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Enhancing Wind Speed and Wind Power Forecasting Using Shape-Wise Feature Engineering: A Novel Approach for Improved Accuracy and Robustness
Mulomba Mukendi Christian, Yun Seon Kim, Hyebong Choi +2
Accurate prediction of wind speed and power is vital for enhancing the efficiency of wind energy systems. Numerous solutions have been implemented to date, demonstrating their pote…
Temporal Analysis of World Disaster Risk:A Machine Learning Approach to Cluster Dynamics
Christian Mulomba Mukendi, Hyebong Choi
he evaluation of the impact of actions undertaken is essential in management. This paper assesses the impact of efforts considered to mitigate risk and create safe environments on…
Air Quality Forecasting Using Machine Learning: A Global perspective with Relevance to Low-Resource Settings
Mulomba Mukendi Christian, Hyebong Choi
Air pollution stands as the fourth leading cause of death globally. While extensive research has been conducted in this domain, most approaches rely on large datasets when it comes…
Enhancing Acute Kidney Injury Prediction through Integration of Drug Features in Intensive Care Units
Gabriel D. M. Manalu, Mulomba Mukendi Christian, Songhee You +1
The relationship between acute kidney injury (AKI) prediction and nephrotoxic drugs, or drugs that adversely affect kidney function, is one that has yet to be explored in the criti…