Umi Kalsom Yusof

Optimizing the Hyperparameter Tuning of YOLOv5 for Underwater Detection

Iza Sazanita Isa, Mohamed Syazwan Asyraf Bin Rosli, Umi Kalsom Yusof et al. · IEEE Access · 2022 · 74 citations · Full text

Combining oversampling and undersampling techniques for imbalanced classification: A comparative study using credit card fraudulent transaction dataset

Haziqah Shamsudin, Umi Kalsom Yusof, Andal Jayalakshmi et al. · 2020 · 70 citations

Fraud Detection, Engineering, Credit Card Fraud +16

Dynamic crowd evacuation approach for the emergency route planning problem: Application to case studies

Mohd Nor Akmal Khalid, Umi Kalsom Yusof · Safety Science · 2017 · 39 citations

Evacuation Planning, Crowd Simulation, Case Studies +9

Cuckoo inspired algorithms for feature selection in heart disease prediction

Ali Muhammad Usman, Umi Kalsom Yusof, Syibrah Naim · International Journal of Advances in Intelligent Informatics · 2018 · 31 citations · Full text

Search Optimization, Evolutionary Data Mining, Engineering +14

Filter-Based Multi-Objective Feature Selection Using NSGA III and Cuckoo Optimization Algorithm

Ali Muhammad Usman, Umi Kalsom Yusof, Syibrah Naim · IEEE Access · 2020 · 30 citations · Full text

Engineering, Cuckoo Optimisation Algorithm, Pattern Recognition +8