{"id":"https://openalex.org/W2784401149","doi":"https://doi.org/10.1109/percomw.2018.8480314","title":"Energy-based decision engine for household human activity recognition","display_name":"Energy-based decision engine for household human activity recognition","publication_year":2018,"publication_date":"2018-03-01","ids":{"openalex":"https://openalex.org/W2784401149","doi":"https://doi.org/10.1109/percomw.2018.8480314","mag":"2784401149"},"language":"en","primary_location":{"id":"doi:10.1109/percomw.2018.8480314","is_oa":false,"landing_page_url":"https://doi.org/10.1109/percomw.2018.8480314","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/2086/15116","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007136125","display_name":"Anastasios Vafeiadis","orcid":"https://orcid.org/0000-0003-1102-5708"},"institutions":[{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Anastasios Vafeiadis","raw_affiliation_strings":["Information Technologies Institute Center for Research & Technology Hellas, Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"Information Technologies Institute Center for Research & Technology Hellas, Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210093649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065741295","display_name":"Thanasis Vafeiadis","orcid":"https://orcid.org/0000-0003-3682-7539"},"institutions":[{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Thanasis Vafeiadis","raw_affiliation_strings":["Information Technologies Institute Center for Research & Technology Hellas, Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"Information Technologies Institute Center for Research & Technology Hellas, Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210093649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063137148","display_name":"Stelios Zikos","orcid":null},"institutions":[{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Stelios Zikos","raw_affiliation_strings":["Information Technologies Institute Center for Research & Technology Hellas, Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"Information Technologies Institute Center for Research & Technology Hellas, Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210093649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047522653","display_name":"Stelios Krinidis","orcid":"https://orcid.org/0000-0002-9666-7023"},"institutions":[{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Stelios Krinidis","raw_affiliation_strings":["Information Technologies Institute Center for Research & Technology Hellas, Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"Information Technologies Institute Center for Research & Technology Hellas, Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210093649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064307246","display_name":"Konstantinos Votis","orcid":"https://orcid.org/0000-0001-6381-8326"},"institutions":[{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Konstantinos Votis","raw_affiliation_strings":["Information Technologies Institute Center for Research & Technology Hellas, Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"Information Technologies Institute Center for Research & Technology Hellas, Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210093649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000523843","display_name":"Dimitrios Giakoumis","orcid":"https://orcid.org/0000-0003-1844-186X"},"institutions":[{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitrios Giakoumis","raw_affiliation_strings":["Information Technologies Institute Center for Research & Technology Hellas, Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"Information Technologies Institute Center for Research & Technology Hellas, Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210093649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000323469","display_name":"Dimosthenis Ioannidis","orcid":"https://orcid.org/0000-0002-5747-2186"},"institutions":[{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimosthenis Ioannidis","raw_affiliation_strings":["Information Technologies Institute Center for Research & Technology Hellas, Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"Information Technologies Institute Center for Research & Technology Hellas, Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210093649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087452615","display_name":"Dimitrios Tzovaras","orcid":"https://orcid.org/0000-0001-6915-6722"},"institutions":[{"id":"https://openalex.org/I4210093649","display_name":"Information Technologies Institute","ror":"https://ror.org/0069akp70","country_code":"GR","type":"nonprofit","lineage":["https://openalex.org/I4210093649"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitrios Tzovaras","raw_affiliation_strings":["Information Technologies Institute Center for Research & Technology Hellas, Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"Information Technologies Institute Center for Research & Technology Hellas, Thessaloniki, Greece","institution_ids":["https://openalex.org/I4210093649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100443536","display_name":"Liming Chen","orcid":"https://orcid.org/0000-0003-0200-7989"},"institutions":[{"id":"https://openalex.org/I66943878","display_name":"De Montfort University","ror":"https://ror.org/0312pnr83","country_code":"GB","type":"education","lineage":["https://openalex.org/I66943878"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Liming Chen","raw_affiliation_strings":["Faculty of Technology, De Montfort University Leicester, UK"],"affiliations":[{"raw_affiliation_string":"Faculty of Technology, De Montfort University Leicester, UK","institution_ids":["https://openalex.org/I66943878"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025449942","display_name":"Raouf Hamzaoui","orcid":"https://orcid.org/0000-0001-6699-7331"},"institutions":[{"id":"https://openalex.org/I66943878","display_name":"De Montfort University","ror":"https://ror.org/0312pnr83","country_code":"GB","type":"education","lineage":["https://openalex.org/I66943878"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Raouf Hamzaoui","raw_affiliation_strings":["Faculty of Technology, De Montfort University Leicester, UK"],"affiliations":[{"raw_affiliation_string":"Faculty of Technology, De Montfort University Leicester, UK","institution_ids":["https://openalex.org/I66943878"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5007136125"],"corresponding_institution_ids":["https://openalex.org/I4210093649"],"apc_list":null,"apc_paid":null,"fwci":0.3198,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.60483107,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"704","last_page":"709"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12222","display_name":"IoT-based Smart Home Systems","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10603","display_name":"Smart Grid Energy Management","score":0.9854999780654907,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/exploit","display_name":"Exploit","score":0.8650732040405273},{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity recognition","score":0.7319843769073486},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6657803058624268},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.6602797508239746},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.5933849215507507},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4581148028373718},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4010276794433594},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3776059150695801},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.22133591771125793},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18748342990875244}],"concepts":[{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.8650732040405273},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.7319843769073486},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6657803058624268},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6602797508239746},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.5933849215507507},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4581148028373718},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4010276794433594},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3776059150695801},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.22133591771125793},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18748342990875244},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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":2,"locations":[{"id":"doi:10.1109/percomw.2018.8480314","is_oa":false,"landing_page_url":"https://doi.org/10.1109/percomw.2018.8480314","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops)","raw_type":"proceedings-article"},{"id":"pmh:oai:dora.dmu.ac.uk:2086/15116","is_oa":true,"landing_page_url":"http://hdl.handle.net/2086/15116","pdf_url":null,"source":{"id":"https://openalex.org/S4306400394","display_name":"DMU Open Research Archive (De Montfort University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66943878","host_organization_name":"De Montfort University","host_organization_lineage":["https://openalex.org/I66943878"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference"}],"best_oa_location":{"id":"pmh:oai:dora.dmu.ac.uk:2086/15116","is_oa":true,"landing_page_url":"http://hdl.handle.net/2086/15116","pdf_url":null,"source":{"id":"https://openalex.org/S4306400394","display_name":"DMU Open Research Archive (De Montfort University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66943878","host_organization_name":"De Montfort University","host_organization_lineage":["https://openalex.org/I66943878"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference"},"sustainable_development_goals":[{"score":0.8700000047683716,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W179179905","https://openalex.org/W273955616","https://openalex.org/W1017259516","https://openalex.org/W1498436455","https://openalex.org/W1541284702","https://openalex.org/W1678356000","https://openalex.org/W1970977008","https://openalex.org/W1980082502","https://openalex.org/W1986847617","https://openalex.org/W1990844260","https://openalex.org/W2000268259","https://openalex.org/W2017634428","https://openalex.org/W2036333160","https://openalex.org/W2054780155","https://openalex.org/W2059732136","https://openalex.org/W2087347434","https://openalex.org/W2093467859","https://openalex.org/W2101234009","https://openalex.org/W2103388129","https://openalex.org/W2108712612","https://openalex.org/W2113204097","https://openalex.org/W2136431085","https://openalex.org/W2163121678","https://openalex.org/W2484066977","https://openalex.org/W2506886870","https://openalex.org/W2527874328","https://openalex.org/W2727756476","https://openalex.org/W4235765578","https://openalex.org/W6607259140","https://openalex.org/W6610017368","https://openalex.org/W6626413878","https://openalex.org/W6629815555","https://openalex.org/W6632262217","https://openalex.org/W6675354045","https://openalex.org/W6721622655","https://openalex.org/W6740743283"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W4214628662","https://openalex.org/W4297745244","https://openalex.org/W2037518538","https://openalex.org/W2156822401","https://openalex.org/W3092380670","https://openalex.org/W3125847301","https://openalex.org/W4313390786","https://openalex.org/W2089393798","https://openalex.org/W2356819012"],"abstract_inverted_index":{"We":[0,13],"propose":[1],"a":[2,10,47],"framework":[3],"for":[4,50],"energy-based":[5],"human":[6,41],"activity":[7],"recognition":[8],"in":[9,54],"household":[11,23],"environment.":[12],"apply":[14],"machine":[15],"learning":[16],"techniques":[17],"to":[18,39],"infer":[19],"the":[20,55],"state":[21],"of":[22,57],"appliances":[24],"from":[25],"their":[26],"energy":[27],"consumption":[28],"data":[29,52],"and":[30],"use":[31],"rule-":[32],"based":[33],"scenarios":[34],"that":[35],"exploit":[36],"these":[37],"states":[38],"detect":[40],"activity.":[42],"Our":[43],"decision":[44],"engine":[45],"achieved":[46],"99.1%":[48],"accuracy":[49],"real-world":[51],"collected":[53],"kitchens":[56],"two":[58],"smart":[59],"homes.":[60]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}