC Wuhan Manag Inst"},{"issue":"6","key":"116_CR6","first-page":"13","volume":"18","author":"M Qiu","year":"2018","unstructured":"Qiu M (2018) Quantitative method of exchange rate prediction: a case study of USD index. J Finance Econ 18(6):13\u201320 (in Chinese)","journal-title":"J Finance Econ"},{"issue":"2","key":"116_CR7","first-page":"53","volume":"16","author":"Y Liu","year":"2016","unstructured":"Liu Y (2016) Research on RMB exchange rate prediction based on ARMA model \u2013 taking RMB exchange rate against USD as an example. J Lang Fang Norm Univ (Nat Sci Ed) 16(2):53\u201358 (in Chinese)","journal-title":"J Lang Fang Norm Univ (Nat Sci Ed)"},{"issue":"4","key":"116_CR8","first-page":"74","volume":"30","author":"Y Zhang","year":"2014","unstructured":"Zhang Y (2014) A combined prediction model of RMB\/USD exchange rate based on artificial intelligence. J Shaanxi Univ Sci Technol (Nat Sci Ed) 30(4):74\u201378 (in Chinese)","journal-title":"J Shaanxi Univ Sci Technol (Nat Sci Ed)"},{"issue":"5","key":"116_CR9","first-page":"60","volume":"51","author":"Y Ma","year":"2018","unstructured":"Ma Y, Pan H (2018) DB wavelet neural network model and empirical study of dollar index prediction. J Zhengzhou Univ (Philos Soc Sci Ed) 51(5):60\u201366 (in Chinese)","journal-title":"J Zhengzhou Univ (Philos Soc Sci Ed)"},{"issue":"10","key":"116_CR10","first-page":"50","volume":"19","author":"H Wang","year":"2007","unstructured":"Wang H, Liu L, Liu L (2007) Application research of BP neural network based on GRA and PCA. Manag Rev 19(10):50\u201354 (in Chinese)","journal-title":"Manag Rev"},{"key":"116_CR11","unstructured":"Shi F, Wang X, Yu L et al (2013) MATLAB neural network analysis of 30 cases. Beijing University of Aeronautics and Astronautics Press, Beijing (in Chinese)"}],"container-title":["Advances in Intelligent Systems and Computing","Cyber Security Intelligence and Analytics"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-15235-2_116","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,18]],"date-time":"2019-05-18T03:12:52Z","timestamp":1558149172000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-030-15235-2_116"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,4,25]]},"ISBN":["9783030152345","9783030152352"],"references-count":11,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-15235-2_116","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2019,4,25]]},"assertion":[{"value":"25 April 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"CSIA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"The International Conference on Cyber Security Intelligence and Analytics","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Shenyang","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2019","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21 February 2019","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22 February 2019","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"csia2019","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/csia2019.csp.escience.cn\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}