{"id":"https://openalex.org/W4416250780","doi":"https://doi.org/10.1109/ijcnn64981.2025.11228103","title":"l1 Regularization Based Random Vector Functional Link Network for Alzheimer\u2019s Disease Diagnosis","display_name":"l1 Regularization Based Random Vector Functional Link Network for Alzheimer\u2019s Disease Diagnosis","publication_year":2025,"publication_date":"2025-06-30","ids":{"openalex":"https://openalex.org/W4416250780","doi":"https://doi.org/10.1109/ijcnn64981.2025.11228103"},"language":null,"primary_location":{"id":"doi:10.1109/ijcnn64981.2025.11228103","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn64981.2025.11228103","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-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/A5023953048","display_name":"Tripti Goel","orcid":"https://orcid.org/0000-0001-6473-8846"},"institutions":[{"id":"https://openalex.org/I151903974","display_name":"National Institute Of Technology Silchar","ror":"https://ror.org/001ws2a36","country_code":"IN","type":"education","lineage":["https://openalex.org/I151903974"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Tripti Goel","raw_affiliation_strings":["National Institute of Technology,Biomedical Imaging Lab,Silchar,Assam,India"],"affiliations":[{"raw_affiliation_string":"National Institute of Technology,Biomedical Imaging Lab,Silchar,Assam,India","institution_ids":["https://openalex.org/I151903974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033082512","display_name":"Raveendra Pilli","orcid":"https://orcid.org/0000-0002-5905-2193"},"institutions":[{"id":"https://openalex.org/I151903974","display_name":"National Institute Of Technology Silchar","ror":"https://ror.org/001ws2a36","country_code":"IN","type":"education","lineage":["https://openalex.org/I151903974"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Raveendra Pilli","raw_affiliation_strings":["National Institute of Technology,Biomedical Imaging Lab,Silchar,Assam,India"],"affiliations":[{"raw_affiliation_string":"National Institute of Technology,Biomedical Imaging Lab,Silchar,Assam,India","institution_ids":["https://openalex.org/I151903974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088127350","display_name":"Shradha Verma","orcid":null},"institutions":[{"id":"https://openalex.org/I151903974","display_name":"National Institute Of Technology Silchar","ror":"https://ror.org/001ws2a36","country_code":"IN","type":"education","lineage":["https://openalex.org/I151903974"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shradha Verma","raw_affiliation_strings":["National Institute of Technology,Biomedical Imaging Lab,Silchar,Assam,India"],"affiliations":[{"raw_affiliation_string":"National Institute of Technology,Biomedical Imaging Lab,Silchar,Assam,India","institution_ids":["https://openalex.org/I151903974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004222223","display_name":"M. Tanveer","orcid":"https://orcid.org/0000-0002-5727-3697"},"institutions":[{"id":"https://openalex.org/I64295750","display_name":"Indian Institute of Technology Indore","ror":"https://ror.org/01hhf7w52","country_code":"IN","type":"education","lineage":["https://openalex.org/I64295750"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"M Tanveer","raw_affiliation_strings":["Indian Institute of Technology Indore,Department of Mathematics,Indore,India"],"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Indore,Department of Mathematics,Indore,India","institution_ids":["https://openalex.org/I64295750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112860595","display_name":"R. Murugan","orcid":null},"institutions":[{"id":"https://openalex.org/I151903974","display_name":"National Institute Of Technology Silchar","ror":"https://ror.org/001ws2a36","country_code":"IN","type":"education","lineage":["https://openalex.org/I151903974"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"R Murugan","raw_affiliation_strings":["National Institute of Technology,Biomedical Imaging Lab,Silchar,Assam,India"],"affiliations":[{"raw_affiliation_string":"National Institute of Technology,Biomedical Imaging Lab,Silchar,Assam,India","institution_ids":["https://openalex.org/I151903974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025626208","display_name":"Ponnuthurai Nagaratnam Suganthan","orcid":"https://orcid.org/0000-0003-0901-5105"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"P. N. Suganthan","raw_affiliation_strings":["Qatar University,KINDI Center for Computing Research College of Engineering,Doha,Qatar"],"affiliations":[{"raw_affiliation_string":"Qatar University,KINDI Center for Computing Research College of Engineering,Doha,Qatar","institution_ids":["https://openalex.org/I60342839"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5023953048"],"corresponding_institution_ids":["https://openalex.org/I151903974"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.42340034,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.31150001287460327,"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"}},"topics":[{"id":"https://openalex.org/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.31150001287460327,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.1152999997138977,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.07159999758005142,"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/coronal-plane","display_name":"Coronal plane","score":0.7318000197410583},{"id":"https://openalex.org/keywords/sagittal-plane","display_name":"Sagittal plane","score":0.7057999968528748},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6187999844551086},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5462999939918518},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.4790000021457672},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.428600013256073},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4174000024795532},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.4050999879837036},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.39730000495910645}],"concepts":[{"id":"https://openalex.org/C13483470","wikidata":"https://www.wikidata.org/wiki/Q1470152","display_name":"Coronal plane","level":2,"score":0.7318000197410583},{"id":"https://openalex.org/C178910020","wikidata":"https://www.wikidata.org/wiki/Q2211994","display_name":"Sagittal plane","level":2,"score":0.7057999968528748},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.67330002784729},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6438999772071838},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6187999844551086},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5462999939918518},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.4790000021457672},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.428600013256073},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4174000024795532},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.4050999879837036},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.39730000495910645},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.37790000438690186},{"id":"https://openalex.org/C157787499","wikidata":"https://www.wikidata.org/wiki/Q13479657","display_name":"Real-time MRI","level":3,"score":0.3767000138759613},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.36880001425743103},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.3628000020980835},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.323199987411499},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3109999895095825},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.31029999256134033},{"id":"https://openalex.org/C135252773","wikidata":"https://www.wikidata.org/wiki/Q1567213","display_name":"Inverse problem","level":2,"score":0.30709999799728394},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.30480000376701355},{"id":"https://openalex.org/C10390562","wikidata":"https://www.wikidata.org/wiki/Q581809","display_name":"Spline (mechanical)","level":2,"score":0.29910001158714294},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2964000105857849},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2935999929904938},{"id":"https://openalex.org/C45340560","wikidata":"https://www.wikidata.org/wiki/Q215382","display_name":"Disjoint sets","level":2,"score":0.2718999981880188},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.26600000262260437},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.2653999924659729},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2547000050544739},{"id":"https://openalex.org/C2991673738","wikidata":"https://www.wikidata.org/wiki/Q5062122","display_name":"Brain disease","level":3,"score":0.25429999828338623}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn64981.2025.11228103","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn64981.2025.11228103","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1986278072","https://openalex.org/W1988224834","https://openalex.org/W1996640396","https://openalex.org/W2008056655","https://openalex.org/W2138383519","https://openalex.org/W2142058898","https://openalex.org/W2758055284","https://openalex.org/W2765890180","https://openalex.org/W2901217160","https://openalex.org/W2949320721","https://openalex.org/W2963418220","https://openalex.org/W2996897273","https://openalex.org/W3015461837","https://openalex.org/W3026072590","https://openalex.org/W3148181069","https://openalex.org/W3156969875","https://openalex.org/W3176630962","https://openalex.org/W3194939776","https://openalex.org/W4200324364","https://openalex.org/W4213216104","https://openalex.org/W4225150452","https://openalex.org/W4281674975","https://openalex.org/W4303859604","https://openalex.org/W4308310734","https://openalex.org/W4323644199","https://openalex.org/W4372203465","https://openalex.org/W4379391468","https://openalex.org/W4385488628","https://openalex.org/W4387492907","https://openalex.org/W4387530124","https://openalex.org/W4390969350"],"related_works":[],"abstract_inverted_index":{"Alzheimer\u2019s":[0,189],"disease":[1,29],"(AD)":[2],"is":[3,12,139,151],"a":[4,55,72,100,117,162],"neurological":[5],"condition":[6],"primarily":[7],"impacting":[8],"the":[9,59,65,84,90,93,109,134,142,169,173,186,202,206],"elderly":[10],"and":[11,35,46,75,80,154],"known":[13],"for":[14,111,127,209],"its":[15],"progressive":[16],"decline":[17],"in":[18,64,77,168],"normal":[19],"brain":[20],"functioning.":[21],"The":[22,49,68,130,158,181],"magnetic":[23],"resonance":[24],"imaging":[25],"(MRI)":[26],"modality":[27],"enables":[28],"diagnoses":[30],"by":[31],"identifying":[32],"atrophy":[33],"patterns":[34],"structural":[36],"changes.":[37],"Imaging":[38],"captures":[39],"anatomical":[40],"details":[41],"effectively":[42],"using":[43,98,141],"axial,":[44],"sagittal,":[45],"coronal":[47,60],"planes.":[48],"axial":[50],"plane":[51,61,70,95],"of":[52,83,92,133,165,205],"MRI":[53],"provides":[54],"cross-sectional":[56],"view,":[57],"whereas":[58],"allows":[62],"visualization":[63],"anterior-posterior":[66],"direction.":[67],"sagittal":[69,94],"offers":[71],"lateral":[73],"view":[74],"aids":[76],"examining":[78],"asymmetry":[79],"bilateral":[81],"structures":[82],"brain\u2019s":[85],"anatomy.":[86],"In":[87],"this":[88],"paper,":[89],"features":[91,105],"are":[96,106,183],"extracted":[97,104],"Resnet-50,":[99],"deep-learning":[101],"network.":[102],"These":[103],"fed":[107],"to":[108,172],"classifier":[110,126,150],"AD":[112,128,210],"diagnosis.":[113,129],"This":[114],"paper":[115],"presents":[116],"l1":[118,136,147],"regularization-based":[119,137,148],"random":[120],"vector":[121],"functional":[122],"link":[123],"network":[124,176],"(RVFL)":[125],"optimization":[131],"problem":[132],"proposed":[135,207],"RVFL":[138,149,175],"solved":[140],"Split":[143],"Bregman":[144],"iterative":[145],"method.":[146],"more":[152],"generalizable":[153],"produces":[155],"sparse":[156,159],"output.":[157],"output":[160,170],"indicates":[161],"lower":[163],"number":[164],"non-zero":[166],"elements":[167],"compared":[171,195],"standard":[174],"which":[177],"uses":[178],"l2":[179],"regularization.":[180],"experiments":[182],"performed":[184],"on":[185],"publicly":[187],"accessible":[188],"Disease":[190],"Neuroimaging":[191],"Initiative":[192],"(ADNI)":[193],"dataset,":[194],"with":[196],"other":[197],"feed-forward":[198],"networks.":[199],"Results":[200],"highlight":[201],"better":[203],"performance":[204],"model":[208],"diagnosis":[211],"than":[212],"state-of-the-art":[213],"approaches.":[214]},"counts_by_year":[],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-11-14T00:00:00"}