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

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...

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Bibliographic Details
Main Authors: Hitam, Nor Azizah, Ismail, Amelia Ritahani, Saeed, Faisal
Format: Conference or Workshop Item
Language:English
English
Published: Elsevier B.V. 2019
Subjects:
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
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Internet

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