Dimension Reduction of Machine Learning-Based Forecasting Models Employing Principal Component Analysis

by Yinghui Meng, Sultan Noman Qasem, Manouchehr Shokri, Shahab S
Published 2020-07-01

Optimizing ANFIS for sediment transport in open channels using different evolutionary algorithms

by Sultan Noman Qasem, Isa Ebtehaj, Hossien Riahi Madavar
Published 2017-06-01

Fractional-Order Fuzzy Control Approach for Photovoltaic/Battery Systems under Unknown Dynamics, Variable Irradiation and Temperature

by Amirhosein Mosavi, Sultan Noman Qasem, Manouchehr Shokri, Shahab S, Ardashir Mohammadzadeh
Published 2020-09-01

Potential of kernel and tree-based machine-learning models for estimating missing data of rainfall

by Mohammad Taghi Sattari, Kambiz Falsafian, Ahmet Irvem, Shahab S, Sultan Noman Qasem
Published 2020-01-01

Testing the equality of the spectral densities of several uncorrelated almost cyclostationary processes

by Rui Zhou, Mohammad Reza Mahmoudi, Sultan Noman Qasem Mohammed, Kim-Hung Pho
Published 2020-10-01

Fuzzy clustering to classify several time series models with fractional Brownian motion errors

by Mohammad Reza Mahmoudi, Dumitru Baleanu, Sultan Noman Qasem, Amirhosein Mosavi, Shahab S. Band
Published 2021-02-01

Testing the equality of several independent stationary and non-stationary time series models with fractional Brownian motion errors

by Mohammad Reza Mahmoudi, Dumitru Baleanu, Sultan Noman Qasem, Amirhosein Mosavi, Shahab S. Band
Published 2021-02-01

Machine Learning for Modeling the Singular Multi-Pantograph Equations

by Amirhosein Mosavi, Manouchehr Shokri, Zulkefli Mansor, Sultan Noman Qasem, Shahab S. Band, Ardashir Mohammadzadeh
Published 2020-09-01

Principal component analysis to study the relations between the spread rates of COVID-19 in high risks countries

by Mohammad Reza Mahmoudi, Mohammad Hossein Heydari, Sultan Noman Qasem, Amirhosein Mosavi, Shahab S. Band
Published 2021-02-01

Daily global solar radiation modeling using data-driven techniques and empirical equations in a semi-arid climate

by Saeed Samadianfard, Abolfazl Majnooni-Heris, Sultan Noman Qasem, Ozgur Kisi, Shahaboddin Shamshirband, Kwok-wing Chau
Published 2019-01-01

Estimating Daily Dew Point Temperature Using Machine Learning Algorithms

by Sultan Noman Qasem, Saeed Samadianfard, Hamed Sadri Nahand, Amir Mosavi, Shahaboddin Shamshirband, Kwok-wing Chau
Published 2019-03-01

Modeling monthly pan evaporation using wavelet support vector regression and wavelet artificial neural networks in arid and humid climates

by Sultan Noman Qasem, Saeed Samadianfard, Salar Kheshtgar, Salar Jarhan, Ozgur Kisi, Shahaboddin Shamshirband, Kwok-Wing Chau
Published 2019-01-01