{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T07:32:57Z","timestamp":1743147177260,"version":"3.40.3"},"publisher-location":"Cham","reference-count":6,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031755392"},{"type":"electronic","value":"9783031755408"}],"license":[{"start":{"date-parts":[[2024,10,17]],"date-time":"2024-10-17T00:00:00Z","timestamp":1729123200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,10,17]],"date-time":"2024-10-17T00:00:00Z","timestamp":1729123200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025]]},"DOI":"10.1007\/978-3-031-75540-8_12","type":"book-chapter","created":{"date-parts":[[2024,10,16]],"date-time":"2024-10-16T23:03:34Z","timestamp":1729119814000},"page":"160-170","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Algotrading R2ED: A Machine Learning Approach"],"prefix":"10.1007","author":[{"given":"Ruben","family":"Martinez","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Diego","family":"Tinoco","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rodrigo","family":"Huerta","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Emilio","family":"Flores","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hiram","family":"Ponce","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,10,17]]},"reference":[{"issue":"1","key":"12_CR1","doi-asserted-by":"publisher","first-page":"37","DOI":"10.46503\/NLUF8557","volume":"6","author":"R Cervell\u00f3-Royo","year":"2020","unstructured":"Cervell\u00f3-Royo, R., Guijarro, F.: Forecasting stock market trend: a comparison of machine learning algorithms. Financ. Mark. Val. 6(1), 37\u201349 (2020)","journal-title":"Financ. Mark. Val."},{"issue":"1","key":"12_CR2","doi-asserted-by":"publisher","first-page":"395","DOI":"10.1007\/s11156-023-01139-2","volume":"61","author":"G Cohen","year":"2023","unstructured":"Cohen, G.: Intraday algorithmic trading strategies for cryptocurrencies. Rev. Quant. Financ. Acc. 61(1), 395\u2013409 (2023)","journal-title":"Rev. Quant. Financ. Acc."},{"key":"12_CR3","doi-asserted-by":"crossref","unstructured":"Fazeli, A., Houghten, S.: Deep learning for the prediction of stock market trends. In: 2019 IEEE International Conference on Big Data (Big Data). pp. 5513\u20135521. IEEE (2019)","DOI":"10.1109\/BigData47090.2019.9005523"},{"issue":"1","key":"12_CR4","doi-asserted-by":"publisher","first-page":"132","DOI":"10.1080\/17517575.2018.1493145","volume":"13","author":"B Huang","year":"2019","unstructured":"Huang, B., Huan, Y., Xu, L.D., Zheng, L., Zou, Z.: Automated trading systems statistical and machine learning methods and hardware implementation: a survey. Enterp. Inf. Syst. 13(1), 132\u2013144 (2019)","journal-title":"Enterp. Inf. Syst."},{"key":"12_CR5","unstructured":"Jansen, S.: Machine Learning for Algorithmic Trading: Predictive models to extract signals from market and alternative data for systematic trading strategies with Python. Packt Publishing Ltd (2020)"},{"issue":"1","key":"12_CR6","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1057\/s41599-023-02237-1","volume":"11","author":"T Phuoc","year":"2024","unstructured":"Phuoc, T., Anh, P.T.K., Tam, P.H., Nguyen, C.V.: Applying machine learning algorithms to predict the stock price trend in the stock market-the case of Vietnam. Human. Soc. Sci. Commun. 11(1), 1\u201318 (2024)","journal-title":"Human. Soc. Sci. Commun."}],"container-title":["Lecture Notes in Computer Science","Advances in Computational Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-75540-8_12","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,16]],"date-time":"2024-10-16T23:22:10Z","timestamp":1729120930000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-75540-8_12"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10,17]]},"ISBN":["9783031755392","9783031755408"],"references-count":6,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-75540-8_12","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2024,10,17]]},"assertion":[{"value":"17 October 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"MICAI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Mexican International Conference on Artificial Intelligence","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Tonantzintla","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Mexico","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21 October 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"25 October 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"23","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"micai2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.micai.org\/2024\/index.php","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}