Mackey-Glass Time Series Prediction with Immune Plasma Programming

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dc.authoridARSLAN, SIBEL/0000-0003-3626-553X
dc.authoridGul, Muhammed Furkan/0009-0007-0486-0525
dc.contributor.authorGul, Muhammed Furkan
dc.contributor.authorArslan, Sibel
dc.date.accessioned2024-10-26T17:59:54Z
dc.date.available2024-10-26T17:59:54Z
dc.date.issued2023
dc.departmentSivas Cumhuriyet Üniversitesi
dc.description31st IEEE Conference on Signal Processing and Communications Applications (SIU) -- JUL 05-08, 2023 -- Istanbul Tech Univ, Ayazaga Campus, Istanbul, TURKEY
dc.description.abstractAutomatic Programming (AP) is one of the subfields of artificial intelligence that enables efficient modeling of systems. Immune Plasma Programming (IPP), one of the newly proposed AP methods, is developed taking inspiration from plasma treatment. In this study, mathematical models using IPP for time series prediction are proposed. It is also compared with wellknown AP methods such as Genetic Programming and Artificial Bee Colony Programming. According to the simulation results, IPP has proven that it can be applied to real-world problems by showing superior performance on various performance criteria compared to other methods.
dc.description.sponsorshipIEEE,TUBITAK BILGEM,Turkcell
dc.identifier.doi10.1109/SIU59756.2023.10223926
dc.identifier.isbn979-8-3503-4355-7
dc.identifier.issn2165-0608
dc.identifier.scopus2-s2.0-85173524321
dc.identifier.scopusqualityN/A
dc.identifier.urihttps://doi.org/10.1109/SIU59756.2023.10223926
dc.identifier.urihttps://hdl.handle.net/20.500.12418/27410
dc.identifier.wosWOS:001062571000156
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isotr
dc.publisherIEEE
dc.relation.ispartof2023 31st Signal Processing and Communications Applications Conference, Siu
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectautomatic programming
dc.subjectimmune plasma programming
dc.subjecttime series prediction
dc.titleMackey-Glass Time Series Prediction with Immune Plasma Programming
dc.typeConference Object

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