{"id":"https://openalex.org/W2808784114","doi":"https://doi.org/10.1007/s10287-018-0325-x","title":"Big data analytics: an aid to detection of non-technical losses in power utilities","display_name":"Big data analytics: an aid to detection of non-technical losses in power utilities","publication_year":2018,"publication_date":"2018-06-22","ids":{"openalex":"https://openalex.org/W2808784114","doi":"https://doi.org/10.1007/s10287-018-0325-x","mag":"2808784114"},"language":"en","primary_location":{"id":"doi:10.1007/s10287-018-0325-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10287-018-0325-x","pdf_url":null,"source":{"id":"https://openalex.org/S28822639","display_name":"Computational Management Science","issn_l":"1619-697X","issn":["1619-697X","1619-6988"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Management Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063484434","display_name":"Giovanni Micheli","orcid":"https://orcid.org/0000-0002-0873-3298"},"institutions":[{"id":"https://openalex.org/I11039511","display_name":"University of Bergamo","ror":"https://ror.org/02mbd5571","country_code":"IT","type":"education","lineage":["https://openalex.org/I11039511"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Giovanni Micheli","raw_affiliation_strings":["Department of Management, Information and Production Engineering, University of Bergamo, Bergamo, Italy"],"raw_orcid":"https://orcid.org/0000-0002-0873-3298","affiliations":[{"raw_affiliation_string":"Department of Management, Information and Production Engineering, University of Bergamo, Bergamo, Italy","institution_ids":["https://openalex.org/I11039511"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012635205","display_name":"Emiliano Soda","orcid":null},"institutions":[{"id":"https://openalex.org/I4210115699","display_name":"CESI (Italy)","ror":"https://ror.org/02magnn81","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210115699"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Emiliano Soda","raw_affiliation_strings":["CESI, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CESI, Milan, Italy","institution_ids":["https://openalex.org/I4210115699"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079899817","display_name":"Maria Teresa Vespucci","orcid":"https://orcid.org/0000-0003-3657-7699"},"institutions":[{"id":"https://openalex.org/I11039511","display_name":"University of Bergamo","ror":"https://ror.org/02mbd5571","country_code":"IT","type":"education","lineage":["https://openalex.org/I11039511"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maria Teresa Vespucci","raw_affiliation_strings":["Department of Management, Information and Production Engineering, University of Bergamo, Bergamo, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Management, Information and Production Engineering, University of Bergamo, Bergamo, Italy","institution_ids":["https://openalex.org/I11039511"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031800606","display_name":"Matteo De Gobbi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210115699","display_name":"CESI (Italy)","ror":"https://ror.org/02magnn81","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210115699"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Gobbi","raw_affiliation_strings":["CESI, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CESI, Milan, Italy","institution_ids":["https://openalex.org/I4210115699"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102916426","display_name":"Alessandro Bertani","orcid":"https://orcid.org/0009-0008-8474-6294"},"institutions":[{"id":"https://openalex.org/I4210115699","display_name":"CESI (Italy)","ror":"https://ror.org/02magnn81","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210115699"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandro Bertani","raw_affiliation_strings":["CESI, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CESI, Milan, Italy","institution_ids":["https://openalex.org/I4210115699"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5063484434"],"corresponding_institution_ids":["https://openalex.org/I11039511"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":1.9633,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.86993304,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"16","issue":"1-2","first_page":"329","last_page":"343"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13429","display_name":"Electricity Theft Detection Techniques","score":1.0,"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/T13429","display_name":"Electricity Theft Detection Techniques","score":1.0,"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.9781000018119812,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T11220","display_name":"Water Systems and Optimization","score":0.9769999980926514,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/computer-science","display_name":"Computer science","score":0.7575410008430481},{"id":"https://openalex.org/keywords/reachability","display_name":"Reachability","score":0.5782344341278076},{"id":"https://openalex.org/keywords/metering-mode","display_name":"Metering mode","score":0.5148988962173462},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.506531834602356},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.47352907061576843},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.47156617045402527},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4657135009765625},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.46020007133483887},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.45762357115745544},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.42956000566482544},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.30737531185150146},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1458616852760315}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7575410008430481},{"id":"https://openalex.org/C136643341","wikidata":"https://www.wikidata.org/wiki/Q1361526","display_name":"Reachability","level":2,"score":0.5782344341278076},{"id":"https://openalex.org/C30905978","wikidata":"https://www.wikidata.org/wiki/Q815598","display_name":"Metering mode","level":2,"score":0.5148988962173462},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.506531834602356},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.47352907061576843},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.47156617045402527},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4657135009765625},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.46020007133483887},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.45762357115745544},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.42956000566482544},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.30737531185150146},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1458616852760315},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s10287-018-0325-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10287-018-0325-x","pdf_url":null,"source":{"id":"https://openalex.org/S28822639","display_name":"Computational Management Science","issn_l":"1619-697X","issn":["1619-697X","1619-6988"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Management Science","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:comgts:v:16:y:2019:i:1:d:10.1007_s10287-018-0325-x","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10287-018-0325-x","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:aisberg.unibg.it:10446/131838","is_oa":false,"landing_page_url":"http://hdl.handle.net/10446/131838","pdf_url":null,"source":{"id":"https://openalex.org/S4377196347","display_name":"Aisberg (University of Bergamo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11039511","host_organization_name":"University of Bergamo","host_organization_lineage":["https://openalex.org/I11039511"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5899999737739563,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W25531497","https://openalex.org/W1437490077","https://openalex.org/W1963956309","https://openalex.org/W1973309971","https://openalex.org/W1984419556","https://openalex.org/W2035350430","https://openalex.org/W2038418498","https://openalex.org/W2065713906","https://openalex.org/W2074156009","https://openalex.org/W2080969404","https://openalex.org/W2098750759","https://openalex.org/W2102828313","https://openalex.org/W2127320665","https://openalex.org/W2148212699","https://openalex.org/W2563718182"],"related_works":["https://openalex.org/W2136512912","https://openalex.org/W2127267268","https://openalex.org/W2156446763","https://openalex.org/W2067910792","https://openalex.org/W2150194458","https://openalex.org/W2143461633","https://openalex.org/W2889071233","https://openalex.org/W4321471459","https://openalex.org/W25930971","https://openalex.org/W2439518333"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
