{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,8]],"date-time":"2024-09-08T12:49:33Z","timestamp":1725799773254},"reference-count":0,"publisher":"ECMS","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,6,7]]},"abstract":"<jats:p>Monitoring of non-linear phenomena, such as pollution dynamics, which is the result of several combined factors and the evolution of environmental conditions, greatly benefits by AI tools; a larger benefit derives by the application of explainable solutions, which are capable of providing elements to understand those dynamics for better informed decisions. In this paper we discuss a case with real data in which a posteriori explanations have been produced after the application of ensemble models.<\/jats:p>","DOI":"10.7148\/2024-0558","type":"proceedings-article","created":{"date-parts":[[2024,7,24]],"date-time":"2024-07-24T19:49:02Z","timestamp":1721850542000},"page":"558-564","source":"Crossref","is-referenced-by-count":0,"title":["Ensemble models for predicting co concentrations: application and explainability in environmental monitoring in campania, italy"],"prefix":"10.7148","author":[{"given":"Lelio","family":"Campanile","sequence":"first","affiliation":[]},{"given":"Luigi Piero","family":"Di Bonito","sequence":"additional","affiliation":[]},{"given":"Francesco","family":"Di Natale","sequence":"additional","affiliation":[]},{"given":"Mauro","family":"Iacono","sequence":"additional","affiliation":[]}],"member":"4144","published-online":{"date-parts":[[2024,6,7]]},"event":{"name":"38th ECMS International Conference on Modelling and Simulation"},"container-title":["ECMS 2024 Proceedings edited by Daniel Grzonka, Natalia Rylko, Grazyna Suchacka, Vladimir Mityushev"],"original-title":[],"deposited":{"date-parts":[[2024,7,24]],"date-time":"2024-07-24T19:49:13Z","timestamp":1721850553000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.scs-europe.net\/dlib\/2024\/2024-0558.html"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,6,7]]},"references-count":0,"URL":"https:\/\/doi.org\/10.7148\/2024-0558","relation":{},"subject":[],"published":{"date-parts":[[2024,6,7]]}}}