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ORCIDHamdan Abdellatef
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2020 – today
- 2024
[j9]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): 105644 (2024)- [j8]Hamdan Abdellatef, Lina J. Karam:
Reduced-complexity Convolutional Neural Network in the compressed domain. Neural Networks 169: 555-571 (2024) - 2023
- [i2]Michael Bidollahkhani, Ferhat Atasoy, Hamdan Abdellatef:
LTC-SE: Expanding the Potential of Liquid Time-Constant Neural Networks for Scalable AI and Embedded Systems. CoRR abs/2304.08691 (2023) - [i1]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 abs/2304.13429 (2023) - 2022
- [j7]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: 67363-67372 (2022) - [j6]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: 79974-79985 (2022) - [j5]Hamdan Abdellatef, Mohamed Khalil Hani, Nasir Shaikh-Husin, Sayed Omid Ayat:
Accurate and compact convolutional neural network based on stochastic computing. Neurocomputing 471: 31-47 (2022) - [j4]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): 5793 (2022) - [c1]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: 100-120 - 2021
- [j3]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: 108040 (2021)
2010 – 2019
- 2019
- [j2]Hamdan Abdellatef, Mohamed Khalil Hani, Nasir Shaikh-Husin:
Accurate and compact stochastic computations by exploiting correlation. Turkish J. Electr. Eng. Comput. Sci. 27(1): 547-564 (2019) - [j1]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: 152-167 (2019)
Coauthor Index
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