Accurate and compact stochastic computations by exploiting correlation

by Abdellatef, Hamdan, Hani, Mohamed Khalil, Husin, Nasir Shaikh
Published 2019

Stochastic computing correlation utilization in convolutional neural network basic functions

by Abdellatef, Hamdan, Hani, Mohamed Khalil, Husin, Nasir Shaikh, Ayat, Sayed Omid
Published 2018

Characterization of correlation in stochastic computing functions

by Abdellatef, Hamdan, Mohamed, Khalil Hani, Nasir, Shaikh Husin, Ayat, Sayed Omid
Published 2020

Low-area and accurate inner product and digital filters based on stochastic computing

by Abdellatef, Hamdan, Khalil-Hani, Mohamed, Shaikh-Husin, Nasir, Omid Ayat, Sayed
Published 2021

Spectral-based convolutional neural network without multiple spatial-frequency domain switchings

by Ayat, Sayed Omid, Hani, Mohamed Khalil, Ab. Rahman, Ab. Al-Hadi, Abdellatef, Hamdan
Published 2019

Accurate and compact convolutional neural network based on stochastic computing

by Abdellatef, Hamdan, Mohamed Khalil Hani, Mohamed Khalil Hani, Shaikh Husin, Nasir, Ayat, Sayed Omid
Published 2022

Improving the heart disease detection and patients' survival using supervised infinite feature selection and improved weighted random forest

by Abdellatif, Abdallah, Abdellatef, Hamdan, Kanesan, Jeevan, Chow, Chee-Onn, Chuah, Joon Huang, Gheni, Hassan Muwafaq
Published 2022

An effective heart disease detection and severity level classification model using machine learning and hyperparameter optimization methods

by Abdellatif, Abdallah, Abdellatef, Hamdan, Kanesan, Jeevan, Chow, Chee-Onn, Chuah, Joon Huang, Gheni, Hassan Muwafaq
Published 2022

Bearing fault diagnosis using lightweight and robust one-dimensional convolution neural network in the frequency domain

by Hakim, Mohammed, Omran, Abdoulhadi A. Borhana, Inayat-Hussain, Jawaid I., Ahmed, Ali Najah, Abdellatef, Hamdan, Abdellatif, Abdallah, Gheni, Hassan Muwafaq
Published 2022

Forecasting photovoltaic power generation with a stacking ensemble model

by Abdellatif, Abdallah, Mubarak, Hamza, Ahmad, Shameem, Ahmed, Tofael, Shafiullah, G. M., Hammoudeh, Ahmad, Abdellatef, Hamdan, Rahman, M. M., Gheni, Hassan Muwafaq
Published 2022

Computational detection and interpretation of heart disease based on conditional variational auto-encoder and stacked ensemble-learning framework

by Abdellatif, Abdallah, Mubarak, Hamza, Abdellatef, Hamdan, Kanesan, Jeevan, Abdelltif, Yahya, Chow, Chee-Onn, Chuah, Joon Huang, Gheni, Hassan Muwafaq, Kendall, Graham
Published 2024