{"id":"https://openalex.org/W2920439701","doi":"https://doi.org/10.14569/ijacsa.2019.0100203","title":"Smart Building\u2019s Elevator with Intelligent Control Algorithm based on Bayesian Networks","display_name":"Smart Building\u2019s Elevator with Intelligent Control Algorithm based on Bayesian Networks","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2920439701","doi":"https://doi.org/10.14569/ijacsa.2019.0100203","mag":"2920439701"},"language":"en","primary_location":{"id":"doi:10.14569/ijacsa.2019.0100203","doi":"https://doi.org/10.14569/ijacsa.2019.0100203","is_oa":true,"landing_page_url":"https://doi.org/10.14569/ijacsa.2019.0100203","pdf_url":"http://thesai.org/Downloads/Volume10No2/Paper_3-Smart_Buildings_Elevator_with_Intelligent_Control.pdf","source":{"id":"https://openalex.org/S23629721","display_name":"International Journal of Advanced Computer Science and Applications","issn_l":"2156-5570","issn":["2156-5570","2158-107X"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","norway-1","poland-20","russia-white-list-3","vabb-shw"],"host_organization":"https://openalex.org/P4310311819","host_organization_name":"Science and Information Organization","host_organization_lineage":["https://openalex.org/P4310311819"],"host_organization_lineage_names":["Science and Information Organization"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Advanced Computer Science and Applications","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://thesai.org/Downloads/Volume10No2/Paper_3-Smart_Buildings_Elevator_with_Intelligent_Control.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031383338","display_name":"Yerzhigit Bapin","orcid":"https://orcid.org/0000-0001-7679-6111","observed_orcids":["https://orcid.org/0000-0001-7679-6111"]},"institutions":[{"id":"https://openalex.org/I145722265","display_name":"University of Thessaly","ror":"https://ror.org/04v4g9h31","country_code":"GR","type":"education","lineage":["https://openalex.org/I145722265"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Yerzhigit Bapin","raw_affiliation_strings":["Theory Division, General Department, University of Thessaly, Lamia, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Theory Division, General Department, University of Thessaly, Lamia, Greece","institution_ids":["https://openalex.org/I145722265"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065917811","display_name":"Vasilios Zarikas","orcid":"https://orcid.org/0000-0002-0419-1858","observed_orcids":["https://orcid.org/0000-0002-0419-1858"]},"institutions":[{"id":"https://openalex.org/I145722265","display_name":"University of Thessaly","ror":"https://ror.org/04v4g9h31","country_code":"GR","type":"education","lineage":["https://openalex.org/I145722265"]},{"id":"https://openalex.org/I60559429","display_name":"Nazarbayev University","ror":"https://ror.org/052bx8q98","country_code":"KZ","type":"education","lineage":["https://openalex.org/I60559429"]}],"countries":["GR","KZ"],"is_corresponding":false,"raw_author_name":"Vasilios Zarikas","raw_affiliation_strings":["School of Engineering , Nazarbayev University , 53 Kabanbay Batyr ave. , Astana , Kazakhstan","Theory Division, General Department, University of Thessaly, Lamia, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering , Nazarbayev University , 53 Kabanbay Batyr ave. , Astana , Kazakhstan","institution_ids":["https://openalex.org/I60559429"]},{"raw_affiliation_string":"Theory Division, General Department, University of Thessaly, Lamia, Greece","institution_ids":["https://openalex.org/I145722265"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2715,"has_fulltext":true,"cited_by_count":25,"citation_normalized_percentile":{"value":0.77430054,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":99},"biblio":{"volume":"10","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14011","display_name":"Elevator Systems and Control","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T14011","display_name":"Elevator Systems and Control","score":1.0,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.0,"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/T10121","display_name":"Building Energy and Comfort Optimization","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/bayesian-networks","display_name":"Bayesian networks","score":0.9330000281333923},{"id":"https://openalex.org/keywords/smart-buildings","display_name":"smart buildings","score":0.8989999890327454},{"id":"https://openalex.org/keywords/passenger-flow-estimation","display_name":"passenger flow estimation","score":0.5809999704360962},{"id":"https://openalex.org/keywords/variable-elimination","display_name":"variable elimination","score":0.6809999942779541},{"id":"https://openalex.org/keywords/expectation-maximization-algorithm","display_name":"expectation-maximization algorithm","score":0.9440000057220459},{"id":"https://openalex.org/keywords/probabilistic-decision-making","display_name":"probabilistic decision making","score":0.7770000100135803},{"id":"https://openalex.org/keywords/multi-storey-buildings","display_name":"multi-storey buildings","score":0.6200000047683716},{"id":"https://openalex.org/keywords/user-satisfaction","display_name":"user satisfaction","score":0.6169999837875366},{"id":"https://openalex.org/keywords/sensitivity-analysis","display_name":"sensitivity analysis","score":0.6079999804496765}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8595097064971924},{"id":"https://openalex.org/C147021018","wikidata":"https://www.wikidata.org/wiki/Q252451","display_name":"Elevator","level":2,"score":0.7569572329521179},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5692281723022461},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.534125566482544},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.47728219628334045},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43947717547416687},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.4360063672065735},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35955125093460083},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.14569/ijacsa.2019.0100203","doi":"https://doi.org/10.14569/ijacsa.2019.0100203","is_oa":true,"landing_page_url":"https://doi.org/10.14569/ijacsa.2019.0100203","pdf_url":"http://thesai.org/Downloads/Volume10No2/Paper_3-Smart_Buildings_Elevator_with_Intelligent_Control.pdf","source":{"id":"https://openalex.org/S23629721","display_name":"International Journal of Advanced Computer Science and Applications","issn_l":"2156-5570","issn":["2156-5570","2158-107X"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","norway-1","poland-20","russia-white-list-3","vabb-shw"],"host_organization":"https://openalex.org/P4310311819","host_organization_name":"Science and Information Organization","host_organization_lineage":["https://openalex.org/P4310311819"],"host_organization_lineage_names":["Science and Information Organization"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Advanced Computer Science and Applications","raw_type":"journal-article"},{"id":"pmh:oai:nur.nu.edu.kz:123456789/9152","doi":null,"is_oa":true,"landing_page_url":"https://nur.nu.edu.kz/handle/123456789/9152","pdf_url":"https://nur.nu.edu.kz/bitstreams/e44879d2-32a2-4d93-982b-82b528c91b0f/download","source":{"id":"https://openalex.org/S4377196417","display_name":"Nazarbayev University Repository (Nazarbayev University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I60559429","host_organization_name":"Nazarbayev University","host_organization_lineage":["https://openalex.org/I60559429"],"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:ir.lib.uth.gr:11615/71118","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/11615/71118","pdf_url":null,"source":{"id":"https://openalex.org/S4306400243","display_name":"University of Thessaly Institutional Repository (University of Thessaly)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I145722265","host_organization_name":"University of Thessaly","host_organization_lineage":["https://openalex.org/I145722265"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Advanced Computer Science and Applications","raw_type":"journalArticle"}],"best_oa_location":{"id":"doi:10.14569/ijacsa.2019.0100203","doi":"https://doi.org/10.14569/ijacsa.2019.0100203","is_oa":true,"landing_page_url":"https://doi.org/10.14569/ijacsa.2019.0100203","pdf_url":"http://thesai.org/Downloads/Volume10No2/Paper_3-Smart_Buildings_Elevator_with_Intelligent_Control.pdf","source":{"id":"https://openalex.org/S23629721","display_name":"International Journal of Advanced Computer Science and Applications","issn_l":"2156-5570","issn":["2156-5570","2158-107X"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","norway-1","poland-20","russia-white-list-3","vabb-shw"],"host_organization":"https://openalex.org/P4310311819","host_organization_name":"Science and Information Organization","host_organization_lineage":["https://openalex.org/P4310311819"],"host_organization_lineage_names":["Science and Information Organization"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Advanced Computer Science and Applications","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5378999710083008,"display_name":"Industry, innovation and infrastructure"},{"id":"https://metadata.un.org/sdg/11","score":0.5142999887466431,"display_name":"Sustainable cities and communities"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320327695","display_name":"Nazarbayev University","ror":"https://ror.org/052bx8q98"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2920439701.pdf","grobid_xml":"https://content.openalex.org/works/W2920439701.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W181231970","https://openalex.org/W589952740","https://openalex.org/W627140926","https://openalex.org/W1491161555","https://openalex.org/W1755360231","https://openalex.org/W1966008995","https://openalex.org/W1980452149","https://openalex.org/W1994444587","https://openalex.org/W1995945562","https://openalex.org/W2001838454","https://openalex.org/W2003962873","https://openalex.org/W2026045445","https://openalex.org/W2055723252","https://openalex.org/W2089105401","https://openalex.org/W2127462920","https://openalex.org/W2130852909","https://openalex.org/W2135084747","https://openalex.org/W2173907415","https://openalex.org/W2175416152","https://openalex.org/W2274680267","https://openalex.org/W2287987275","https://openalex.org/W2322716741","https://openalex.org/W2419522691","https://openalex.org/W2525813444","https://openalex.org/W2543450772","https://openalex.org/W2576184159","https://openalex.org/W2774472634","https://openalex.org/W2791149433","https://openalex.org/W2811305227","https://openalex.org/W2883694623","https://openalex.org/W2896163515","https://openalex.org/W2906798918","https://openalex.org/W2906860598","https://openalex.org/W2907840902","https://openalex.org/W3004762122","https://openalex.org/W3117017065","https://openalex.org/W3147501903","https://openalex.org/W4214738776","https://openalex.org/W4299670631"],"related_works":["https://openalex.org/W3107159060","https://openalex.org/W319391104","https://openalex.org/W2130882574","https://openalex.org/W2887563652","https://openalex.org/W7169879948","https://openalex.org/W4403061369","https://openalex.org/W4414055046","https://openalex.org/W2003962873","https://openalex.org/W7131893956","https://openalex.org/W2382078117"],"abstract_inverted_index":{"Implementation":[0],"of":[1,25,35,41,47,113,125,139,158,191,213],"the":[2,21,39,56,60,72,84,94,101,107,123,126,136,140,155,159,162,176,192,207,214],"intelligent":[3],"elevator":[4,29,53],"control":[5,30,54,175],"systems":[6],"based":[7],"on":[8],"machine-learning":[9],"algorithms":[10,31],"should":[11],"play":[12],"an":[13],"important":[14],"role":[15],"in":[16,38,148,179,210],"our":[17],"effort":[18],"to":[19,51,88,105,121,168,174,196,205],"improve":[20],"sustainability":[22],"and":[23,66,75,92,115,118,188],"convenience":[24],"multi-floor":[26],"buildings.":[27],"Traditional":[28],"are":[32,199],"not":[33],"capable":[34,173],"operating":[36],"efficiently":[37],"presence":[40],"uncertainty":[42],"caused":[43],"by":[44,71,83,134,153],"random":[45],"flow":[46],"people.":[48],"As":[49],"opposed":[50],"conventional":[52],"approach,":[55],"proposed":[57,98,130],"algorithm":[58,99,120,131,203],"utilizes":[59,100],"information":[61,80],"about":[62],"passenger":[63],"group":[64],"sizes":[65],"their":[67],"waiting":[68],"time,":[69],"provided":[70],"image":[73],"acquisition":[74],"processing":[76],"system.":[77],"Next,":[78],"this":[79],"is":[81],"used":[82],"probabilistic":[85],"decision-making":[86,163],"model":[87],"conduct":[89],"Bayesian":[90],"inference":[91],"update":[93],"variable":[95,102],"parameters.":[96],"The":[97,129,165,201],"elimination":[103],"technique":[104],"reduce":[106],"computational":[108],"complexity":[109],"associated":[110],"with":[111,143],"calculation":[112],"marginal":[114],"conditional":[116],"probabilities,":[117],"Expectation-Maximization":[119],"ensure":[122],"completeness":[124],"data":[127],"sets.":[128],"was":[132,151,167],"evaluated":[133],"assessing":[135],"correspondence":[137,149],"level":[138,150],"resulting":[141],"decisions":[142],"expected":[144],"ones.":[145],"Significant":[146],"improvement":[147],"obtained":[152],"adjusting":[154],"probability":[156],"distributions":[157],"variables":[160],"affecting":[161],"process.":[164],"aim":[166],"construct":[169],"a":[170],"decision":[171],"engine":[172],"elevators":[177],"actions,":[178],"way":[180],"that":[181],"improves":[182],"user\u2019s":[183],"satisfaction.":[184],"Both":[185],"sensitivity":[186],"analysis":[187],"evaluation":[189],"study":[190],"implemented":[193],"model,":[194],"according":[195],"several":[197],"scenarios,":[198],"presented.":[200],"overall":[202],"proved":[204],"exhibit":[206],"desired":[208],"behavior,":[209],"94%":[211],"case":[212],"scenarios":[215],"tested.":[216]},"counts_by_year":[{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":2}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2019-03-11T00:00:00"}
