{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,3]],"date-time":"2026-06-03T15:56:11Z","timestamp":1780502171788,"version":"3.54.1"},"reference-count":141,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"Telkom Indonesia, Ltd."},{"DOI":"10.13039\/501100018970","name":"Universitas Telkom","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100018970","id-type":"DOI","asserted-by":"publisher"}]},{"name":"School of Electrical Engineering, Telkom University"},{"name":"Telkom Corporate University"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/access.2025.3634554","type":"journal-article","created":{"date-parts":[[2025,11,19]],"date-time":"2025-11-19T18:46:49Z","timestamp":1763578009000},"page":"201098-201124","source":"Crossref","is-referenced-by-count":1,"title":["A Systematic Literature Review on Machine Learning for Network Reliability in Telecommunications Industry"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0426-3049","authenticated-orcid":false,"given":"Himawan","family":"Nurcahyanto","sequence":"first","affiliation":[{"name":"PT Telkom Indonesia (Tbk), South Jakarta, Jakarta, Indonesia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4829-3266","authenticated-orcid":false,"given":"Indrarini Dyah","family":"Irawati","sequence":"additional","affiliation":[{"name":"Telkom University, Bandung, West Java, Indonesia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gunadi","family":"Dwi Hantoro","sequence":"additional","affiliation":[{"name":"PT Telkom Indonesia (Tbk), South Jakarta, Jakarta, Indonesia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5608-4723","authenticated-orcid":false,"given":"Yudha","family":"Purwanto","sequence":"additional","affiliation":[{"name":"Telkom University, Bandung, West Java, Indonesia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Muhammad","family":"Awaluddin","sequence":"additional","affiliation":[{"name":"PT Telkom Indonesia (Tbk), South Jakarta, Jakarta, Indonesia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1155\/2022\/1874237"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3390\/electronics10151808"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/jiot.2023.3277590"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/access.2021.3091328"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.35940\/ijitee.k1357.0981119"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/s11301-023-00335-7"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s11277-020-07880-4"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/mcom.2018.1800173"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s42452-023-05389-6"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/access.2024.3349950"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/access.2024.3445281"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1515\/joc-2022-0064"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.24425\/opelre.2021.135826"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1515\/joc-2020-0254"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2020.113779"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.3390\/app12168270"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-16-2877-1_55"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/access.2019.2914999"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1088\/1757-899x\/768\/5\/052070"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.4018\/ijcini.2020010101"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-15-0324-5_20"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-97610-1_55"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.5220\/0010749300003116"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-30229-9_18"},{"issue":"2","key":"ref25","first-page":"644","article-title":"Telco customer churn prediction using ML models","volume":"12","author":"Wanikar","year":"2024","journal-title":"Int. J. Intell. Syst. Appl. Eng."},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-19562-5_20"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.11591\/ijeecs.v25.i1.pp488-495"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/s00607-021-00908-y"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-023-44396-w"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-71892-3_14"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1287\/mksc.2020.1229"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/iconat57137.2023.10080425"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1080\/01605682.2020.1776166"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2022.118177"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-20257-6_25"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2018.11.072"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/access.2024.3429559"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijin.2023.05.005"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.11591\/ijeecs.v26.i1.pp539-549"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.11591\/ijece.v10i2.pp1406-1421"},{"issue":"172","key":"ref41","first-page":"1","article-title":"Optimization with non-differentiable constraints with applications to fairness, recall, churn, and other goals","volume":"20","author":"Cotter","year":"2018","journal-title":"J. Mach. Learn. Res."},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/aict50176.2020.9368784"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1364\/jocn.391544"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/tse.2019.2930977"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/tsmc.2017.2754287"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-68080-0_12"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/jlt.2023.3303908"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/access.2022.3209811"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.24425\/ijet.2022.143886"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/2193\/1\/012055"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1515\/joc-2021-0200"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1515\/joc-2020-0299"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/lcomm.2022.3218530"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-19-2397-5_52"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1007\/s11082-023-06131-7"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1002\/net.22274"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1155\/je\/2869043"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.22441\/sinergi.2025.1.012"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2017.05.028"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.3390\/electronics11234065"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1515\/joc-2022-0024"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/tg.2022.3173399"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1007\/s11235-020-00727-0"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-019-0191-6"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1002\/widm.1338"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijinfomgt.2018.08.015"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1155\/2022\/4720539"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1002\/cpe.6627"},{"issue":"2","key":"ref69","first-page":"71","article-title":"A taxonomy-based comparison of FTTH network implementation costs","volume":"14","author":"Asgarirad","year":"2020","journal-title":"Majlesi J. Electr. Eng."},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1016\/j.molstruc.2020.129727"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/2627\/1\/012008"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1007\/s11235-022-00971-6"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/1962\/1\/012004"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1002\/cae.22159"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/icaiic64266.2025.10920738"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1109\/access.2024.3399476"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1109\/access.2023.3326722"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1109\/access.2022.3214310"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1109\/access.2020.2969525"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1109\/access.2024.3411717"},{"issue":"10","key":"ref81","first-page":"2301","article-title":"Optical amplifiers for reach extension of passive optical network for rural settlements","volume":"99","author":"Tussupov","year":"2021","journal-title":"J. Theor. Appl. Inf. Technol."},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-15-9938-5_6"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.11159\/icmie24.150"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.52549\/ijeei.v11i3.4919"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1364\/jocn.450904"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1364\/jocn.560139"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1109\/atnt61688.2024.10719058"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1109\/ieem50564.2021.9672797"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1109\/ies55876.2022.9888411"},{"issue":"4","key":"ref90","first-page":"1671","article-title":"Fiber monitoring and leakage detection in fiber optic cable","volume":"9","author":"Karthikeyan","year":"2020","journal-title":"Int. J. Sci. Technol. Res."},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijleo.2021.168408"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1109\/jsen.2025.3556630"},{"key":"ref93","first-page":"1","article-title":"Why Telco companies in Indonesia using social media monitoring as a way to handle feedback","volume":"2019","author":"Lestari","year":"2019","journal-title":"Library Philosophy Pract."},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.1364\/jocn.495718"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.1109\/jsen.2024.3513443"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.1364\/jocn.479756"},{"key":"ref97","doi-asserted-by":"publisher","DOI":"10.1364\/jocn.439241"},{"key":"ref98","doi-asserted-by":"publisher","DOI":"10.1515\/joc-2017-0054"},{"key":"ref99","doi-asserted-by":"publisher","DOI":"10.1109\/lpt.2024.3426594"},{"key":"ref100","doi-asserted-by":"publisher","DOI":"10.1109\/access.2023.3271142"},{"key":"ref101","doi-asserted-by":"publisher","DOI":"10.3390\/photonics9080560"},{"key":"ref102","doi-asserted-by":"publisher","DOI":"10.1364\/jocn.423034"},{"key":"ref103","doi-asserted-by":"publisher","DOI":"10.1364\/jocn.391803"},{"issue":"3","key":"ref104","first-page":"311","article-title":"Analysis of FSO and optical fiber based hybrid network using high speed WDM transmission","volume":"17","author":"Rahman","year":"2022","journal-title":"Int. J. Microw. Opt. Technol."},{"key":"ref105","doi-asserted-by":"publisher","DOI":"10.1109\/jlt.2022.3233366"},{"key":"ref106","doi-asserted-by":"publisher","DOI":"10.1109\/mcom.001.2100280"},{"key":"ref107","doi-asserted-by":"publisher","DOI":"10.1109\/mcom.001.2300361"},{"key":"ref108","doi-asserted-by":"publisher","DOI":"10.1109\/lcomm.2017.2776917"},{"key":"ref109","doi-asserted-by":"publisher","DOI":"10.12720\/jcm.14.5.381-389"},{"key":"ref110","doi-asserted-by":"publisher","DOI":"10.1109\/tcomm.2020.3020572"},{"key":"ref111","doi-asserted-by":"publisher","DOI":"10.1515\/joc-2022-0122"},{"key":"ref112","doi-asserted-by":"publisher","DOI":"10.1109\/tg.2020.2992282"},{"key":"ref113","doi-asserted-by":"publisher","DOI":"10.1364\/jocn.415806"},{"key":"ref114","doi-asserted-by":"publisher","DOI":"10.4018\/joeuc.20211101.oa8"},{"key":"ref115","doi-asserted-by":"publisher","DOI":"10.1108\/ijppm-01-2019-0018"},{"key":"ref116","doi-asserted-by":"publisher","DOI":"10.1016\/j.jretconser.2020.102139"},{"key":"ref117","doi-asserted-by":"publisher","DOI":"10.1080\/0951192x.2019.1575982"},{"issue":"1","key":"ref118","first-page":"1","article-title":"The implication of business partnership, company asset and strategic innovation to business valuation of digital industry in Indonesia","volume":"18","author":"Witjara","year":"2019","journal-title":"Acad. Strategic Manage. J."},{"key":"ref119","doi-asserted-by":"publisher","DOI":"10.1109\/access.2020.3042657"},{"key":"ref120","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2019.1693660"},{"key":"ref121","doi-asserted-by":"publisher","DOI":"10.1155\/2022\/1703696"},{"key":"ref122","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-023-00721-8"},{"key":"ref123","doi-asserted-by":"publisher","DOI":"10.1109\/access.2021.3073776"},{"key":"ref124","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2020.106164"},{"key":"ref125","doi-asserted-by":"publisher","DOI":"10.1109\/access.2024.3402092"},{"key":"ref126","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbusres.2018.03.003"},{"key":"ref127","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbusres.2021.01.022"},{"key":"ref128","doi-asserted-by":"publisher","DOI":"10.1109\/mcom.006.2200693"},{"key":"ref129","doi-asserted-by":"publisher","DOI":"10.1109\/tcomm.2024.3384933"},{"key":"ref130","doi-asserted-by":"publisher","DOI":"10.1155\/2022\/9028580"},{"key":"ref131","doi-asserted-by":"publisher","DOI":"10.2196\/53921"},{"key":"ref132","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijindorg.2022.102901"},{"key":"ref133","doi-asserted-by":"publisher","DOI":"10.1504\/ijmcdm.2019.106917"},{"key":"ref134","doi-asserted-by":"publisher","DOI":"10.1016\/j.telpol.2019.101875"},{"key":"ref135","doi-asserted-by":"publisher","DOI":"10.33168\/jliss.2024.0605"},{"key":"ref136","doi-asserted-by":"publisher","DOI":"10.1109\/iccsce61582.2024.10696413"},{"key":"ref137","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-96-4613-5_25"},{"key":"ref138","doi-asserted-by":"publisher","DOI":"10.3390\/app12083928"},{"key":"ref139","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/1933\/1\/012107"},{"key":"ref140","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-15-5029-4_9"},{"key":"ref141","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/2998\/1\/012025"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10820123\/11258896.pdf?arnumber=11258896","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,3]],"date-time":"2025-12-03T18:43:34Z","timestamp":1764787414000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11258896\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":141,"URL":"https:\/\/doi.org\/10.1109\/access.2025.3634554","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}