{"id":"https://openalex.org/W3082874631","doi":"https://doi.org/10.1109/embc44109.2020.9175351","title":"A Simple Two-Dimensional Location Embedding for Passive Infrared Motion-Sensing based Home Monitoring Applications","display_name":"A Simple Two-Dimensional Location Embedding for Passive Infrared Motion-Sensing based Home Monitoring Applications","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3082874631","doi":"https://doi.org/10.1109/embc44109.2020.9175351","mag":"3082874631","pmid":"https://pubmed.ncbi.nlm.nih.gov/33019299"},"language":"en","primary_location":{"id":"doi:10.1109/embc44109.2020.9175351","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc44109.2020.9175351","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5002552406","display_name":"Angela Botros","orcid":"https://orcid.org/0000-0002-1245-2931"},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Angela A. Botros","raw_affiliation_strings":["ARTORG Center for Biomedical Enginering Research, University of Bern, Switzerland"],"affiliations":[{"raw_affiliation_string":"ARTORG Center for Biomedical Enginering Research, University of Bern, Switzerland","institution_ids":["https://openalex.org/I118564535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020637745","display_name":"Narayan Sch\u00fctz","orcid":"https://orcid.org/0000-0001-5069-407X"},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Narayan Schutz","raw_affiliation_strings":["ARTORG Center for Biomedical Enginering Research, University of Bern, Switzerland"],"affiliations":[{"raw_affiliation_string":"ARTORG Center for Biomedical Enginering Research, University of Bern, Switzerland","institution_ids":["https://openalex.org/I118564535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005498655","display_name":"Hugo Saner","orcid":"https://orcid.org/0000-0002-8025-7433"},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Hugo Saner","raw_affiliation_strings":["ARTORG Center for Biomedical Enginering Research, University of Bern, Switzerland"],"affiliations":[{"raw_affiliation_string":"ARTORG Center for Biomedical Enginering Research, University of Bern, Switzerland","institution_ids":["https://openalex.org/I118564535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015697635","display_name":"Philipp Buluschek","orcid":"https://orcid.org/0000-0001-6577-200X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Philipp Buluschek","raw_affiliation_strings":["DomoSafety S.A., Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"DomoSafety S.A., Lausanne, Switzerland","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067614854","display_name":"Tobias Nef","orcid":"https://orcid.org/0000-0002-8069-9450"},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Tobias Nef","raw_affiliation_strings":["ARTORG Center for Biomedical Enginering Research, University of Bern, Switzerland"],"affiliations":[{"raw_affiliation_string":"ARTORG Center for Biomedical Enginering Research, University of Bern, Switzerland","institution_ids":["https://openalex.org/I118564535"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5002552406"],"corresponding_institution_ids":["https://openalex.org/I118564535"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.09232372,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":"2020","issue":null,"first_page":"5826","last_page":"5830"},"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.991100013256073,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9846000075340271,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6932799220085144},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.6382806301116943},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4513983130455017},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.4409730136394501},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.43299925327301025},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.40152257680892944},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.39763343334198},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.323297917842865}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6932799220085144},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.6382806301116943},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4513983130455017},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.4409730136394501},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.43299925327301025},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.40152257680892944},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.39763343334198},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.323297917842865},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc44109.2020.9175351","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc44109.2020.9175351","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:33019299","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33019299","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.4699999988079071,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W116902681","https://openalex.org/W1522301498","https://openalex.org/W1599571371","https://openalex.org/W1647671624","https://openalex.org/W1669302834","https://openalex.org/W1973192023","https://openalex.org/W2003302741","https://openalex.org/W2003310532","https://openalex.org/W2014365169","https://openalex.org/W2016762450","https://openalex.org/W2028951949","https://openalex.org/W2064675550","https://openalex.org/W2075595545","https://openalex.org/W2099718594","https://openalex.org/W2138615112","https://openalex.org/W2148836549","https://openalex.org/W2152825437","https://openalex.org/W2161574907","https://openalex.org/W2294798173","https://openalex.org/W2572064709","https://openalex.org/W2586341316","https://openalex.org/W2748923651","https://openalex.org/W2901622922","https://openalex.org/W2954539192","https://openalex.org/W2964121744","https://openalex.org/W3103757520","https://openalex.org/W4285719527","https://openalex.org/W6604828220","https://openalex.org/W6631190155","https://openalex.org/W6636915900","https://openalex.org/W6680970901","https://openalex.org/W6732015709"],"related_works":["https://openalex.org/W2081900870","https://openalex.org/W2345479200","https://openalex.org/W2183306018","https://openalex.org/W2849310602","https://openalex.org/W3006008237","https://openalex.org/W2419146053","https://openalex.org/W4388890789","https://openalex.org/W2088247287","https://openalex.org/W2963903416","https://openalex.org/W4313153715"],"abstract_inverted_index":{"Pervasive":[0],"computing":[1],"based":[2,94,129],"home-monitoring":[3,168],"has":[4],"attracted":[5],"increasing":[6],"interest":[7],"over":[8],"the":[9,16,68,71,76,99,110,136,140],"past":[10],"years,":[11],"especially":[12],"regarding":[13],"applications":[14],"in":[15,36,57,83,114,126,157],"growing":[17],"population":[18],"of":[19,43,60,73,98,107,124,135,139],"older":[20,62],"adults.":[21],"Applications":[22],"include":[23],"safety,":[24],"monitoring":[25],"chronic":[26],"conditions":[27],"like":[28],"dementia,":[29],"or":[30],"providing":[31],"preventive":[32],"information":[33,108],"about":[34],"changes":[35],"health":[37],"and":[38,48,102,150],"behavior.":[39],"Commonly":[40],"used":[41,155],"components":[42],"such":[44],"systems":[45],"are":[46,93,112,162],"inexpensive":[47],"low-power":[49],"passive":[50],"infrared":[51],"motion":[52],"sensing":[53],"units,":[54],"usually":[55],"placed":[56,113],"distinct":[58],"locations":[59,101],"an":[61,122],"adult's":[63],"apartment.":[64],"To":[65],"efficiently":[66],"analyse":[67],"resulting":[69,77],"data":[70,79],"majority":[72],"procedures":[74],"expect":[75],"sensor":[78,100],"to":[80,105,153],"be":[81],"encoded":[82],"a":[84,115,127,166],"vector":[85,90],"space.":[86],"However,":[87],"most":[88],"common":[89],"space":[91],"encodings":[92],"on":[95,130,165],"orthogonal":[96],"representations":[97],"thus":[103],"lead":[104],"loss":[106],"as":[109],"sensors":[111],"3D-space.":[116],"In":[117],"this":[118,144],"work":[119],"we":[120],"introduce":[121],"embedding":[123],"sensor-locations":[125],"2D-space":[128],"multidimensional":[131],"scaling,":[132],"without":[133],"knowledge":[134],"physical":[137],"position":[138],"sensors.":[141],"We":[142],"evaluate":[143],"embedding,":[145],"using":[146],"two":[147],"different":[148,158],"algorithms":[149],"compare":[151],"it":[152],"commonly":[154],"baselines":[156],"tasks.":[159],"All":[160],"evaluations":[161],"carried":[163],"out":[164],"real-world":[167],"data-set.":[169]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}