{"id":"https://openalex.org/W3119861781","doi":"https://doi.org/10.1007/s12652-020-02865-4","title":"Enhancing human activity recognition using deep learning and time series augmented data","display_name":"Enhancing human activity recognition using deep learning and time series augmented data","publication_year":2021,"publication_date":"2021-01-07","ids":{"openalex":"https://openalex.org/W3119861781","doi":"https://doi.org/10.1007/s12652-020-02865-4","mag":"3119861781"},"language":"en","primary_location":{"id":"doi:10.1007/s12652-020-02865-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12652-020-02865-4","pdf_url":null,"source":{"id":"https://openalex.org/S48031226","display_name":"Journal of Ambient Intelligence and Humanized Computing","issn_l":"1868-5137","issn":["1868-5137","1868-5145"],"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":"journal"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Ambient Intelligence and Humanized Computing","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/A5016811177","display_name":"Luay Alawneh","orcid":"https://orcid.org/0000-0002-5152-8636"},"institutions":[{"id":"https://openalex.org/I156983542","display_name":"Jordan University of Science and Technology","ror":"https://ror.org/03y8mtb59","country_code":"JO","type":"education","lineage":["https://openalex.org/I156983542"]}],"countries":["JO"],"is_corresponding":true,"raw_author_name":"Luay Alawneh","raw_affiliation_strings":["Faculty of Computer and Information Technology, Jordan University of Science and Technology, Irbid, Jordan"],"raw_orcid":"https://orcid.org/0000-0002-5152-8636","affiliations":[{"raw_affiliation_string":"Faculty of Computer and Information Technology, Jordan University of Science and Technology, Irbid, Jordan","institution_ids":["https://openalex.org/I156983542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055254834","display_name":"Tamam Alsarhan","orcid":"https://orcid.org/0000-0002-0323-0464"},"institutions":[{"id":"https://openalex.org/I156983542","display_name":"Jordan University of Science and Technology","ror":"https://ror.org/03y8mtb59","country_code":"JO","type":"education","lineage":["https://openalex.org/I156983542"]},{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN","JO"],"is_corresponding":false,"raw_author_name":"Tamam Alsarhan","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","Faculty of Computer and Information Technology, Jordan University of Science and Technology, Irbid, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Faculty of Computer and Information Technology, Jordan University of Science and Technology, Irbid, Jordan","institution_ids":["https://openalex.org/I156983542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038082238","display_name":"Mohammad Al-Zinati","orcid":"https://orcid.org/0000-0003-2221-5515"},"institutions":[{"id":"https://openalex.org/I156983542","display_name":"Jordan University of Science and Technology","ror":"https://ror.org/03y8mtb59","country_code":"JO","type":"education","lineage":["https://openalex.org/I156983542"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Mohammad Al-Zinati","raw_affiliation_strings":["Faculty of Computer and Information Technology, Jordan University of Science and Technology, Irbid, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer and Information Technology, Jordan University of Science and Technology, Irbid, Jordan","institution_ids":["https://openalex.org/I156983542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073474306","display_name":"Mahmoud Al\u2010Ayyoub","orcid":"https://orcid.org/0000-0001-9372-9076"},"institutions":[{"id":"https://openalex.org/I156983542","display_name":"Jordan University of Science and Technology","ror":"https://ror.org/03y8mtb59","country_code":"JO","type":"education","lineage":["https://openalex.org/I156983542"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Mahmoud Al-Ayyoub","raw_affiliation_strings":["Faculty of Computer and Information Technology, Jordan University of Science and Technology, Irbid, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer and Information Technology, Jordan University of Science and Technology, Irbid, Jordan","institution_ids":["https://openalex.org/I156983542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032187551","display_name":"Yaser Jararweh","orcid":"https://orcid.org/0000-0002-4403-3846"},"institutions":[{"id":"https://openalex.org/I156983542","display_name":"Jordan University of Science and Technology","ror":"https://ror.org/03y8mtb59","country_code":"JO","type":"education","lineage":["https://openalex.org/I156983542"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Yaser Jararweh","raw_affiliation_strings":["Faculty of Computer and Information Technology, Jordan University of Science and Technology, Irbid, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer and Information Technology, Jordan University of Science and Technology, Irbid, Jordan","institution_ids":["https://openalex.org/I156983542"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102899381","display_name":"Hongtao Lu","orcid":"https://orcid.org/0000-0003-2300-3039"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongtao Lu","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5016811177"],"corresponding_institution_ids":["https://openalex.org/I156983542"],"apc_list":{"value":3390,"currency":"USD","value_usd":3390},"apc_paid":null,"fwci":4.2695,"has_fulltext":false,"cited_by_count":65,"citation_normalized_percentile":{"value":0.95458957,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"12","issue":"12","first_page":"10565","last_page":"10580"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9961000084877014,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9940999746322632,"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/computer-science","display_name":"Computer science","score":0.863213062286377},{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity recognition","score":0.797224760055542},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6727190017700195},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.645962655544281},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5417545437812805},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.50887131690979},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.4895375669002533},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.4686046838760376},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4451714754104614},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.4335762560367584},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.4178202450275421},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39490240812301636}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.863213062286377},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.797224760055542},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6727190017700195},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.645962655544281},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5417545437812805},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.50887131690979},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.4895375669002533},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.4686046838760376},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4451714754104614},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.4335762560367584},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.4178202450275421},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39490240812301636},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12652-020-02865-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12652-020-02865-4","pdf_url":null,"source":{"id":"https://openalex.org/S48031226","display_name":"Journal of Ambient Intelligence and Humanized Computing","issn_l":"1868-5137","issn":["1868-5137","1868-5145"],"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":"journal"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Ambient Intelligence and Humanized Computing","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":80,"referenced_works":["https://openalex.org/W134960717","https://openalex.org/W241707371","https://openalex.org/W618049129","https://openalex.org/W638887343","https://openalex.org/W846669277","https://openalex.org/W1522301498","https://openalex.org/W1606539861","https://openalex.org/W1671008017","https://openalex.org/W1923002919","https://openalex.org/W1924770834","https://openalex.org/W1973058638","https://openalex.org/W1980639718","https://openalex.org/W1981276685","https://openalex.org/W2002261403","https://openalex.org/W2003792585","https://openalex.org/W2012557818","https://openalex.org/W2017634428","https://openalex.org/W2025823130","https://openalex.org/W2031751002","https://openalex.org/W2035877237","https://openalex.org/W2045257928","https://openalex.org/W2064675550","https://openalex.org/W2065953523","https://openalex.org/W2095705004","https://openalex.org/W2122585011","https://openalex.org/W2131774270","https://openalex.org/W2136922672","https://openalex.org/W2145489396","https://openalex.org/W2151869166","https://openalex.org/W2152449912","https://openalex.org/W2153542846","https://openalex.org/W2156303437","https://openalex.org/W2157331557","https://openalex.org/W2243543870","https://openalex.org/W2320625002","https://openalex.org/W2342792048","https://openalex.org/W2343985604","https://openalex.org/W2344284192","https://openalex.org/W2387843324","https://openalex.org/W2405622356","https://openalex.org/W2548137270","https://openalex.org/W2555209581","https://openalex.org/W2559655401","https://openalex.org/W2563686712","https://openalex.org/W2587369645","https://openalex.org/W2609211153","https://openalex.org/W2614824775","https://openalex.org/W2623595444","https://openalex.org/W2736191430","https://openalex.org/W2763079654","https://openalex.org/W2766405313","https://openalex.org/W2767979715","https://openalex.org/W2770265759","https://openalex.org/W2782327081","https://openalex.org/W2789868604","https://openalex.org/W2790155709","https://openalex.org/W2794717185","https://openalex.org/W2794833149","https://openalex.org/W2795342689","https://openalex.org/W2801889078","https://openalex.org/W2805637662","https://openalex.org/W2896116838","https://openalex.org/W2940791683","https://openalex.org/W2953361820","https://openalex.org/W2953917119","https://openalex.org/W2964010366","https://openalex.org/W2965479259","https://openalex.org/W2969985801","https://openalex.org/W2998467809","https://openalex.org/W2999586490","https://openalex.org/W3006281198","https://openalex.org/W3009411039","https://openalex.org/W3011785450","https://openalex.org/W3014026011","https://openalex.org/W3037291823","https://openalex.org/W3080948963","https://openalex.org/W3185580468","https://openalex.org/W4230410911","https://openalex.org/W4285719527","https://openalex.org/W4300878842"],"related_works":["https://openalex.org/W4225394202","https://openalex.org/W4298287631","https://openalex.org/W2953061907","https://openalex.org/W3032952384","https://openalex.org/W3034302643","https://openalex.org/W1847088711","https://openalex.org/W3036642985","https://openalex.org/W2964335273","https://openalex.org/W1889624880","https://openalex.org/W3008584592"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":4}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
