{"id":"https://openalex.org/W2490067093","doi":"https://doi.org/10.1109/i2mtc.2016.7520562","title":"New method for accurate prediction of CO2 in the Smart Home","display_name":"New method for accurate prediction of CO2 in the Smart Home","publication_year":2016,"publication_date":"2016-05-01","ids":{"openalex":"https://openalex.org/W2490067093","doi":"https://doi.org/10.1109/i2mtc.2016.7520562","mag":"2490067093"},"language":"en","primary_location":{"id":"doi:10.1109/i2mtc.2016.7520562","is_oa":false,"landing_page_url":"https://doi.org/10.1109/i2mtc.2016.7520562","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Instrumentation and Measurement Technology Conference Proceedings","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/A5070886740","display_name":"Jan Va\u0148u\u0161","orcid":"https://orcid.org/0000-0003-3802-0595"},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Jan Vanus","raw_affiliation_strings":["Department of Cybernetics and Biomedical Engineering, VSB-Technical University of Ostrava, Ostrava, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cybernetics and Biomedical Engineering, VSB-Technical University of Ostrava, Ostrava, Czech Republic","institution_ids":["https://openalex.org/I142208455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042254735","display_name":"Radek Mart\u00ednek","orcid":"https://orcid.org/0000-0003-2054-143X"},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Radek Martinek","raw_affiliation_strings":["Department of Cybernetics and Biomedical Engineering, VSB-Technical University of Ostrava, Ostrava, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cybernetics and Biomedical Engineering, VSB-Technical University of Ostrava, Ostrava, Czech Republic","institution_ids":["https://openalex.org/I142208455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015416684","display_name":"Petr Bil\u00edk","orcid":"https://orcid.org/0000-0001-8655-778X"},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Petr Bilik","raw_affiliation_strings":["Department of Cybernetics and Biomedical Engineering, VSB-Technical University of Ostrava, Ostrava, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cybernetics and Biomedical Engineering, VSB-Technical University of Ostrava, Ostrava, Czech Republic","institution_ids":["https://openalex.org/I142208455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107861118","display_name":"Jan \u017d\u00eddek","orcid":null},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Jan Zidek","raw_affiliation_strings":["Department of Cybernetics and Biomedical Engineering, VSB-Technical University of Ostrava, Ostrava, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cybernetics and Biomedical Engineering, VSB-Technical University of Ostrava, Ostrava, Czech Republic","institution_ids":["https://openalex.org/I142208455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072275934","display_name":"Pavel Dohn\u00e1lek","orcid":null},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Pavel Dohnalek","raw_affiliation_strings":["Department of Computer Science, VSB-Technical University of Ostrava, Ostrava, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, VSB-Technical University of Ostrava, Ostrava, Czech Republic","institution_ids":["https://openalex.org/I142208455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056523918","display_name":"Petr Gajdo\u0161","orcid":"https://orcid.org/0000-0003-1831-3489"},"institutions":[{"id":"https://openalex.org/I142208455","display_name":"VSB - Technical University of Ostrava","ror":"https://ror.org/05x8mcb75","country_code":"CZ","type":"education","lineage":["https://openalex.org/I142208455"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Petr Gajdos","raw_affiliation_strings":["Department of Computer Science, VSB-Technical University of Ostrava, Ostrava, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, VSB-Technical University of Ostrava, Ostrava, Czech Republic","institution_ids":["https://openalex.org/I142208455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I142208455"],"apc_list":null,"apc_paid":null,"fwci":2.525,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.90368377,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14353","display_name":"Wireless Sensor Networks for Data Analysis","score":0.984499990940094,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T14353","display_name":"Wireless Sensor Networks for Data Analysis","score":0.984499990940094,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.980400025844574,"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"}},{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9305999875068665,"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/home-automation","display_name":"Home automation","score":0.5547510385513306},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5164480209350586},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.48231077194213867},{"id":"https://openalex.org/keywords/building-automation","display_name":"Building automation","score":0.4332544803619385},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3242504596710205},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12594041228294373}],"concepts":[{"id":"https://openalex.org/C507571656","wikidata":"https://www.wikidata.org/wiki/Q848436","display_name":"Home automation","level":2,"score":0.5547510385513306},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5164480209350586},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.48231077194213867},{"id":"https://openalex.org/C83931994","wikidata":"https://www.wikidata.org/wiki/Q1149653","display_name":"Building automation","level":2,"score":0.4332544803619385},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3242504596710205},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12594041228294373},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/i2mtc.2016.7520562","is_oa":false,"landing_page_url":"https://doi.org/10.1109/i2mtc.2016.7520562","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Instrumentation and Measurement Technology Conference Proceedings","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Responsible consumption and production","score":0.550000011920929,"id":"https://metadata.un.org/sdg/12"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1515854583","https://openalex.org/W1594031697","https://openalex.org/W1994987649","https://openalex.org/W2020664281","https://openalex.org/W2057955812","https://openalex.org/W2061288923","https://openalex.org/W2070206742","https://openalex.org/W2160107665","https://openalex.org/W2291937259","https://openalex.org/W2298372233","https://openalex.org/W2911964244","https://openalex.org/W3085162807"],"related_works":["https://openalex.org/W3015874164","https://openalex.org/W2377198601","https://openalex.org/W2381980924","https://openalex.org/W2353774927","https://openalex.org/W2081026125","https://openalex.org/W2164722262","https://openalex.org/W1860767939","https://openalex.org/W4200521116","https://openalex.org/W1502755437","https://openalex.org/W2129847895"],"abstract_inverted_index":{"This":[0],"article":[1],"describes":[2],"new":[3],"method":[4,104],"for":[5,78,121,132],"accurate":[6],"prediction":[7,79],"of":[8,22,41,80,85,94,112,134,141,146],"CO2in":[9],"the":[10,15,23,34,42,56,83,89,101,103,107,110,123,128,135,147,150],"Smart":[11,62,90],"Home":[12,91],"calculated":[13],"from":[14,33],"temperature":[16,66],"and":[17,59,68],"relative":[18],"humidity":[19,69],"in":[20,61,82,88,100],"application":[21,93],"decision":[24,95],"tree":[25,96],"regression":[26],"method.":[27],"The":[28,47,64,115],"measured":[29,65],"data":[30],"are":[31,52,72],"loaded":[32],"individual":[35,48],"BACnet":[36,49],"technology":[37,50],"sensors":[38],"by":[39,92],"means":[40],"Desigo":[43],"Insight":[44],"visualization":[45],"tool.":[46],"components":[51],"used":[53,74,120],"to":[54,144],"control":[55],"heating,":[57],"cooling":[58],"ventilation":[60],"Home.":[63],"(T)":[67],"(rH)":[70],"values":[71],"then":[73],"as":[75],"input":[76],"parameters":[77],"CO2content":[81,108],"air":[84],"selected":[86],"rooms":[87],"regression.":[97],"As":[98],"described":[99],"article,":[102],"can":[105,118],"determine":[106],"with":[109],"accuracy":[111],"46.25":[113],"ppm.":[114],"obtained":[116],"information":[117],"be":[119],"monitoring":[122],"residents'":[124,151],"life":[125],"activities,":[126],"optimizing":[127],"technical":[129],"service":[130],"system":[131],"reduction":[133],"building's":[136],"operating":[137],"costs":[138],"or":[139,149],"automation":[140],"its":[142],"responses":[143],"changes":[145],"environment":[148],"activities.":[152]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
