{"id":"https://openalex.org/W110373692","doi":"https://doi.org/10.1007/978-81-322-1602-5_70","title":"A Review of Hybrid Machine Learning Approaches in Cognitive Classification","display_name":"A Review of Hybrid Machine Learning Approaches in Cognitive Classification","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W110373692","doi":"https://doi.org/10.1007/978-81-322-1602-5_70","mag":"110373692"},"language":"en","primary_location":{"id":"doi:10.1007/978-81-322-1602-5_70","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-81-322-1602-5_70","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"type":"review","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/A5015497545","display_name":"Shantipriya Parida","orcid":"https://orcid.org/0000-0003-3387-6300"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Shantipriya Parida","raw_affiliation_strings":["Carrier Software and Core Network,  Huawei Technologies India Pvt Ltd, The Leela Palace, 23 Airport Road, Bangalore, Karnataka, 560008, India"],"affiliations":[{"raw_affiliation_string":"Carrier Software and Core Network,  Huawei Technologies India Pvt Ltd, The Leela Palace, 23 Airport Road, Bangalore, Karnataka, 560008, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001882647","display_name":"Satchidananda Dehuri","orcid":"https://orcid.org/0000-0003-1435-4531"},"institutions":[{"id":"https://openalex.org/I57664883","display_name":"Ajou University","ror":"https://ror.org/03tzb2h73","country_code":"KR","type":"education","lineage":["https://openalex.org/I57664883"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Satchidananda Dehuri","raw_affiliation_strings":["Department of Systems Engineering, Ajou University, San 5, Woncheon-dong, Yeongtong-gu, suwon 443-749, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Systems Engineering, Ajou University, San 5, Woncheon-dong, Yeongtong-gu, suwon 443-749, South Korea","institution_ids":["https://openalex.org/I57664883"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5015497545"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.03487571,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"659","last_page":"666"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9970999956130981,"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"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9970999956130981,"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"}},{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9947999715805054,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9879000186920166,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7270386219024658},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7120120525360107},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6850215196609497},{"id":"https://openalex.org/keywords/functional-magnetic-resonance-imaging","display_name":"Functional magnetic resonance imaging","score":0.5087438225746155},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4814290702342987},{"id":"https://openalex.org/keywords/open-research","display_name":"Open research","score":0.45718735456466675},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.43340060114860535},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.42437005043029785},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4156894385814667},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08626312017440796},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08332422375679016}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7270386219024658},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7120120525360107},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6850215196609497},{"id":"https://openalex.org/C2779226451","wikidata":"https://www.wikidata.org/wiki/Q903809","display_name":"Functional magnetic resonance imaging","level":2,"score":0.5087438225746155},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4814290702342987},{"id":"https://openalex.org/C2778464652","wikidata":"https://www.wikidata.org/wiki/Q309849","display_name":"Open research","level":2,"score":0.45718735456466675},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.43340060114860535},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.42437005043029785},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4156894385814667},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08626312017440796},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08332422375679016},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","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/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/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-81-322-1602-5_70","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-81-322-1602-5_70","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W973600419","https://openalex.org/W1536049468","https://openalex.org/W1747314365","https://openalex.org/W1967541074","https://openalex.org/W1977513632","https://openalex.org/W1989136605","https://openalex.org/W1997410612","https://openalex.org/W2006242772","https://openalex.org/W2016291052","https://openalex.org/W2016806515","https://openalex.org/W2027220904","https://openalex.org/W2028602316","https://openalex.org/W2045185094","https://openalex.org/W2050729568","https://openalex.org/W2079755091","https://openalex.org/W2101758397","https://openalex.org/W2120839036","https://openalex.org/W2122362886","https://openalex.org/W2123923307","https://openalex.org/W2128333388","https://openalex.org/W2130650123","https://openalex.org/W2133502275","https://openalex.org/W2133823404","https://openalex.org/W2140709006","https://openalex.org/W2158485497","https://openalex.org/W2295970495","https://openalex.org/W2465034879","https://openalex.org/W2703722345","https://openalex.org/W2995052109"],"related_works":["https://openalex.org/W4205958290","https://openalex.org/W3194539120","https://openalex.org/W2937631562","https://openalex.org/W3136979370","https://openalex.org/W2101819884","https://openalex.org/W3195168932","https://openalex.org/W1996541855","https://openalex.org/W2979979539","https://openalex.org/W2803710604","https://openalex.org/W3127425528"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
