Constraint-Based Genetic Algorithms for Machine Requirement of Semiconductor Assembly Industry: A Proposed Framework. - Umi Kalsom Yusof; Safaai Deris (Asia International Conference on Modelling and Simulation, 2009)

VisEL: Visualisation of Expertise Level in a Special Interest Group Knowledge Portal. - Wan Muhammad Zulhafizsyam Wan Ahmad; Shahida Sulaiman; Umi Kalsom Yusof (IVIC, 2009)

Mass Spectrometry Analysis via Metaheuristic Optimization Algorithms. - Syarifah Adilah Mohamed Yusoff; Ibrahim Venkat; Rosni Abdullah; Umi Kalsom Yusof (BIC-TA, 2011)

Machine Loading Optimization in Flexible Manufacturing System Using a Hybrid of Bio-inspired and Musical-Composition Approach. - Umi Kalsom Yusof; Rahmat Budiarto; Ibrahim Venkat; Safaai Deris (BIC-TA, 2011)

Solving flexible manufacturing system distributed scheduling problem subject to maintenance using harmony search algorithm. - Mohd Nor Akmal Khalid; Umi Kalsom Yusof; Maziani Sabudin (DMO, 2012)

Bio-Inspired Metaheuristic Optimization Algorithms for Biomarker Identification in Mass Spectrometry Analysis. - Syarifah Adilah Mohamed Yusoff; Ibrahim Venkat; Umi Kalsom Yusof; Rosni Abdullah (Int. J. Nat. Comput. Res., 2012)

An artificial immune system algorithm for optimizing the distributed production scheduling in the semiconductor assembly industry. - Nur Ifwah Mohd Anuar; Umi Kalsom Yusof; Mohd Nor Akmal Khalid (ISDA, 2013)

Identifying Critical Positions Based on Conspiracy Numbers. - Mohd Nor Akmal Khalid; E. Mei Ang; Umi Kalsom Yusof; Hiroyuki Iida; Taichi Ishitobi (ICAART (Revised Selected Papers), 2015)

An Artificial Immune Approach for Optimizing Crowd Emergency Evacuation Route Planning Problem. - Mohd Nor Akmal Khalid; Umi Kalsom Yusof (ICAART (2), 2015)

Critical Position Identification in Games and Its Application to Speculative Play. - Mohd Nor Akmal Khalid; Umi Kalsom Yusof; Hiroyuki Iida; Taichi Ishitobi (ICAART (2), 2015)

Single Conspiracy Number Analysis in Checkers. - Sarot Busala; Zhang Song; Hiroyuki Iida; Mohd Nor Akmal Khalid; Umi Kalsom Yusof (ICAART (2), 2019)

Manufacturing Lead Time Classification Using Support Vector Machine. - Zhong Heng Lim; Umi Kalsom Yusof; Haziqah Shamsudin (IVIC, 2019)

An Artificial Immune System Approach for Solving Type-E Assembly Line Balancing Problem with Problem-Specific Information. - Mohd Nor Akmal Khalid; Umi Kalsom Yusof; Hiroyuki Iida (ICCA, 2020)

Combining oversampling and undersampling techniques for imbalanced classification: A comparative study using credit card fraudulent transaction dataset. - Haziqah Shamsudin; Umi Kalsom Yusof; Andal Jayalakshmi; Mohd Nor Akmal Khalid (ICCA, 2020)

Open Data in Prediction Using Machine Learning: A Systematic Review. - Norismiza Ismail; Umi Kalsom Yusof (IRICT, 2020)

Hybridisation of Optimised Support Vector Machine and Artificial Neural Network for Diabetic Retinopathy Classification. - Nur Izzati Ab Kader; Umi Kalsom Yusof; Maziani Sabudin (IRICT, 2020)

Detection of Cardiovascular Disease Using Ensemble Machine Learning Techniques. - Fizza Kashif; Umi Kalsom Yusof (IRICT, 2020)

Binary Cuckoo Optimisation Algorithm and Information Theory for Filter-Based Feature Selection. - Ali Muhammad Usman; Umi Kalsom Yusof; Syibrah Naim (IRICT, 2020)

Financial Time Series Forecasting Using Prophet. - Umi Kalsom Yusof; Mohd Nor Akmal Khalid; Abir Hussain; Haziqah Shamsudin (IRICT, 2020)

Filter-Based Multi-Objective Feature Selection Using NSGA III and Cuckoo Optimization Algorithm. - Muhammad Usman Ali; Umi Kalsom Yusof; Syibrah Naim (IEEE Access, 2020)

Artificial Intelligence and Entertainment Science Workshop: Towards Empathic Entertainment Technology. - Mohd Nor Akmal Khalid; Hiroyuki Iida; Umi Kalsom Yusof; Ruzinoor Che Mat (ICEC, 2021)

Leveraging Bio-Inspired Knowledge-Intensive Optimization Algorithm in the Assembly Line Balancing Problem. - Mohd Nor Akmal Khalid; Umi Kalsom Yusof (IEEE Access, 2021)

Optimizing the Hyperparameter Tuning of YOLOv5 for Underwater Detection. - Iza Sazanita Isa; Mohamed Syazwan Asyraf Bin Rosli; Umi Kalsom Yusof; Mohd Ikmal Fitri Maruzuki; Siti Noraini Sulaiman (IEEE Access, 2022)

Filter-based feature selection: a comparison among binary and continuous Cuckoo optimisation algorithms along with multi-objective optimisation algorithms using gain ratio-based entropy. - Muhammad Usman Ali; Umi Kalsom Yusof; Syibrah Naim (Int. J. Bio Inspired Comput., 2022)

Simulation of Exit Selection Behavior Evacuation Based on an Improved Cellular Automata Model during Fire Disaster. - Omar Khair Alla Alidmat; Umi Kalsom Yusof; Esraa Alhenawi; Hazem Jihad Badarneh; Raed Alazaidah; Lara Al-Rbabah (ACIT, 2023)

An Automated Day 3 Embryo Grading Based On Morphological Characteristics Using CNN with Transfer Learning Techniques. - Faisal Kevin Alkindy; Umi Kalsom Yusof; Murizah Mohd Zain (ICCSCE, 2023)

An Automated Blastocyst Grading System Using Convolutional Neural Network and Transfer Learning. - Yusuf Abas Mohamed; Umi Kalsom Yusof; Iza Sazanita Isa; Murizah Mohd Zain (ICCSCE, 2023)

Ensemble of Filter and Embedded Feature Selection Techniques for Malware Classification using High-dimensional Jar Extension Dataset. - Yi Wei Tye; Umi Kalsom Yusof; Samat Tulpar (ICSCA, 2023)

Self-Weighted Graph-Based Framework for Multi-View Clustering. - Yanfang He; Umi Kalsom Yusof (IEEE Access, 2023)

A systematic literature review: Recent techniques of predicting STEM stream students. - Norismiza Ismail; Umi Kalsom Yusof (Comput. Educ. Artif. Intell., 2023)

Guest Editorial: Special issue on 'Artificial Intelligence and Entertainment Science: Empathic Entertainment Technology'. - Mohd Nor Akmal Khalid; Hiroyuki Iida; Umi Kalsom Yusof; Ruzinoor Che Mat (Entertain. Comput., 2023)

A Novel Cellular Automaton Model for Optimized Multi-Exit Crowd Evacuation in High-Density Environments. - Omar Khair Alla Alidmat; Suhaila Abuowaida; Esraa Alhenawi; Hebatullah Khattab Awwad; Adai Al-Momani; Umi Kalsom Yusof; Ali Elrashidi (ACIT, 2024)

Dynamic Exit Selection and Counting Area Adjustment for Efficient Crowd Evacuation in Asymmetrical Layouts. - Omar Khair Alla Alidmat; Raed Alazaidah; Mohammad Arabiat; Hayel Khafajeh; Mohammad Aljaidi; Umi Kalsom Yusof; Ali Elrashidi (ACIT, 2024)

Multi-Domain Long-Tailed Learning: Challenges, Progress, and Prospects. - Panpan Fu; Umi Kalsom Yusof (IEEE Access, 2024)

Simulation of Crowd Evacuation in Asymmetrical Exit Layout Based on Improved Dynamic Parameters Model. - Omar Khair Alla Alidmat; Hamza Abu Owida; Umi Kalsom Yusof; Ahmed Almaghthawi; Askar Altalidi; Rami S. Alkhawaldeh; Suhaila Abuowaida; Nawaf Alshdaifat; Jamil Alshaqsi (IEEE Access, 2025)

Robust Joint Graph Learning for Multi-View Clustering. - Yanfang He; Umi Kalsom Yusof (IEEE Trans. Big Data, 2025)