Browsing by Author "Awwad, Emad Mahrous"
Now showing items 1-6 of 6
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Advanced series decomposition with a gated recurrent unit and graph convolutional neural network for non-stationary data patterns
Han, Huimin; Neira-Molin, Harold; Khan, Asad; Fang, Meie; Mahmoud, Haitham A.; Awwad, Emad Mahrous; Ahmed, Bilal; Ghadi, Yazeed Yasin (Springer Science and Business Media Deutschland GmbH, 2024-12)In this study, we present the EEG-GCN, a novel hybrid model for the prediction of time series data, adept at addressing the inherent challenges posed by the data's complex, non-linear, and periodic nature, as well as the ... -
Enhancing lung cancer diagnosis with data fusion and mobile edge computing using DenseNet and CNN
Zhang, Chengping; Aamir, Muhammad; Guan, Yurong; Al-Razgan, Muna; Awwad, Emad Mahrous; Ullah, Rizwan; Bhatti, Uzair Aslam; Ghadi, Yazeed Yasin (Springer Science and Business Media Deutschland GmbH, 2024-12)The recent advancements in automated lung cancer diagnosis through the application of Convolutional Neural Networks (CNN) on Computed Tomography (CT) scans have marked a significant leap in medical imaging and diagnostics. ... -
Global warming’s grip on agriculture: Strategies for sustainable production amidst climate change using regression based prediction
Zhang, Chengping; Lyu, Chengzhi; Hao, Tang; Liu, Jinru; Sarhan, Nadia; Awwad, Emad Mahrous; Ghadi, Yazeed Yasin (Pensoft Publishers, 2024)The intersection of climate change and food production is emerging as a critical area of research, focusing on both the potential benefits and the significant challenges posed by changing climate conditions. Elevated levels ... -
Innovative deep learning techniques for monitoring aggressive behavior in social media posts
Han, Huimin; Asif, Muhammad; Awwad, Emad Mahrous; Sarhan, Nadia; Ghadi, Yazeed Yasid; Xu, Bo (Springer Science and Business Media Deutschland GmbH, 2024-12)The study aims to evaluate and compare the performance of various machine learning (ML) classifiers in the context of detecting cyber-trolling behaviors. With the rising prevalence of online harassment, developing effective ... -
Studying long term relationship between carbon Emissions, Soil, and climate Change: Insights from a global Earth modeling Framework
Han, Huimin; Zeeshan, Zeeshan; Talpur, Bandeh Ali; Sadiq, Touseef; Bhatti, Uzair Aslam; Awwad, Emad Mahrous; Al-Razgan, Muna; Ghadi, Yazeed Yasid (Elsevier B.V., 2024-06)The persistent increase in greenhouse gas (GHG) emissions, notably carbon dioxide (CO2), methane (CH4), and nitrous oxide (N2O), since the mid-20th century has been a key driver of significant climate alterations. This ... -
Towards explainability for AI-based edge wireless signal automatic modulation classification
Xu, Bo; Bhatti, Uzair Aslam; Tang, Hao; Yan, Jialin; Wu, Shulei; Sarhan, Nadia; Awwad, Emad Mahrous; M. S, Syam; Ghadi, Yazeed Yasin (Springer Science and Business Media Deutschland GmbH, 2024-12)With the development of artificial intelligence technology and edge computing technology, deep learning-based automatic modulation classification (AI-based AMC) deployed at edge devices using centralised or distributed ...