{"id":"https://openalex.org/W2797286629","doi":"https://doi.org/10.1145/3137133.3137146","title":"DA-HOC","display_name":"DA-HOC","publication_year":2017,"publication_date":"2017-11-08","ids":{"openalex":"https://openalex.org/W2797286629","doi":"https://doi.org/10.1145/3137133.3137146","mag":"2797286629"},"language":"en","primary_location":{"id":"doi:10.1145/3137133.3137146","doi":"https://doi.org/10.1145/3137133.3137146","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3137133.3137146","pdf_url":null,"source":{"id":"https://openalex.org/S7407086927","display_name":"ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (BuildSys)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"Proceedings of the 4th ACM International Conference on Systems for Energy-Efficient Built Environments","raw_type":"proceedings-article"},"volume":null,"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/A5029198402","display_name":"Irvan B. Arief-Ang","orcid":"https://orcid.org/0000-0003-0017-6586","observed_orcids":["https://orcid.org/0000-0003-0017-6586"]},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Irvan B. Arief-Ang","raw_affiliation_strings":["RMIT University, Melbourne, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RMIT University, Melbourne, Australia","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090893421","display_name":"Flora Dilys Salim","orcid":"https://orcid.org/0000-0002-1237-1664","observed_orcids":["https://orcid.org/0000-0002-1237-1664"]},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Flora D. Salim","raw_affiliation_strings":["RMIT University, Melbourne, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RMIT University, Melbourne, Australia","institution_ids":["https://openalex.org/I82951845"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022547615","display_name":"Margaret Hamilton","orcid":"https://orcid.org/0000-0002-3488-4524","observed_orcids":["https://orcid.org/0000-0002-3488-4524"]},"institutions":[{"id":"https://openalex.org/I82951845","display_name":"RMIT University","ror":"https://ror.org/04ttjf776","country_code":"AU","type":"education","lineage":["https://openalex.org/I82951845"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Margaret Hamilton","raw_affiliation_strings":["RMIT University, Melbourne, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RMIT University, Melbourne, Australia","institution_ids":["https://openalex.org/I82951845"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I82951845"],"apc_list":null,"apc_paid":null,"fwci":10.8851,"has_fulltext":false,"cited_by_count":52,"citation_normalized_percentile":{"value":0.99281806,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9599999785423279,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9599999785423279,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.01140000019222498,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.004800000227987766,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/co2-sensor","display_name":"CO2 sensor","score":0.7369999885559082},{"id":"https://openalex.org/keywords/semi-supervised-domain-adaptation","display_name":"semi-supervised domain adaptation","score":0.9259999990463257},{"id":"https://openalex.org/keywords/indoor-occupancy-estimation","display_name":"indoor occupancy estimation","score":0.8500000238418579},{"id":"https://openalex.org/keywords/seasonal-decomposition","display_name":"seasonal decomposition","score":0.6309999823570251},{"id":"https://openalex.org/keywords/building-energy-optimization","display_name":"building energy optimization","score":0.7639999985694885},{"id":"https://openalex.org/keywords/space-use","display_name":"space use","score":0.8669999837875366}],"concepts":[{"id":"https://openalex.org/C160331591","wikidata":"https://www.wikidata.org/wiki/Q7075743","display_name":"Occupancy","level":2,"score":0.7031980752944946},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.690636932849884},{"id":"https://openalex.org/C2992886853","wikidata":"https://www.wikidata.org/wiki/Q18381816","display_name":"Post hoc","level":2,"score":0.6818521618843079},{"id":"https://openalex.org/C67761136","wikidata":"https://www.wikidata.org/wiki/Q2105849","display_name":"Post-hoc analysis","level":2,"score":0.5836817026138306},{"id":"https://openalex.org/C94523657","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Wireless ad hoc network","level":3,"score":0.5277196764945984},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5060033202171326},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3205973505973816},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.18866607546806335},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1243039071559906},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09895870089530945},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08688607811927795},{"id":"https://openalex.org/C199343813","wikidata":"https://www.wikidata.org/wiki/Q12128","display_name":"Dentistry","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3137133.3137146","doi":"https://doi.org/10.1145/3137133.3137146","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3137133.3137146","pdf_url":null,"source":{"id":"https://openalex.org/S7407086927","display_name":"ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (BuildSys)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"Proceedings of the 4th ACM International Conference on Systems for Energy-Efficient Built Environments","raw_type":"proceedings-article"},{"id":"pmh:oai:figshare.com:article/27400908","doi":null,"is_oa":false,"landing_page_url":"https://figshare.com/articles/conference_contribution/DA-HOC_semi-supervised_domain_adaptation_for_room_occupancy_prediction_using_CO2_sensor_data/27400908","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"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":"Conference contribution"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.7250000238418579,"display_name":"Sustainable cities and communities"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320315885","display_name":"Australian Government","ror":"https://ror.org/0314h5y94"},{"id":"https://openalex.org/F4320320972","display_name":"RMIT University","ror":"https://ror.org/04ttjf776"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W158260078","https://openalex.org/W2005514768","https://openalex.org/W2021941127","https://openalex.org/W2023817569","https://openalex.org/W2070808135","https://openalex.org/W2090923791","https://openalex.org/W2097381042","https://openalex.org/W2108611194","https://openalex.org/W2120708938","https://openalex.org/W2122838776","https://openalex.org/W2129877315","https://openalex.org/W2142827986","https://openalex.org/W2146807976","https://openalex.org/W2147179108","https://openalex.org/W2163302275","https://openalex.org/W2164384659","https://openalex.org/W2165698076","https://openalex.org/W2337075868","https://openalex.org/W2400282014","https://openalex.org/W2408336333","https://openalex.org/W2556013418","https://openalex.org/W2556328250","https://openalex.org/W2579628011","https://openalex.org/W2784268929"],"related_works":["https://openalex.org/W7027796986","https://openalex.org/W7071073527","https://openalex.org/W2636381492","https://openalex.org/W2794384220","https://openalex.org/W2784268929","https://openalex.org/W2895998205","https://openalex.org/W2933773907","https://openalex.org/W4402352406","https://openalex.org/W2963287487","https://openalex.org/W2970209319"],"abstract_inverted_index":{"Human":[0,28,62],"occupancy":[1,91,106],"counting":[2],"is":[3,84,146],"crucial":[4],"for":[5,24,61,107],"both":[6],"space":[7],"utilisation":[8],"and":[9,77,119,137,154],"building":[10],"energy":[11],"optimisation.":[12],"In":[13,53],"the":[14,37,57,70,75,88,122],"current":[15],"article,":[16],"we":[17],"present":[18],"a":[19,32,49,108,112,116],"semi-supervised":[20],"domain":[21],"adaptation":[22],"method":[23],"carbon":[25,50],"dioxide":[26,51],"-":[27,132],"Occupancy":[29,63],"Counter":[30],"(DA-HOC),":[31],"robust":[33],"way":[34],"to":[35,86,121,152,158],"estimate":[36],"number":[38,71,89],"of":[39,72,90],"people":[40],"within":[41],"in":[42,150,156],"one":[43],"room":[44,110,118],"by":[45,148],"using":[46,111],"data":[47,79],"from":[48,115],"sensor.":[52],"our":[54],"previous":[55],"work,":[56],"proposed":[58],"Seasonal":[59],"Decomposition":[60],"Counting":[64],"(SD-HOC)":[65],"model":[66,113],"can":[67],"accurately":[68,102],"predict":[69,87],"individuals":[73],"when":[74],"training":[76,94],"labelled":[78],"are":[80],"adequately":[81],"available.":[82],"DA-HOC":[83,101,127],"able":[85],"with":[92,128],"minimal":[93],"data,":[95],"as":[96,98],"little":[97],"one-day":[99],"data.":[100],"predicts":[103],"indoor":[104],"human":[105],"large":[109],"trained":[114],"small":[117],"adapted":[120],"larger":[123],"room.":[124],"We":[125],"evaluate":[126],"two":[129],"baseline":[130],"methods":[131],"support":[133],"vector":[134],"regression":[135],"technique":[136],"SD-HOC":[138],"model.":[139],"The":[140],"results":[141],"demonstrate":[142],"that":[143],"DA-HOC's":[144],"performance":[145],"better":[147],"12.29%":[149],"comparison":[151,157],"SVR":[153],"10.14%":[155],"SD-HOC.":[159]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":7}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2018-04-24T00:00:00"}