{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,2]],"date-time":"2025-10-02T00:13:17Z","timestamp":1759363997730,"version":"build-2065373602"},"publisher-location":"Cham","reference-count":17,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783032027276","type":"print"},{"value":"9783032027283","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"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":[[2026]]},"DOI":"10.1007\/978-3-032-02728-3_33","type":"book-chapter","created":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:03:13Z","timestamp":1759276993000},"page":"412-425","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Smart Incident Prediction from\u00a0NOC Alert Events in\u00a0Digital TV Broadcasting Networks"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7514-7451","authenticated-orcid":false,"given":"Francisco-Javier","family":"Gonz\u00e1lez-Serrano","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4474-7195","authenticated-orcid":false,"given":"Lorena","family":"\u00c1lvarez-P\u00e9rez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4265-821X","authenticated-orcid":false,"given":"Harold","family":"Molina-Bulla","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9593-0638","authenticated-orcid":false,"given":"Marcelino","family":"L\u00e1zaro","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,10,1]]},"reference":[{"key":"33_CR1","doi-asserted-by":"publisher","first-page":"27881","DOI":"10.1109\/ACCESS.2022.3157738","volume":"10","author":"D Shahjee","year":"2022","unstructured":"Shahjee, D., Ware, N.: Integrated network and security operation center: a systematic analysis. IEEE Access 10, 27881\u201327898 (2022)","journal-title":"IEEE Access"},{"key":"33_CR2","doi-asserted-by":"publisher","first-page":"38","DOI":"10.1016\/j.inffus.2018.01.011","volume":"45","author":"S Salah","year":"2019","unstructured":"Salah, S., Maci\u00e1-Fern\u00e1ndez, G., D\u00edaz-Verdejo, J.E.: Fusing information from tickets and alerts to improve the incident resolution process. Inf. Fusion 45, 38\u201352 (2019)","journal-title":"Inf. Fusion"},{"key":"33_CR3","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.eswa.2020.113526","volume":"158","author":"AJ Garc\u00eda","year":"2020","unstructured":"Garc\u00eda, A.J., Toril, M., Oliver, P., Luna-Ram\u00edrez, S., Ortiz, M.: Automatic alarm prioritization by data mining for fault management in cellular networks. Expert Syst. Appl. 158, 1\u201310 (2020)","journal-title":"Expert Syst. Appl."},{"key":"33_CR4","doi-asserted-by":"publisher","first-page":"274","DOI":"10.1016\/j.isatra.2018.10.032","volume":"85","author":"S Cai","year":"2019","unstructured":"Cai, S., Palazoglu, A., Zhan, L., Jinqiu, H.: Process alarm prediction using deep learning and word embedding methods. ISA Trans. 85, 274\u2013283 (2019)","journal-title":"ISA Trans."},{"key":"33_CR5","first-page":"1137","volume":"3","author":"Y Bengio","year":"2003","unstructured":"Bengio, Y., Ducharme, R., Vincent, P., Janvin, C.: A neural probabilistic language model. J. Mach. Learn. Res. 3, 1137\u20131155 (2003)","journal-title":"J. Mach. Learn. Res."},{"key":"33_CR6","doi-asserted-by":"crossref","unstructured":"Abreu, K.M.M., Reis, J.C.S., dos Santos, A.G., Zucchi, G.: Explainable machine learning for alarm prediction. In Proceedings of International Conference on Industrial Applications of AI (2023)","DOI":"10.5220\/0012625000003690"},{"issue":"4","key":"33_CR7","first-page":"1234","volume":"18","author":"DD Pezze","year":"2021","unstructured":"Pezze, D.D., Masiero, C., Tosato, D., Beghi, A., Susto, G.A.: Formula: a deep-learning approach for rare-alarm prediction in industrial equipment. IEEE Trans. Autom. Sci. Eng. 18(4), 1234\u20131245 (2021)","journal-title":"IEEE Trans. Autom. Sci. Eng."},{"issue":"2","key":"33_CR8","doi-asserted-by":"publisher","first-page":"1925","DOI":"10.1109\/TNSM.2021.3052093","volume":"18","author":"M Boldt","year":"2021","unstructured":"Boldt, M., Ickin, S., Borg, A., Kulyk, V., Gustafsson, J.: Alarm prediction in cellular base stations using data-driven methods. IEEE Trans. Netw. Serv. Manag. 18(2), 1925\u20131935 (2021)","journal-title":"IEEE Trans. Netw. Serv. Manag."},{"key":"33_CR9","first-page":"2493","volume":"12","author":"R Collobert","year":"2011","unstructured":"Collobert, R., Weston, J., Bottou, L., Karlen, M., Kavukcuoglu, K., Kuksa, P.: Natural language processing (almost) from scratch. J. Mach. Learn. Res. 12, 2493\u20132537 (2011)","journal-title":"J. Mach. Learn. Res."},{"key":"33_CR10","doi-asserted-by":"crossref","unstructured":"Cer, D., et al.: Universal Sentence Encoder. arXiv: 1803.11175v2 (2018)","DOI":"10.18653\/v1\/D18-2029"},{"issue":"11","key":"33_CR11","doi-asserted-by":"publisher","first-page":"1424","DOI":"10.1109\/TKDE.2004.77","volume":"16","author":"J Pei","year":"2004","unstructured":"Pei, J., Han, J., Mortazavi-Asl, B., Wang, J., Pinto, H., Chen, Q.: Mining sequential patterns by pattern-growth: the PrefixSpan approach. IEEE Trans. Knowl. Data Eng. 16(11), 1424\u20131440 (2004)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"issue":"7","key":"33_CR12","doi-asserted-by":"publisher","first-page":"3524","DOI":"10.1109\/TCYB.2019.2913572","volume":"51","author":"M L\u00e1zaro","year":"2021","unstructured":"L\u00e1zaro, M., Figueiras-Vidal, A.R.: A bayes risk minimization machine for example-dependent cost classification. IEEE Trans. Cybern. 51(7), 3524\u20133534 (2021)","journal-title":"IEEE Trans. Cybern."},{"key":"33_CR13","unstructured":"Ke, G., et al.: LightGBM: a highly efficient gradient boosting decision tree. In: Advances in Neural Information Processing Systems (NeurIPS), pp. 3146\u20133154 (2017)"},{"key":"33_CR14","doi-asserted-by":"crossref","unstructured":"Guti\u00e9rrez-Lopez, A., Gonz\u00e1lez-Serrano, F.J., Figueiras-Vidal, A.R.: Optimum Bayesian thresholds for rebalanced classification problems using class-switching ensembles. Pattern Recogn. 135, 109158 (2023)","DOI":"10.1016\/j.patcog.2022.109158"},{"issue":"2","key":"33_CR15","first-page":"1034","volume":"53","author":"Y Zhao","year":"2023","unstructured":"Zhao, Y., Yu, H., Zhang, J.: Information-theory-based nondominated sorting ant colony optimization for multiobjective feature selection in classification. IEEE Trans. Cybern. 53(2), 1034\u20131047 (2023)","journal-title":"IEEE Trans. Cybern."},{"key":"33_CR16","first-page":"119","volume":"634","author":"X Wang","year":"2023","unstructured":"Wang, X., Wu, X., Zhang, L.: A length-adaptive non-dominated sorting genetic algorithm for bi-objective high-dimensional feature selection. Inf. Sci. 634, 119\u2013139 (2023)","journal-title":"Inf. Sci."},{"issue":"6","key":"33_CR17","first-page":"1213","volume":"26","author":"Q Zhang","year":"2022","unstructured":"Zhang, Q., Chen, W.-N., Zhang, J.: Competition-driven multimodal multiobjective optimization and its application to feature selection for credit card fraud detection. IEEE Trans. Evol. Comput. 26(6), 1213\u20131227 (2022)","journal-title":"IEEE Trans. Evol. Comput."}],"container-title":["Lecture Notes in Computer Science","Advances in Computational Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-032-02728-3_33","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:03:16Z","timestamp":1759276996000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-032-02728-3_33"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,10,1]]},"ISBN":["9783032027276","9783032027283"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-032-02728-3_33","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,10,1]]},"assertion":[{"value":"1 October 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"The authors have no competing interests to declare\u00a0that are relevant to the content of this article.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Disclosure of Interests"}},{"value":"IWANN","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Work-Conference on Artificial Neural Networks","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"A Coru\u00f1a","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Spain","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16 June 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18 June 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iwann2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/iwann.uma.es\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}