{"id":"https://openalex.org/W4226258062","doi":"https://doi.org/10.1002/aisy.202270016","title":"Augmenting Sensor Performance with Machine Learning Towards Smart Wearable Sensing Electronic Systems","display_name":"Augmenting Sensor Performance with Machine Learning Towards Smart Wearable Sensing Electronic Systems","publication_year":2022,"publication_date":"2022-04-01","ids":{"openalex":"https://openalex.org/W4226258062","doi":"https://doi.org/10.1002/aisy.202270016"},"language":"en","primary_location":{"id":"doi:10.1002/aisy.202270016","is_oa":true,"landing_page_url":"https://doi.org/10.1002/aisy.202270016","pdf_url":null,"source":{"id":"https://openalex.org/S4210212817","display_name":"Advanced Intelligent Systems","issn_l":"2640-4567","issn":["2640-4567"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advanced Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1002/aisy.202270016","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100690355","display_name":"Songlin Zhang","orcid":"https://orcid.org/0000-0002-0554-6737"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Songlin Zhang","raw_affiliation_strings":["Department of Materials Science and Engineering National University of Singapore  117574 Singapore","Department of Materials Science and Engineering, National University of Singapore, 117574 Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Materials Science and Engineering National University of Singapore  117574 Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Department of Materials Science and Engineering, National University of Singapore, 117574 Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101424430","display_name":"Lakshmi Suresh","orcid":"https://orcid.org/0000-0003-1410-1446"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Lakshmi Suresh","raw_affiliation_strings":["Department of Materials Science and Engineering National University of Singapore  117574 Singapore","Department of Materials Science and Engineering, National University of Singapore, 117574 Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Materials Science and Engineering National University of Singapore  117574 Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Department of Materials Science and Engineering, National University of Singapore, 117574 Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029926359","display_name":"Jiachen Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Jiachen Yang","raw_affiliation_strings":["Department of Materials Science and Engineering National University of Singapore  117574 Singapore","Department of Materials Science and Engineering, National University of Singapore, 117574 Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Materials Science and Engineering National University of Singapore  117574 Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Department of Materials Science and Engineering, National University of Singapore, 117574 Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101994797","display_name":"Xueping Zhang","orcid":"https://orcid.org/0000-0002-9136-1455"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Xueping Zhang","raw_affiliation_strings":["Department of Materials Science and Engineering National University of Singapore  117574 Singapore","Department of Materials Science and Engineering, National University of Singapore, 117574 Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Materials Science and Engineering National University of Singapore  117574 Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Department of Materials Science and Engineering, National University of Singapore, 117574 Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056837156","display_name":"Swee Ching Tan","orcid":"https://orcid.org/0000-0003-2074-8385"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Swee Ching Tan","raw_affiliation_strings":["Department of Materials Science and Engineering National University of Singapore  117574 Singapore","Department of Materials Science and Engineering, National University of Singapore, 117574 Singapore"],"raw_orcid":"https://orcid.org/0000-0003-2074-8385","affiliations":[{"raw_affiliation_string":"Department of Materials Science and Engineering National University of Singapore  117574 Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"Department of Materials Science and Engineering, National University of Singapore, 117574 Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5056837156"],"corresponding_institution_ids":["https://openalex.org/I165932596"],"apc_list":{"value":3190,"currency":"USD","value_usd":3190},"apc_paid":{"value":3190,"currency":"USD","value_usd":3190},"fwci":3.8768,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.93590068,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"4","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14139","display_name":"E-commerce and Technology Innovations","score":0.43950000405311584,"subfield":{"id":"https://openalex.org/subfields/1403","display_name":"Business and International Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T14139","display_name":"E-commerce and Technology Innovations","score":0.43950000405311584,"subfield":{"id":"https://openalex.org/subfields/1403","display_name":"Business and International Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.8471955060958862},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7052969932556152},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.6084293127059937},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.5616710782051086},{"id":"https://openalex.org/keywords/human\u2013machine-system","display_name":"Human\u2013machine system","score":0.45349371433258057},{"id":"https://openalex.org/keywords/human-health","display_name":"Human health","score":0.44041380286216736},{"id":"https://openalex.org/keywords/pyramid","display_name":"Pyramid (geometry)","score":0.42830324172973633},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3733658492565155},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3637080192565918},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3236754536628723}],"concepts":[{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.8471955060958862},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7052969932556152},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.6084293127059937},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.5616710782051086},{"id":"https://openalex.org/C146047270","wikidata":"https://www.wikidata.org/wiki/Q469666","display_name":"Human\u2013machine system","level":2,"score":0.45349371433258057},{"id":"https://openalex.org/C2987857752","wikidata":"https://www.wikidata.org/wiki/Q12147","display_name":"Human health","level":2,"score":0.44041380286216736},{"id":"https://openalex.org/C142575187","wikidata":"https://www.wikidata.org/wiki/Q3358290","display_name":"Pyramid (geometry)","level":2,"score":0.42830324172973633},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3733658492565155},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3637080192565918},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3236754536628723},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1002/aisy.202270016","is_oa":true,"landing_page_url":"https://doi.org/10.1002/aisy.202270016","pdf_url":null,"source":{"id":"https://openalex.org/S4210212817","display_name":"Advanced Intelligent Systems","issn_l":"2640-4567","issn":["2640-4567"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advanced Intelligent Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1002/aisy.202270016","is_oa":true,"landing_page_url":"https://doi.org/10.1002/aisy.202270016","pdf_url":null,"source":{"id":"https://openalex.org/S4210212817","display_name":"Advanced Intelligent Systems","issn_l":"2640-4567","issn":["2640-4567"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advanced Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2141434663","https://openalex.org/W2012157391","https://openalex.org/W2585232498","https://openalex.org/W1978333673","https://openalex.org/W2943515292","https://openalex.org/W2958389716","https://openalex.org/W2562087406","https://openalex.org/W3163173618","https://openalex.org/W1486044746","https://openalex.org/W2335715896"],"abstract_inverted_index":{"Wearable":[0],"Sensing":[1],"Electronic":[2],"Systems":[3],"By":[4],"implementing":[5],"machine":[6],"learning":[7],"algorithms,":[8],"the":[9,31],"performance":[10],"of":[11,44],"smart":[12],"wearable":[13],"sensing":[14],"electronic":[15],"systems":[16],"is":[17],"significantly":[18],"improved,":[19],"with":[20],"a":[21,42],"boosted":[22],"capability":[23],"to":[24],"collect":[25],"and":[26,37,52,56,73],"analyze":[27],"physiological":[28],"data":[29],"from":[30],"human":[32],"bodies":[33],"(i.e.,":[34],"biochemical,":[35],"biopotential,":[36],"biophysical":[38],"signals),":[39],"thus":[40],"enabling":[41],"pyramid":[43],"applications,":[45],"such":[46],"as":[47],"health":[48],"monitoring,":[49],"disease":[50],"diagnosis":[51],"treatment,":[53],"human-machine":[54],"interfaces,":[55],"virtual/augmented":[57],"reality,":[58],"etc.":[59],"More":[60],"information":[61],"can":[62],"be":[63],"found":[64],"in":[65],"article":[66],"number":[67],"2100194":[68],"by":[69],"Swee":[70],"Ching":[71],"Tan":[72],"co-workers.":[74]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
