{"id":"https://openalex.org/W4308427988","doi":"https://doi.org/10.1109/icstcc55426.2022.9931811","title":"Predicting consumption events in a water monitoring system","display_name":"Predicting consumption events in a water monitoring system","publication_year":2022,"publication_date":"2022-10-19","ids":{"openalex":"https://openalex.org/W4308427988","doi":"https://doi.org/10.1109/icstcc55426.2022.9931811"},"language":"en","primary_location":{"id":"doi:10.1109/icstcc55426.2022.9931811","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icstcc55426.2022.9931811","pdf_url":null,"source":{"id":"https://openalex.org/S4363608485","display_name":"2022 26th International Conference on System Theory, Control and Computing (ICSTCC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 26th International Conference on System Theory, Control and Computing (ICSTCC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5102858611","display_name":"Diana Arsene","orcid":"https://orcid.org/0000-0002-8861-9208"},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Diana Arsene","raw_affiliation_strings":["University Politehnica of Bucharest,Automatic Control and Computers,Bucharest,Romania","Automatic Control and Computers, University Politehnica of Bucharest, Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Politehnica of Bucharest,Automatic Control and Computers,Bucharest,Romania","institution_ids":["https://openalex.org/I61641377"]},{"raw_affiliation_string":"Automatic Control and Computers, University Politehnica of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018287987","display_name":"Alexandru Predescu","orcid":"https://orcid.org/0000-0003-0792-3820"},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Alexandru Predescu","raw_affiliation_strings":["University Politehnica of Bucharest,Automatic Control and Computers,Bucharest,Romania","Automatic Control and Computers, University Politehnica of Bucharest, Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Politehnica of Bucharest,Automatic Control and Computers,Bucharest,Romania","institution_ids":["https://openalex.org/I61641377"]},{"raw_affiliation_string":"Automatic Control and Computers, University Politehnica of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035775748","display_name":"Maria Stuparu","orcid":null},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Maria Stuparu","raw_affiliation_strings":["University Politehnica of Bucharest,Automatic Control and Computers,Bucharest,Romania","Automatic Control and Computers, University Politehnica of Bucharest, Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Politehnica of Bucharest,Automatic Control and Computers,Bucharest,Romania","institution_ids":["https://openalex.org/I61641377"]},{"raw_affiliation_string":"Automatic Control and Computers, University Politehnica of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007725540","display_name":"Ciprian\u2010Octavian Truic\u0103","orcid":"https://orcid.org/0000-0001-7292-4462"},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Ciprian-Octavian Truica","raw_affiliation_strings":["University Politehnica of Bucharest,Automatic Control and Computers,Bucharest,Romania","Automatic Control and Computers, University Politehnica of Bucharest, Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Politehnica of Bucharest,Automatic Control and Computers,Bucharest,Romania","institution_ids":["https://openalex.org/I61641377"]},{"raw_affiliation_string":"Automatic Control and Computers, University Politehnica of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007249186","display_name":"Mariana Mocanu","orcid":"https://orcid.org/0000-0002-8305-2652"},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Mariana Mocanu","raw_affiliation_strings":["University Politehnica of Bucharest,Automatic Control and Computers,Bucharest,Romania","Automatic Control and Computers, University Politehnica of Bucharest, Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Politehnica of Bucharest,Automatic Control and Computers,Bucharest,Romania","institution_ids":["https://openalex.org/I61641377"]},{"raw_affiliation_string":"Automatic Control and Computers, University Politehnica of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076270627","display_name":"Costin-Gabriel Chiru","orcid":"https://orcid.org/0000-0002-1142-8008"},"institutions":[{"id":"https://openalex.org/I61641377","display_name":"Universitatea Na\u021bional\u0103 de \u0218tiin\u021b\u0103 \u0219i Tehnologie Politehnica Bucure\u0219ti","ror":"https://ror.org/0558j5q12","country_code":"RO","type":"education","lineage":["https://openalex.org/I61641377"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Costin Chiru","raw_affiliation_strings":["University Politehnica of Bucharest,Automatic Control and Computers,Bucharest,Romania","Automatic Control and Computers, University Politehnica of Bucharest, Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Politehnica of Bucharest,Automatic Control and Computers,Bucharest,Romania","institution_ids":["https://openalex.org/I61641377"]},{"raw_affiliation_string":"Automatic Control and Computers, University Politehnica of Bucharest, Bucharest, Romania","institution_ids":["https://openalex.org/I61641377"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I61641377"],"apc_list":null,"apc_paid":null,"fwci":0.5908,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.63090311,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"12","issue":null,"first_page":"74","last_page":"79"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10969","display_name":"Water resources management and optimization","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T10969","display_name":"Water resources management and optimization","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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":0.9937000274658203,"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"}},{"id":"https://openalex.org/T12724","display_name":"Water-Energy-Food Nexus Studies","score":0.9929999709129333,"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/cluster-analysis","display_name":"Cluster analysis","score":0.6887765526771545},{"id":"https://openalex.org/keywords/shower","display_name":"Shower","score":0.6781729459762573},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6142606735229492},{"id":"https://openalex.org/keywords/water-consumption","display_name":"Water consumption","score":0.611383318901062},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.5456737279891968},{"id":"https://openalex.org/keywords/toilet","display_name":"Toilet","score":0.49583396315574646},{"id":"https://openalex.org/keywords/sink","display_name":"Sink (geography)","score":0.48581767082214355},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.4248964190483093},{"id":"https://openalex.org/keywords/water-resources","display_name":"Water resources","score":0.42352068424224854},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3511906862258911},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33789703249931335},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.24400058388710022},{"id":"https://openalex.org/keywords/water-resource-management","display_name":"Water resource management","score":0.22247686982154846},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.160028874874115},{"id":"https://openalex.org/keywords/environmental-engineering","display_name":"Environmental engineering","score":0.15186670422554016}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6887765526771545},{"id":"https://openalex.org/C2776732256","wikidata":"https://www.wikidata.org/wiki/Q7863","display_name":"Shower","level":3,"score":0.6781729459762573},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6142606735229492},{"id":"https://openalex.org/C2982944804","wikidata":"https://www.wikidata.org/wiki/Q26534","display_name":"Water consumption","level":2,"score":0.611383318901062},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.5456737279891968},{"id":"https://openalex.org/C2778357586","wikidata":"https://www.wikidata.org/wiki/Q7857","display_name":"Toilet","level":2,"score":0.49583396315574646},{"id":"https://openalex.org/C143050476","wikidata":"https://www.wikidata.org/wiki/Q194502","display_name":"Sink (geography)","level":2,"score":0.48581767082214355},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.4248964190483093},{"id":"https://openalex.org/C153823671","wikidata":"https://www.wikidata.org/wiki/Q1049799","display_name":"Water resources","level":2,"score":0.42352068424224854},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3511906862258911},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33789703249931335},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.24400058388710022},{"id":"https://openalex.org/C524765639","wikidata":"https://www.wikidata.org/wiki/Q1501619","display_name":"Water resource management","level":1,"score":0.22247686982154846},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.160028874874115},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.15186670422554016},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C56200935","wikidata":"https://www.wikidata.org/wiki/Q250840","display_name":"Nozzle","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icstcc55426.2022.9931811","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icstcc55426.2022.9931811","pdf_url":null,"source":{"id":"https://openalex.org/S4363608485","display_name":"2022 26th International Conference on System Theory, Control and Computing (ICSTCC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 26th International Conference on System Theory, Control and Computing (ICSTCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/6","score":0.7400000095367432,"display_name":"Clean water and sanitation"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1982233607","https://openalex.org/W2002424353","https://openalex.org/W2014004669","https://openalex.org/W2016423999","https://openalex.org/W2032001621","https://openalex.org/W2037910312","https://openalex.org/W2045223618","https://openalex.org/W2045650768","https://openalex.org/W2049782128","https://openalex.org/W2064675550","https://openalex.org/W2077147343","https://openalex.org/W2081793764","https://openalex.org/W2101234009","https://openalex.org/W2133483163","https://openalex.org/W2241088308","https://openalex.org/W2269943623","https://openalex.org/W2491745777","https://openalex.org/W2502457996","https://openalex.org/W2524117698","https://openalex.org/W2586626487","https://openalex.org/W2890915635","https://openalex.org/W3023359725","https://openalex.org/W3035965352","https://openalex.org/W3082328507","https://openalex.org/W3094946486","https://openalex.org/W3099878876","https://openalex.org/W3195541059","https://openalex.org/W4211076414","https://openalex.org/W6675354045","https://openalex.org/W6679920431"],"related_works":["https://openalex.org/W2409463747","https://openalex.org/W91150482","https://openalex.org/W162789194","https://openalex.org/W2178305191","https://openalex.org/W2035179894","https://openalex.org/W2583098408","https://openalex.org/W2071197758","https://openalex.org/W2793044608","https://openalex.org/W3144741814","https://openalex.org/W2379989753"],"abstract_inverted_index":{"Monitoring":[0],"water":[1,33,44,48,82,112,116],"consumption":[2,45,67,83,113],"has":[3],"multiple":[4,54],"benefits":[5],"nowadays.":[6],"Big":[7],"data":[8,39],"collected":[9],"from":[10,53,69],"the":[11,18,25,32,38,66,79,103],"sensors":[12],"provide":[13],"a":[14,62,106],"consistent":[15],"basis":[16],"for":[17,110],"decision-making":[19],"processes":[20],"in":[21,114],"terms":[22],"of":[23,65,81,105],"establishing":[24],"indices":[26],"and":[27,51,92,98],"criteria":[28],"needed":[29],"to":[30,77],"optimize":[31],"demand.":[34],"In":[35],"this":[36],"study,":[37],"provided":[40],"by":[41],"four":[42,86],"distinct":[43],"outlets":[46],"(hot/cold":[47],"sink,":[49],"toilet,":[50],"shower)":[52],"households":[55],"were":[56,75],"analyzed.":[57],"A":[58],"clustering":[59],"analysis":[60],"revealed":[61],"visual":[63],"overview":[64],"events":[68,84],"each":[70],"outlet.":[71],"Then,":[72],"classification":[73],"methods":[74,97],"used":[76],"predict":[78],"source":[80],"using":[85],"algorithms":[87],"based":[88],"on":[89],"machine":[90],"learning":[91],"deep":[93],"learning.":[94],"The":[95],"proposed":[96],"results":[99],"are":[100],"promising":[101],"towards":[102],"development":[104],"decision":[107],"support":[108],"system":[109],"streamlining":[111],"urban":[115],"distribution":[117],"systems.":[118]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
