{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,24]],"date-time":"2025-04-24T04:09:12Z","timestamp":1745467752309,"version":"3.40.4"},"publisher-location":"Cham","reference-count":9,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031829512","type":"print"},{"value":"9783031829499","type":"electronic"}],"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\/978-3-031-82949-9_4","type":"book-chapter","created":{"date-parts":[[2025,4,23]],"date-time":"2025-04-23T08:29:58Z","timestamp":1745396998000},"page":"33-41","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Data Transformation: Limitless Strategies in\u00a0Energy Consumption"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9300-8698","authenticated-orcid":false,"given":"Margaret","family":"Mir\u00f3-Juli\u00e0","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Monica J.","family":"Ruiz-Mir\u00f3","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0707-8607","authenticated-orcid":false,"given":"Ricardo","family":"Alberich","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Francisco Cordero","family":"Pi\u00f1ero","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7370-5111","authenticated-orcid":false,"given":"Nelson Alirio","family":"Cruz","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,4,24]]},"reference":[{"key":"4_CR1","unstructured":"Russell, S., Norvig, P.: Artificial Intelligence: A Modern Approach, 4h edn. Pearson, London (2020)"},{"key":"4_CR2","volume-title":"Data Mining. A Knowledge Discovery Approach","author":"KJ Cios","year":"2007","unstructured":"Cios, K.J., Pedrycz, W., Swiniarski, R.W., Kurgan, L.A.: Data Mining. A Knowledge Discovery Approach. Springer, New York (2007)"},{"key":"4_CR3","doi-asserted-by":"crossref","unstructured":"Chen, Y.C., Hung, H.C., Chiang, B.Y., Peng, S.Y., Chen, P.J.: Incrementally mining usage correlations among appliances in smart homes. In: Proceedings of the 2015 18th International Conference on Network-Based Information Systems (NBiS), Taipei, Taiwan, pp. 273\u2013279 (2015)","DOI":"10.1109\/NBiS.2015.43"},{"key":"4_CR4","unstructured":"Pitt, B.: Applications of data mining techniques to electric load profiling, Ph.D. thesis, University of Manchester, UK (2000)"},{"issue":"07","key":"4_CR5","first-page":"1356","volume":"4","author":"M Chavan","year":"2015","unstructured":"Chavan, M., Patil, A., Dalvi, L., Patil, A.: Mini batch k-means clustering on large dataset. Int. J. Sci. Eng. Technol. Res 4(07), 1356\u20131358 (2015)","journal-title":"Int. J. Sci. Eng. Technol. Res"},{"key":"4_CR6","doi-asserted-by":"publisher","unstructured":"Pham, D.T., Dimov, S., Nguyen, C.D.: Selection of K in K-means clustering. Proc. Inst. Mech. Eng. Part C J. Mech. Eng. Sci. 219(1), 103\u2013119 (2005). https:\/\/doi.org\/10.1243\/095440605X8298","DOI":"10.1243\/095440605X8298"},{"key":"4_CR7","doi-asserted-by":"publisher","unstructured":"Aitchinson, J.: The statistical analysis of compositional data. J. Roy. Stat. Soc. Ser. B (Methodo\/.) 44(2), 139\u2013177 (1982). https:\/\/doi.org\/10.1111\/j.2517-6161.1982.tb01195.x","DOI":"10.1111\/j.2517-6161.1982.tb01195.x"},{"key":"4_CR8","doi-asserted-by":"publisher","first-page":"85","DOI":"10.1016\/j.chemolab.2015.02.019","volume":"143","author":"J Palarea-Albaladejo","year":"2015","unstructured":"Palarea-Albaladejo, J., Mart\u00edn-Fern\u00e1ndez, J.A.: zCompositions - R package for multivariate imputation of left-censored data under a compositional approach. J. Chemometrics Intell. Lab. Syst. 143, 85\u201396 (2015). https:\/\/doi.org\/10.1016\/j.chemolab.2015.02.019","journal-title":"J. Chemometrics Intell. Lab. Syst."},{"key":"4_CR9","unstructured":"Comas-Cuf\u00ed, M. :coda.base: A Basic Set of Functions for Compositional Data Analysis (2023). https:\/\/mcomas.net\/coda.base\/, https:\/\/github.com\/mcomas\/coda.base"}],"container-title":["Lecture Notes in Computer Science","Computer Aided Systems Theory \u2013 EUROCAST 2024"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-82949-9_4","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,23]],"date-time":"2025-04-23T08:30:05Z","timestamp":1745397005000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-82949-9_4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9783031829512","9783031829499"],"references-count":9,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-82949-9_4","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]},"assertion":[{"value":"24 April 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"Authors have no known competing interests to declare that are relevant to the content of this article.","order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Disclosure of Interests"}},{"value":"EUROCAST","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Computer Aided Systems Theory","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Las Palmas de Canaria","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":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"25 February 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"1 March 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19th","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"eurocast2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/eurocast2024.fulp.ulpgc.es\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}