{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,28]],"date-time":"2025-03-28T06:29:37Z","timestamp":1743143377144,"version":"3.40.3"},"publisher-location":"Cham","reference-count":27,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031790348"},{"type":"electronic","value":"9783031790355"}],"license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"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":[[2025]]},"DOI":"10.1007\/978-3-031-79035-5_23","type":"book-chapter","created":{"date-parts":[[2025,1,29]],"date-time":"2025-01-29T22:10:43Z","timestamp":1738188643000},"page":"335-345","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Integrating Tensor-Based Data Analytics and\u00a0Adaptive Prediction for\u00a0Informed Decision-Making Support"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9609-8724","authenticated-orcid":false,"given":"Betania","family":"Campello","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0290-0080","authenticated-orcid":false,"given":"Leonardo Tomazeli","family":"Duarte","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,1,30]]},"reference":[{"key":"23_CR1","doi-asserted-by":"crossref","unstructured":"Brans, J.P., Mareschal, B.: PROMETHEE methods. In: Multiple Criteria Decision Analysis: State of the Art Surveys, pp. 163\u2013186. Springer (2005)","DOI":"10.1007\/0-387-23081-5_5"},{"issue":"6","key":"23_CR2","doi-asserted-by":"publisher","first-page":"647","DOI":"10.1287\/mnsc.31.6.647","volume":"31","author":"JP Brans","year":"1985","unstructured":"Brans, J.P., Vincke, P.: A preference ranking organisation method: the PROMETHEE method for multiple criteria decision-making. Manage. Sci. 31(6), 647\u2013656 (1985)","journal-title":"Manage. Sci."},{"key":"23_CR3","doi-asserted-by":"crossref","unstructured":"Calvi, G.G., Lucic, V., Mandic, D.P.: Support tensor machine for financial forecasting. In: Proceedings of IEEE International Conference on Acoustics Speech Signal Process (ICASSP), pp. 8152\u20138156. IEEE (2019)","DOI":"10.1109\/ICASSP.2019.8683383"},{"key":"23_CR4","doi-asserted-by":"publisher","first-page":"108915","DOI":"10.1016\/j.cie.2022.108915","volume":"175","author":"BSC Campello","year":"2023","unstructured":"Campello, B.S.C., Duarte, L.T., Romano, J.M.T.: Exploiting temporal features in multicriteria decision analysis by means of a tensorial formulation of the topsis method. Comput. Ind. Eng. 175, 108915 (2023)","journal-title":"Comput. Ind. Eng."},{"key":"23_CR5","doi-asserted-by":"crossref","unstructured":"Campello, B.S.C., Duarte, L.T., Romano, J.M.: Adaptive prediction of financial time-series for decision-making using a tensorial aggregation approach. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 5435\u20135439 (2020)","DOI":"10.1109\/ICASSP40776.2020.9053788"},{"key":"23_CR6","doi-asserted-by":"publisher","first-page":"105462","DOI":"10.1016\/j.engappai.2022.105462","volume":"116","author":"BSC Campello","year":"2022","unstructured":"Campello, B.S.C., Duarte, L.T., Romano, J.M.T.: Dealing with multi-criteria decision analysis in time-evolving approach using a probabilistic prediction method. Eng. Appl. Artif. Intell. 116, 105462 (2022)","journal-title":"Eng. Appl. Artif. Intell."},{"key":"23_CR7","doi-asserted-by":"publisher","first-page":"52","DOI":"10.1016\/j.patrec.2023.08.016","volume":"174","author":"BSC Campello","year":"2023","unstructured":"Campello, B.S.C., Duarte, L.T., Romano, J.M.T.: Multicriteria decision support employing adaptive prediction in a tensor-based feature representation. Pattern Recogn. Lett. 174, 52\u201356 (2023)","journal-title":"Pattern Recogn. Lett."},{"issue":"2","key":"23_CR8","doi-asserted-by":"publisher","first-page":"145","DOI":"10.1109\/MSP.2013.2297439","volume":"32","author":"A Cichocki","year":"2015","unstructured":"Cichocki, A., et al.: Tensor decompositions for signal processing applications: From two-way to multiway component analysis. IEEE Signal Process. Mag. 32(2), 145\u2013163 (2015)","journal-title":"IEEE Signal Process. Mag."},{"issue":"2","key":"23_CR9","doi-asserted-by":"publisher","first-page":"293","DOI":"10.1109\/TEM.2017.2743064","volume":"65","author":"LT Duarte","year":"2017","unstructured":"Duarte, L.T.: A novel multicriteria decision aiding method based on unsupervised aggregation via the choquet integral. IEEE Trans. Eng. Manage. 65(2), 293\u2013302 (2017)","journal-title":"IEEE Trans. Eng. Manage."},{"key":"23_CR10","doi-asserted-by":"publisher","first-page":"10","DOI":"10.1016\/j.eiar.2018.11.002","volume":"76","author":"A Frini","year":"2019","unstructured":"Frini, A., BenAmor, S.: Mupom: a multi-criteria multi-period outranking method for decision-making in sustainable development context. Environ. Impact Assess. Rev. 76, 10\u201325 (2019)","journal-title":"Environ. Impact Assess. Rev."},{"key":"23_CR11","doi-asserted-by":"crossref","unstructured":"Greco, S., Figueira, J., Ehrgott, M.: Multiple criteria decision analysis, vol.\u00a037. Springer (2016)","DOI":"10.1007\/978-1-4939-3094-4"},{"issue":"12","key":"23_CR12","doi-asserted-by":"publisher","first-page":"1827","DOI":"10.1109\/LSP.2019.2951311","volume":"26","author":"MM Halimeh","year":"2019","unstructured":"Halimeh, M.M., Huemmer, C., Kellermann, W.: A neural network-based nonlinear acoustic echo canceller. IEEE Signal Process. Lett. 26(12), 1827\u20131831 (2019)","journal-title":"IEEE Signal Process. Lett."},{"key":"23_CR13","doi-asserted-by":"crossref","unstructured":"Keeney, R.L., Raiffa, H.: Decisions with Multiple Objectives: Preferences and Value Trade-offs. Cambridge university press (1993)","DOI":"10.1017\/CBO9781139174084"},{"issue":"1\/2","key":"23_CR14","doi-asserted-by":"publisher","first-page":"81","DOI":"10.2307\/2332226","volume":"30","author":"MG Kendall","year":"1938","unstructured":"Kendall, M.G.: A new measure of rank correlation. Biometrika 30(1\/2), 81\u201393 (1938)","journal-title":"Biometrika"},{"key":"23_CR15","doi-asserted-by":"crossref","unstructured":"Kroonenberg, P.M.: Applied Multiway Data Analysis, vol.\u00a0702. John Wiley & Sons (2008)","DOI":"10.1002\/9780470238004"},{"key":"23_CR16","doi-asserted-by":"publisher","first-page":"108426","DOI":"10.1016\/j.sigpro.2021.108426","volume":"194","author":"S Marano","year":"2022","unstructured":"Marano, S., Sayed, A.H.: Decision-making algorithms for learning and adaptation with application to COVID-19 data. Signal Process. 194, 108426 (2022)","journal-title":"Signal Process."},{"issue":"3\u20134","key":"23_CR17","doi-asserted-by":"publisher","first-page":"185","DOI":"10.1002\/mcda.1742","volume":"28","author":"Y Mouhib","year":"2021","unstructured":"Mouhib, Y., Frini, A.: TSMAA-TRI: a temporal multi-criteria sorting approach under uncertainty. J. Multi-Criteria Decis. Analy. 28(3\u20134), 185\u2013199 (2021)","journal-title":"J. Multi-Criteria Decis. Analy."},{"key":"23_CR18","doi-asserted-by":"crossref","unstructured":"Nagaraj, P., Deepalakshmi, P., Ijaz, M.F.: Optimized adaptive tree seed filter for a diabetes recommendation system\u2014bilevel performance improvement strategy for healthcare applications. In: Cognitive and Soft Computing Techniques for the Analysis of Healthcare Data, pp. 191\u2013202. Elsevier (2022)","DOI":"10.1016\/B978-0-323-85751-2.00010-4"},{"key":"23_CR19","doi-asserted-by":"publisher","first-page":"262","DOI":"10.1016\/j.eswa.2019.01.008","volume":"122","author":"GD Pelegrina","year":"2019","unstructured":"Pelegrina, G.D., Duarte, L.T., Romano, J.M.T.: Application of independent component analysis and TOPSIS to deal with dependent criteria in multicriteria decision problems. Expert Syst. Appl. 122, 262\u2013280 (2019)","journal-title":"Expert Syst. Appl."},{"key":"23_CR20","doi-asserted-by":"publisher","first-page":"108727","DOI":"10.1016\/j.asoc.2022.108727","volume":"120","author":"R Pelissari","year":"2022","unstructured":"Pelissari, R., Abackerli, A.J., Duarte, L.T.: Choquet capacity identification for multiple criteria sorting problems: a novel proposal based on stochastic acceptability multicriteria analysis. Appl. Soft Comput. 120, 108727 (2022)","journal-title":"Appl. Soft Comput."},{"key":"23_CR21","unstructured":"Romano, J.M.T., Attux, R., Cavalcante, C.C., Suyama, R.: Unsupervised Signal Processing: Channel Equalization and Source Separation. CRC Press (2011)"},{"key":"23_CR22","unstructured":"Venegas, F., de\u00a0Alba, E., Ordorica, M.: An economist\u2019s guide to the kalman filter. Estudios Econ\u00f3micos pp. 123\u2013145 (1995)"},{"key":"23_CR23","doi-asserted-by":"publisher","first-page":"103189","DOI":"10.1016\/j.bspc.2021.103189","volume":"71","author":"C Wan","year":"2022","unstructured":"Wan, C., Chen, D., Yang, J.: Pulse rate estimation from forehead photoplethysmograph signal using RLS adaptive filtering with dynamical reference signal. Biomed. Signal Process. Control 71, 103189 (2022)","journal-title":"Biomed. Signal Process. Control"},{"key":"23_CR24","doi-asserted-by":"publisher","first-page":"137445","DOI":"10.1016\/j.jclepro.2023.137445","volume":"413","author":"J W\u0105tr\u00f3bski","year":"2023","unstructured":"W\u0105tr\u00f3bski, J.: Temporal PROMETHEE II\u2013new multi-criteria approach to sustainable management of alternative fuels consumption. J. Clean. Prod. 413, 137445 (2023)","journal-title":"J. Clean. Prod."},{"key":"23_CR25","doi-asserted-by":"crossref","unstructured":"Watrobski, J., Salabun, W., Ladorucki, G.: The temporal supplier evaluation model based on multicriteria decision analysis methods. In: Asian Conference on Intelligent Information and Database Systems, pp. 432\u2013442. Springer (2017)","DOI":"10.1007\/978-3-319-54472-4_41"},{"issue":"11","key":"23_CR26","doi-asserted-by":"publisher","first-page":"6300","DOI":"10.3390\/su13116300","volume":"13","author":"T Witt","year":"2021","unstructured":"Witt, T., Klumpp, M.: Multi-period multi-criteria decision making under uncertainty: a renewable energy transition case from Germany. Sustainability 13(11), 6300 (2021)","journal-title":"Sustainability"},{"issue":"2","key":"23_CR27","doi-asserted-by":"publisher","first-page":"229","DOI":"10.1016\/S0377-2217(01)00243-0","volume":"138","author":"C Zopounidis","year":"2002","unstructured":"Zopounidis, C., Doumpos, M.: Multicriteria classification and sorting methods: a literature review. Eur. J. Oper. Res. 138(2), 229\u2013246 (2002)","journal-title":"Eur. J. Oper. Res."}],"container-title":["Lecture Notes in Computer Science","Intelligent Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-79035-5_23","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,29]],"date-time":"2025-01-29T22:10:48Z","timestamp":1738188648000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-79035-5_23"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9783031790348","9783031790355"],"references-count":27,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-79035-5_23","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2025]]},"assertion":[{"value":"30 January 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"BRACIS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Brazilian Conference on Intelligent Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Bel\u00e9m do Par\u00e1","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Brazil","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17 November 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21 November 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"34","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"bracis2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}