{"id":"https://openalex.org/W2786427228","doi":"https://doi.org/10.29007/g44l","title":"A combined model-based and data-driven approach for monitoring smart buildings","display_name":"A combined model-based and data-driven approach for monitoring smart buildings","publication_year":2018,"publication_date":"2018-01-12","ids":{"openalex":"https://openalex.org/W2786427228","doi":"https://doi.org/10.29007/g44l","mag":"2786427228"},"language":"en","primary_location":{"id":"doi:10.29007/g44l","is_oa":false,"landing_page_url":"https://doi.org/10.29007/g44l","pdf_url":null,"source":{"id":"https://openalex.org/S4220650884","display_name":"Kalpa publications in computing","issn_l":"2515-1762","issn":["2515-1762"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Kalpa Publications in Computing","raw_type":"proceedings-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/A5086878357","display_name":"Hamed Khorasgani","orcid":"https://orcid.org/0000-0002-0892-6276"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Hamed Khorasgani","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5051150754","display_name":"Gautam Biswas","orcid":"https://orcid.org/0000-0002-2752-3878"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gautam Biswas","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5086878357"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5075,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.72547134,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"4","issue":null,"first_page":"21","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9887999892234802,"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"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9887999892234802,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9388999938964844,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9359999895095825,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7324969172477722},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.5958719849586487},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5937594771385193},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5906020998954773},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4948217272758484},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.48378750681877136},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4759259521961212},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4383087456226349},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4144289493560791},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.12424248456954956}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7324969172477722},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.5958719849586487},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5937594771385193},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5906020998954773},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4948217272758484},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.48378750681877136},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4759259521961212},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4383087456226349},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4144289493560791},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.12424248456954956},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.29007/g44l","is_oa":false,"landing_page_url":"https://doi.org/10.29007/g44l","pdf_url":null,"source":{"id":"https://openalex.org/S4220650884","display_name":"Kalpa publications in computing","issn_l":"2515-1762","issn":["2515-1762"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Kalpa Publications in Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.6000000238418579}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2560215812","https://openalex.org/W2949601986","https://openalex.org/W2788972299","https://openalex.org/W2521347458","https://openalex.org/W2498789492","https://openalex.org/W2729981612","https://openalex.org/W2925692864","https://openalex.org/W4233449973","https://openalex.org/W4391013256","https://openalex.org/W2184115898"],"abstract_inverted_index":{"This":[0],"paper":[1],"combines":[2,32],"a":[3,15,41,80,101],"residual-based":[4],"diagnosis":[5,38,42],"approach":[6,35,99],"and":[7,36,45,95],"an":[8,104],"unsupervised":[9],"anomaly":[10],"detection":[11],"method":[12,31],"to":[13,39],"develop":[14],"hybrid":[16],"methodology":[17],"for":[18,22,90],"monitoring":[19],"smart":[20,63],"buildings":[21],"which":[23],"complete":[24],"models":[25],"are":[26],"not":[27],"available.":[28],"The":[29],"proposed":[30,98],"data":[33],"mining":[34],"model-based":[37],"update":[40],"reference":[43],"model":[44],"improve":[46],"the":[47,53,65,72,91,97,111],"overall":[48],"diagnostics":[49],"performance.":[50],"To":[51],"estimate":[52],"likelihood":[54],"of":[55],"each":[56],"potential":[57],"fault":[58],"in":[59,110,116],"complex":[60],"systems":[61],"like":[62],"buildings,":[64],"dependencies":[66],"between":[67],"components":[68],"and,":[69],"there-":[70],"fore,":[71],"monitors":[73],"should":[74],"be":[75],"considered.":[76],"In":[77],"this":[78],"work,":[79],"tree":[81],"augmented":[82],"naive":[83],"Bayesian":[84],"learning":[85],"algorithm":[86],"(TAN)":[87],"is":[88],"used":[89],"classification.":[92],"We":[93],"demonstrate":[94],"validate":[96],"using":[100],"data-set":[102],"from":[103],"outdoor":[105],"air":[106],"unit":[107],"(OAU)":[108],"system":[109],"Lentz":[112],"public":[113],"health":[114],"center":[115],"Nashville.":[117]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}