Hamdan Abdellatef

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Optimization Methods

Top Venues

Biomed. Signal Process. Control.

Publications

Abdallah Abdellatif, Hamza Mubarak, Hamdan Abdellatef, Jeevan Kanesan, Yahya Abdelltif, Chee-Onn Chow, Joon Huang Chuah, Hassan Muwafaq Gheni, Graham Kendall
Computational detection and interpretation of heart disease based on conditional variational auto-encoder and stacked ensemble-learning framework. Biomed. Signal Process. Control. 88 (Part A) (2024)
Hamdan Abdellatef, Lina J. Karam
Reduced-complexity Convolutional Neural Network in the compressed domain. Neural Networks 169 (2024)
Michael Bidollahkhani, Ferhat Atasoy, Hamdan Abdellatef
LTC-SE: Expanding the Potential of Liquid Time-Constant Neural Networks for Scalable AI and Embedded Systems. CoRR (2023)
Michael Bidollahkhani, Ferhat Atasoy, Elnaz Abedini, Ali Davar, Omid Hamza, Firat Sefaoglu, Amin Jafari, Muhammed Nadir Yalçin, Hamdan Abdellatef
GENIE-NF-AI: Identifying Neurofibromatosis Tumors using Liquid Neural Network (LTC) trained on AACR GENIE Datasets. CoRR (2023)
Abdallah Abdellatif, Hamdan Abdellatef, Jeevan Kanesan, Chee-Onn Chow, Joon Huang Chuah, Hassan Muwafaq Gheni
An Effective Heart Disease Detection and Severity Level Classification Model Using Machine Learning and Hyperparameter Optimization Methods. IEEE Access 10 (2022)
Mohammed Hakim, Abdoulhadi A. Borhana Omran, Jawaid I. Inayat-Hussain, Ali Najah Ahmed, Hamdan Abdellatef, Abdallah Abdellatif, Hassan Muwafaq Gheni
Bearing Fault Diagnosis Using Lightweight and Robust One-Dimensional Convolution Neural Network in the Frequency Domain. Sensors 22 (15) (2022)
Sayed Omid Ayat, Shahriyar Masud Rizvi, Hamdan Abdellatef, Ab Al-Hadi Ab Rahman, Shahidatul Sadiah Abdul Manan
A Compact Spectral Model for Convolutional Neural Network. FTC (1) (2022)
Abdallah Abdellatif, Hamdan Abdellatef, Jeevan Kanesan, Chee-Onn Chow, Joon Huang Chuah, Hassan Muwafaq Gheni
Improving the Heart Disease Detection and Patients' Survival Using Supervised Infinite Feature Selection and Improved Weighted Random Forest. IEEE Access 10 (2022)
Hamdan Abdellatef, Mohamed Khalil Hani, Nasir Shaikh-Husin, Sayed Omid Ayat
Accurate and compact convolutional neural network based on stochastic computing. Neurocomputing 471 (2022)
Hamdan Abdellatef, Mohamed Khalil Hani, Nasir Shaikh-Husin, Sayed Omid Ayat
Low-area and accurate inner product and digital filters based on stochastic computing. Signal Process. 183 (2021)
Sayed Omid Ayat, Mohamed Khalil Hani, Ab Al-Hadi Ab Rahman, Hamdan Abdellatef
Spectral-based convolutional neural network without multiple spatial-frequency domain switchings. Neurocomputing 364 (2019)
Hamdan Abdellatef, Mohamed Khalil Hani, Nasir Shaikh-Husin
Accurate and compact stochastic computations by exploiting correlation. Turkish J. Electr. Eng. Comput. Sci. 27 (1) (2019)