{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T01:26:37Z","timestamp":1740101197054,"version":"3.37.3"},"reference-count":20,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,11,23]],"date-time":"2022-11-23T00:00:00Z","timestamp":1669161600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,11,23]],"date-time":"2022-11-23T00:00:00Z","timestamp":1669161600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100006190","name":"Research and Development","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100006190","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,11,23]]},"DOI":"10.1109\/la-cci54402.2022.9981846","type":"proceedings-article","created":{"date-parts":[[2022,12,21]],"date-time":"2022-12-21T18:57:47Z","timestamp":1671649067000},"page":"1-6","source":"Crossref","is-referenced-by-count":2,"title":["Machine Learning Approach for Trend Prediction to Improve Returns on Brazilian Energy Market"],"prefix":"10.1109","author":[{"given":"Mois\u00e9s R.","family":"Santos","sequence":"first","affiliation":[{"name":"University of S&#x00E3;o Paulo,S&#x00E3;o Carlos,SP,Brazil"}]},{"given":"Douglas D. C.","family":"Braz","sequence":"additional","affiliation":[{"name":"University of S&#x00E3;o Paulo,IFSULDEMINAS - Po&#x00E7;os de Caldas"}]},{"given":"Andr\u00e9 C. P. L. F.","family":"Carvalho","sequence":"additional","affiliation":[{"name":"University of S&#x00E3;o Paulo,S&#x00E3;o Carlos,SP,Brazil"}]},{"given":"Renato","family":"Tin\u00f3s","sequence":"additional","affiliation":[{"name":"University of S&#x00E3;o Paulo,Ribeir&#x00E3;o Preto,SP,Brazil"}]},{"given":"Marcos B. S.","family":"Paula","sequence":"additional","affiliation":[{"name":"Volt Robotics,S&#x00E3;o Paulo,SP,Brazil"}]},{"given":"Gabriel","family":"Doretto","sequence":"additional","affiliation":[{"name":"Volt Robotics,S&#x00E3;o Paulo,SP,Brazil"}]},{"given":"Ewerton","family":"Guarnier","sequence":"additional","affiliation":[{"name":"Volt Robotics,S&#x00E3;o Paulo,SP,Brazil"}]},{"given":"Donato Silva","family":"Filho","sequence":"additional","affiliation":[{"name":"Volt Robotics,S&#x00E3;o Paulo,SP,Brazil"}]},{"given":"Danilo Y.","family":"Suiama","sequence":"additional","affiliation":[{"name":"Auren Energia,S&#x00E3;o Paulo,SP,Brazil"}]},{"given":"Lorena E.","family":"Ferreira","sequence":"additional","affiliation":[{"name":"Auren Energia,S&#x00E3;o Paulo,SP,Brazil"}]},{"given":"Jos\u00e9 E. Carmo","family":"J\u00fanior","sequence":"additional","affiliation":[{"name":"Auren Energia,S&#x00E3;o Paulo,SP,Brazil"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Competition among high-frequency traders and market liquidity","volume":"17","author":"Breckenfelder","year":"2020","journal-title":"VoxEU. org"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2016.01.018"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2017.12.026"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2020.113464"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.compeleceng.2020.106905"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.mlwa.2021.100182"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.23919\/PSCC.2018.8442754"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/EEM.2017.7982023"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ICDAR.1995.598994"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1051\/proc\/201760144"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2015.7280602"},{"volume-title":"New concepts in technical trading systems.","year":"1978","author":"Wilder","key":"ref12"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2014.6889835"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2011.6033535"},{"key":"ref15","volume-title":"Introduction to algorithms.","volume":"3","author":"Leiserson","year":"1994"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1201\/b12207"},{"volume-title":"Artificial Intelligence: A Modern Approach.","year":"2009","author":"Russell","key":"ref17"},{"volume-title":"Forecasting: principles and practice.","year":"2018","author":"Hyndman","key":"ref18"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-020-05910-7"},{"issue":"2","key":"ref20","article-title":"Random search for hyper-parameter optimization","volume":"13","author":"Bergstra","year":"2012","journal-title":"Journal of machine learning research"}],"event":{"name":"2022 IEEE Latin American Conference on Computational Intelligence (LA-CCI)","start":{"date-parts":[[2022,11,23]]},"location":"Montevideo, Uruguay","end":{"date-parts":[[2022,11,25]]}},"container-title":["2022 IEEE Latin American Conference on Computational Intelligence (LA-CCI)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9981027\/9981039\/09981846.pdf?arnumber=9981846","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,2]],"date-time":"2024-03-02T08:38:21Z","timestamp":1709368701000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9981846\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,11,23]]},"references-count":20,"URL":"https:\/\/doi.org\/10.1109\/la-cci54402.2022.9981846","relation":{},"subject":[],"published":{"date-parts":[[2022,11,23]]}}}