An Optimized Support Vector Machine (SVM) based on Particle Swarm Optimization (PSO) for cryptocurrency forecasting

• Main Authors: Hitam, Nor Azizah, Ismail, Amelia Ritahani, Saeed, Faisal
• Format: Conference or Workshop Item
• Language: English; English
• Published: Elsevier B.V. 2019
• Subjects: T Technology (General)
• Online Access: http://irep.iium.edu.my/82311/1/82311_An%20Optimized%20Support%20Vector%20Machine.pdf; http://irep.iium.edu.my/82311/2/82311_An%20Optimized%20Support%20Vector%20Machine_SCOPUS.pdf; http://irep.iium.edu.my/82311/; https://pdf.sciencedirectassets.com/280203/1-s2.0-S1877050919X00198/1-s2.0-S1877050919321647/main.pdf?X-Amz-Security-Token=IQoJb3JpZ2luX2VjEDwaCXVzLWVhc3QtMSJHMEUCIQDHFZCATHckZJuwzX8Ca7nB%2F18rIcE80SGryGhnau991gIgNVQf%2BVjRaTkl1MkGiPUQVdejqckS2S5Hms1epRLgEFIqtAMIJBADGgwwNTkwMDM1NDY4NjUiDEraxhRxVdkyrQfDrSqRAz4XPnabEfGLJEZ3SBMlKfN9jfdFevB2TtggXV2kxU3MlYh0lVr7VD0%2BeOyHR4GX3AexGpzGCaIKSeRQnDmX1GMaYBaPNL11RVwoFpXVuRxtuGTiQfrEREE3DEaFJCXyjsVvUj5mff%2FW7FWasl5p%2B%2FG6Fmw0w5FR7XiGnYUtdUwEhRW4NTGwhomshglHV%2FhdacpzasPyUuF50mwW9LedxuklVXFO2ph8hh5y291LWv50G88nEtMV4XvNLZhJYueNxVPRSJZFiVgSmSJQegswQK2Avz%2BjFTZ3am6dgTg4NkdonZ7kT1t5YQ7of5MrEedpbE2uKKpfaj3OPqMpg%2BROpSzY5dp5oBF%2Fnk%2BiBX45DhH%2F%2BNICgKaz9PVfgAzP8stALJbnoOBzVNYeqbSio5d1Ceu4TItqCjHzuPa%2FQ6RQwc6zokxw%2Fsul4%2FF4KApylAPy4CAvINPWdbU3HU3lS11F8caB6SKKmdCZxtRtx8LuUJ9al1vObQWrltu73VO4D7wtpxGDRdue%2BsQWU01clw3daBJqMKC18vkFOusBRYpq26TUEx04FoFUJQeGgNX4tyU50C3uQu4VqmKnQAcrEovIR0zT1SOX1tuBCvE6VJ7sqrR3ECsciBn8YFvV72MBWKGPtcdObZL89%2ByxR7P5s34jVPz85wUu23lqveoDCn4y2RBGvuLCMs%2Flx2TpKmtUKH4Gmv90oM5qBw6PlzXOIE8u0cZbN8Y%2FPMphbdbNysUPse%2FkA7JHyfruiSJX3Qnp9uqN4hBI7XUFXzhmGwvvcMfUSn3r3x%2Fy2bOCvWYwTfCxbSuFbTTSkV7H5GXHruvkEMlD%2BII1M%2FwiT26Rb%2FSCA9CpI8MWYkfXLQ%3D%3D&X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Date=20200819T034335Z&X-Amz-SignedHeaders=host&X-Amz-Expires=300&X-Amz-Credential=ASIAQ3PHCVTYTKKPECXM%2F20200819%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Signature=278ee66d6dc088ab5cc93d115ff70cead6359b9c12af1ca1ffff0a5dace8b53d&hash=379fb566ae828c03e9063362a1af4c6d916587f71d52c5b31033fdfe61350041&host=68042c943591013ac2b2430a89b270f6af2c76d8dfd086a07176afe7c76c2c61&pii=S1877050919321647&tid=spdf-5492d721-e6c4-489e-9b6a-ef19715c6fd1&sid=31b360506464e244e74bc9e3fcc740864c2fgxrqa&type=client

Forecasting accurate future price is very important in financial sector. An optimized Support Vector Machine (SVM) based on Particle Swarm Optimization (PSO) is introduced in forecasting the cryptocurrency future price. It is part of Artificial Intelligence (AI) that uses previous experience to fore...