{"id":"https://openalex.org/W2546568053","doi":"https://doi.org/10.1145/2993422.2993428","title":"Data mining-based localisation of spatial low-resolution sensors in commercial buildings","display_name":"Data mining-based localisation of spatial low-resolution sensors in commercial buildings","publication_year":2016,"publication_date":"2016-11-02","ids":{"openalex":"https://openalex.org/W2546568053","doi":"https://doi.org/10.1145/2993422.2993428","mag":"2546568053"},"language":"en","primary_location":{"id":"doi:10.1145/2993422.2993428","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2993422.2993428","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments","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/A5004350850","display_name":"Luis I. Lopera Gonz\u00e1lez","orcid":"https://orcid.org/0000-0002-3188-5302"},"institutions":[{"id":"https://openalex.org/I186354981","display_name":"University of Passau","ror":"https://ror.org/05ydjnb78","country_code":"DE","type":"education","lineage":["https://openalex.org/I186354981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Luis I. Lopera Gonzalez","raw_affiliation_strings":["Chair of Sensor Technology, University of Passau, Passau, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chair of Sensor Technology, University of Passau, Passau, Germany","institution_ids":["https://openalex.org/I186354981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062417368","display_name":"Reimar Stier","orcid":null},"institutions":[{"id":"https://openalex.org/I186354981","display_name":"University of Passau","ror":"https://ror.org/05ydjnb78","country_code":"DE","type":"education","lineage":["https://openalex.org/I186354981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Reimar Stier","raw_affiliation_strings":["Chair of Sensor Technology, University of Passau, Passau, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chair of Sensor Technology, University of Passau, Passau, Germany","institution_ids":["https://openalex.org/I186354981"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064135418","display_name":"Oliver Amft","orcid":"https://orcid.org/0000-0001-6811-3659"},"institutions":[{"id":"https://openalex.org/I186354981","display_name":"University of Passau","ror":"https://ror.org/05ydjnb78","country_code":"DE","type":"education","lineage":["https://openalex.org/I186354981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Oliver Amft","raw_affiliation_strings":["Chair of Sensor Technology, University of Passau, Passau, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chair of Sensor Technology, University of Passau, Passau, Germany","institution_ids":["https://openalex.org/I186354981"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I186354981"],"apc_list":null,"apc_paid":null,"fwci":0.744,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.75902275,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"187","last_page":"196"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":1.0,"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/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.9848999977111816,"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/image-resolution","display_name":"Image resolution","score":0.5756171345710754},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5449931621551514},{"id":"https://openalex.org/keywords/resolution","display_name":"Resolution (logic)","score":0.4174915850162506},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.41340431571006775},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.286309152841568},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.18807703256607056}],"concepts":[{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.5756171345710754},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5449931621551514},{"id":"https://openalex.org/C138268822","wikidata":"https://www.wikidata.org/wiki/Q1051925","display_name":"Resolution (logic)","level":2,"score":0.4174915850162506},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.41340431571006775},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.286309152841568},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.18807703256607056}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2993422.2993428","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2993422.2993428","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320316370","display_name":"Universit\u00e4t Passau","ror":"https://ror.org/05ydjnb78"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W586437679","https://openalex.org/W1507803203","https://openalex.org/W1534445234","https://openalex.org/W1599841270","https://openalex.org/W1605510164","https://openalex.org/W1988543519","https://openalex.org/W1998726854","https://openalex.org/W2038154120","https://openalex.org/W2057891618","https://openalex.org/W2063605977","https://openalex.org/W2097507524","https://openalex.org/W2110862165","https://openalex.org/W2114486396","https://openalex.org/W2117829160","https://openalex.org/W2124178852","https://openalex.org/W2124737779","https://openalex.org/W2128356540","https://openalex.org/W2137343183","https://openalex.org/W2150832435","https://openalex.org/W2207880611","https://openalex.org/W2341614611"],"related_works":["https://openalex.org/W2362774332","https://openalex.org/W4249245269","https://openalex.org/W2025681766","https://openalex.org/W2765548132","https://openalex.org/W2369060955","https://openalex.org/W2542402767","https://openalex.org/W3023086044","https://openalex.org/W2142226356","https://openalex.org/W3210000161","https://openalex.org/W2159917832"],"abstract_inverted_index":{"We":[0,93,112,143],"present":[1],"an":[2],"approach":[3,76,149,209],"to":[4,106,196,213],"infer":[5,139],"relative":[6,140],"position":[7],"and":[8,32,46,101,131,147,163,170,206,215],"orientation":[9],"of":[10,24,30,40,68,121,129,222],"ubiquitous":[11],"building-installed":[12],"low-resolution":[13,81],"spatial":[14,71,82,108,218],"sensors":[15,31,42,60,153],"using":[16,150],"real-life":[17,156],"measurements.":[18],"Commercial":[19],"buildings":[20],"accumulate":[21],"a":[22,164],"\"zoo\"":[23],"heterogeneous":[25,217],"devices,":[26],"as":[27],"new":[28],"generations":[29],"emerging":[33],"modalities":[34],"become":[35],"available.":[36],"The":[37],"increasing":[38],"number":[39],"building":[41,99,157],"pose":[43],"challenging":[44],"commissioning":[45],"maintenance":[47],"tasks":[48],"that":[49,185],"require":[50],"sensor":[51,104,141,168,186,219],"arrangement":[52],"information.":[53],"In":[54],"this":[55],"work":[56],"we":[57,183],"focus":[58],"on":[59,134,174,198,203],"which":[61],"can":[62,87,210],"track":[63],"objects":[64,86,116],"in":[65,154,180],"their":[66],"field":[67,120],"view,":[69,122],"i.e.,":[70,84],"sensors.":[72,111],"Furthermore,":[73],"our":[74,145],"proposed":[75],"is":[77],"fined":[78],"tuned":[79],"for":[80],"sensors,":[83,130],"where":[85],"be":[88,189,211],"detected":[89],"but":[90],"not":[91],"identified.":[92],"exploit":[94],"user":[95],"walking":[96],"trajectories":[97],"within":[98],"spaces":[100],"the":[102,135,199,223],"resulting":[103],"signatures":[105],"identify":[107],"relations":[109],"between":[110,127],"start":[113],"by":[114],"tracking":[115],"through":[117],"each":[118,181],"sensor's":[119,224],"then":[123],"create":[124],"link":[125,137],"rules":[126],"pairs":[128],"finally,":[132],"based":[133],"mined":[136],"rules,":[138],"arrangement.":[142],"evaluated":[144],"mining":[146],"sorting":[148],"thermopile":[151],"array":[152],"four":[155],"scenarios:":[158],"corridor,":[159],"T-crossing,":[160],"meeting":[161],"room,":[162],"foyer,":[165],"involving":[166],"different":[167],"arrangements":[169,187],"network":[171],"sizes.":[172],"Based":[173],"data":[175],"acquired":[176],"over":[177],"multiple":[178],"weeks":[179],"scenario,":[182],"found":[184],"could":[188],"inferred":[190],"with":[191],"accuracies":[192],"ranging":[193],"from":[194],"77%":[195],"100%":[197],"best":[200],"days,":[201],"depending":[202],"scenario":[204],"complexity":[205],"use.":[207],"Our":[208],"beneficial":[212],"derive":[214],"maintain":[216],"networks,":[220],"independent":[221],"communication":[225],"protocol.":[226]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}