{"id":"https://openalex.org/W4391970319","doi":"https://doi.org/10.1007/s11042-024-18532-1","title":"A novel approach to perform linear discriminant analyses for a 4-way alzheimer\u2019s disease diagnosis based on an integration of pearson\u2019s correlation coefficients and empirical cumulative distribution function","display_name":"A novel approach to perform linear discriminant analyses for a 4-way alzheimer\u2019s disease diagnosis based on an integration of pearson\u2019s correlation coefficients and empirical cumulative distribution function","publication_year":2024,"publication_date":"2024-02-20","ids":{"openalex":"https://openalex.org/W4391970319","doi":"https://doi.org/10.1007/s11042-024-18532-1"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-024-18532-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-024-18532-1","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/A5051908424","display_name":"Besma Mabrouk","orcid":"https://orcid.org/0000-0002-2378-6320"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Besma Mabrouk","raw_affiliation_strings":["Advanced Technologies for Medicine and Signals ATMS, Department of Electrical and Computer Engineering, National Engineers School, Sfax, Tunisia"],"raw_orcid":"https://orcid.org/0000-0002-2378-6320","affiliations":[{"raw_affiliation_string":"Advanced Technologies for Medicine and Signals ATMS, Department of Electrical and Computer Engineering, National Engineers School, Sfax, Tunisia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110204317","display_name":"Ahmed Ben Hamida","orcid":null},"institutions":[{"id":"https://openalex.org/I4210153053","display_name":"King Khaled Hospital","ror":"https://ror.org/053vynf43","country_code":"SA","type":"healthcare","lineage":["https://openalex.org/I4210153053"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Ahmed Ben Hamida","raw_affiliation_strings":["Department IS, College of Computer Science, King Khaled Universiy, Abha, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department IS, College of Computer Science, King Khaled Universiy, Abha, Saudi Arabia","institution_ids":["https://openalex.org/I4210153053"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092117541","display_name":"Noura Mabrouki","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Noura Mabrouki","raw_affiliation_strings":["Department of Psychiatry, University Hospital Taher Sfar, Mahdia, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, University Hospital Taher Sfar, Mahdia, Tunisia","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101809831","display_name":"Nouha Bouzidi","orcid":"https://orcid.org/0000-0002-6874-5709"},"institutions":[{"id":"https://openalex.org/I4210165772","display_name":"Hopital Universitaire Habib Bourguiba","ror":"https://ror.org/052g5ww90","country_code":"TN","type":"healthcare","lineage":["https://openalex.org/I4210165772"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Nouha Bouzidi","raw_affiliation_strings":["Department of Neurology, University Hospital Habib Bourguiba, Sfax, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurology, University Hospital Habib Bourguiba, Sfax, Tunisia","institution_ids":["https://openalex.org/I4210165772"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018531632","display_name":"Chokri Mhiri","orcid":"https://orcid.org/0000-0001-7591-6994"},"institutions":[{"id":"https://openalex.org/I4210165772","display_name":"Hopital Universitaire Habib Bourguiba","ror":"https://ror.org/052g5ww90","country_code":"TN","type":"healthcare","lineage":["https://openalex.org/I4210165772"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Chokri Mhiri","raw_affiliation_strings":["Department of Neurology, University Hospital Habib Bourguiba, Sfax, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurology, University Hospital Habib Bourguiba, Sfax, Tunisia","institution_ids":["https://openalex.org/I4210165772"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5051908424"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.6915,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.89442349,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"83","issue":"31","first_page":"76687","last_page":"76703"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9997000098228455,"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/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9997000098228455,"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/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"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/T10086","display_name":"Alzheimer's disease research and treatments","score":0.9879000186920166,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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":0.7753630876541138},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6121765375137329},{"id":"https://openalex.org/keywords/pearson-product-moment-correlation-coefficient","display_name":"Pearson product-moment correlation coefficient","score":0.6003744006156921},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5834859013557434},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.5438390970230103},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.5166583061218262},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.4479222595691681},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.44337329268455505},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.4265287518501282},{"id":"https://openalex.org/keywords/cross-validation","display_name":"Cross-validation","score":0.412925660610199},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3634966313838959},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.23314782977104187},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20895329117774963}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7753630876541138},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6121765375137329},{"id":"https://openalex.org/C55078378","wikidata":"https://www.wikidata.org/wiki/Q1136628","display_name":"Pearson product-moment correlation coefficient","level":2,"score":0.6003744006156921},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5834859013557434},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.5438390970230103},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.5166583061218262},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.4479222595691681},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.44337329268455505},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.4265287518501282},{"id":"https://openalex.org/C27181475","wikidata":"https://www.wikidata.org/wiki/Q541014","display_name":"Cross-validation","level":2,"score":0.412925660610199},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3634966313838959},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.23314782977104187},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20895329117774963},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-024-18532-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-024-18532-1","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":[{"score":0.7400000095367432,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1970488531","https://openalex.org/W1991429616","https://openalex.org/W2001619934","https://openalex.org/W2002581945","https://openalex.org/W2104230802","https://openalex.org/W2130371234","https://openalex.org/W2153021580","https://openalex.org/W2557267879","https://openalex.org/W2558276801","https://openalex.org/W2592641863","https://openalex.org/W2614698462","https://openalex.org/W2793664204","https://openalex.org/W2810138282","https://openalex.org/W2810980075","https://openalex.org/W2889669663","https://openalex.org/W3003644065","https://openalex.org/W3036493023","https://openalex.org/W3090295074","https://openalex.org/W3161497379","https://openalex.org/W3171255193","https://openalex.org/W3206738455","https://openalex.org/W4212778923","https://openalex.org/W4214520296","https://openalex.org/W4283163889","https://openalex.org/W4283707895","https://openalex.org/W4293874525","https://openalex.org/W4318346715","https://openalex.org/W4385755534"],"related_works":["https://openalex.org/W2052589448","https://openalex.org/W2765337000","https://openalex.org/W3104072235","https://openalex.org/W2391447249","https://openalex.org/W2312955079","https://openalex.org/W2350996391","https://openalex.org/W2066119650","https://openalex.org/W2059615944","https://openalex.org/W4224057882","https://openalex.org/W4233733985"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
