Umi Kalsom Yusof

36 papers C 2Journal 11Unranked 23

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Robust Joint Graph Learning for Multi-View Clustering. IEEE Trans. Big Data Yanfang He, Umi Kalsom Yusof
2025	J	`jnl`	Simulation of Crowd Evacuation in Asymmetrical Exit Layout Based on Improved Dynamic Parameters Model. IEEE Access Omar Khair Alla Alidmat, Hamza Abu Owida, Umi Kalsom Yusof, Ahmed Almaghthawi, Askar Altalidi, Rami S. Alkhawaldeh, Suhaila Abuowaida, Nawaf Alshdaifat, Jamil Alshaqsi
2024	—	`conf`	A Novel Cellular Automaton Model for Optimized Multi-Exit Crowd Evacuation in High-Density Environments. ACIT Omar Khair Alla Alidmat, Suhaila Abuowaida, Esraa Alhenawi, Hebatullah Khattab Awwad, Adai Al-Momani, Umi Kalsom Yusof, Ali Elrashidi
2024	—	`conf`	Dynamic Exit Selection and Counting Area Adjustment for Efficient Crowd Evacuation in Asymmetrical Layouts. ACIT Omar Khair Alla Alidmat, Raed Alazaidah, Mohammad Arabiat, Hayel Khafajeh, Mohammad Aljaidi, Umi Kalsom Yusof, Ali Elrashidi
2024	J	`jnl`	Multi-Domain Long-Tailed Learning: Challenges, Progress, and Prospects. IEEE Access Panpan Fu, Umi Kalsom Yusof
2023	J	`jnl`	A systematic literature review: Recent techniques of predicting STEM stream students. Comput. Educ. Artif. Intell. Norismiza Ismail, Umi Kalsom Yusof
2023	—	`conf`	An Automated Blastocyst Grading System Using Convolutional Neural Network and Transfer Learning. ICCSCE Yusuf Abas Mohamed, Umi Kalsom Yusof, Iza Sazanita Isa, Murizah Mohd Zain
2023	—	`conf`	An Automated Day 3 Embryo Grading Based On Morphological Characteristics Using CNN with Transfer Learning Techniques. ICCSCE Faisal Kevin Alkindy, Umi Kalsom Yusof, Murizah Mohd Zain
2023	—	`conf`	Ensemble of Filter and Embedded Feature Selection Techniques for Malware Classification using High-dimensional Jar Extension Dataset. ICSCA Yi Wei Tye, Umi Kalsom Yusof, Samat Tulpar
2023	J	`jnl`	Guest Editorial: Special issue on 'Artificial Intelligence and Entertainment Science: Empathic Entertainment Technology'. Entertain. Comput. Mohd Nor Akmal Khalid, Hiroyuki Iida, Umi Kalsom Yusof, Ruzinoor Che Mat
2023	J	`jnl`	Self-Weighted Graph-Based Framework for Multi-View Clustering. IEEE Access Yanfang He, Umi Kalsom Yusof
2023	—	`conf`	Simulation of Exit Selection Behavior Evacuation Based on an Improved Cellular Automata Model during Fire Disaster. ACIT Omar Khair Alla Alidmat, Umi Kalsom Yusof, Esraa Alhenawi, Hazem Jihad Badarneh, Raed Alazaidah, Lara Al-Rbabah
2022	J	`jnl`	Filter-based feature selection: a comparison among binary and continuous Cuckoo optimisation algorithms along with multi-objective optimisation algorithms using gain ratio-based entropy. Int. J. Bio Inspired Comput. Muhammad Usman Ali, Umi Kalsom Yusof, Syibrah Naim
2022	J	`jnl`	Optimizing the Hyperparameter Tuning of YOLOv5 for Underwater Detection. IEEE Access Iza Sazanita Isa, Mohamed Syazwan Asyraf Bin Rosli, Umi Kalsom Yusof, Mohd Ikmal Fitri Maruzuki, Siti Noraini Sulaiman
2021	C	`conf`	Artificial Intelligence and Entertainment Science Workshop: Towards Empathic Entertainment Technology. ICEC Mohd Nor Akmal Khalid, Hiroyuki Iida, Umi Kalsom Yusof, Ruzinoor Che Mat
2021	J	`jnl`	Leveraging Bio-Inspired Knowledge-Intensive Optimization Algorithm in the Assembly Line Balancing Problem. IEEE Access Mohd Nor Akmal Khalid, Umi Kalsom Yusof
2020	—	`conf`	An Artificial Immune System Approach for Solving Type-E Assembly Line Balancing Problem with Problem-Specific Information. ICCA Mohd Nor Akmal Khalid, Umi Kalsom Yusof, Hiroyuki Iida
2020	—	`conf`	Binary Cuckoo Optimisation Algorithm and Information Theory for Filter-Based Feature Selection. IRICT Ali Muhammad Usman, Umi Kalsom Yusof, Syibrah Naim
2020	—	`conf`	Combining oversampling and undersampling techniques for imbalanced classification: A comparative study using credit card fraudulent transaction dataset. ICCA Haziqah Shamsudin, Umi Kalsom Yusof, Andal Jayalakshmi, Mohd Nor Akmal Khalid
2020	—	`conf`	Detection of Cardiovascular Disease Using Ensemble Machine Learning Techniques. IRICT Fizza Kashif, Umi Kalsom Yusof
2020	J	`jnl`	Filter-Based Multi-Objective Feature Selection Using NSGA III and Cuckoo Optimization Algorithm. IEEE Access Muhammad Usman Ali, Umi Kalsom Yusof, Syibrah Naim
2020	—	`conf`	Financial Time Series Forecasting Using Prophet. IRICT Umi Kalsom Yusof, Mohd Nor Akmal Khalid, Abir Hussain, Haziqah Shamsudin
2020	—	`conf`	Hybridisation of Optimised Support Vector Machine and Artificial Neural Network for Diabetic Retinopathy Classification. IRICT Nur Izzati Ab Kader, Umi Kalsom Yusof, Maziani Sabudin
2020	—	`conf`	Open Data in Prediction Using Machine Learning: A Systematic Review. IRICT Norismiza Ismail, Umi Kalsom Yusof
2019	—	`conf`	Manufacturing Lead Time Classification Using Support Vector Machine. IVIC Zhong Heng Lim, Umi Kalsom Yusof, Haziqah Shamsudin
2019	—	`conf`	Single Conspiracy Number Analysis in Checkers. ICAART (2) Sarot Busala, Zhang Song, Hiroyuki Iida, Mohd Nor Akmal Khalid, Umi Kalsom Yusof
2015	—	`conf`	An Artificial Immune Approach for Optimizing Crowd Emergency Evacuation Route Planning Problem. ICAART (2) Mohd Nor Akmal Khalid, Umi Kalsom Yusof
2015	—	`conf`	Critical Position Identification in Games and Its Application to Speculative Play. ICAART (2) Mohd Nor Akmal Khalid, Umi Kalsom Yusof, Hiroyuki Iida, Taichi Ishitobi
2015	—	`conf`	Identifying Critical Positions Based on Conspiracy Numbers. ICAART (Revised Selected Papers) Mohd Nor Akmal Khalid, E. Mei Ang, Umi Kalsom Yusof, Hiroyuki Iida, Taichi Ishitobi
2013	C	`conf`	An artificial immune system algorithm for optimizing the distributed production scheduling in the semiconductor assembly industry. ISDA Nur Ifwah Mohd Anuar, Umi Kalsom Yusof, Mohd Nor Akmal Khalid
2012	J	`jnl`	Bio-Inspired Metaheuristic Optimization Algorithms for Biomarker Identification in Mass Spectrometry Analysis. Int. J. Nat. Comput. Res. Syarifah Adilah Mohamed Yusoff, Ibrahim Venkat, Umi Kalsom Yusof, Rosni Abdullah
2012	—	`conf`	Solving flexible manufacturing system distributed scheduling problem subject to maintenance using harmony search algorithm. DMO Mohd Nor Akmal Khalid, Umi Kalsom Yusof, Maziani Sabudin
2011	—	`conf`	Machine Loading Optimization in Flexible Manufacturing System Using a Hybrid of Bio-inspired and Musical-Composition Approach. BIC-TA Umi Kalsom Yusof, Rahmat Budiarto, Ibrahim Venkat, Safaai Deris
2011	—	`conf`	Mass Spectrometry Analysis via Metaheuristic Optimization Algorithms. BIC-TA Syarifah Adilah Mohamed Yusoff, Ibrahim Venkat, Rosni Abdullah, Umi Kalsom Yusof
2009	—	`conf`	Constraint-Based Genetic Algorithms for Machine Requirement of Semiconductor Assembly Industry: A Proposed Framework. Asia International Conference on Modelling and Simulation Umi Kalsom Yusof, Safaai Deris
2009	—	`conf`	VisEL: Visualisation of Expertise Level in a Special Interest Group Knowledge Portal. IVIC Wan Muhammad Zulhafizsyam Wan Ahmad, Shahida Sulaiman, Umi Kalsom Yusof