{"id":"https://openalex.org/W4220847381","doi":"https://doi.org/10.1007/s11042-022-12420-2","title":"Selection of Relevant Visual Feature Sets for Enhanced Depression Detection using Incremental Linear Discriminant Analysis","display_name":"Selection of Relevant Visual Feature Sets for Enhanced Depression Detection using Incremental Linear Discriminant Analysis","publication_year":2022,"publication_date":"2022-03-07","ids":{"openalex":"https://openalex.org/W4220847381","doi":"https://doi.org/10.1007/s11042-022-12420-2"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-022-12420-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-022-12420-2","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","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/A5063042416","display_name":"Swati Rathi","orcid":"https://orcid.org/0000-0003-4385-0120"},"institutions":[{"id":"https://openalex.org/I152429107","display_name":"Jawaharlal Nehru University","ror":"https://ror.org/0567v8t28","country_code":"IN","type":"education","lineage":["https://openalex.org/I152429107"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Swati Rathi","raw_affiliation_strings":["School of Computer and Systems Sciences, Jawaharlal Nehru University, Delhi, India"],"raw_orcid":"https://orcid.org/0000-0003-4385-0120","affiliations":[{"raw_affiliation_string":"School of Computer and Systems Sciences, Jawaharlal Nehru University, Delhi, India","institution_ids":["https://openalex.org/I152429107"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044492667","display_name":"Baljeet Kaur","orcid":"https://orcid.org/0000-0003-2821-2219"},"institutions":[{"id":"https://openalex.org/I110166357","display_name":"University of Delhi","ror":"https://ror.org/04gzb2213","country_code":"IN","type":"education","lineage":["https://openalex.org/I110166357"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Baljeet Kaur","raw_affiliation_strings":["Hansraj College, University of Delhi, Delhi, India"],"raw_orcid":"https://orcid.org/0000-0003-2821-2219","affiliations":[{"raw_affiliation_string":"Hansraj College, University of Delhi, Delhi, India","institution_ids":["https://openalex.org/I110166357"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103154659","display_name":"R. K. Agrawal","orcid":"https://orcid.org/0000-0003-3122-5096"},"institutions":[{"id":"https://openalex.org/I152429107","display_name":"Jawaharlal Nehru University","ror":"https://ror.org/0567v8t28","country_code":"IN","type":"education","lineage":["https://openalex.org/I152429107"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"R.K. Agrawal","raw_affiliation_strings":["School of Computer and Systems Sciences, Jawaharlal Nehru University, Delhi, India"],"raw_orcid":"https://orcid.org/0000-0003-3122-5096","affiliations":[{"raw_affiliation_string":"School of Computer and Systems Sciences, Jawaharlal Nehru University, Delhi, India","institution_ids":["https://openalex.org/I152429107"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3465,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.80203423,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"81","issue":"13","first_page":"17703","last_page":"17727"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9958999752998352,"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":0.9958999752998352,"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/T11448","display_name":"Face recognition and analysis","score":0.9266999959945679,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.803337037563324},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.7857570052146912},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7103114724159241},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6780128479003906},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6597374677658081},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.6111535429954529},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6097803711891174},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.5457696914672852},{"id":"https://openalex.org/keywords/kernel-fisher-discriminant-analysis","display_name":"Kernel Fisher discriminant analysis","score":0.48619240522384644},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4719216823577881},{"id":"https://openalex.org/keywords/univariate","display_name":"Univariate","score":0.4560302793979645},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4559531509876251},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4011564254760742},{"id":"https://openalex.org/keywords/kernel-method","display_name":"Kernel method","score":0.33125048875808716},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.21269050240516663}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.803337037563324},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.7857570052146912},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7103114724159241},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6780128479003906},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6597374677658081},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.6111535429954529},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6097803711891174},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.5457696914672852},{"id":"https://openalex.org/C181367576","wikidata":"https://www.wikidata.org/wiki/Q6394184","display_name":"Kernel Fisher discriminant analysis","level":4,"score":0.48619240522384644},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4719216823577881},{"id":"https://openalex.org/C199163554","wikidata":"https://www.wikidata.org/wiki/Q1681619","display_name":"Univariate","level":3,"score":0.4560302793979645},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4559531509876251},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4011564254760742},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.33125048875808716},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.21269050240516663},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-022-12420-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-022-12420-2","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.75}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W1607979445","https://openalex.org/W1626978984","https://openalex.org/W1777859530","https://openalex.org/W1975104124","https://openalex.org/W1976066595","https://openalex.org/W1982921461","https://openalex.org/W1988088279","https://openalex.org/W1991060033","https://openalex.org/W2000149402","https://openalex.org/W2010632490","https://openalex.org/W2019880266","https://openalex.org/W2027192823","https://openalex.org/W2035804753","https://openalex.org/W2040232951","https://openalex.org/W2055134133","https://openalex.org/W2056403322","https://openalex.org/W2059805054","https://openalex.org/W2060779380","https://openalex.org/W2074771309","https://openalex.org/W2084242110","https://openalex.org/W2095540482","https://openalex.org/W2124449901","https://openalex.org/W2130258210","https://openalex.org/W2131081720","https://openalex.org/W2132322340","https://openalex.org/W2133747057","https://openalex.org/W2133993360","https://openalex.org/W2136409902","https://openalex.org/W2157735101","https://openalex.org/W2157877920","https://openalex.org/W2161969291","https://openalex.org/W2163352848","https://openalex.org/W2163808566","https://openalex.org/W2163928333","https://openalex.org/W2291466689","https://openalex.org/W2346454595","https://openalex.org/W2395639500","https://openalex.org/W2486806851","https://openalex.org/W2529925562","https://openalex.org/W2530305026","https://openalex.org/W2530431529","https://openalex.org/W2531271152","https://openalex.org/W2558919063","https://openalex.org/W2570412145","https://openalex.org/W2581522377","https://openalex.org/W2736814566","https://openalex.org/W2741151098","https://openalex.org/W2751214333","https://openalex.org/W2766415998","https://openalex.org/W2767030624","https://openalex.org/W2767043218","https://openalex.org/W2800833042","https://openalex.org/W2803017656","https://openalex.org/W2805755230","https://openalex.org/W2889847952","https://openalex.org/W2894936288","https://openalex.org/W2896134990","https://openalex.org/W2912654919","https://openalex.org/W2957148965","https://openalex.org/W2969098054","https://openalex.org/W3027884094","https://openalex.org/W3034599802","https://openalex.org/W3098431772","https://openalex.org/W4230375458","https://openalex.org/W4247665917","https://openalex.org/W4298379700","https://openalex.org/W6633381620"],"related_works":["https://openalex.org/W2141981133","https://openalex.org/W2386228546","https://openalex.org/W2086055175","https://openalex.org/W2365801610","https://openalex.org/W2388048830","https://openalex.org/W2150796457","https://openalex.org/W2566759662","https://openalex.org/W2114217318","https://openalex.org/W2395040056","https://openalex.org/W2129407254"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}