{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,3]],"date-time":"2026-03-03T16:41:50Z","timestamp":1772556110263,"version":"3.50.1"},"reference-count":63,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/100018703","name":"HORIZON EUROPE European Innovation Council","doi-asserted-by":"publisher","award":["GA 101113045"],"award-info":[{"award-number":["GA 101113045"]}],"id":[{"id":"10.13039\/100018703","id-type":"DOI","asserted-by":"publisher"}]},{"name":"European Union Next-GenerationEU","award":["PNRR, CN00000022"],"award-info":[{"award-number":["PNRR, CN00000022"]}]},{"name":"REACT- EU","award":["PON 2014-2020 AZIONE IV.6 GREEN"],"award-info":[{"award-number":["PON 2014-2020 AZIONE IV.6 GREEN"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2023]]},"DOI":"10.1109\/access.2023.3277535","type":"journal-article","created":{"date-parts":[[2023,5,18]],"date-time":"2023-05-18T17:26:24Z","timestamp":1684430784000},"page":"50272-50284","source":"Crossref","is-referenced-by-count":9,"title":["Detection of Wastewater Pollution Through Natural Language Generation With a Low-Cost Sensing Platform"],"prefix":"10.1109","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9191-3280","authenticated-orcid":false,"given":"Kevin","family":"Roitero","sequence":"first","affiliation":[{"name":"Dipartimento di Scienze Matematiche, Informatiche e Fisiche (DMIF), University of Udine, Udine, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8887-616X","authenticated-orcid":false,"given":"Beatrice","family":"Portelli","sequence":"additional","affiliation":[{"name":"Dipartimento di Scienze Matematiche, Informatiche e Fisiche (DMIF), University of Udine, Udine, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4269-4501","authenticated-orcid":false,"given":"Giuseppe","family":"Serra","sequence":"additional","affiliation":[{"name":"Dipartimento di Scienze Matematiche, Informatiche e Fisiche (DMIF), University of Udine, Udine, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0144-3802","authenticated-orcid":false,"given":"Vincenzo Della","family":"Mea","sequence":"additional","affiliation":[{"name":"Dipartimento di Scienze Matematiche, Informatiche e Fisiche (DMIF), University of Udine, Udine, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2852-168X","authenticated-orcid":false,"given":"Stefano","family":"Mizzaro","sequence":"additional","affiliation":[{"name":"Dipartimento di Scienze Matematiche, Informatiche e Fisiche (DMIF), University of Udine, Udine, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6843-7140","authenticated-orcid":false,"given":"Gianni","family":"Cerro","sequence":"additional","affiliation":[{"name":"Department of Medicine and Health Sciences, University of Molise, Campobasso, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3523-9375","authenticated-orcid":false,"given":"Michele","family":"Vitelli","sequence":"additional","affiliation":[{"name":"Department of Electrical and Information Engineering, University of Cassino and Southern Lazio, Cassino, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6144-0654","authenticated-orcid":false,"given":"Mario","family":"Molinara","sequence":"additional","affiliation":[{"name":"Department of Electrical and Information Engineering, University of Cassino and Southern Lazio, Cassino, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2987756"},{"key":"ref57","author":"hastie","year":"2009","journal-title":"The Elements of Statistical Learning Data Mining Inference and Prediction"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2020.04.019"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994018"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.watres.2017.06.030"},{"key":"ref59","article-title":"Formal algorithms for transformers","author":"phuong","year":"2022","journal-title":"arXiv 2207 09238"},{"key":"ref14","author":"lim","year":"2012","journal-title":"Mobile Sensor Network to Monitor Wastewater Collection Pipelines"},{"key":"ref58","first-page":"1","article-title":"Data mining: Practical machine learning tools and techniques","author":"witten","year":"2011","journal-title":"Data Mining Practical Machine Learning Tools and Techniques"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1007\/BF00058655"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/SMARTCOMP50058.2020.00086"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1967.1053964"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/SMARTCOMP.2019.00051"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1007\/11731139_14"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.3390\/s19061280"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.3390\/w12061771"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICHI52183.2021.00037"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.3390\/s19020254"},{"key":"ref51","author":"quinlan","year":"2014","journal-title":"C4 5 Programs for Machine Learning"},{"key":"ref50","first-page":"1","article-title":"Experiments with a new boosting algorithm","author":"freund","year":"1996","journal-title":"Proc ICML"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3068659"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2022.3192056"},{"key":"ref48","first-page":"1","article-title":"Attention is all you need","author":"vaswani","year":"2017","journal-title":"Proc NIPS"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3185748"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-021-03819-2"},{"key":"ref41","first-page":"14582","article-title":"Pure transformers are powerful graph learners","volume":"35","author":"kim","year":"2022","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3127234"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3176945"},{"key":"ref49","first-page":"1","article-title":"Exploring the limits of transfer learning with a unified text-to-text transformer","volume":"21","author":"raffel","year":"2020","journal-title":"J Mach Learn Res"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-95498-7_36"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)WR.1943-5452.0000203"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/SMARTCOMP55677.2022.00070"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.wri.2021.100146"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.coesh.2020.06.001"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/IWCMC48107.2020.9148431"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.3390\/su15032127"},{"key":"ref40","article-title":"A generalization of transformer networks to graphs","author":"prakash dwivedi","year":"2020","journal-title":"arXiv 2012 09699"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/s10791-022-09403-0"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/3366423.3380011"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/3340531.3412697"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/3357384.3357895"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/3505244"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3109102"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP39728.2021.9413901"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP40776.2020.9054260"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.scitotenv.2020.138385"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3390\/w14030335"},{"key":"ref39","first-page":"15084","article-title":"Decision transformer: Reinforcement learning via sequence modeling","volume":"34","author":"chen","year":"2021","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref38","first-page":"7487","article-title":"Stabilizing transformers for reinforcement learning","author":"parisotto","year":"2020","journal-title":"Proc Int Conf Mach Learn"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3557915.3561026"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3488560.3498387"},{"key":"ref26","article-title":"An image is worth 16&#x00D7;16 words: Transformers for image recognition at scale","author":"dosovitskiy","year":"2020","journal-title":"arXiv 2010 11929"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.aiopen.2022.10.001"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3131386"},{"key":"ref63","article-title":"Scaling instruction-finetuned language models","author":"chung","year":"2022","journal-title":"arXiv 2210 11416"},{"key":"ref22","first-page":"1","article-title":"Explainable classification of medical documents through a text-to-text transformer","author":"popescu","year":"2022","journal-title":"Proc 1st AIxIA Workshop Artif Intell Healthcare"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.imu.2020.100456"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3211501"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00009"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00863"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.emnlp-main.49"},{"key":"ref62","article-title":"Systematic generalization and emergent structures in transformers trained on structured tasks","author":"li","year":"2022","journal-title":"arXiv 2210 00400"},{"key":"ref61","first-page":"24631","article-title":"Prompting decision transformer for few-shot policy generalization","volume":"162","author":"xu","year":"2022","journal-title":"Proc 39th Int Conf Mach Learn"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/10005208\/10129181.pdf?arnumber=10129181","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,6,19]],"date-time":"2023-06-19T18:20:34Z","timestamp":1687198834000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10129181\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"references-count":63,"URL":"https:\/\/doi.org\/10.1109\/access.2023.3277535","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023]]}}}