{"id":"https://openalex.org/W4403674653","doi":"https://doi.org/10.1109/access.2024.3485214","title":"Robust Support Vector Machine With Asymmetric Truncated Generalized Pinball Loss","display_name":"Robust Support Vector Machine With Asymmetric Truncated Generalized Pinball Loss","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4403674653","doi":"https://doi.org/10.1109/access.2024.3485214"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3485214","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3485214","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3485214","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004911616","display_name":"Siwakon Suppalap","orcid":null},"institutions":[{"id":"https://openalex.org/I66200439","display_name":"Naresuan University","ror":"https://ror.org/03e2qe334","country_code":"TH","type":"education","lineage":["https://openalex.org/I66200439"]}],"countries":["TH"],"is_corresponding":true,"raw_author_name":"Siwakon Suppalap","raw_affiliation_strings":["Department of Mathematics, Faculty of Science, Naresuan University, Phitsanulok, Thailand"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Faculty of Science, Naresuan University, Phitsanulok, Thailand","institution_ids":["https://openalex.org/I66200439"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071816548","display_name":"Rabian Wangkeeree","orcid":"https://orcid.org/0000-0002-5715-3804"},"institutions":[{"id":"https://openalex.org/I66200439","display_name":"Naresuan University","ror":"https://ror.org/03e2qe334","country_code":"TH","type":"education","lineage":["https://openalex.org/I66200439"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Rabian Wangkeeree","raw_affiliation_strings":["Department of Mathematics, Faculty of Science, Naresuan University, Phitsanulok, Thailand"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Faculty of Science, Naresuan University, Phitsanulok, Thailand","institution_ids":["https://openalex.org/I66200439"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5004911616"],"corresponding_institution_ids":["https://openalex.org/I66200439"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18816173,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":null,"first_page":"155696","last_page":"155717"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9440000057220459,"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/T10057","display_name":"Face and Expression Recognition","score":0.9440000057220459,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9180999994277954,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9136999845504761,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6069688200950623},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6056803464889526},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.294175386428833}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6069688200950623},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6056803464889526},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.294175386428833}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3485214","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3485214","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c407d5d7d201419eaf9d096d1dd76c7d","is_oa":true,"landing_page_url":"https://doaj.org/article/c407d5d7d201419eaf9d096d1dd76c7d","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":"IEEE Access, Vol 12, Pp 155696-155717 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3485214","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3485214","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1969118034","https://openalex.org/W1990494141","https://openalex.org/W2021974038","https://openalex.org/W2089394015","https://openalex.org/W2112504244","https://openalex.org/W2136627475","https://openalex.org/W2156909104","https://openalex.org/W2159549127","https://openalex.org/W2165466912","https://openalex.org/W2368520314","https://openalex.org/W2594577230","https://openalex.org/W2796982392","https://openalex.org/W2895197860","https://openalex.org/W3088162569","https://openalex.org/W4242839069","https://openalex.org/W4312621007","https://openalex.org/W4315798480","https://openalex.org/W4360995338","https://openalex.org/W4380742301","https://openalex.org/W4385809724","https://openalex.org/W4387063562","https://openalex.org/W4387398136","https://openalex.org/W4387526577","https://openalex.org/W4387740090","https://openalex.org/W4390870854","https://openalex.org/W4391315624","https://openalex.org/W4391756263","https://openalex.org/W4392939908","https://openalex.org/W6632481002","https://openalex.org/W6890077505","https://openalex.org/W6946075548"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2090763504"],"abstract_inverted_index":{"The":[0,38,181],"support":[1,78],"vector":[2,79],"machine":[3],"(SVM)":[4],"with":[5,25,116],"pinball":[6,28,100],"loss":[7,29,59,94,101],"(Pin-SVM)":[8],"can":[9,40,61],"handle":[10,41],"noise":[11],"sensitivity":[12],"and":[13,133,172],"instability":[14],"to":[15,68,130,158,198],"re-sampling":[16],"but":[17],"loses":[18],"sparsity.":[19],"To":[20],"solve":[21],"this":[22,71],"limitation,":[23],"SVM":[24,115],"a":[26,64,75,152],"generalized":[27,99],"that":[30],"incorporates":[31],"an":[32,83,96],"insensitive":[33,50],"zone":[34],"(GP-SVM)":[35],"was":[36],"proposed.":[37],"GP-SVM":[39],"sparsity":[42,134],"by":[43],"optimizing":[44],"the":[45,49,55,58,137,163,177,190],"asymmetric":[46,97],"spread":[47],"of":[48,57,66,114,139,168,192],"zone.":[51],"Despite":[52],"these":[53],"improvements,":[54],"unboundedness":[56],"functions":[60],"result":[62],"in":[63],"lack":[65],"robustness":[67],"outliers.":[69,140],"In":[70],"paper,":[72],"we":[73,161],"introduce":[74],"novel":[76],"robust":[77],"classification":[80,201],"based":[81],"on":[82],"<inline-formula":[84,103,117,142],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[85,104,118,143],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[86,105,119,144],"<tex-math":[87,106,120,145],"notation=\"LaTeX\">$(\\alpha":[88],"_{1},":[89,108,122,147],"\\alpha":[90,109,123,148],"_{2})$":[91],"</tex-math></inline-formula>-asymmetric":[92],"bounded":[93],"function,":[95,154],"truncated":[98],"(called":[102],"notation=\"LaTeX\">$L_{tgp}^{\\alpha":[107,121,146],"_{2}}$":[110,124,149],"</tex-math></inline-formula>).":[111],"A":[112],"characteristic":[113],"</tex-math></inline-formula>":[125,150],"(ATGP-SVM)":[126],"is":[127,151,156],"its":[128],"ability":[129],"balance":[131],"generalization":[132],"while":[135],"minimizing":[136],"impact":[138],"However,":[141],"non-convex":[153],"ATGP-SVM":[155,164],"difficult":[157],"solve.":[159],"Therefore,":[160],"formulated":[162],"utilizing":[165],"DC":[166,178],"(difference":[167],"convex":[169],"functions)":[170],"programming":[171],"subsequently":[173],"resolved":[174],"it":[175],"through":[176],"algorithm":[179],"(DCA).":[180],"experimental":[182],"results":[183],"obtained":[184],"from":[185],"diverse":[186],"benchmark":[187],"datasets":[188],"underscore":[189],"effectiveness":[191],"our":[193],"proposed":[194],"formulation":[195],"when":[196],"compared":[197],"other":[199],"state-of-the-art":[200],"models.":[202]},"counts_by_year":[],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}