Browsing by Author "Han, Huimin"
Now showing items 1-4 of 4
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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 ... -
Hybrid Climate Forecasting: Variational Mode Decomposition and Convolutional Neural Network with Long-Term Short Memory
Han, Huimin; Bazai, Sibghat Ullah; Bhatti, Mughair Aslam; Basit, Abdul; Wahid, Abdul; Bhatti, Uzair Aslam; Ghadi, Yazeed Yasin; Algarni, Abdulmohsen (HARD Publishing Company, 2024)Ozone (O3) pollution has surfaced as a significant threat to urban air quality in contemporary years. The precise and efficient forecast of ozone levels is fundamental in the mitigation and management of ozone pollution. ... -
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 ...