{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,23]],"date-time":"2024-10-23T06:52:22Z","timestamp":1729666342323,"version":"3.28.0"},"reference-count":16,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019,9]]},"DOI":"10.23919\/eusipco.2019.8902682","type":"proceedings-article","created":{"date-parts":[[2019,11,25]],"date-time":"2019-11-25T18:39:38Z","timestamp":1574707178000},"page":"1-5","source":"Crossref","is-referenced-by-count":4,"title":["Data Preprocessing for ANN-based Industrial Time-Series Forecasting with Imbalanced Data"],"prefix":"10.23919","author":[{"given":"Ivan","family":"Pisa","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ignacio","family":"Santin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jose Lopez","family":"Vicario","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Antoni","family":"Morell","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ramon","family":"Vilanova","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1111\/exsy.12081"},{"key":"ref11","article-title":"Evaluating preprocessing strategies for time series prediction using deep learning architectures","author":"naduvil-vadukootu","year":"2017","journal-title":"The Thirtieth International Flairs Conference"},{"key":"ref12","doi-asserted-by":"crossref","DOI":"10.2166\/9781780401171","author":"gernaey","year":"2014","journal-title":"Benchmarking of Control Strategies for Wastewater Treatment Plants"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.conengprac.2016.01.005"},{"key":"ref14","volume":"1","author":"goodfellow","year":"2016","journal-title":"Deep Learning"},{"key":"ref15","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-319-10247-4","author":"garc\u00eda","year":"2015","journal-title":"Data Preprocessing in Data Mining"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.csda.2017.11.003"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1007\/s41060-017-0044-3"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.conengprac.2017.09.018"},{"key":"ref6","article-title":"ADASYN: Adaptive Synthetic Sampling Approach for Imbalanced Learning","author":"he","year":"2008","journal-title":"IEEE International Joint Conference on Neural Networks"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2018.07.011"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1613\/jair.953"},{"key":"ref7","article-title":"Analysis of Data Preprocessing Increasing the Oversampling Ratio for Extremely Imbalanced Big Data Classification","author":"del r\u00edo","year":"2015","journal-title":"Trustcom\/BigDataSE\/ISPA"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MIE.2017.2649104"},{"key":"ref1","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-319-57870-5_5","article-title":"Technology Roadmap for Industry 4.0","author":"sarvari","year":"2018","journal-title":"Industry 4 0 Managing The Digital Transformation"},{"key":"ref9","article-title":"SMOTE for regression","author":"torgo","year":"2013","journal-title":"Portuguese conference on Artificial Intelligence"}],"event":{"name":"2019 27th European Signal Processing Conference (EUSIPCO)","start":{"date-parts":[[2019,9,2]]},"location":"A Coruna, Spain","end":{"date-parts":[[2019,9,6]]}},"container-title":["2019 27th European Signal Processing Conference (EUSIPCO)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8893974\/8902336\/08902682.pdf?arnumber=8902682","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,23]],"date-time":"2023-09-23T09:21:47Z","timestamp":1695460907000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8902682\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,9]]},"references-count":16,"URL":"https:\/\/doi.org\/10.23919\/eusipco.2019.8902682","relation":{},"subject":[],"published":{"date-parts":[[2019,9]]}}}