Mackey-Glass Time Series Prediction with Immune Plasma Programming

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@InProceedings{Furkan-Gul:2023:SIU,

• author = "Muhammed {Furkan Gul} and Sibel Arslan and Bilgisayar Muhendisligi and Yazilim Muhendisligi",
• booktitle = "2023 31st Signal Processing and Communications Applications Conference (SIU)",
• title = "Mackey-Glass Time Series Prediction with Immune Plasma Programming",
• year = "2023",
• abstract = "Automatic Programming (AP) is one of the subfields of artificial intelligence that enables efficient modelling of systems. Immune Plasma Programming (IPP), one of the newly proposed AP methods, is developed taking inspiration from plasma treatment. mathematical models using IPP for time series prediction are proposed. It is also compared with well-known 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.",
• keywords = "genetic algorithms, genetic programming, Plasmas, Time series analysis, Mathematical models, Automatic programming, Simulation, Signal processing algorithms, automatic programming, immune plasma programming, time series prediction",
• DOI = "doi:10.1109/SIU59756.2023.10223926",
• ISSN = "2165-0608",
• month = jul,
• notes = "Also known as \cite{10223926}",

}

Genetic Programming entries for Muhammed Furkan Gul Sibel Arslan Bilgisayar Muhendisligi Yazilim Muhendisligi

Citations