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Profile
College / Department
Teaching areas
COE221 – Digital Systems COE251 – Introduction to Computer Systems COE341 – Computer Architecture and Organization
Research areas
Machine learning, image and signal analyses, distributed and parallel computing
Education
PhD, Electrical And Computer Engineering, University of Western Ontario, Canada, 2009
Contact
Professor Mohammad Daoud
Visiting Professor
PhD, University of Western Ontario, Canada
Mohammad I. Daoud received his Ph.D. in Electrical and Computer Engineering from the University of Western Ontario, Canada, in 2009. He was awarded an NSERC PGS-D scholarship and was a Scholar of the Canadian Institutes of Health Research/University of Western Ontario Strategic Training Initiative in Cancer Research. He worked as a Postdoctoral Research Fellow and Lecturer at the University of British Columbia. From 2011 to 2023, Dr. Daoud was at the German Jordanian University, where he became a full professor in 2020 and served as Director of the Center for E-Learning. In 2023, he joined the CSE department at AUS as a Visiting Professor. He has published over 90 papers in machine learning, medical image analysis, and parallel computing.
Publications
Ismail Hababeh, Lina Hammad, Mohammad Daoud And Mahasen Al-najar. Empowering ultrasound image filtering precision by reducing speckles and preserving edge cues, International Journal Of Imaging Systems And Technology, 1 January (1st Quarter/Winter) 2024
Heba Abdel-nabi, Mostafa Ali, Arafat Awajan, Mohammad Daoud, Rami Alazrai, Ponnuthurai Suganthan And Talal Ali. A comprehensive review of the deep learning-based tumor analysis approaches in histopathological images: segmentation, classification and multi-learning tasks, Cluster Computing, 1 October (4th Quarter/Autumn) 2023
Mostafa Ali, Heba Abdel-nabi, Rami Alazrai, Bushra Alhijawi, Mazen Alwadi, Amer Al-badarneh, Ponnuthurai Suganthan, Mohammad Daoud And Robert Reynolds. A cultural evolution with a modified selection function and adaptive α-cognition procedure for numerical optimization, Applied Soft Computing, 1 September 2023
Heba Abdel-nabi, Mostafa Ali, Arafat Awajan, Rami Alazrai, Mohammad Daoud And Ponnuthurai Suganthan. An iterative cyclic tri-strategy hybrid stochastic fractal with adaptive differential algorithm for global numerical optimization, Information Sciences, 1 May 2023
Heba Abdel-nabi, Mostafa Ali, Arafat Awajan, Rami Alazrai, Mohammad Daoud, Ponnuthurai Suganthan And Robert Reynolds. 3-sCHSL: Three-Stage Cyclic Hybrid SFS and L-SHADE Algorithm for Single Objective Optimization, 1 January (1st Quarter/Winter) 2023
Mohammad Daoud, Aamer Al-ali, Mostafa Ali, Ismail Hababeh And Rami Alazrai. Detecting the Regions-of-Interest that Enclose the Tumors in Breast Ultrasound Images Using the RetinaNet Model, 1 January (1st Quarter/Winter) 2023
Mohammad Daoud, Ahmad Shtaiyat, Hadeel Younes, Mahasen Al-najar And Rami Alazrai. Improved Kidney Outlining in Ultrasound Images by Combining Deep Learning Semantic Segmentation with Conventional Active Contour, 1 January (1st Quarter/Winter) 2023
Rami Alazrai, Motaz Abuhijleh, Mostafa Ali And Mohammad Daoud. A deep learning approach for decoding visually imagined digits and letters using time–frequency–spatial representation of EEG signals, Expert Systems With Applications, 1 October (4th Quarter/Autumn) 2022
Mohammad Daoud, Aamer Al-ali, Rami Alazrai, Mahasen Al-najar, Baha Alsaify, Mostafa Ali And Sahel Alouneh. An Edge-Based Selection Method for Improving Regions-of-Interest Localizations Obtained Using Multiple Deep Learning Object-Detection Models in Breast Ultrasound Images, Sensors, 1 September 2022
Mohammad Daoud, Ayah Abu-hani, Ahmad Shtaiyat, Mostafa Ali And Rami Alazrai. Needle detection using ultrasound B-mode and power Doppler analyses, Medical Physics, 1 August 2022
Rami Alazrai, Ali Awad, Mostafa Ali And Mohammad Daoud. An Approach for Recognizing Two-Human Interactions Using Channel State Information, 1 January (1st Quarter/Winter) 2022
Heba Abdel-nabi, Mostafa Ali, Mohammad Daoud, Rami Alazrai, Arafat Awajan, Robert Reynolds And Ponnuthurai Suganthan. An Enhanced Multi-Phase Stochastic Differential Evolution Framework for Numerical Optimization, 1 January (1st Quarter/Winter) 2022
Mohammad Daoud, Wajdi Elmuhtadi, Mohammad Faidi, Yara Alrahahleh, Samir Abdel-rahman, Aamer Al-ali, Baha Alsaify And Rami Alazrai. Diagnosing COVID-19 in Chest X-ray Images based on Deep Learning: Transfer Learning versus Deep Features Extraction, 1 January (1st Quarter/Winter) 2022
Baha Alsaify, Hadeel Abu Arja, Baskal Maayah, Masa Al-taweel, Rami Alazrai And Mohammad Daoud. Voice-Based Human Identification using Machine Learning, 1 January (1st Quarter/Winter) 2022
Baha Alsaify, Mahmmoud Almazari, Rami Alazrai, Sahel Alouneh And Mohammad Daoud. A CSI-Based Multi-Environment Human Activity Recognition Framework, Applied Sciences (switzerland), 1 January (1st Quarter/Winter) 2022
Rami Al-gharaibeh, Mostafa Ali, Mohammad Daoud, Rami Alazrai, Heba Abdel-nabi, Safaa Hriez And Ponnuthurai Suganthan. Real-parameter constrained optimization using enhanced quality-based cultural algorithm with novel influence and selection schemes, Information Sciences, 1 October (4th Quarter/Autumn) 2021
Rami Alazrai, Ali Awad, Baha Alsaify And Mohammad Daoud. A Wi-Fi-based Approach for Recognizing Human-Human Interactions, 24 May 2021
Mohammad Daoud, Yara Alrahahleh, Samir Abdel-rahman, Baha Alsaify And Rami Alazrai. COVID-19 Diagnosis in Chest X-ray Images by Combining Pre-trained CNN Models with Flat and Hierarchical Classification Approaches, 24 May 2021
Baha'a Alsaify, Mahmoud Almazari, Rami Alazrai And Mohammad Daoud. Exploiting Wi-Fi Signals for Human Activity Recognition, 24 May 2021
Rami Alazrai, Mohammad Hababeh, Baha'a Alsaify And Mohammad Daoud. Anatomical Planes-Based Representation for Recognizing Two-Person Interactions from Partially Observed Video Sequences: A Feasibility Study, 9 April (2nd Quarter/Spring) 2021
Mohammad Daoud, Ayah Abuhani, Adnan Zayadeen And Rami Alazrai. Needle Detection in Ultrasound Images using Ultrasound Beamformed RF Signals, 9 April (2nd Quarter/Spring) 2021
Feras Al-hawari, Hala Barham, Omar Al-sawaeer, Mai Alshawabkeh, Sahel Alouneh, Mohammad Daoud And Rami Alazrai. Methods to achieve effective web-based learning management modules: MyGJU versus Moodle, Peerj Computer Science, 1 April (2nd Quarter/Spring) 2021
Baha’ Alsaify, Mahmoud Almazari, Rami Alazrai And Mohammad Daoud. A dataset for Wi-Fi-based human activity recognition in line-of-sight and non-line-of-sight indoor environments, 1 December 2020
Mohammad Daoud, Samir Abdel-rahman, Tariq Bdair, Mahasen Al-najar, Feras Al-hawari And Rami Alazrai. Breast tumor classification in ultrasound images using combined deep and handcrafted features, Sensors (switzerland), 1 December 2020
Dima Alsbeih, Mohammad Daoud, Abdel Al-tamimi And Mohammad Al-jarrah. A Dynamic System for Tracking Biopsy Needle in Two Dimensional Ultrasound Images, 27 October (4th Quarter/Autumn) 2020
Rami Alazrai, Ali Awad, Baha'a Alsaify, Mohammad Hababeh And Mohammad Daoud. A dataset for Wi-Fi-based human-to-human interaction recognition, 1 August 2020
Mohammad Daoud, Ayah Abu-hani And Rami Alazrai. Reliable and accurate needle localization in curvilinear ultrasound images using signature-based analysis of ultrasound beamformed radio frequency signals, Medical Physics, 1 June 2020
Mohammad Daoud, Abdullah Alhusseini, Mostafa Ali And Rami Alazrai. A game-based rehabilitation system for upper-limb cerebral palsy: A feasibility study, Sensors (switzerland), 2 April (2nd Quarter/Spring) 2020
Rami Alazrai, Amal Al-saqqaf, Feras Al-hawari, Hisham Alwanni And Mohammad Daoud. A Time-Frequency Distribution-Based Approach for Decoding Visually Imagined Objects Using EEG Signals, Ieee Access, 1 January (1st Quarter/Winter) 2020
Rami Alazrai, Mohammad Hababeh, Baha'a Alsaify, Mostafa Ali And Mohammad Daoud. An End-to-End Deep Learning Framework for Recognizing Human-to-Human Interactions Using Wi-Fi Signals, Ieee Access, 1 January (1st Quarter/Winter) 2020
Romina Cachia, Mohammad Daoud, Ayman Eldeib, Omar Hiari, Adiy Tweissi, Daniel Villar-onrubia, Katherine Wimpenny And Isidro Jariego. Cultural diversity in the adoption of open education in the mediterranean Basin: Collectivist values and power distance in the universities of the middle east, Anuario Colombiano De Historia Social Y De La Cultura, 1 January (1st Quarter/Winter) 2020
