{"id":"https://openalex.org/W1274874355","doi":"https://doi.org/10.1007/978-3-319-23525-7_17","title":"Bayesian Modelling of the Temporal Aspects of Smart Home Activity with Circular Statistics","display_name":"Bayesian Modelling of the Temporal Aspects of Smart Home Activity with Circular Statistics","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W1274874355","doi":"https://doi.org/10.1007/978-3-319-23525-7_17","mag":"1274874355"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-23525-7_17","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-23525-7_17","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-319-23525-7_17.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-319-23525-7_17.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058474860","display_name":"Tom Diethe","orcid":"https://orcid.org/0000-0002-0776-5407"},"institutions":[{"id":"https://openalex.org/I36234482","display_name":"University of Bristol","ror":"https://ror.org/0524sp257","country_code":"GB","type":"education","lineage":["https://openalex.org/I36234482"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Tom Diethe","raw_affiliation_strings":["Intelligent Systems Laboratory, University of Bristol, Bristol, UK"],"affiliations":[{"raw_affiliation_string":"Intelligent Systems Laboratory, University of Bristol, Bristol, UK","institution_ids":["https://openalex.org/I36234482"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089125860","display_name":"Niall Twomey","orcid":"https://orcid.org/0000-0002-3225-2654"},"institutions":[{"id":"https://openalex.org/I36234482","display_name":"University of Bristol","ror":"https://ror.org/0524sp257","country_code":"GB","type":"education","lineage":["https://openalex.org/I36234482"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Niall Twomey","raw_affiliation_strings":["Intelligent Systems Laboratory, University of Bristol, Bristol, UK"],"affiliations":[{"raw_affiliation_string":"Intelligent Systems Laboratory, University of Bristol, Bristol, UK","institution_ids":["https://openalex.org/I36234482"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057936560","display_name":"Peter Flach","orcid":"https://orcid.org/0000-0001-6857-5810"},"institutions":[{"id":"https://openalex.org/I36234482","display_name":"University of Bristol","ror":"https://ror.org/0524sp257","country_code":"GB","type":"education","lineage":["https://openalex.org/I36234482"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Peter Flach","raw_affiliation_strings":["Intelligent Systems Laboratory, University of Bristol, Bristol, UK"],"affiliations":[{"raw_affiliation_string":"Intelligent Systems Laboratory, University of Bristol, Bristol, UK","institution_ids":["https://openalex.org/I36234482"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5058474860"],"corresponding_institution_ids":["https://openalex.org/I36234482"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":12.6646,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.98067809,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"279","last_page":"294"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9901999831199646,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9747999906539917,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.7452352046966553},{"id":"https://openalex.org/keywords/gibbs-sampling","display_name":"Gibbs sampling","score":0.7077180743217468},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.6166623830795288},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5974541902542114},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5802710056304932},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5444406867027283},{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity recognition","score":0.4802556335926056},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4533901810646057},{"id":"https://openalex.org/keywords/home-automation","display_name":"Home automation","score":0.42930740118026733},{"id":"https://openalex.org/keywords/discretization","display_name":"Discretization","score":0.4127899706363678},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.4119933545589447},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3888736367225647},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3714984059333801},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3705952763557434},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.34920734167099},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2578991949558258}],"concepts":[{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.7452352046966553},{"id":"https://openalex.org/C158424031","wikidata":"https://www.wikidata.org/wiki/Q1191905","display_name":"Gibbs sampling","level":3,"score":0.7077180743217468},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.6166623830795288},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5974541902542114},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5802710056304932},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5444406867027283},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.4802556335926056},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4533901810646057},{"id":"https://openalex.org/C507571656","wikidata":"https://www.wikidata.org/wiki/Q848436","display_name":"Home automation","level":2,"score":0.42930740118026733},{"id":"https://openalex.org/C73000952","wikidata":"https://www.wikidata.org/wiki/Q17007827","display_name":"Discretization","level":2,"score":0.4127899706363678},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.4119933545589447},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3888736367225647},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3714984059333801},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3705952763557434},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.34920734167099},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2578991949558258},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-319-23525-7_17","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-23525-7_17","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-319-23525-7_17.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:research-information.bris.ac.uk:openaire_cris_publications/03e8cbec-3995-4a77-9b21-f3567fa26986","is_oa":false,"landing_page_url":"https://research-information.bris.ac.uk/en/publications/03e8cbec-3995-4a77-9b21-f3567fa26986","pdf_url":null,"source":{"id":"https://openalex.org/S4306400895","display_name":"Bristol Research (University of Bristol)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I36234482","host_organization_name":"University of Bristol","host_organization_lineage":["https://openalex.org/I36234482"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Diethe, T, Twomey, N & Flach, P 2015, Bayesian Modelling of the Temporal Aspects of Smart Home Activity with Circular Statistics. in A Appice, P Pereira Rodrigues, V Santos Costa, J Gama, A Jorge & C Soares (eds), Machine Learning and Knowledge Discovery in Databases : European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part II. Lecture Notes in Computer Science, vol. 9285, Springer Verlag, pp. 279-294. https://doi.org/10.1007/978-3-319-23525-7_17","raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"doi:10.1007/978-3-319-23525-7_17","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-23525-7_17","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-319-23525-7_17.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[{"score":0.41999998688697815,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[{"id":"https://openalex.org/G1285874723","display_name":null,"funder_award_id":"EP/K031910/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G1934935867","display_name":null,"funder_award_id":"Engineering and Physical Sciences R","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G6791753962","display_name":"EPSRC IRC 'SPHERE' - a Sensor Platform for HEalthcare in a Residential Environment","funder_award_id":"EP/K031910/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8989543160","display_name":null,"funder_award_id":"EP/K031910/1.","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1274874355.pdf","grobid_xml":"https://content.openalex.org/works/W1274874355.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W96390954","https://openalex.org/W1897816092","https://openalex.org/W1934021597","https://openalex.org/W1966140798","https://openalex.org/W1989804777","https://openalex.org/W2030346622","https://openalex.org/W2038123411","https://openalex.org/W2045656233","https://openalex.org/W2080659159","https://openalex.org/W2093467859","https://openalex.org/W2103388129","https://openalex.org/W2122287230","https://openalex.org/W2153529786","https://openalex.org/W2227801490","https://openalex.org/W2396279606","https://openalex.org/W2959792658","https://openalex.org/W3099789143","https://openalex.org/W3123857276","https://openalex.org/W4229685370","https://openalex.org/W4246202668","https://openalex.org/W4248681815"],"related_works":["https://openalex.org/W3011192796","https://openalex.org/W2753218748","https://openalex.org/W2774409638","https://openalex.org/W2480412556","https://openalex.org/W2963058055","https://openalex.org/W2511279186","https://openalex.org/W2151635921","https://openalex.org/W3121231293","https://openalex.org/W3029748970","https://openalex.org/W105085119"],"abstract_inverted_index":null,"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}