{"id":"https://openalex.org/W4386262851","doi":"https://doi.org/10.1145/3615991.3616402","title":"Evaluating the use of machine learning algorithms in environmental sensing for energy saving","display_name":"Evaluating the use of machine learning algorithms in environmental sensing for energy saving","publication_year":2023,"publication_date":"2023-08-29","ids":{"openalex":"https://openalex.org/W4386262851","doi":"https://doi.org/10.1145/3615991.3616402"},"language":"en","primary_location":{"id":"doi:10.1145/3615991.3616402","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3615991.3616402","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3615991.3616402","source":null,"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd Workshop on Networked Sensing Systems for a Sustainable Society","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3615991.3616402","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034405366","display_name":"Giovanni Delnevo","orcid":"https://orcid.org/0000-0001-6640-5746"},"institutions":[{"id":"https://openalex.org/I4210136873","display_name":"Azienda-Unita' Sanitaria Locale Di Cesena","ror":"https://ror.org/04kgp1379","country_code":"IT","type":"government","lineage":["https://openalex.org/I4210136873"]},{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Giovanni Delnevo","raw_affiliation_strings":["University of Bologna, Cesena, Italy"],"raw_orcid":"https://orcid.org/0000-0001-6640-5746","affiliations":[{"raw_affiliation_string":"University of Bologna, Cesena, Italy","institution_ids":["https://openalex.org/I4210136873","https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013517764","display_name":"Gianni Tumedei","orcid":"https://orcid.org/0009-0007-7569-7235"},"institutions":[{"id":"https://openalex.org/I4210136873","display_name":"Azienda-Unita' Sanitaria Locale Di Cesena","ror":"https://ror.org/04kgp1379","country_code":"IT","type":"government","lineage":["https://openalex.org/I4210136873"]},{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gianni Tumedei","raw_affiliation_strings":["University of Bologna, Cesena, Italy"],"raw_orcid":"https://orcid.org/0009-0007-7569-7235","affiliations":[{"raw_affiliation_string":"University of Bologna, Cesena, Italy","institution_ids":["https://openalex.org/I4210136873","https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034164522","display_name":"Vittorio Ghini","orcid":"https://orcid.org/0000-0003-0646-049X"},"institutions":[{"id":"https://openalex.org/I4210136873","display_name":"Azienda-Unita' Sanitaria Locale Di Cesena","ror":"https://ror.org/04kgp1379","country_code":"IT","type":"government","lineage":["https://openalex.org/I4210136873"]},{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Vittorio Ghini","raw_affiliation_strings":["University of Bologna, Cesena, Italy"],"raw_orcid":"https://orcid.org/0000-0003-0646-049X","affiliations":[{"raw_affiliation_string":"University of Bologna, Cesena, Italy","institution_ids":["https://openalex.org/I4210136873","https://openalex.org/I9360294"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055346443","display_name":"Catia Prandi","orcid":"https://orcid.org/0000-0002-5566-2269"},"institutions":[{"id":"https://openalex.org/I4210136873","display_name":"Azienda-Unita' Sanitaria Locale Di Cesena","ror":"https://ror.org/04kgp1379","country_code":"IT","type":"government","lineage":["https://openalex.org/I4210136873"]},{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Catia Prandi","raw_affiliation_strings":["University of Bologna, Cesena, Italy"],"raw_orcid":"https://orcid.org/0000-0002-5566-2269","affiliations":[{"raw_affiliation_string":"University of Bologna, Cesena, Italy","institution_ids":["https://openalex.org/I4210136873","https://openalex.org/I9360294"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5034405366"],"corresponding_institution_ids":["https://openalex.org/I4210136873","https://openalex.org/I9360294"],"apc_list":null,"apc_paid":null,"fwci":0.2232,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.5267734,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"201","last_page":"206"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9412999749183655,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9412999749183655,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.743327796459198},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.674380362033844},{"id":"https://openalex.org/keywords/turbidity","display_name":"Turbidity","score":0.6282203197479248},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5517204403877258},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5306811332702637},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4906831979751587},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4805731773376465},{"id":"https://openalex.org/keywords/ecosystem","display_name":"Ecosystem","score":0.41457200050354004},{"id":"https://openalex.org/keywords/oceanography","display_name":"Oceanography","score":0.12481087446212769},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.11912503838539124},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1032274067401886},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.09502291679382324},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.08956640958786011}],"concepts":[{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.743327796459198},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.674380362033844},{"id":"https://openalex.org/C64016661","wikidata":"https://www.wikidata.org/wiki/Q898574","display_name":"Turbidity","level":2,"score":0.6282203197479248},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5517204403877258},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5306811332702637},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4906831979751587},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4805731773376465},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.41457200050354004},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.12481087446212769},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.11912503838539124},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1032274067401886},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.09502291679382324},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.08956640958786011},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3615991.3616402","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3615991.3616402","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3615991.3616402","source":null,"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd Workshop on Networked Sensing Systems for a Sustainable Society","raw_type":"proceedings-article"},{"id":"pmh:oai:cris.unibo.it:11585/955047","is_oa":true,"landing_page_url":"https://hdl.handle.net/11585/955047","pdf_url":"https://cris.unibo.it/bitstream/11585/955047/3/3615991.3616402.pdf","source":{"id":"https://openalex.org/S4306402579","display_name":"Archivio istituzionale della ricerca (Alma Mater Studiorum Universit\u00e0 di Bologna)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210117483","host_organization_name":"Istituto di Ematologia di Bologna","host_organization_lineage":["https://openalex.org/I4210117483"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.1145/3615991.3616402","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3615991.3616402","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3615991.3616402","source":null,"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd Workshop on Networked Sensing Systems for a Sustainable Society","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4182273348","display_name":null,"funder_award_id":"101017861","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386262851.pdf","grobid_xml":"https://content.openalex.org/works/W4386262851.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1978029468","https://openalex.org/W2008192343","https://openalex.org/W2038001650","https://openalex.org/W2072446951","https://openalex.org/W2534421002","https://openalex.org/W2567326027","https://openalex.org/W2576821058","https://openalex.org/W2741201074","https://openalex.org/W2771813345","https://openalex.org/W2787178215","https://openalex.org/W2792635232","https://openalex.org/W2797928606","https://openalex.org/W2913334238","https://openalex.org/W2946439493","https://openalex.org/W3005915581","https://openalex.org/W3099802519","https://openalex.org/W3194662917","https://openalex.org/W3213777497","https://openalex.org/W4210770853","https://openalex.org/W4252208101","https://openalex.org/W4321503206"],"related_works":["https://openalex.org/W2936713214","https://openalex.org/W2356755667","https://openalex.org/W4360922838","https://openalex.org/W3208236762","https://openalex.org/W4304690685","https://openalex.org/W2488034869","https://openalex.org/W2376277560","https://openalex.org/W2995118919","https://openalex.org/W2058210071","https://openalex.org/W2381942071"],"abstract_inverted_index":{"Coastal":[0],"lagoons":[1],"are":[2],"complex":[3],"ecosystems":[4],"characterized":[5],"by":[6,62],"the":[7,24,43,63],"interaction":[8],"of":[9,27,37,69],"several":[10],"actors,":[11],"that":[12,73],"can":[13,77],"have":[14],"a":[15],"significant":[16],"impact":[17],"on":[18],"them.":[19,80],"The":[20],"SMARTLAGOON":[21],"project":[22],"has":[23],"primary":[25],"aim":[26],"integrating":[28],"novel":[29],"artificial":[30],"intelligence-based":[31],"technologies":[32],"with":[33],"an":[34,51],"efficient":[35],"Internet":[36],"Things":[38],"(IoT)":[39],"sensing":[40],"infrastructure":[41],"in":[42,66],"Mar":[44],"Menor":[45],"coastal":[46],"lagoon.":[47],"This":[48],"paper":[49],"presents":[50],"approach":[52],"to":[53],"predict":[54,79],"some":[55],"variables":[56],"(chlorophyll":[57],"and":[58],"turbidity)":[59],"usually":[60],"sensed":[61],"smart":[64],"bouy":[65],"future":[67],"instants":[68],"time.":[70],"Results":[71],"show":[72],"machine":[74],"learning":[75],"algorithms":[76],"accurately":[78]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-04T08:30:34.212998","created_date":"2023-08-30T00:00:00"}
