{"id":"https://openalex.org/W2550533710","doi":"https://doi.org/10.1109/mlsp.2016.7738887","title":"On the use of support vector machines for the prediction of propagation losses in smart metering systems","display_name":"On the use of support vector machines for the prediction of propagation losses in smart metering systems","publication_year":2016,"publication_date":"2016-09-01","ids":{"openalex":"https://openalex.org/W2550533710","doi":"https://doi.org/10.1109/mlsp.2016.7738887","mag":"2550533710"},"language":"en","primary_location":{"id":"doi:10.1109/mlsp.2016.7738887","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mlsp.2016.7738887","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE 26th International Workshop on Machine Learning for Signal Processing (MLSP)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/11380/1118037","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Martino Uccellari","orcid":null},"institutions":[{"id":"https://openalex.org/I4210161797","display_name":"Ferrari (Italy)","ror":"https://ror.org/05p859a12","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210161797"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Martino Uccellari","raw_affiliation_strings":["Dept. of Eng. Enzo Ferrari, Modena, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Eng. Enzo Ferrari, Modena, Italy","institution_ids":["https://openalex.org/I4210161797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112537615","display_name":"Francesca Facchini","orcid":null},"institutions":[{"id":"https://openalex.org/I4210161797","display_name":"Ferrari (Italy)","ror":"https://ror.org/05p859a12","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210161797"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesca Facchini","raw_affiliation_strings":["Dept. of Eng. Enzo Ferrari, Modena, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Eng. Enzo Ferrari, Modena, Italy","institution_ids":["https://openalex.org/I4210161797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063992090","display_name":"Matteo Sola","orcid":"https://orcid.org/0000-0001-5563-0294"},"institutions":[{"id":"https://openalex.org/I4210161797","display_name":"Ferrari (Italy)","ror":"https://ror.org/05p859a12","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210161797"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Matteo Sola","raw_affiliation_strings":["Dept. of Eng. Enzo Ferrari, Modena, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Eng. Enzo Ferrari, Modena, Italy","institution_ids":["https://openalex.org/I4210161797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083331808","display_name":"Emilio Sirignano","orcid":"https://orcid.org/0000-0001-6421-7215"},"institutions":[{"id":"https://openalex.org/I4210161797","display_name":"Ferrari (Italy)","ror":"https://ror.org/05p859a12","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210161797"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Emilio Sirignano","raw_affiliation_strings":["Dept. of Eng. Enzo Ferrari, Modena, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Eng. Enzo Ferrari, Modena, Italy","institution_ids":["https://openalex.org/I4210161797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028797938","display_name":"Giorgio M. Vitetta","orcid":"https://orcid.org/0000-0003-0543-1523"},"institutions":[{"id":"https://openalex.org/I4210161797","display_name":"Ferrari (Italy)","ror":"https://ror.org/05p859a12","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210161797"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giorgio M. Vitetta","raw_affiliation_strings":["Dept. of Eng. Enzo Ferrari, Modena, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Eng. Enzo Ferrari, Modena, Italy","institution_ids":["https://openalex.org/I4210161797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082677184","display_name":"Andrea Barbieri","orcid":"https://orcid.org/0000-0002-8841-9521"},"institutions":[{"id":"https://openalex.org/I4210161797","display_name":"Ferrari (Italy)","ror":"https://ror.org/05p859a12","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210161797"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Barbieri","raw_affiliation_strings":["Dept. of Eng. Enzo Ferrari, Modena, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Eng. Enzo Ferrari, Modena, Italy","institution_ids":["https://openalex.org/I4210161797"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046082316","display_name":"Stefano Tondelli","orcid":null},"institutions":[{"id":"https://openalex.org/I4210161797","display_name":"Ferrari (Italy)","ror":"https://ror.org/05p859a12","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210161797"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Stefano Tondelli","raw_affiliation_strings":["Dept. of Eng. Enzo Ferrari, Modena, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Eng. Enzo Ferrari, Modena, Italy","institution_ids":["https://openalex.org/I4210161797"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210161797"],"apc_list":null,"apc_paid":null,"fwci":1.6145,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.81785183,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/metering-mode","display_name":"Metering mode","score":0.8645777702331543},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6791495680809021},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.652061402797699},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5788115859031677},{"id":"https://openalex.org/keywords/signal-strength","display_name":"Signal strength","score":0.5750479102134705},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5527568459510803},{"id":"https://openalex.org/keywords/radio-propagation","display_name":"Radio propagation","score":0.48991626501083374},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.46405354142189026},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4548535645008087},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.344389408826828},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.32602494955062866},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.23344910144805908},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2116025984287262},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1467006504535675},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12244448065757751}],"concepts":[{"id":"https://openalex.org/C30905978","wikidata":"https://www.wikidata.org/wiki/Q815598","display_name":"Metering mode","level":2,"score":0.8645777702331543},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6791495680809021},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.652061402797699},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5788115859031677},{"id":"https://openalex.org/C176808163","wikidata":"https://www.wikidata.org/wiki/Q17105794","display_name":"Signal strength","level":3,"score":0.5750479102134705},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5527568459510803},{"id":"https://openalex.org/C202311505","wikidata":"https://www.wikidata.org/wiki/Q1474701","display_name":"Radio propagation","level":2,"score":0.48991626501083374},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.46405354142189026},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4548535645008087},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.344389408826828},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.32602494955062866},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.23344910144805908},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2116025984287262},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1467006504535675},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12244448065757751},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mlsp.2016.7738887","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mlsp.2016.7738887","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE 26th International Workshop on Machine Learning for Signal Processing (MLSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unimore.it:11380/1118037","is_oa":true,"landing_page_url":"http://hdl.handle.net/11380/1118037","pdf_url":null,"source":{"id":"https://openalex.org/S4306400718","display_name":"IRIS UNIMORE (University of Modena and Reggio Emilia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122346577","host_organization_name":"University of Modena and Reggio Emilia","host_organization_lineage":["https://openalex.org/I122346577"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:iris.unimore.it:11380/1118037","is_oa":true,"landing_page_url":"http://hdl.handle.net/11380/1118037","pdf_url":null,"source":{"id":"https://openalex.org/S4306400718","display_name":"IRIS UNIMORE (University of Modena and Reggio Emilia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122346577","host_organization_name":"University of Modena and Reggio Emilia","host_organization_lineage":["https://openalex.org/I122346577"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1544033840","https://openalex.org/W2087347434","https://openalex.org/W2110002846","https://openalex.org/W2119281476","https://openalex.org/W2119821739","https://openalex.org/W2148603752","https://openalex.org/W2170411839","https://openalex.org/W2506511273","https://openalex.org/W3046498183","https://openalex.org/W3120421331","https://openalex.org/W4212863985","https://openalex.org/W4239510810","https://openalex.org/W4300446870","https://openalex.org/W6724951888","https://openalex.org/W6781193508"],"related_works":["https://openalex.org/W3205432346","https://openalex.org/W4367556723","https://openalex.org/W132926854","https://openalex.org/W1989915270","https://openalex.org/W1973896866","https://openalex.org/W2905361432","https://openalex.org/W2539538397","https://openalex.org/W2084469977","https://openalex.org/W2051799703","https://openalex.org/W2734834229"],"abstract_inverted_index":{"In":[0],"this":[1],"manuscript":[2],"a":[3,36,48,67,86,99],"novel":[4],"data-centric":[5],"solution,":[6],"based":[7],"on":[8],"the":[9,20,26,33,45,52,63,70,90,103],"use":[10],"of":[11,22,35,39,47,51,55,62,69,92,98,105],"support":[12],"vector":[13],"machine":[14],"techniques,":[15],"is":[16,82],"proposed":[17],"to":[18,84],"solve":[19],"problem":[21],"radio":[23],"planning":[24],"in":[25],"169":[27],"MHz":[28],"band.":[29],"Our":[30,75],"method":[31,81],"requires":[32],"availability":[34],"limited":[37,100],"set":[38],"received":[40],"signal":[41],"strength":[42,72],"measurements":[43],"and":[44,57,66,97],"knowledge":[46],"three-dimensional":[49],"map":[50],"propagation":[53],"environment":[54],"interest,":[56],"generates":[58],"both":[59],"an":[60,93],"estimate":[61],"coverage":[64],"area":[65],"prediction":[68],"field":[71],"within":[73],"it.":[74],"numerical":[76],"results":[77],"evidence":[78],"that":[79],"our":[80],"able":[83],"achieve":[85],"good":[87],"accuracy":[88],"at":[89],"price":[91],"acceptable":[94],"computational":[95],"cost":[96],"effort":[101],"for":[102],"acquisition":[104],"measurements.":[106]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
