{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T17:34:40Z","timestamp":1742924080210,"version":"3.40.3"},"publisher-location":"Cham","reference-count":18,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783031206009"},{"type":"electronic","value":"9783031206016"}],"license":[{"start":{"date-parts":[[2022,11,18]],"date-time":"2022-11-18T00:00:00Z","timestamp":1668729600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,11,18]],"date-time":"2022-11-18T00:00:00Z","timestamp":1668729600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023]]},"DOI":"10.1007\/978-3-031-20601-6_1","type":"book-chapter","created":{"date-parts":[[2022,11,17]],"date-time":"2022-11-17T05:03:08Z","timestamp":1668661388000},"page":"3-13","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Anti-electricity Stealing Detection Based on Recurrent Neural Network"],"prefix":"10.1007","author":[{"given":"Wei-hao","family":"Xiao","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xu-hong","family":"Huang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nan","family":"Zhao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sheng-ping","family":"Tang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2022,11,18]]},"reference":[{"issue":"06","key":"1_CR1","doi-asserted-by":"publisher","first-page":"44","DOI":"10.19317\/j.cnki.1008-083x.2021.06.006","volume":"24","author":"Y Xihui","year":"2021","unstructured":"Xihui, Y., Jingzhao, Z., Yan, L., Aiwei, Z.: Electricity stealing recognition algorithm based on Autoencoding neural network and random forest [J]. Electric Power Big Data 24(06), 44\u201351 (2021). https:\/\/doi.org\/10.19317\/j.cnki.1008-083x.2021.06.006","journal-title":"Electric Power Big Data"},{"key":"1_CR2","doi-asserted-by":"publisher","unstructured":"Wang, X., Zhao, T., Liu, H., He, R.: Power consumption predicting and anomaly detection based on long short-term memory neural network. 2019 IEEE 4th International Conference on Cloud Computing and Big Data Analysis (ICCCBDA), pp. 487\u2013491 (2019). https:\/\/doi.org\/10.1109\/ICCCBDA.2019.8725704","DOI":"10.1109\/ICCCBDA.2019.8725704"},{"key":"1_CR3","doi-asserted-by":"publisher","unstructured":"Wei, W.: Research on the application of anti-electricity stealing platform based on big data analysis of electricity consumption information collection system [D]. Hebei University of Science and Technology (2020). https:\/\/doi.org\/10.27107\/d.cnki.ghbku.2020.000516","DOI":"10.27107\/d.cnki.ghbku.2020.000516"},{"issue":"21","key":"1_CR4","first-page":"43","volume":"55","author":"D Jian","year":"2018","unstructured":"Jian, D., Liu Xuan, L., Di Jizhe, W., Xuewei, W.: Research on the method of preventing electricity theft based on the collection of big data of electricity consumption information [J]. Electr. Measur. Instrum. 55(21), 43\u201349 (2018)","journal-title":"Electr. Measur. Instrum."},{"key":"1_CR5","doi-asserted-by":"publisher","unstructured":"Xu, M.: Research on intelligent electricity consumption information collection and analysis system based on big data [D]. Tianjin Vocational and Technical Normal University (2019).https:\/\/doi.org\/10.27711\/d.cnki.gtjgc.2019.000006","DOI":"10.27711\/d.cnki.gtjgc.2019.000006"},{"key":"1_CR6","unstructured":"Yan, L., Tongjia, W., Hanji, J., Wenwu, C., Chengzhe, D., Wenxin, H.: Analysis of anti-electrical stealing behavior based on big data of electricity consumption [C]. Proceedings of the 2017 \u201cElectronic Technology Application\u201d Smart Grid Conference. [Publisher unknown], pp. 447\u2013449 (2017)"},{"key":"1_CR7","doi-asserted-by":"publisher","unstructured":"Zu, Y.: Power quality analysis method based on electricity consumption information collection data [D]. Xi'an University of Technology (2020).https:\/\/doi.org\/10.27398\/d.cnki.gxalu.2020.000271","DOI":"10.27398\/d.cnki.gxalu.2020.000271"},{"key":"1_CR8","doi-asserted-by":"publisher","unstructured":"Cui, X. et al.: Two-step electricity theft detection strategy considering economic return based on convolutional Autoencoder and improved regression algorithm. In: IEEE Transactions on Power Systems. https:\/\/doi.org\/10.1109\/TPWRS.2021.3114307","DOI":"10.1109\/TPWRS.2021.3114307"},{"issue":"01","key":"1_CR9","first-page":"38","volume":"39","author":"W Hao","year":"2020","unstructured":"Hao, W., et al.: Application of Machine Learning Algorithms in Anti-theft Analysis [J]. Hebei Electric Power Technol. 39(01), 38\u201341 (2020)","journal-title":"Hebei Electric Power Technol."},{"key":"1_CR10","doi-asserted-by":"publisher","unstructured":"Pan, S., Hechuan, Z., Mingxing, Z., Guoliang, Z., Xiangbo, X.: Application research of wavelet neural network in anti-theft electricity system [J]. Comput. Technol. Autom. 39(3), 44\u201348 (2020).https:\/\/doi.org\/10.16339\/j.cnki.jsjsyzdh.202003009","DOI":"10.16339\/j.cnki.jsjsyzdh.202003009"},{"key":"1_CR11","unstructured":"Baohua, J., Mingxing, Z., Huaiguang, W., Yongsheng, S.: An anti-stealing prediction method based on electric power big data [J]. J. Light Indus. 35(4), 81\u201387+95 (2020)"},{"issue":"10","key":"1_CR12","doi-asserted-by":"publisher","first-page":"48","DOI":"10.19358\/j.issn.2096-5133.2021.10.008","volume":"40","author":"L Kan","year":"2021","unstructured":"Kan, L., Jiafeng, H., Gaoyan, C.: Regional short-term electricity consumption forecast based on LSTM-ARIMA combined model [J]. Inform. Technol. Netw. Secur. 40(10), 48\u201352 (2021). https:\/\/doi.org\/10.19358\/j.issn.2096-5133.2021.10.008","journal-title":"Inform. Technol. Netw. Secur."},{"issue":"02","key":"1_CR13","first-page":"10","volume":"25","author":"Q Hao","year":"2019","unstructured":"Hao, Q., Dai Qiaoyun, W., Jian, K.D., Xinbo, Y., Chen, C.: Research on anti-electricity stealing technology of variable structure BP neural network based on big data [J]. J. Jiangsu Inst. Technol. 25(02), 10\u201314 (2019)","journal-title":"J. Jiangsu Inst. Technol."},{"key":"1_CR14","first-page":"232","volume":"35","author":"L Fuyou","year":"2018","unstructured":"Fuyou, L.: Recognition method of electricity stealing behavior based on electricity consumption characteristics and data analysis [J]. Chem. Manag. 35, 232 (2018)","journal-title":"Chem. Manag."},{"key":"1_CR15","unstructured":"Chunming, S., Jianfeng, Z., Wenbo, Y., Yanwei, R.: Multi-dimensional electricity stealing identification technology based on electricity consumption characteristics [C]. Proceedings of the 2018 Smart Grid Information Construction Seminar. [Publisher unknown], pp. 187-188+193 (2018)"},{"key":"1_CR16","doi-asserted-by":"publisher","first-page":"50","DOI":"10.13882\/j.cnki.ncdqh.2018.02.030","volume":"2","author":"H Yanlong","year":"2018","unstructured":"Yanlong, H., Jianhua, S., Bo, W., Zengdong, L.: Exploration and practice of anti-stealing electricity with big data [J]. Rural Electrification 2, 50\u201351 (2018). https:\/\/doi.org\/10.13882\/j.cnki.ncdqh.2018.02.030","journal-title":"Rural Electrification"},{"issue":"04","key":"1_CR17","first-page":"498","volume":"28","author":"C Hanqi","year":"2017","unstructured":"Hanqi, C., et al.: Research on the analysis method of electricity stealing behavior based on the characteristics of electricity consumption data [J]. J. China Jiliang Univ. 28(04), 498\u2013503 (2017)","journal-title":"J. China Jiliang Univ."},{"key":"1_CR18","unstructured":"Zhou, S., Mingyu, P., Lu, Z., Weixian, W., Heping, T., Jie, Z., Xianglong, L., Yunqi, L.: Evaluation of anti-stealing electricity model based on big data analysis [C]. Proceedings of the 2017 Smart Grid Development Symposium. [Published Unknown], pp. 595\u2013600 (2017)"}],"container-title":["Lecture Notes on Data Engineering and Communications Technologies","Proceedings of the 8th International Conference on Advanced Intelligent Systems and Informatics 2022"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-20601-6_1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,11,17]],"date-time":"2022-11-17T05:04:37Z","timestamp":1668661477000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-20601-6_1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,11,18]]},"ISBN":["9783031206009","9783031206016"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-20601-6_1","relation":{},"ISSN":["2367-4512","2367-4520"],"issn-type":[{"type":"print","value":"2367-4512"},{"type":"electronic","value":"2367-4520"}],"subject":[],"published":{"date-parts":[[2022,11,18]]},"assertion":[{"value":"18 November 2022","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"AISI","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Advanced Intelligent Systems and Informatics","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Cairo","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Egypt","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2022","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 November 2022","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22 November 2022","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"aisi2022","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/egyptscience.net\/AISI2022\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}