{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,8]],"date-time":"2026-03-08T02:05:56Z","timestamp":1772935556693,"version":"3.50.1"},"reference-count":22,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,12,8]],"date-time":"2025-12-08T00:00:00Z","timestamp":1765152000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,12,8]],"date-time":"2025-12-08T00:00:00Z","timestamp":1765152000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,12,8]]},"DOI":"10.1109\/bigdata66926.2025.11402478","type":"proceedings-article","created":{"date-parts":[[2026,3,6]],"date-time":"2026-03-06T20:57:57Z","timestamp":1772830677000},"page":"7627-7635","source":"Crossref","is-referenced-by-count":0,"title":["A Data-Driven Framework for Temporal Monitoring of Xylella fastidiosa in Almond Trees"],"prefix":"10.1109","author":[{"ORCID":"https:\/\/orcid.org\/0009-0007-4975-1162","authenticated-orcid":false,"given":"Laura T. Mart\u00ednez","family":"Marquina","sequence":"first","affiliation":[{"name":"Telematics and Computing Systems, Rey Juan Carlos University,Dep Signal Theory and Communications,Madrid,Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-3046-3721","authenticated-orcid":false,"given":"Jos\u00e9 Ram\u00f3n Torres","family":"Mart\u00edn","sequence":"additional","affiliation":[{"name":"International Doctoral School, Rey Juan Carlos University,Madrid,Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6891-7200","authenticated-orcid":false,"given":"Jos\u00e9 Manuel Velarde","family":"Gestera","sequence":"additional","affiliation":[{"name":"Drimay Consultores S.L.,Seville,Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6480-1104","authenticated-orcid":false,"given":"Juan Antonio Navas","family":"Cort\u00e9s","sequence":"additional","affiliation":[{"name":"Institute of Sustainable Agriculture, Spanish National Research Council,Córdoba,Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8551-9001","authenticated-orcid":false,"given":"Miguel Rom\u00e1n","family":"\u00c9cija","sequence":"additional","affiliation":[{"name":"Institute of Sustainable Agriculture, Spanish National Research Council,Córdoba,Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9692-8871","authenticated-orcid":false,"given":"Mihaela I.","family":"Chidean","sequence":"additional","affiliation":[{"name":"Telematics and Computing Systems, Rey Juan Carlos University,Dep Signal Theory and Communications,Madrid,Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0735-367X","authenticated-orcid":false,"given":"Inmaculada Mora","family":"Jim\u00e9nez","sequence":"additional","affiliation":[{"name":"Data, Complex Networks and Cybersecurity Research Institute, Rey Juan Carlos University,Dep Signal Theory and Communications, Telematics and Computing Systems,Madrid,Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3389\/fsufs.2022.1004065"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-024-11046-0"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.3389\/fpls.2025.1587869"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-021-26335-3"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1038\/s41477-018-0189-7"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2013.07.031"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1094\/phyto-98-2-0167"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2021.112420"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2021.07.014"},{"key":"ref10","article-title":"Advanced Statistical Analysis of Physiological and Spectral Traits for the Early Detection of Xylellafastidiosa in Almond Trees","volume-title":"In: Intl Conf on Accessible Digital Agriculture Tech-nologies","author":"Martinez-Marquina","year":"2025"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s11119-014-9360-y"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/18.243457"},{"key":"ref13","article-title":"Strategies for Teaching Layered Networks Classification Tasks","volume-title":"Neural Information Processing Systems","author":"Wittner","year":"1987"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.3390\/electronics13152929"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/1143844.1143874"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2009.03.002"},{"key":"ref17","first-page":"1","article-title":"Predictive accuracy: A misleading performance measure for highly imbalanced data","volume-title":"Proc of the SAS global forum","volume":"12","author":"Akosa","year":"2017"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/fuzzy.2008.4630645"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2022.113281"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2023.113698"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2005.00532.x"},{"key":"ref22","article-title":"A note on the group lasso and a sparse group lasso","author":"Friedman","year":"2010","journal-title":"arXiv preprint arXiv"}],"event":{"name":"2025 IEEE International Conference on Big Data (BigData)","location":"Macau, China","start":{"date-parts":[[2025,12,8]]},"end":{"date-parts":[[2025,12,11]]}},"container-title":["2025 IEEE International Conference on Big Data (BigData)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11400704\/11400712\/11402478.pdf?arnumber=11402478","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,7]],"date-time":"2026-03-07T07:35:24Z","timestamp":1772868924000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11402478\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12,8]]},"references-count":22,"URL":"https:\/\/doi.org\/10.1109\/bigdata66926.2025.11402478","relation":{},"subject":[],"published":{"date-parts":[[2025,12,8]]}}}