Hamdan Abdellatef

According to our database, Hamdan Abdellatef authored at least 12 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

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

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

Biomed. Signal Process. Control., February, 2024

Reduced-complexity Convolutional Neural Network in the compressed domain.

Hamdan Abdellatef, Lina J. Karam

Neural Networks, January, 2024

2023

GENIE-NF-AI: Identifying Neurofibromatosis Tumors using Liquid Neural Network (LTC) trained on AACR GENIE Datasets.

Michael Bidollahkhani, Ferhat Atasoy, Elnaz Abedini, Ali Davar, Omid Hamza, Firat Sefaoglu, Amin Jafari, Muhammed Nadir Yalçin, Hamdan Abdellatef

CoRR, 2023

LTC-SE: Expanding the Potential of Liquid Time-Constant Neural Networks for Scalable AI and Embedded Systems.

Michael Bidollahkhani, Ferhat Atasoy, Hamdan Abdellatef

CoRR, 2023

2022

Bearing Fault Diagnosis Using Lightweight and Robust One-Dimensional Convolution Neural Network in the Frequency Domain.

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

Sensors, 2022

Accurate and compact convolutional neural network based on stochastic computing.

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

Neurocomputing, 2022

An Effective Heart Disease Detection and Severity Level Classification Model Using Machine Learning and Hyperparameter Optimization Methods.

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

IEEE Access, 2022

Improving the Heart Disease Detection and Patients' Survival Using Supervised Infinite Feature Selection and Improved Weighted Random Forest.

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

IEEE Access, 2022

A Compact Spectral Model for Convolutional Neural Network.

Sayed Omid Ayat, Shahriyar Masud Rizvi, Hamdan Abdellatef, Ab Al-Hadi Ab Rahman, Shahidatul Sadiah Abdul Manan

Proceedings of the Future Technologies Conference, 2022

2021

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

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

Signal Process., 2021

2019

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

Sayed Omid Ayat, Mohamed Khalil Hani, Ab Al-Hadi Ab Rahman, Hamdan Abdellatef

Neurocomputing, 2019

Accurate and compact stochastic computations by exploiting correlation.

Hamdan Abdellatef, Mohamed Khalil Hani, Nasir Shaikh-Husin

Turkish J. Electr. Eng. Comput. Sci., 2019