{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,7]],"date-time":"2026-04-07T11:56:06Z","timestamp":1775562966896,"version":"3.50.1"},"reference-count":21,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2026,3,1]],"date-time":"2026-03-01T00:00:00Z","timestamp":1772323200000},"content-version":"vor","delay-in-days":59,"URL":"http:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Procedia Computer Science"],"published-print":{"date-parts":[[2026]]},"DOI":"10.1016\/j.procs.2026.02.470","type":"journal-article","created":{"date-parts":[[2026,3,24]],"date-time":"2026-03-24T12:39:40Z","timestamp":1774355980000},"page":"332-339","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":0,"special_numbering":"C","title":["A regression-based method for estimating the number of power poles in areas of electricity consumption regulation"],"prefix":"10.1016","volume":"278","author":[{"given":"Patrick C\u00e2mara","family":"Araujo","sequence":"first","affiliation":[]},{"given":"Pedro","family":"Bernhard","sequence":"additional","affiliation":[]},{"given":"Thiago Paiva","family":"Freire","sequence":"additional","affiliation":[]},{"given":"Joana","family":"Silva","sequence":"additional","affiliation":[]},{"given":"Eduardo","family":"Dutra","sequence":"additional","affiliation":[]},{"given":"Levi Carvalho","family":"dos Santos","sequence":"additional","affiliation":[]},{"given":"Weslley","family":"Kelson","sequence":"additional","affiliation":[]},{"given":"Italo Francyles","family":"Silva","sequence":"additional","affiliation":[]},{"given":"Jo\u00e3o Dallyson","family":"Almeida","sequence":"additional","affiliation":[]},{"given":"Luis","family":"Rivero","sequence":"additional","affiliation":[]},{"given":"Arist\u00f3fanes","family":"Silva","sequence":"additional","affiliation":[]},{"given":"Auriane","family":"Santos","sequence":"additional","affiliation":[]},{"given":"Carlos","family":"Moura","sequence":"additional","affiliation":[]},{"given":"Lucas","family":"Pinheiro","sequence":"additional","affiliation":[]},{"given":"Matheus","family":"Menezes","sequence":"additional","affiliation":[]}],"member":"78","reference":[{"issue":"2","key":"10.1016\/j.procs.2026.02.470_bib1","doi-asserted-by":"crossref","first-page":"25","DOI":"10.48005\/2237-3713rta2023v12n2p2537","article-title":"\u201cNTL - Concessionaires Vision\u2013Tariff Aspects\u201d","volume":"12","author":"Becker","year":"2023","journal-title":"Revista de Tecnologia Aplicada"},{"key":"10.1016\/j.procs.2026.02.470_bib2","unstructured":"Cardoso, Andr\u00e9 Luiz Martins. (2023) \u201cEstimativa de perdas n\u00e3o t\u00e9cnicas de \u00e1reas em vulnerabilidade social e proposi\u00e7\u00e3o de mitiga\u00e7\u00e3o com base no marco legal da microgera\u00e7\u00e3o e minigera\u00e7\u00e3o distribu\u00edda\u201d Bachelor\u2019s Thesis, University of Vale do Rio dos Sinos (UNISINOS). S\u00e3o Leopoldo. Available at: https:\/\/repositorio.jesuita.org.br\/bitstream\/handle\/UNISINOS\/13028\/Andr%C3%A9%20Luiz%20Martins%20Cardoso.pdf?sequence=1"},{"key":"10.1016\/j.procs.2026.02.470_bib3","unstructured":"Sousa, Jo\u00e3o de, Marcos Julio Rider Flores, and Jos\u00e9 Roberto Sanches Mantovani. (2011) \u201cPlanejamento de Sistemas de Distribui\u00e7\u00e3o de Energia El\u00e9trica Atrav\u00e9s de um Modelo de Otimiza\u00e7\u00e3o Cl\u00e1ssica.\u201d XIII Simp\u00f3sio Brasileiro de Pesquisa Operacional, 15 a 18 de agosto de 2011, S\u00e3o Paulo, SP. Available at: http:\/\/www.din.uem.br\/sbpo\/sbpo2011\/pdcf\/87645.pdf"},{"issue":"20","key":"10.1016\/j.procs.2026.02.470_bib4","doi-asserted-by":"crossref","first-page":"4748","DOI":"10.1080\/01431161.2016.1219462","article-title":"\u201cIdentification of Pole-like Structures from Mobile Lidar Data of Complex Road Environment.\u201d","volume":"37","author":"Yadav","year":"2016","journal-title":"International Journal of Remote Sensing"},{"issue":"8","key":"10.1016\/j.procs.2026.02.470_bib5","doi-asserted-by":"crossref","first-page":"2484","DOI":"10.3390\/s18082484","article-title":"\"Using Deep Learning to Identify Utility Poles with Crossarms and Estimate Their Locations from Google Street View Images\"","volume":"18","author":"Zhang","year":"2018","journal-title":"Sensors"},{"key":"10.1016\/j.procs.2026.02.470_bib6","doi-asserted-by":"crossref","unstructured":"Chen, Binghuang, and Xiren Miao. (2019) \u201cDistribution Line Pole Detection and Counting Based on YOLO Using UAV Inspection Line Video.\u201d Journal of Electrical Engineering and Technology","DOI":"10.1007\/s42835-019-00230-w"},{"key":"10.1016\/j.procs.2026.02.470_bib7","doi-asserted-by":"crossref","unstructured":"Shokri, D., H. Rastiveis, A. Shams, W. A. Sarasua. (2019) \u201cUtility Poles Extraction from Mobile Lidar Data in Urban Area Based on Density Information.\u201d The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences XLII-4\/W18: 1001-1007","DOI":"10.5194\/isprs-archives-XLII-4-W18-1001-2019"},{"key":"10.1016\/j.procs.2026.02.470_bib8","unstructured":"Cormen, Thomas H., Charles E. Leiserson, Ronald L. Rivest, and Clifford Stein. (2009) \u201cIntroduction to Algorithms\u201d MIT Press."},{"key":"10.1016\/j.procs.2026.02.470_bib9","unstructured":"Ester, Martin, Hans-Peter Kriegel, J\u00f6rg Sander, and Xiaowei Xu. (1996) \u201cA density-based algorithm for discovering clusters in large spatial databases with noise.\u201d In Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (KDD\u201996) AAAI Press: 226\u2013231."},{"key":"10.1016\/j.procs.2026.02.470_bib10","unstructured":"MacQueen, James. (1967) \"Some methods for classification and analysis of multivariate observations.\" In Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability, Volume 1: Statistics, University of California Press: 281\u2013298."},{"key":"10.1016\/j.procs.2026.02.470_bib11","doi-asserted-by":"crossref","first-page":"104293","DOI":"10.1016\/j.micpro.2021.104293","article-title":"\u201cAn optimal intrusion detection system using recursive feature elimination and ensemble of classifiers\u201d","volume":"85","author":"Sharma","year":"2021","journal-title":"Microprocessors and Microsystems"},{"issue":"3","key":"10.1016\/j.procs.2026.02.470_bib12","doi-asserted-by":"crossref","first-page":"3035","DOI":"10.1007\/s10639-024-12919-1","article-title":"\u201cArtificial intelligence applications in education: Natural language processing in detecting misconceptions.\u201d","volume":"30","author":"K\u00f6kver","year":"2025","journal-title":"Education and Information Technologies"},{"key":"10.1016\/j.procs.2026.02.470_bib13","doi-asserted-by":"crossref","unstructured":"Akiba, Takuya, Shotaro Sano, Toshihiko Yanase, Takeru Ohta, and Masanori Koyama. (2019) \u201cOptuna: A Next-generation Hyperparameter Optimization Framework.\u201d Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining 2623\u20132631.","DOI":"10.1145\/3292500.3330701"},{"key":"10.1016\/j.procs.2026.02.470_bib14","first-page":"785","article-title":"\u201cXGBoost: A Scalable Tree Boosting System\u201d","author":"Chen","year":"2016","journal-title":"Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining"},{"key":"10.1016\/j.procs.2026.02.470_bib15","unstructured":"Drucker, Harris, Christopher J. C. Burges, Linda Kaufman, Alexander J. Smola, and V. Vapnik. (1997) \u201cSupport vector regression machines.\u201d Adv Neural Inform Process Syst 28: 779-784"},{"issue":"1","key":"10.1016\/j.procs.2026.02.470_bib16","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1023\/A:1010933404324","article-title":"\u201cRandom Forests.\u201d","volume":"45","author":"Breiman","year":"2001","journal-title":"Machine Learning"},{"key":"10.1016\/j.procs.2026.02.470_bib17","unstructured":"SS, Sidharth, Keerthana AR, Gokul R, and Anas KP. (2024) \u201cChebyshev Polynomial-Based Kolmogorov-Arnold Networks: An Efficient Architecture for Nonlinear Function Approximation\u201d arXiv:2405.07200."},{"key":"10.1016\/j.procs.2026.02.470_bib18","doi-asserted-by":"crossref","unstructured":"Hodson, T. O. (2022) \u201cRoot-mean-square error (RMSE) or mean absolute error (MAE): when to use them or not\u201d Geoscientific Model Development 15(14): 5481-5487","DOI":"10.5194\/gmd-15-5481-2022"},{"issue":"8","key":"10.1016\/j.procs.2026.02.470_bib19","doi-asserted-by":"crossref","first-page":"1586","DOI":"10.1109\/TKDE.2019.2912815","article-title":"\u201cReliable Accuracy Estimates from k-Fold Cross Validation\u201d","volume":"32","author":"Wong","year":"2020","journal-title":"IEEE Transactions on Knowledge and Data Engineering"},{"key":"10.1016\/j.procs.2026.02.470_bib20","series-title":"\u201cDeep Learning.\u201d MIT Press","author":"Goodfellow","year":"2016"},{"key":"10.1016\/j.procs.2026.02.470_bib21","unstructured":"Loshchilov, Ilya, and Frank Hutter. (2019) \u201cDecoupled Weight Decay Regularization.\u201d arXiv, 1711.05101."}],"container-title":["Procedia Computer Science"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1877050926005910?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1877050926005910?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2026,4,7]],"date-time":"2026-04-07T11:09:55Z","timestamp":1775560195000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S1877050926005910"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":21,"alternative-id":["S1877050926005910"],"URL":"https:\/\/doi.org\/10.1016\/j.procs.2026.02.470","relation":{},"ISSN":["1877-0509"],"issn-type":[{"value":"1877-0509","type":"print"}],"subject":[],"published":{"date-parts":[[2026]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"A regression-based method for estimating the number of power poles in areas of electricity consumption regulation","name":"articletitle","label":"Article Title"},{"value":"Procedia Computer Science","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.procs.2026.02.470","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2026 Published by Elsevier B.V.","name":"copyright","label":"Copyright"}]}}