{"id":"https://openalex.org/W1514233600","doi":"https://doi.org/10.1007/978-3-642-02478-8_122","title":"Alzheimer\u2019s Diagnosis Using Eigenbrains and Support Vector Machines","display_name":"Alzheimer\u2019s Diagnosis Using Eigenbrains and Support Vector Machines","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W1514233600","doi":"https://doi.org/10.1007/978-3-642-02478-8_122","mag":"1514233600"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-02478-8_122","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-02478-8_122","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","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/A5037083293","display_name":"I. \u00c1lvarez","orcid":"https://orcid.org/0000-0002-5094-8911"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"I. \u00c1lvarez","raw_affiliation_strings":["Dept. of Signal Theory, Networking and Communications, University of Granada, Spain","Dept. of Signal Theory, Networking, and Communications, University of Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Dept. of Signal Theory, Networking and Communications, University of Granada, Spain","institution_ids":["https://openalex.org/I173304897"]},{"raw_affiliation_string":"Dept. of Signal Theory, Networking, and Communications, University of Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011354002","display_name":"J. M. G\u00f3rriz","orcid":"https://orcid.org/0000-0001-7069-1714"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"J. M. G\u00f3rriz","raw_affiliation_strings":["Dept. of Signal Theory, Networking and Communications, University of Granada, Spain","Dept. of Signal Theory, Networking, and Communications, University of Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Dept. of Signal Theory, Networking and Communications, University of Granada, Spain","institution_ids":["https://openalex.org/I173304897"]},{"raw_affiliation_string":"Dept. of Signal Theory, Networking, and Communications, University of Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067023995","display_name":"Javier Ram\u0131\u0301rez","orcid":"https://orcid.org/0000-0002-6229-2921"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"J. Ram\u00edrez","raw_affiliation_strings":["Dept. of Signal Theory, Networking and Communications, University of Granada, Spain","Dept. of Signal Theory, Networking, and Communications, University of Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Dept. of Signal Theory, Networking and Communications, University of Granada, Spain","institution_ids":["https://openalex.org/I173304897"]},{"raw_affiliation_string":"Dept. of Signal Theory, Networking, and Communications, University of Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052657189","display_name":"D. Salas-Gonz\u00e1lez","orcid":"https://orcid.org/0000-0001-5618-7140"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"D. Salas-Gonzalez","raw_affiliation_strings":["Dept. of Signal Theory, Networking and Communications, University of Granada, Spain","Dept. of Signal Theory, Networking, and Communications, University of Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Dept. of Signal Theory, Networking and Communications, University of Granada, Spain","institution_ids":["https://openalex.org/I173304897"]},{"raw_affiliation_string":"Dept. of Signal Theory, Networking, and Communications, University of Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085118369","display_name":"M. L\u00f3pez","orcid":"https://orcid.org/0000-0003-1593-3754"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"M. L\u00f3pez","raw_affiliation_strings":["Dept. of Signal Theory, Networking and Communications, University of Granada, Spain","Dept. of Signal Theory, Networking, and Communications, University of Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Dept. of Signal Theory, Networking and Communications, University of Granada, Spain","institution_ids":["https://openalex.org/I173304897"]},{"raw_affiliation_string":"Dept. of Signal Theory, Networking, and Communications, University of Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018314596","display_name":"F. Segovia","orcid":"https://orcid.org/0000-0003-1940-8834"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"F. Segovia","raw_affiliation_strings":["Dept. of Signal Theory, Networking and Communications, University of Granada, Spain","Dept. of Signal Theory, Networking, and Communications, University of Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Dept. of Signal Theory, Networking and Communications, University of Granada, Spain","institution_ids":["https://openalex.org/I173304897"]},{"raw_affiliation_string":"Dept. of Signal Theory, Networking, and Communications, University of Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001433529","display_name":"Carlos G. Puntonet","orcid":"https://orcid.org/0000-0001-6886-5535"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"C. G. Puntonet","raw_affiliation_strings":["Dept. of Computers Architecture and Technology, University of Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Dept. of Computers Architecture and Technology, University of Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010558641","display_name":"Beatriz Prieto","orcid":"https://orcid.org/0000-0003-0187-6533"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"B. Prieto","raw_affiliation_strings":["Dept. of Computers Architecture and Technology, University of Granada, Spain"],"affiliations":[{"raw_affiliation_string":"Dept. of Computers Architecture and Technology, University of Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5037083293"],"corresponding_institution_ids":["https://openalex.org/I173304897"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.2707,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.75233722,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"973","last_page":"980"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.979200005531311,"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"}},"topics":[{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.979200005531311,"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"}},{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9765999913215637,"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"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9764999747276306,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5440470576286316},{"id":"https://openalex.org/keywords/vector","display_name":"Vector (molecular biology)","score":0.48498985171318054},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4164814054965973},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.3900875449180603},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3407285213470459},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32369381189346313},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.2192997932434082}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5440470576286316},{"id":"https://openalex.org/C92087593","wikidata":"https://www.wikidata.org/wiki/Q427389","display_name":"Vector (molecular biology)","level":4,"score":0.48498985171318054},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4164814054965973},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.3900875449180603},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3407285213470459},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32369381189346313},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2192997932434082},{"id":"https://openalex.org/C40767141","wikidata":"https://www.wikidata.org/wiki/Q285697","display_name":"Recombinant DNA","level":3,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-02478-8_122","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-02478-8_122","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","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":24,"referenced_works":["https://openalex.org/W1511955668","https://openalex.org/W1528119265","https://openalex.org/W1575374100","https://openalex.org/W1973637060","https://openalex.org/W1974246996","https://openalex.org/W1980125586","https://openalex.org/W1995887371","https://openalex.org/W2021954644","https://openalex.org/W2046601821","https://openalex.org/W2048209332","https://openalex.org/W2090494229","https://openalex.org/W2138451337","https://openalex.org/W2138516811","https://openalex.org/W2140899075","https://openalex.org/W2145030715","https://openalex.org/W2148603752","https://openalex.org/W2160861785","https://openalex.org/W2542967655","https://openalex.org/W2545652022","https://openalex.org/W2579190672","https://openalex.org/W2983836991","https://openalex.org/W3184801616","https://openalex.org/W4238688872","https://openalex.org/W4251952060"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2090763504","https://openalex.org/W148178222","https://openalex.org/W2104657898","https://openalex.org/W1948992892","https://openalex.org/W1886884218","https://openalex.org/W1910826599","https://openalex.org/W2012353789","https://openalex.org/W2530420969","https://openalex.org/W2051187167"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
