{"id":"https://openalex.org/W2138159550","doi":"https://doi.org/10.1108/ijpcc-03-2014-0020","title":"Heterogeneous transfer learning for activity recognition using heuristic search techniques","display_name":"Heterogeneous transfer learning for activity recognition using heuristic search techniques","publication_year":2014,"publication_date":"2014-10-28","ids":{"openalex":"https://openalex.org/W2138159550","doi":"https://doi.org/10.1108/ijpcc-03-2014-0020","mag":"2138159550"},"language":"en","primary_location":{"id":"doi:10.1108/ijpcc-03-2014-0020","is_oa":false,"landing_page_url":"https://doi.org/10.1108/ijpcc-03-2014-0020","pdf_url":null,"source":{"id":"https://openalex.org/S172682790","display_name":"International Journal of Pervasive Computing and Communications","issn_l":"1742-7371","issn":["1742-7371","1742-738X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Pervasive Computing and Communications","raw_type":"journal-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/A5061552652","display_name":"Kyle Feuz","orcid":null},"institutions":[{"id":"https://openalex.org/I119261591","display_name":"Weber State University","ror":"https://ror.org/01epn2q93","country_code":"US","type":"education","lineage":["https://openalex.org/I119261591"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kyle Dillon Feuz","raw_affiliation_strings":["Department of Computer Science, Weber State University, Ogden, Utah, USA","(Department of Computer Science, Weber State University, Ogden, Utah, USA)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Weber State University, Ogden, Utah, USA","institution_ids":["https://openalex.org/I119261591"]},{"raw_affiliation_string":"(Department of Computer Science, Weber State University, Ogden, Utah, USA)","institution_ids":["https://openalex.org/I119261591"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048183050","display_name":"Diane J. Cook","orcid":"https://orcid.org/0000-0002-4441-7508"},"institutions":[{"id":"https://openalex.org/I72951846","display_name":"Washington State University","ror":"https://ror.org/05dk0ce17","country_code":"US","type":"education","lineage":["https://openalex.org/I72951846"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Diane J. Cook","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, Washington State University, Pullman, Washington, USA","School of Electrical Engineering and Computer Science, Washington State University, Pullman, Washington, USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Washington State University, Pullman, Washington, USA","institution_ids":["https://openalex.org/I72951846"]},{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Washington State University, Pullman, Washington, USA#TAB#","institution_ids":["https://openalex.org/I72951846"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5061552652"],"corresponding_institution_ids":["https://openalex.org/I119261591"],"apc_list":null,"apc_paid":null,"fwci":1.9771,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.89683629,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"10","issue":"4","first_page":"393","last_page":"418"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9987999796867371,"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":0.9987999796867371,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9898999929428101,"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"}},{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9706000089645386,"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/computer-science","display_name":"Computer science","score":0.849736213684082},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.763631284236908},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.7084858417510986},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5909242033958435},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5779662728309631},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5761212110519409},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5751662850379944},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.557471752166748},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.4402429461479187},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37688401341438293}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.849736213684082},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.763631284236908},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.7084858417510986},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5909242033958435},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5779662728309631},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5761212110519409},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5751662850379944},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.557471752166748},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.4402429461479187},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37688401341438293},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/ijpcc-03-2014-0020","is_oa":false,"landing_page_url":"https://doi.org/10.1108/ijpcc-03-2014-0020","pdf_url":null,"source":{"id":"https://openalex.org/S172682790","display_name":"International Journal of Pervasive Computing and Communications","issn_l":"1742-7371","issn":["1742-7371","1742-738X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Pervasive Computing and Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W28412257","https://openalex.org/W75690293","https://openalex.org/W99485931","https://openalex.org/W167016754","https://openalex.org/W1485570825","https://openalex.org/W1513681384","https://openalex.org/W1534477342","https://openalex.org/W1541288193","https://openalex.org/W1556758798","https://openalex.org/W1977358056","https://openalex.org/W1988790447","https://openalex.org/W1993277309","https://openalex.org/W2021771256","https://openalex.org/W2027570514","https://openalex.org/W2037265949","https://openalex.org/W2068905009","https://openalex.org/W2075728230","https://openalex.org/W2094192576","https://openalex.org/W2097571405","https://openalex.org/W2102419107","https://openalex.org/W2115575686","https://openalex.org/W2120708938","https://openalex.org/W2122410182","https://openalex.org/W2135293965","https://openalex.org/W2139975922","https://openalex.org/W2145680191","https://openalex.org/W2146489051","https://openalex.org/W2156940638","https://openalex.org/W2158108973","https://openalex.org/W2163302275","https://openalex.org/W2165698076","https://openalex.org/W2472295632","https://openalex.org/W2912934387","https://openalex.org/W4210399129","https://openalex.org/W4212883601","https://openalex.org/W4243333943","https://openalex.org/W4243694527","https://openalex.org/W6606837198"],"related_works":["https://openalex.org/W2000444236","https://openalex.org/W2384475851","https://openalex.org/W2353602216","https://openalex.org/W2367078749","https://openalex.org/W2381798600","https://openalex.org/W2351618306","https://openalex.org/W2133117170","https://openalex.org/W2999162218","https://openalex.org/W2390634956","https://openalex.org/W2991736735"],"abstract_inverted_index":{"Purpose":[0],"\u2013":[1,67,129,164,187,191],"The":[2,130,165],"purpose":[3],"of":[4,40,161],"this":[5,50,168],"paper":[6,69,105,169],"is":[7,52],"to":[8,49,53,58,89,97,138,156,183],"study":[9],"heterogeneous":[10,73,176],"transfer":[11,55,74,81,132,177],"learning":[12,56,75,133,178],"for":[13,44],"activity":[14,33,98],"recognition":[15,34,99],"using":[16],"heuristic":[17],"search":[18],"techniques.":[19],"Many":[20],"pervasive":[21],"computing":[22],"applications":[23],"require":[24,37],"information":[25],"about":[26],"the":[27,79,85,90,107,123,140,147,181],"activities":[28],"currently":[29],"being":[30],"performed,":[31],"but":[32],"algorithms":[35],"typically":[36],"substantial":[38],"amounts":[39],"labeled":[41,61],"training":[42],"data":[43,62,110],"each":[45],"setting.":[46],"One":[47],"solution":[48],"problem":[51],"leverage":[54],"techniques":[57,76,108,134,148,166],"reuse":[59],"available":[60],"in":[63,100,117,143,152,167,175],"new":[64],"situations.":[65,145],"Design/methodology/approach":[66],"This":[68,104],"introduces":[70],"three":[71,131],"novel":[72],"that":[77],"reverse":[78],"typical":[80],"model":[82],"and":[83,94,121],"map":[84],"target":[86],"feature":[87,92,190,192],"space":[88,93],"source":[91],"apply":[95],"them":[96],"a":[101,171],"smart":[102,114],"apartment.":[103],"evaluates":[106],"on":[109,185],"from":[111],"18":[112],"different":[113],"apartments":[115],"located":[116],"an":[118,153],"assisted-care":[119],"facility":[120],"compares":[122],"results":[124],"against":[125],"several":[126,144],"baselines.":[127],"Findings":[128],"are":[135,149],"all":[136],"able":[137],"outperform":[139],"baseline":[141],"comparisons":[142],"Furthermore,":[146],"successfully":[150],"used":[151],"ensemble":[154],"approach":[155],"achieve":[157],"even":[158],"higher":[159],"levels":[160],"accuracy.":[162],"Originality/value":[163],"represent":[170],"considerable":[172],"step":[173],"forward":[174],"by":[179],"removing":[180],"need":[182],"rely":[184],"instance":[186,188],"or":[189],"co-occurrence":[193],"data.":[194]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
