Dr Hisham Abou-Grad

NameDr Hisham Abou-Grad
ORCIDhttps://orcid.org/0000-0003-0445-1928
Job titleSenior Lecturer
Email addressh.abougrad@uel.ac.uk
Research instituteArchitecture, Computing & Engineering

Research outputs

Financial Decision-Making AI-Framework to Predict Stock Price Using LSTM Algorithm and NLP-Driven Sentiment Analysis Model

AbouGrad, H., Qadoos, A. and Sankuru, L. 2025. Financial Decision-Making AI-Framework to Predict Stock Price Using LSTM Algorithm and NLP-Driven Sentiment Analysis Model.

Efficient Blind Equalizer Schemes Using Variable Tap-length Algorithm

Alsaid, S. and AbouGrad, H. 2025. Efficient Blind Equalizer Schemes Using Variable Tap-length Algorithm. AI and IoT for Next-Generation Smart Robotic Systems Innovations, Challenges, and Opportunities – AISRS Workshop, 3rd International Conference on Mechatronics and Smart Systems – CONF-MSS 2025. University of East London 09 - 09 Dec 2024 EWA Publishing.

Neural Networks Stock Market Price Forecasting Model: Integrating Economic Indicators and Investment Technical Analysis Toward Advanced Financial Analysis

AbouGrad, H., Sankuru, L. and Qadoos, A. 2025. Neural Networks Stock Market Price Forecasting Model: Integrating Economic Indicators and Investment Technical Analysis Toward Advanced Financial Analysis. AI and IoT for Next-Generation Smart Robotic Systems Innovations, Challenges, and Opportunities – AISRS Workshop, 3rd International Conference on Mechatronics and Smart Systems – CONF-MSS 2025. University of East London 09 - 09 Dec 2024 EWA Publishing.

AI-GeoInfo Crop Recommendation Framework Using Decision Tree Classifier and Flask-based GeoAPIs

AbouGrad, H. and Yegamati, M. 2025. AI-GeoInfo Crop Recommendation Framework Using Decision Tree Classifier and Flask-based GeoAPIs. AI and IoT for Next-Generation Smart Robotic Systems Innovations, Challenges, and Opportunities – AISRS Workshop, 3rd International Conference on Mechatronics and Smart Systems – CONF-MSS 2025. University of East London 09 - 09 Dec 2024 EWA Publishing.

AI-Framework to Detect eCommerce Fake Reviews: A Hybrid Neural Network Machine Learning Model

AbouGrad, H. and Shabarshov, A. 2024. AI-Framework to Detect eCommerce Fake Reviews: A Hybrid Neural Network Machine Learning Model. Artificial Intelligence and Computational Technologies: Innovations, Usage Cases, and Ethical Considerations. Near East University (NEU),Turkey 25 - 26 Nov 2024 Springer Nature.

AI Investment Advisory: Examining Robo-Advisor Adoption Using Financial Literacy and Investment Experience Variables

Qadoos, A., AbouGrad, H., Wall, J. and Sharif, S. 2025. AI Investment Advisory: Examining Robo-Advisor Adoption Using Financial Literacy and Investment Experience Variables. AI and IoT for Next-Generation Smart Robotic Systems Innovations, Challenges, and Opportunities – AISRS Workshop, 3rd International Conference on Mechatronics and Smart Systems – CONF-MSS 2025. University of East London 09 - 09 Dec 2024 EWA Publishing. https://doi.org/10.54254/2755-2721/2025.21287

Hybrid Deep Learning Healthcare AI Framework for Real-Time Human Pose Estimation and Remote Patient Monitoring to Support TKR Physiotherapy

AbouGrad, H., Yegamati, M. and Mather, M. 2025. Hybrid Deep Learning Healthcare AI Framework for Real-Time Human Pose Estimation and Remote Patient Monitoring to Support TKR Physiotherapy. 14th International Conference on Human Interaction & Emerging Technologies: Future Systems and Artificial Intelligence Applications. University of East London, London, United Kingdom 10 - 12 Jun 2025 AHFE Open Access.

Vehicle-camel collision avoidance system in Libyan desert roads using computer vision technique

Alsaid, S., AbouGrad, H., Abubahia, A. and Ali, N. 2024. Vehicle-camel collision avoidance system in Libyan desert roads using computer vision technique. Sebha University Conference Proceedings. 3 (2), pp. 554-558. https://doi.org/10.51984/sucp.v3i2.3416

Blockchain-based Decentralised Application (DApp) towards Achieving a Hunger-Free World

Auwal, B., Duta, L., Sharif, S., Abou-Grad, H. and Ali, A 2024. Blockchain-based Decentralised Application (DApp) towards Achieving a Hunger-Free World. ICSDI 2024: 2nd International Conference on Sustainability: Development and Innovation. Riyadh, KSA 18 - 22 Feb 2024 Springer. https://doi.org/10.1007/978-981-97-8345-8_54

Decision Making by Applying Machine Learning Techniques to Mitigate Spam SMS Attacks

Abou-Grad, H., Chakhar, S. and Abubahia, A. 2023. Decision Making by Applying Machine Learning Techniques to Mitigate Spam SMS Attacks. 4th International Conference on Deep Learning, Artificial Intelligence and Robotics, (ICDLAIR) 2022. Salerno, Italy 14 - 21 Dec 2022 Springer, Cham. https://doi.org/10.1007/978-3-031-30396-8_14

Applying the Delphi Method to Measure Enterprise Content Management Workflow System Performance

Abou-Grad, H. and Warwick, J. 2022. Applying the Delphi Method to Measure Enterprise Content Management Workflow System Performance. Science and Information Conferences: Computing Conference 2022. 14 - 15 Jul 2022 Springer, Cham. https://doi.org/10.1007/978-3-031-10464-0_27

Developing the Business Process Management Performance of an Information System Using the Delphi Study Technique

Abou-Grad, H., Warwick, J. and Desta, A. 2019. Developing the Business Process Management Performance of an Information System Using the Delphi Study Technique. EAI International Conference on Technology, Innovation, Entrepreneurship and Education (2017). Canterbury, UK 11 - 12 Sep 2017 Springer. https://doi.org/10.1007/978-3-030-02242-6_15
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