{"id":"https://openalex.org/W4391717754","doi":"https://doi.org/10.1007/s40747-023-01337-4","title":"Octonion-based transform moments for innovative stereo image classification with deep learning","display_name":"Octonion-based transform moments for innovative stereo image classification with deep learning","publication_year":2024,"publication_date":"2024-02-10","ids":{"openalex":"https://openalex.org/W4391717754","doi":"https://doi.org/10.1007/s40747-023-01337-4"},"language":"en","primary_location":{"id":"doi:10.1007/s40747-023-01337-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-023-01337-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-023-01337-4.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex &amp; Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s40747-023-01337-4.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042468130","display_name":"Mohamed Amine Tahiri","orcid":"https://orcid.org/0000-0003-4799-6629"},"institutions":[{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Mohamed Amine Tahiri","raw_affiliation_strings":["Engineering, Systems and Applications Laboratory, National School of Applied Sciences, Sidi Mohamed Ben Abdellah University, Fez, Morocco","Laboratory of Electronic Signals and Systems of Information, Sidi Mohamed Ben Abdellah University, Fez, Morocco"],"raw_orcid":"https://orcid.org/0000-0003-4799-6629","affiliations":[{"raw_affiliation_string":"Engineering, Systems and Applications Laboratory, National School of Applied Sciences, Sidi Mohamed Ben Abdellah University, Fez, Morocco","institution_ids":["https://openalex.org/I81605866"]},{"raw_affiliation_string":"Laboratory of Electronic Signals and Systems of Information, Sidi Mohamed Ben Abdellah University, Fez, Morocco","institution_ids":["https://openalex.org/I81605866"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093904041","display_name":"Brahim Boudaaoua","orcid":null},"institutions":[{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Brahim Boudaaoua","raw_affiliation_strings":["Laboratory of Electronic Signals and Systems of Information, Sidi Mohamed Ben Abdellah University, Fez, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Electronic Signals and Systems of Information, Sidi Mohamed Ben Abdellah University, Fez, Morocco","institution_ids":["https://openalex.org/I81605866"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046704374","display_name":"Hicham Karmouni","orcid":"https://orcid.org/0000-0001-9225-8380"},"institutions":[{"id":"https://openalex.org/I119856527","display_name":"Cadi Ayyad University","ror":"https://ror.org/04xf6nm78","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Hicham Karmouni","raw_affiliation_strings":["National School of Applied Sciences, Cadi Ayyad University, Marrakech, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National School of Applied Sciences, Cadi Ayyad University, Marrakech, Morocco","institution_ids":["https://openalex.org/I119856527"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093904042","display_name":"Hamza Tahiri","orcid":"https://orcid.org/0009-0002-6685-3930"},"institutions":[{"id":"https://openalex.org/I99297268","display_name":"University of Hassan II Casablanca","ror":"https://ror.org/001q4kn48","country_code":"MA","type":"education","lineage":["https://openalex.org/I99297268"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Hamza Tahiri","raw_affiliation_strings":["Laboratory Signals, Distributed Systems and Artificial Intelligence, Universit\u00e9 Hassan II de Casablanca, Casablanca, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory Signals, Distributed Systems and Artificial Intelligence, Universit\u00e9 Hassan II de Casablanca, Casablanca, Morocco","institution_ids":["https://openalex.org/I99297268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053080709","display_name":"Hicham Oufettoul","orcid":"https://orcid.org/0000-0003-1447-1914"},"institutions":[{"id":"https://openalex.org/I4210154347","display_name":"Institut of Research in Solar Energy and New Energies","ror":"https://ror.org/04wbcfb93","country_code":"MA","type":"facility","lineage":["https://openalex.org/I4210154347"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Hicham Oufettoul","raw_affiliation_strings":["Green Energy Park Research Platform (GEP, IRESEN/UM6P), Ben Guerir, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Green Energy Park Research Platform (GEP, IRESEN/UM6P), Ben Guerir, Morocco","institution_ids":["https://openalex.org/I4210154347"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086546445","display_name":"Hicham Amakdouf","orcid":"https://orcid.org/0000-0002-6348-0406"},"institutions":[{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Hicham Amakdouf","raw_affiliation_strings":["Institute of Sports Sciences, Sidi Mohamed Ben Abdellah University, Fez, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Sports Sciences, Sidi Mohamed Ben Abdellah University, Fez, Morocco","institution_ids":["https://openalex.org/I81605866"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090460868","display_name":"Hassan Qjidaa","orcid":"https://orcid.org/0000-0003-4505-5243"},"institutions":[{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Hassan Qjidaa","raw_affiliation_strings":["Laboratory of Electronic Signals and Systems of Information, Sidi Mohamed Ben Abdellah University, Fez, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Electronic Signals and Systems of Information, Sidi Mohamed Ben Abdellah University, Fez, Morocco","institution_ids":["https://openalex.org/I81605866"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068555962","display_name":"Mohamed Abouhawwash","orcid":"https://orcid.org/0000-0003-2846-4707"},"institutions":[{"id":"https://openalex.org/I159247623","display_name":"Mansoura University","ror":"https://ror.org/01k8vtd75","country_code":"EG","type":"education","lineage":["https://openalex.org/I159247623"]},{"id":"https://openalex.org/I87216513","display_name":"Michigan State University","ror":"https://ror.org/05hs6h993","country_code":"US","type":"education","lineage":["https://openalex.org/I87216513"]}],"countries":["EG","US"],"is_corresponding":false,"raw_author_name":"Mohamed Abouhawwash","raw_affiliation_strings":["Department of Computational Mathematics, Science and Engineering, College of Engineering, Michigan State University, East Lansing, MI, 48824, USA","Department of Mathematics, Faculty of Science, Mansoura University, Mansoura, 35516, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computational Mathematics, Science and Engineering, College of Engineering, Michigan State University, East Lansing, MI, 48824, USA","institution_ids":["https://openalex.org/I87216513"]},{"raw_affiliation_string":"Department of Mathematics, Faculty of Science, Mansoura University, Mansoura, 35516, Egypt","institution_ids":["https://openalex.org/I159247623"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088545047","display_name":"Sameh Askar","orcid":"https://orcid.org/0000-0002-1167-2430"},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"S. S. Askar","raw_affiliation_strings":["Department of Statistics and Operations Research, College of Science, King Saud University, P.O. Box 2455, 11451, Riyadh, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics and Operations Research, College of Science, King Saud University, P.O. Box 2455, 11451, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006453222","display_name":"Mhamed Sayyouri","orcid":"https://orcid.org/0000-0002-1615-419X"},"institutions":[{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Mhamed Sayyouri","raw_affiliation_strings":["Engineering, Systems and Applications Laboratory, National School of Applied Sciences, Sidi Mohamed Ben Abdellah University, Fez, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Engineering, Systems and Applications Laboratory, National School of Applied Sciences, Sidi Mohamed Ben Abdellah University, Fez, Morocco","institution_ids":["https://openalex.org/I81605866"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5042468130"],"corresponding_institution_ids":["https://openalex.org/I81605866"],"apc_list":{"value":1320,"currency":"GBP","value_usd":1619},"apc_paid":{"value":1320,"currency":"GBP","value_usd":1619},"fwci":4.0473,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.94802246,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"10","issue":"3","first_page":"3493","last_page":"3511"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9975000023841858,"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":0.9975000023841858,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9939000010490417,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9860000014305115,"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/stereoscopy","display_name":"Stereoscopy","score":0.8155138492584229},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7661017775535583},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7106606364250183},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5725916028022766},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.5568201541900635},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.48155859112739563},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4650503396987915},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4570983946323395},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.44471079111099243}],"concepts":[{"id":"https://openalex.org/C126057942","wikidata":"https://www.wikidata.org/wiki/Q35158","display_name":"Stereoscopy","level":2,"score":0.8155138492584229},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7661017775535583},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7106606364250183},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5725916028022766},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.5568201541900635},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.48155859112739563},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4650503396987915},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4570983946323395},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.44471079111099243}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s40747-023-01337-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-023-01337-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-023-01337-4.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex &amp; Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:41282eb68d434d7b91ded02703a5877b","is_oa":true,"landing_page_url":"https://doaj.org/article/41282eb68d434d7b91ded02703a5877b","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complex & Intelligent Systems, Vol 10, Iss 3, Pp 3493-3511 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s40747-023-01337-4","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-023-01337-4","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-023-01337-4.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex &amp; Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6100000143051147,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G8137665754","display_name":null,"funder_award_id":"RSP2024R167","funder_id":"https://openalex.org/F4320321145","funder_display_name":"King Saud University"}],"funders":[{"id":"https://openalex.org/F4320321145","display_name":"King Saud University","ror":"https://ror.org/02f81g417"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4391717754.pdf"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W193519271","https://openalex.org/W330212694","https://openalex.org/W1970617272","https://openalex.org/W2042518099","https://openalex.org/W2144979740","https://openalex.org/W2155524176","https://openalex.org/W2157825442","https://openalex.org/W2183830719","https://openalex.org/W2609891297","https://openalex.org/W2753763253","https://openalex.org/W2756408590","https://openalex.org/W2762379875","https://openalex.org/W2782801325","https://openalex.org/W2793109754","https://openalex.org/W2898601552","https://openalex.org/W2915222188","https://openalex.org/W2915360916","https://openalex.org/W2915922371","https://openalex.org/W2962807143","https://openalex.org/W2963038540","https://openalex.org/W3034627041","https://openalex.org/W3042261780","https://openalex.org/W3082841037","https://openalex.org/W3087171538","https://openalex.org/W3088963427","https://openalex.org/W3091017285","https://openalex.org/W3091199344","https://openalex.org/W3108829545","https://openalex.org/W3134436426","https://openalex.org/W3138340105","https://openalex.org/W3153024946","https://openalex.org/W3199473444","https://openalex.org/W4200228983","https://openalex.org/W4205178014","https://openalex.org/W4210302326","https://openalex.org/W4210615770","https://openalex.org/W4289839809","https://openalex.org/W4292737595","https://openalex.org/W4293581688","https://openalex.org/W4317356997","https://openalex.org/W4367843870","https://openalex.org/W4372232585","https://openalex.org/W4379135610","https://openalex.org/W4380926574","https://openalex.org/W4381664447","https://openalex.org/W4381887113","https://openalex.org/W4382051552","https://openalex.org/W4382364303","https://openalex.org/W4383101221"],"related_works":["https://openalex.org/W1536158975","https://openalex.org/W2393788985","https://openalex.org/W2029966401","https://openalex.org/W2374120702","https://openalex.org/W4226493464","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3103566983","https://openalex.org/W2095030957","https://openalex.org/W2066827917"],"abstract_inverted_index":{"Abstract":[0],"Recent":[1],"advances":[2],"in":[3,12,66],"imaging":[4,44],"technologies":[5],"have":[6],"led":[7],"to":[8,50,103,135,159,210],"a":[9,47,56,67,85,109,137,160,179,220],"significant":[10],"increase":[11],"the":[13,25,29,78,90,96,149,174,189,212,224],"adoption":[14],"of":[15,28,32,42,59,69,81,92,98,162,167,191,214,223,226],"stereoscopic":[16,34,43,82,114,232],"images.":[17,115,233],"However,":[18,76],"despite":[19],"this":[20,186],"proliferation,":[21],"in-depth":[22],"research":[23],"into":[24,121,141],"complex":[26],"analysis":[27],"visual":[30,51,60],"content":[31],"these":[33],"images":[35,54,83,164],"is":[36,119],"still":[37],"relatively":[38],"rare.":[39],"The":[40,116,125],"advent":[41],"has":[45],"brought":[46],"new":[48,105],"dimension":[49],"content.":[52],"These":[53,217],"offer":[55],"higher":[57],"level":[58],"detail,":[61],"making":[62],"them":[63],"increasingly":[64],"common":[65],"variety":[68],"fields,":[70],"including":[71],"medicine":[72],"and":[73,95,205],"industrial":[74],"applications.":[75],"exploiting":[77,89],"full":[79],"potential":[80],"requires":[84],"deeper":[86],"understanding.":[87],"By":[88],"capabilities":[91],"octonion":[93],"moments":[94,153],"power":[97],"artificial":[99],"intelligence,":[100],"we":[101,133,147,177],"aim":[102,190],"break":[104],"ground":[106],"by":[107],"introducing":[108],"novel":[110],"method":[111,118],"for":[112,155,231],"classifying":[113],"proposed":[117],"divided":[120,140],"two":[122],"key":[123],"stages:":[124],"first":[126],"stage":[127],"involves":[128],"data":[129],"preprocessing,":[130],"during":[131],"which":[132],"strive":[134],"construct":[136],"balanced":[138],"database":[139,161],"three":[142],"distinct":[143],"categories.":[144,195],"In":[145,173],"addition,":[146],"extract":[148],"stable":[150],"Octonion":[151],"Krawtchouk":[152],"(SOKM)":[154],"each":[156],"image,":[157],"leading":[158],"moment":[163],"with":[165,188],"dimensions":[166],"128":[168,170],"\u00d7":[169,171],"1.":[172],"second":[175],"step,":[176],"train":[178],"convolutional":[180],"neural":[181],"network":[182],"(CNN)":[183],"model":[184],"using":[185],"database,":[187],"discriminating":[192],"between":[193],"different":[194],"Standard":[196],"measures":[197,218],"such":[198],"as":[199],"precision,":[200],"accuracy,":[201],"recall,":[202],"F1":[203],"score,":[204],"ROC":[206],"curves":[207],"are":[208],"used":[209],"assess":[211],"effectiveness":[213],"our":[215,227],"method.":[216],"provide":[219],"quantitative":[221],"assessment":[222],"performance":[225],"object":[228],"classification":[229],"approach":[230]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":2}],"updated_date":"2026-01-24T23:23:39.755997","created_date":"2025-10-10T00:00:00"}
