{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,13]],"date-time":"2026-06-13T09:58:05Z","timestamp":1781344685572,"version":"3.54.1"},"publisher-location":"Cham","reference-count":15,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783032292919","type":"print"},{"value":"9783032292926","type":"electronic"}],"license":[{"start":{"date-parts":[[2026,6,14]],"date-time":"2026-06-14T00:00:00Z","timestamp":1781395200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2026,6,14]],"date-time":"2026-06-14T00:00:00Z","timestamp":1781395200000},"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":[[2027]]},"DOI":"10.1007\/978-3-032-29292-6_11","type":"book-chapter","created":{"date-parts":[[2026,6,13]],"date-time":"2026-06-13T09:45:44Z","timestamp":1781343944000},"page":"122-133","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Enhancing the\u00a0Discriminative Quality of\u00a0Dairy Cattle Monitoring Data Through Feature Engineering"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0009-0001-4085-0451","authenticated-orcid":false,"given":"Manuel","family":"Rubi\u00f1os","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0134-5660","authenticated-orcid":false,"given":"\u00c1lvaro","family":"Michelena","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0003-6771-5211","authenticated-orcid":false,"given":"Antonio","family":"D\u00edaz-Longueira","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0982-6346","authenticated-orcid":false,"given":"M\u00edriam","family":"Timiraos","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0003-8866-9031","authenticated-orcid":false,"given":"Alejandro","family":"Vidal-Bralo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2026,6,14]]},"reference":[{"issue":"1","key":"11_CR1","doi-asserted-by":"publisher","first-page":"859","DOI":"10.1080\/1828051X.2025.2480821","volume":"24","author":"G Bernabucci","year":"2025","unstructured":"Bernabucci, G., et al.: Precision livestock farming: an overview on the application in extensive systems. Ital. J. Anim. Sci. 24(1), 859\u2013884 (2025)","journal-title":"Ital. J. Anim. Sci."},{"issue":"5","key":"11_CR2","doi-asserted-by":"publisher","first-page":"1305","DOI":"10.3390\/ani11051305","volume":"11","author":"M Bovo","year":"2021","unstructured":"Bovo, M., Agrusti, M., Benni, S., Torreggiani, D., Tassinari, P.: Random forest modelling of milk yield of dairy cows under heat stress conditions. Animals 11(5), 1305 (2021)","journal-title":"Animals"},{"issue":"6","key":"11_CR3","doi-asserted-by":"publisher","first-page":"832","DOI":"10.3390\/agriculture12060832","volume":"12","author":"T Daszkiewicz","year":"2022","unstructured":"Daszkiewicz, T.: Food production in the context of global developmental challenges. Agriculture 12(6), 832 (2022)","journal-title":"Agriculture"},{"issue":"4","key":"11_CR4","doi-asserted-by":"publisher","first-page":"921","DOI":"10.1111\/padr.12508","volume":"48","author":"WP Falcon","year":"2022","unstructured":"Falcon, W.P., Naylor, R.L., Shankar, N.D.: Rethinking global food demand for 2050. Popul. Dev. Rev. 48(4), 921\u2013957 (2022)","journal-title":"Popul. Dev. Rev."},{"key":"11_CR5","first-page":"100425","volume":"31","author":"R Garc\u00eda","year":"2023","unstructured":"Garc\u00eda, R., Aguilar, J., Toro, M., P\u00e9rez, N., Pinto, A., Rodr\u00edguez, P.: Autonomic computing in a beef-production process for precision livestock farming. J. Ind. Inf. Integr. 31, 100425 (2023)","journal-title":"J. Ind. Inf. Integr."},{"key":"11_CR6","doi-asserted-by":"crossref","unstructured":"Michelena, \u00c1., Diaz-Longueira, A., Novais, P., Simi\u0107, D., Fontenla-Romero, \u00d3., Calvo-Rolle, J.L.: Comparative analysis of unsupervised anomaly detection techniques for heat detection in dairy cattle. Neurocomputing 618, 129088 (2025)","DOI":"10.1016\/j.neucom.2024.129088"},{"key":"11_CR7","doi-asserted-by":"crossref","unstructured":"Michelena, \u00c1., Fontenla-Romero, \u00d3., Luis Calvo-Rolle, J.: A review and future trends of precision livestock over dairy and beef cow cattle with artificial intelligence. Log. J. IGPL 33(4), jzae111 (2025)","DOI":"10.1093\/jigpal\/jzae111"},{"key":"11_CR8","doi-asserted-by":"crossref","unstructured":"Michelena, \u00c1., Jove, E., Fontenla-Romero, \u00d3., Calvo-Rolle, J.L.: Evaluation of one-class techniques for early estrus detection on galician intensive dairy cow farm based on behavioral data from activity collars. ADCAIJ: Adv. Distrib. Comput. Artif. Intell. J. 13, e32508\u2013e32508 (2024)","DOI":"10.14201\/adcaij.32508"},{"issue":"1","key":"11_CR9","doi-asserted-by":"publisher","first-page":"e261","DOI":"10.1002\/fes3.261","volume":"10","author":"A Molotoks","year":"2021","unstructured":"Molotoks, A., Smith, P., Dawson, T.P.: Impacts of land use, population, and climate change on global food security. Food Energy Secur. 10(1), e261 (2021)","journal-title":"Food Energy Secur."},{"key":"11_CR10","doi-asserted-by":"crossref","unstructured":"Papadopoulos, G., et al.: Economic and environmental benefits of digital agricultural technological solutions in livestock farming: a review. Smart Agric. Technol. 100783 (2025)","DOI":"10.1016\/j.atech.2025.100783"},{"issue":"4","key":"11_CR11","doi-asserted-by":"publisher","first-page":"620","DOI":"10.3390\/agriculture14040620","volume":"14","author":"GI Papakonstantinou","year":"2024","unstructured":"Papakonstantinou, G.I., Voulgarakis, N., Terzidou, G., Fotos, L., Giamouri, E., Papatsiros, V.G.: Precision livestock farming technology: applications and challenges of animal welfare and climate change. Agriculture 14(4), 620 (2024)","journal-title":"Agriculture"},{"issue":"2","key":"11_CR12","doi-asserted-by":"publisher","first-page":"398","DOI":"10.1017\/S1751731117001975","volume":"12","author":"S Reith","year":"2018","unstructured":"Reith, S., Hoy, S.: Behavioral signs of estrus and the potential of fully automated systems for detection of estrus in dairy cattle. Animal 12(2), 398\u2013407 (2018)","journal-title":"Animal"},{"key":"11_CR13","doi-asserted-by":"crossref","unstructured":"Tedeschi, L.O., Lopez, P.G., Iii, H.M.M., Seo, S.: Advancing precision livestock farming: Integrating artificial intelligence and emerging technologies for sustainable livestock management. Anim. Biosci. (2025)","DOI":"10.5713\/ab.25.0289"},{"issue":"1554","key":"11_CR14","doi-asserted-by":"publisher","first-page":"2853","DOI":"10.1098\/rstb.2010.0134","volume":"365","author":"PK Thornton","year":"2010","unstructured":"Thornton, P.K.: Livestock production: recent trends, future prospects. Philos. Trans. Roy. Soc. B: Biol. Sci. 365(1554), 2853\u20132867 (2010)","journal-title":"Philos. Trans. Roy. Soc. B: Biol. Sci."},{"key":"11_CR15","unstructured":"Zeifman, L., Hertog, S., Kantorova, V., Wilmoth, J., et al.: A world of 8 billion (2022)"}],"container-title":["Lecture Notes in Computer Science","Hybrid Artificial Intelligent Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-032-29292-6_11","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,13]],"date-time":"2026-06-13T09:45:47Z","timestamp":1781343947000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-032-29292-6_11"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,6,14]]},"ISBN":["9783032292919","9783032292926"],"references-count":15,"URL":"https:\/\/doi.org\/10.1007\/978-3-032-29292-6_11","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,6,14]]},"assertion":[{"value":"14 June 2026","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"HAIS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Hybrid Artificial Intelligence Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Marbella","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":"2026","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18 June 2026","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19 June 2026","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"hais2026","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/haisconference.eu","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}