{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,30]],"date-time":"2025-05-30T06:09:19Z","timestamp":1748585359898,"version":"3.40.3"},"publisher-location":"Singapore","reference-count":13,"publisher":"Springer Nature Singapore","isbn-type":[{"type":"print","value":"9789819947515"},{"type":"electronic","value":"9789819947522"}],"license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"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":[[2023]]},"DOI":"10.1007\/978-981-99-4752-2_67","type":"book-chapter","created":{"date-parts":[[2023,7,30]],"date-time":"2023-07-30T16:02:10Z","timestamp":1690732930000},"page":"817-827","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Sliding Window GBDT for Electricity Demand Forecasting"],"prefix":"10.1007","author":[{"given":"Qing","family":"Yin","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chengyu","family":"Sun","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Min","family":"Cao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yong","family":"Duan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rongrong","family":"Jia","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wenjin","family":"Yu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xin","family":"Yi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lu","family":"Yin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jiangsheng","family":"Huang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhihong","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2023,7,31]]},"reference":[{"issue":"9","key":"67_CR1","doi-asserted-by":"publisher","first-page":"1413","DOI":"10.1016\/j.energy.2009.06.034","volume":"34","author":"V Bianco","year":"2009","unstructured":"Bianco, V., Manca, O., Nardini, S.: Electricity consumption forecasting in Italy using linear regression models. Energy 34(9), 1413\u20131421 (2009)","journal-title":"Energy"},{"doi-asserted-by":"crossref","unstructured":"Gonz\u00e1lez-Briones, A., Hernandez, G., Corchado, J.M., Omatu, S., Saberi Mohamad, M.: Machine learning models for electricity consumption forecasting: a review. In: 2019 2nd International Conference on Computer Applications & Information Security (ICCAIS), pp. 1\u20136. IEEE (2019)","key":"67_CR2","DOI":"10.1109\/CAIS.2019.8769508"},{"doi-asserted-by":"crossref","unstructured":"Zhang, Y., Zhong, M., Geng, N., Jiang, Y.: Forecasting electric vehicles sales with univariate and multivariate time series models: the case of china. PloS One 12(5), e0176729 (2017)","key":"67_CR3","DOI":"10.1371\/journal.pone.0176729"},{"issue":"8","key":"67_CR4","doi-asserted-by":"publisher","first-page":"1735","DOI":"10.1162\/neco.1997.9.8.1735","volume":"9","author":"S Hochreiter","year":"1997","unstructured":"Hochreiter, S., Schmidhuber, J.: Long short-term memory. Neural Comput. 9(8), 1735\u20131780 (1997)","journal-title":"Neural Comput."},{"unstructured":"Zaremba, W., Sutskever, I., Vinyals, O.: Recurrent neural network regularization. arXiv preprint arXiv:1409.2329 (2014)","key":"67_CR5"},{"unstructured":"Shi, X., Chen, Z., Wang, H., Yeung, D.-Y., Wong, W., Woo, W.: Convolutional lstm network: A machine learning approach for precipitation nowcasting, June 2015","key":"67_CR6"},{"doi-asserted-by":"crossref","unstructured":"Torres, J.F., Mart\u00ednez-\u00c1lvarez, F., Troncoso, A.: A deep lstm network for the spanish electricity consumption forecasting. Neural Comput. Appl. 34(13), 10533\u201310545 (2022)","key":"67_CR7","DOI":"10.1007\/s00521-021-06773-2"},{"issue":"1","key":"67_CR8","volume":"702","author":"S Lv","year":"2021","unstructured":"Lv, S., Liu, G., Bai, X.: Multifeature pool importance fusion based gbdt (mpif-gbdt) for short-term electricity load prediction. IOP Conference Series: Earth and Environmental Science 702(1), 012012 (2021)","journal-title":"IOP Conference Series: Earth and Environmental Science"},{"doi-asserted-by":"crossref","unstructured":"Ahmad, A.S., Hassan, M.Y., Abdullah, Md.P., Rahman, H.A., Hussin, F., Abdullah, H., Saidur, R.: A review on applications of ann and svm for building electrical energy consumption forecasting. Renewable Sustainable Energy Rev. 33, 102\u2013109 (2014)","key":"67_CR9","DOI":"10.1016\/j.rser.2014.01.069"},{"doi-asserted-by":"crossref","unstructured":"Friedman, J.H.: Greedy function approximation: A gradient boosting machine. The Annals of Statistics, October 2002","key":"67_CR10","DOI":"10.1214\/aos\/1013203451"},{"doi-asserted-by":"crossref","unstructured":"Chen, T., Guestrin, C.: Xgboost: a scalable tree boosting system. In: Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, August 2016","key":"67_CR11","DOI":"10.1145\/2939672.2939785"},{"unstructured":"Ke, G., et al.: Lightgbm: a highly efficient gradient boosting decision tree, December 2017","key":"67_CR12"},{"unstructured":"Dorogush, A.V., Ershov, V., Gulin, A.: Catboost: gradient boosting with categorical features support, October 2018","key":"67_CR13"}],"container-title":["Lecture Notes in Computer Science","Advanced Intelligent Computing Technology and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-99-4752-2_67","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,1]],"date-time":"2023-08-01T23:16:44Z","timestamp":1690931804000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-99-4752-2_67"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"ISBN":["9789819947515","9789819947522"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-981-99-4752-2_67","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2023]]},"assertion":[{"value":"31 July 2023","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICIC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Intelligent Computing","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Zhengzhou","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":"2023","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"10 August 2023","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13 August 2023","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icic2023a","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.ic-icc.cn\/2023\/index.htm","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}