{"id":"https://openalex.org/W4409181274","doi":"https://doi.org/10.1007/s10015-025-01022-4","title":"Discrimination of stress coping responses on dimensionality-reduced facial thermal image space","display_name":"Discrimination of stress coping responses on dimensionality-reduced facial thermal image space","publication_year":2025,"publication_date":"2025-04-03","ids":{"openalex":"https://openalex.org/W4409181274","doi":"https://doi.org/10.1007/s10015-025-01022-4"},"language":"en","primary_location":{"id":"doi:10.1007/s10015-025-01022-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10015-025-01022-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10015-025-01022-4.pdf","source":{"id":"https://openalex.org/S104439334","display_name":"Artificial Life and Robotics","issn_l":"1433-5298","issn":["1433-5298","1614-7456"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Life and Robotics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10015-025-01022-4.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001145396","display_name":"Masahito Takano","orcid":"https://orcid.org/0000-0001-6902-2011"},"institutions":[{"id":"https://openalex.org/I131231118","display_name":"Aoyama Gakuin University","ror":"https://ror.org/002rw7y37","country_code":"JP","type":"education","lineage":["https://openalex.org/I131231118"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Masahito Takano","raw_affiliation_strings":["Aoyama Gakuin University, 5 -\u200910 -\u20091 Fuchinobe, Chuo-ku, Sagamihara, Kanagawa, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aoyama Gakuin University, 5 -\u200910 -\u20091 Fuchinobe, Chuo-ku, Sagamihara, Kanagawa, Japan","institution_ids":["https://openalex.org/I131231118"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108316317","display_name":"Shiori Oyama","orcid":null},"institutions":[{"id":"https://openalex.org/I131231118","display_name":"Aoyama Gakuin University","ror":"https://ror.org/002rw7y37","country_code":"JP","type":"education","lineage":["https://openalex.org/I131231118"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shiori Oyama","raw_affiliation_strings":["Aoyama Gakuin University, 5 -\u200910 -\u20091 Fuchinobe, Chuo-ku, Sagamihara, Kanagawa, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aoyama Gakuin University, 5 -\u200910 -\u20091 Fuchinobe, Chuo-ku, Sagamihara, Kanagawa, Japan","institution_ids":["https://openalex.org/I131231118"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009695505","display_name":"Kent Nagumo","orcid":"https://orcid.org/0000-0003-4088-7411"},"institutions":[{"id":"https://openalex.org/I131231118","display_name":"Aoyama Gakuin University","ror":"https://ror.org/002rw7y37","country_code":"JP","type":"education","lineage":["https://openalex.org/I131231118"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kent Nagumo","raw_affiliation_strings":["Aoyama Gakuin University, 5 -\u200910 -\u20091 Fuchinobe, Chuo-ku, Sagamihara, Kanagawa, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aoyama Gakuin University, 5 -\u200910 -\u20091 Fuchinobe, Chuo-ku, Sagamihara, Kanagawa, Japan","institution_ids":["https://openalex.org/I131231118"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062860462","display_name":"Akio Nozawa","orcid":"https://orcid.org/0000-0001-8461-6432"},"institutions":[{"id":"https://openalex.org/I131231118","display_name":"Aoyama Gakuin University","ror":"https://ror.org/002rw7y37","country_code":"JP","type":"education","lineage":["https://openalex.org/I131231118"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Akio Nozawa","raw_affiliation_strings":["Aoyama Gakuin University, 5 -\u200910 -\u20091 Fuchinobe, Chuo-ku, Sagamihara, Kanagawa, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aoyama Gakuin University, 5 -\u200910 -\u20091 Fuchinobe, Chuo-ku, Sagamihara, Kanagawa, Japan","institution_ids":["https://openalex.org/I131231118"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5001145396"],"corresponding_institution_ids":["https://openalex.org/I131231118"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09848236,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"30","issue":"3","first_page":"424","last_page":"431"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12994","display_name":"Infrared Thermography in Medicine","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T12994","display_name":"Infrared Thermography in Medicine","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12496","display_name":"Color perception and design","score":0.9372000098228455,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14512","display_name":"Technology and Human Factors in Education and Health","score":0.9143999814987183,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.6621142625808716},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6215947270393372},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5107467174530029},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4483081102371216},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.4289803206920624},{"id":"https://openalex.org/keywords/coping","display_name":"Coping (psychology)","score":0.428061306476593},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36450448632240295},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14542213082313538},{"id":"https://openalex.org/keywords/clinical-psychology","display_name":"Clinical psychology","score":0.06404247879981995}],"concepts":[{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.6621142625808716},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6215947270393372},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5107467174530029},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4483081102371216},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.4289803206920624},{"id":"https://openalex.org/C73282008","wikidata":"https://www.wikidata.org/wiki/Q1759895","display_name":"Coping (psychology)","level":2,"score":0.428061306476593},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36450448632240295},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14542213082313538},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.06404247879981995},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10015-025-01022-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10015-025-01022-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10015-025-01022-4.pdf","source":{"id":"https://openalex.org/S104439334","display_name":"Artificial Life and Robotics","issn_l":"1433-5298","issn":["1433-5298","1614-7456"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Life and Robotics","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s10015-025-01022-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10015-025-01022-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10015-025-01022-4.pdf","source":{"id":"https://openalex.org/S104439334","display_name":"Artificial Life and Robotics","issn_l":"1433-5298","issn":["1433-5298","1614-7456"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Life and Robotics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322944","display_name":"Aoyama Gakuin University","ror":"https://ror.org/002rw7y37"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4409181274.pdf","grobid_xml":"https://content.openalex.org/works/W4409181274.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W321425376","https://openalex.org/W1896419431","https://openalex.org/W1971995240","https://openalex.org/W1992204208","https://openalex.org/W1994549533","https://openalex.org/W2005860499","https://openalex.org/W2044250433","https://openalex.org/W2052907703","https://openalex.org/W2061444805","https://openalex.org/W2135220085","https://openalex.org/W2162244427","https://openalex.org/W2314597043","https://openalex.org/W2327640229","https://openalex.org/W3205604692","https://openalex.org/W4239334118","https://openalex.org/W4283332429","https://openalex.org/W4307218763"],"related_works":["https://openalex.org/W4296209631","https://openalex.org/W2561617217","https://openalex.org/W2025378473","https://openalex.org/W2355801475","https://openalex.org/W4206659427","https://openalex.org/W2170062176","https://openalex.org/W2148135840","https://openalex.org/W106004901","https://openalex.org/W2973622563","https://openalex.org/W2316648939"],"abstract_inverted_index":{"Abstract":[0],"This":[1],"study":[2],"investigates":[3],"the":[4,74,81,93,96,99],"use":[5],"of":[6,87,95],"facial":[7,13,56,70,88,111],"skin":[8,89,112],"temperature,":[9],"measured":[10],"through":[11],"non-invasive":[12],"thermal":[14,57,71],"imaging,":[15],"to":[16,119],"classify":[17],"stress-coping":[18,38,76,126],"responses.":[19],"While":[20],"previous":[21],"methods":[22],"like":[23],"Convolutional":[24],"Neural":[25],"Networks":[26],"(CNN)":[27],"and":[28,63,110],"sparse":[29],"coding":[30],"have":[31],"shown":[32],"promise,":[33],"capturing":[34],"continuous":[35,85],"changes":[36],"in":[37,80,98],"states":[39],"remains":[40],"challenging.":[41],"To":[42],"address":[43],"this":[44],"limitation,":[45],"we":[46],"focus":[47],"on":[48],"t-SNE":[49],"for":[50],"dimensionality":[51],"reduction,":[52],"which":[53],"compresses":[54],"high-dimensional":[55],"data":[58,97],"while":[59],"preserving":[60],"both":[61],"local":[62],"global":[64],"structure.":[65],"Our":[66],"findings":[67],"show":[68],"that":[69,122],"images":[72],"from":[73],"same":[75],"response":[77],"cluster":[78],"together":[79],"reduced":[82,100],"space,":[83],"allowing":[84],"monitoring":[86],"temperature":[90,113],"changes.":[91,115,128],"Additionally,":[92],"behavior":[94],"space":[101],"revealed":[102],"a":[103],"time":[104],"lag":[105],"between":[106],"hemodynamic":[107],"parameter":[108],"variations":[109],"distribution":[114],"These":[116],"insights":[117],"contribute":[118],"developing":[120],"models":[121],"can":[123],"continuously":[124],"track":[125],"state":[127]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
