{"id":"https://openalex.org/W4285205951","doi":"https://doi.org/10.1007/978-981-16-7597-3_12","title":"A Hybrid CNN-LSTM-Based Emotional Status Determination using Physiological Signals","display_name":"A Hybrid CNN-LSTM-Based Emotional Status Determination using Physiological Signals","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285205951","doi":"https://doi.org/10.1007/978-981-16-7597-3_12"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-16-7597-3_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-16-7597-3_12","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"type":"book-chapter","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/A5037084038","display_name":"Nazmun Nahar","orcid":"https://orcid.org/0000-0002-4279-0878"},"institutions":[{"id":"https://openalex.org/I3132920206","display_name":"BGC Trust University Bangladesh","ror":"https://ror.org/05s2ecw65","country_code":"BD","type":"education","lineage":["https://openalex.org/I3132920206"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Nazmun Nahar","raw_affiliation_strings":["BGC Trust University Bangladesh Bidyanagar, Chandanaish, Bangladesh"],"affiliations":[{"raw_affiliation_string":"BGC Trust University Bangladesh Bidyanagar, Chandanaish, Bangladesh","institution_ids":["https://openalex.org/I3132920206"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069691658","display_name":"Ferdous Ara","orcid":"https://orcid.org/0000-0001-5028-4986"},"institutions":[{"id":"https://openalex.org/I3132920206","display_name":"BGC Trust University Bangladesh","ror":"https://ror.org/05s2ecw65","country_code":"BD","type":"education","lineage":["https://openalex.org/I3132920206"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Ferdous Ara","raw_affiliation_strings":["BGC Trust University Bangladesh Bidyanagar, Chandanaish, Bangladesh"],"affiliations":[{"raw_affiliation_string":"BGC Trust University Bangladesh Bidyanagar, Chandanaish, Bangladesh","institution_ids":["https://openalex.org/I3132920206"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073323893","display_name":"Jubair Ahmed Junjun","orcid":"https://orcid.org/0000-0001-6752-830X"},"institutions":[{"id":"https://openalex.org/I3132920206","display_name":"BGC Trust University Bangladesh","ror":"https://ror.org/05s2ecw65","country_code":"BD","type":"education","lineage":["https://openalex.org/I3132920206"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Jubair Ahmed Junjun","raw_affiliation_strings":["BGC Trust University Bangladesh Bidyanagar, Chandanaish, Bangladesh"],"affiliations":[{"raw_affiliation_string":"BGC Trust University Bangladesh Bidyanagar, Chandanaish, Bangladesh","institution_ids":["https://openalex.org/I3132920206"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108820640","display_name":"Mohammad Shahadat Hossain","orcid":null},"institutions":[{"id":"https://openalex.org/I894293524","display_name":"University of Chittagong","ror":"https://ror.org/01173vs27","country_code":"BD","type":"education","lineage":["https://openalex.org/I894293524"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Mohammad Shahadat Hossain","raw_affiliation_strings":["University of Chittagong, Chittagong, Bangladesh"],"affiliations":[{"raw_affiliation_string":"University of Chittagong, Chittagong, Bangladesh","institution_ids":["https://openalex.org/I894293524"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081206139","display_name":"Karl Andersson","orcid":"https://orcid.org/0000-0003-0244-3561"},"institutions":[{"id":"https://openalex.org/I190632392","display_name":"Lule\u00e5 University of Technology","ror":"https://ror.org/016st3p78","country_code":"SE","type":"education","lineage":["https://openalex.org/I190632392"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Karl Andersson","raw_affiliation_strings":["Lulea University of Technology, SE-931 87 Skellefte \u00e2, Sweden"],"affiliations":[{"raw_affiliation_string":"Lulea University of Technology, SE-931 87 Skellefte \u00e2, Sweden","institution_ids":["https://openalex.org/I190632392"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5108820640"],"corresponding_institution_ids":["https://openalex.org/I894293524"],"apc_list":null,"apc_paid":null,"fwci":2.1583,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.88296834,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"149","last_page":"161"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.983299970626831,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/computer-science","display_name":"Computer science","score":0.803540050983429},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7866365909576416},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7302863001823425},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7012982964515686},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6112273931503296},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.5832710266113281},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5458682775497437},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5212591290473938},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5142895579338074},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.48304349184036255},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.45840907096862793},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3275706171989441}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.803540050983429},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7866365909576416},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7302863001823425},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7012982964515686},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6112273931503296},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.5832710266113281},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5458682775497437},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5212591290473938},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5142895579338074},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.48304349184036255},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.45840907096862793},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3275706171989441},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-16-7597-3_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-16-7597-3_12","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W64806164","https://openalex.org/W1689711448","https://openalex.org/W2019588015","https://openalex.org/W2101972387","https://openalex.org/W2114025269","https://openalex.org/W2131274108","https://openalex.org/W2156503193","https://openalex.org/W2162418306","https://openalex.org/W2164368909","https://openalex.org/W2164699598","https://openalex.org/W2170505850","https://openalex.org/W2398040377","https://openalex.org/W2565944610","https://openalex.org/W2572280252","https://openalex.org/W2758361465","https://openalex.org/W2763512256","https://openalex.org/W2806792888","https://openalex.org/W2896297654","https://openalex.org/W2900877948","https://openalex.org/W2901027086","https://openalex.org/W2962905870","https://openalex.org/W2964347220","https://openalex.org/W2971625752","https://openalex.org/W3003854777","https://openalex.org/W3003908700","https://openalex.org/W3010933615","https://openalex.org/W3014593042","https://openalex.org/W3022049297","https://openalex.org/W3044854053","https://openalex.org/W3045656945","https://openalex.org/W3089373398","https://openalex.org/W3090781816","https://openalex.org/W3095650403","https://openalex.org/W3112390452","https://openalex.org/W3113229149","https://openalex.org/W3127855356","https://openalex.org/W3128393501","https://openalex.org/W3184216020","https://openalex.org/W3185119221","https://openalex.org/W3185204387","https://openalex.org/W6675354045","https://openalex.org/W6713134421"],"related_works":["https://openalex.org/W4205958290","https://openalex.org/W2999842097","https://openalex.org/W2979979539","https://openalex.org/W4223564025","https://openalex.org/W3211546796","https://openalex.org/W3127425528","https://openalex.org/W3193301557","https://openalex.org/W4311106074","https://openalex.org/W4294067781","https://openalex.org/W4283784365"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}