Umi Kalsom Yusof

According to our database, Umi Kalsom Yusof authored at least 33 papers between 2009 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

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

2024

Multi-Domain Long-Tailed Learning: Challenges, Progress, and Prospects.

Panpan Fu, Umi Kalsom Yusof

IEEE Access, 2024

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 systematic literature review: Recent techniques of predicting STEM stream students.

Norismiza Ismail, Umi Kalsom Yusof

Comput. Educ. Artif. Intell., 2023

Self-Weighted Graph-Based Framework for Multi-View Clustering.

Yanfang He, Umi Kalsom Yusof

IEEE Access, 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

Proceedings of the 12th International Conference on Software and Computer Applications, 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

Proceedings of the 13th IEEE International Conference on Control System, 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

Proceedings of the 13th IEEE International Conference on Control System, 2023

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

Proceedings of the 24th International Arab Conference on Information Technology, 2023

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

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

2021

Leveraging Bio-Inspired Knowledge-Intensive Optimization Algorithm in the Assembly Line Balancing Problem.

Mohd Nor Akmal Khalid, Umi Kalsom Yusof

IEEE Access, 2021

Artificial Intelligence and Entertainment Science Workshop: Towards Empathic Entertainment Technology.

Mohd Nor Akmal Khalid, Hiroyuki Iida, Umi Kalsom Yusof, Ruzinoor Che Mat

Proceedings of the Entertainment Computing - ICEC 2021, 2021

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

Financial Time Series Forecasting Using Prophet.

Umi Kalsom Yusof, Mohd Nor Akmal Khalid, Abir Hussain, Haziqah Shamsudin

Proceedings of the Innovative Systems for Intelligent Health Informatics, 2020

Binary Cuckoo Optimisation Algorithm and Information Theory for Filter-Based Feature Selection.

Ali Muhammad Usman, Umi Kalsom Yusof, Syibrah Naim

Proceedings of the Innovative Systems for Intelligent Health Informatics, 2020

Detection of Cardiovascular Disease Using Ensemble Machine Learning Techniques.

Fizza Kashif, Umi Kalsom Yusof

Proceedings of the Innovative Systems for Intelligent Health Informatics, 2020

Hybridisation of Optimised Support Vector Machine and Artificial Neural Network for Diabetic Retinopathy Classification.

Nur Izzati Ab Kader, Umi Kalsom Yusof, Maziani Sabudin

Proceedings of the Innovative Systems for Intelligent Health Informatics, 2020

Open Data in Prediction Using Machine Learning: A Systematic Review.

Norismiza Ismail, Umi Kalsom Yusof

Proceedings of the Innovative Systems for Intelligent Health Informatics, 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

Proceedings of the 16th IEEE International Conference on Control & Automation, 2020

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

Proceedings of the 16th IEEE International Conference on Control & Automation, 2020

2019

Manufacturing Lead Time Classification Using Support Vector Machine.

Zhong Heng Lim, Umi Kalsom Yusof, Haziqah Shamsudin

Proceedings of the Advances in Visual Informatics, 2019

Single Conspiracy Number Analysis in Checkers.

Sarot Busala, Zhang Song, Hiroyuki Iida, Mohd Nor Akmal Khalid, Umi Kalsom Yusof

Proceedings of the 11th International Conference on Agents and Artificial Intelligence, 2019

2015

Critical Position Identification in Games and Its Application to Speculative Play.

Mohd Nor Akmal Khalid, Umi Kalsom Yusof, Hiroyuki Iida, Taichi Ishitobi

Proceedings of the ICAART 2015, 2015

An Artificial Immune Approach for Optimizing Crowd Emergency Evacuation Route Planning Problem.

Mohd Nor Akmal Khalid, Umi Kalsom Yusof

Proceedings of the ICAART 2015, 2015

Identifying Critical Positions Based on Conspiracy Numbers.

Mohd Nor Akmal Khalid, E. Mei Ang, Umi Kalsom Yusof, Hiroyuki Iida, Taichi Ishitobi

Proceedings of the Agents and Artificial Intelligence - 7th International Conference, 2015

2013

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

Proceedings of the 13th International Conference on Intellient Systems Design and Applications, 2013

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

Solving flexible manufacturing system distributed scheduling problem subject to maintenance using harmony search algorithm.

Mohd Nor Akmal Khalid, Umi Kalsom Yusof, Maziani Sabudin

Proceedings of the 4th Conference on Data Mining and Optimization, 2012

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

Proceedings of the Sixth International Conference on Bio-Inspired Computing: Theories and Applications, 2011

Mass Spectrometry Analysis via Metaheuristic Optimization Algorithms.

Syarifah Adilah Mohamed Yusoff, Ibrahim Venkat, Rosni Abdullah, Umi Kalsom Yusof

Proceedings of the Sixth International Conference on Bio-Inspired Computing: Theories and Applications, 2011

2009

VisEL: Visualisation of Expertise Level in a Special Interest Group Knowledge Portal.

Wan Muhammad Zulhafizsyam Wan Ahmad, Shahida Sulaiman, Umi Kalsom Yusof

Proceedings of the Visual Informatics: Bridging Research and Practice, 2009

Constraint-Based Genetic Algorithms for Machine Requirement of Semiconductor Assembly Industry: A Proposed Framework.

Umi Kalsom Yusof, Safaai Deris

Proceedings of the Third Asia International Conference on Modelling & Simulation, 2009