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ORCIDUmi Kalsom Yusof
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2020 – today
- 2024
[j9]Panpan Fu
, Umi Kalsom Yusof:
Multi-Domain Long-Tailed Learning: Challenges, Progress, and Prospects. IEEE Access 12: 129528-129540 (2024)- 2023
- [j8]Yanfang He, Umi Kalsom Yusof:
Self-Weighted Graph-Based Framework for Multi-View Clustering. IEEE Access 11: 30197-30207 (2023) - [j7]Norismiza Ismail, Umi Kalsom Yusof:
A systematic literature review: Recent techniques of predicting STEM stream students. Comput. Educ. Artif. Intell. 5: 100141 (2023) - [j6]Mohd Nor Akmal Khalid, Hiroyuki Iida, Umi Kalsom Yusof, Ruzinoor Che Mat:
Guest Editorial: Special issue on 'Artificial Intelligence and Entertainment Science: Empathic Entertainment Technology'. Entertain. Comput. 44: 100531 (2023) - [c23]Omar Khair Alla Alidmat, Umi Kalsom Yusof, Esraa Alhenawi, Hazem Jihad Badarneh, Raed Alazaidah, Lara Al-Rbabah:
Simulation of Exit Selection Behavior Evacuation Based on an Improved Cellular Automata Model during Fire Disaster. ACIT 2023: 1-8 - [c22]Yusuf Abas Mohamed, Umi Kalsom Yusof, Iza Sazanita Isa, Murizah Mohd Zain:
An Automated Blastocyst Grading System Using Convolutional Neural Network and Transfer Learning. ICCSCE 2023: 202-207 - [c21]Faisal Kevin Alkindy, Umi Kalsom Yusof, Murizah Mohd Zain:
An Automated Day 3 Embryo Grading Based On Morphological Characteristics Using CNN with Transfer Learning Techniques. ICCSCE 2023: 214-219 - [c20]Yi Wei Tye, Umi Kalsom Yusof, Samat Tulpar:
Ensemble of Filter and Embedded Feature Selection Techniques for Malware Classification using High-dimensional Jar Extension Dataset. ICSCA 2023: 137-143 - 2022
- [j5]Iza Sazanita Isa, Mohamed Syazwan Asyraf Bin Rosli, Umi Kalsom Yusof, Mohd Ikmal Fitri Maruzuki, Siti Noraini Sulaiman:
Optimizing the Hyperparameter Tuning of YOLOv5 for Underwater Detection. IEEE Access 10: 52818-52831 (2022) - [j4]Muhammad Usman Ali, Umi Kalsom Yusof, Syibrah Naim:
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. 20(3): 183-192 (2022) - 2021
- [j3]Mohd Nor Akmal Khalid, Umi Kalsom Yusof:
Leveraging Bio-Inspired Knowledge-Intensive Optimization Algorithm in the Assembly Line Balancing Problem. IEEE Access 9: 117832-117844 (2021) - [c19]Mohd Nor Akmal Khalid, Hiroyuki Iida, Umi Kalsom Yusof, Ruzinoor Che Mat:
Artificial Intelligence and Entertainment Science Workshop: Towards Empathic Entertainment Technology. ICEC 2021: 475-481 - 2020
- [j2]Muhammad Usman Ali, Umi Kalsom Yusof, Syibrah Naim:
Filter-Based Multi-Objective Feature Selection Using NSGA III and Cuckoo Optimization Algorithm. IEEE Access 8: 76333-76356 (2020) - [c18]Haziqah Shamsudin, Umi Kalsom Yusof, Andal Jayalakshmi, Mohd Nor Akmal Khalid:
Combining oversampling and undersampling techniques for imbalanced classification: A comparative study using credit card fraudulent transaction dataset. ICCA 2020: 803-808 - [c17]Mohd Nor Akmal Khalid, Umi Kalsom Yusof, Hiroyuki Iida:
An Artificial Immune System Approach for Solving Type-E Assembly Line Balancing Problem with Problem-Specific Information. ICCA 2020: 1590-1595 - [c16]Nur Izzati Ab Kader, Umi Kalsom Yusof, Maziani Sabudin:
Hybridisation of Optimised Support Vector Machine and Artificial Neural Network for Diabetic Retinopathy Classification. IRICT 2020: 80-90 - [c15]Fizza Kashif, Umi Kalsom Yusof:
Detection of Cardiovascular Disease Using Ensemble Machine Learning Techniques. IRICT 2020: 176-185 - [c14]Ali Muhammad Usman, Umi Kalsom Yusof, Syibrah Naim:
Binary Cuckoo Optimisation Algorithm and Information Theory for Filter-Based Feature Selection. IRICT 2020: 324-338 - [c13]Umi Kalsom Yusof, Mohd Nor Akmal Khalid, Abir Hussain, Haziqah Shamsudin:
Financial Time Series Forecasting Using Prophet. IRICT 2020: 485-495 - [c12]Norismiza Ismail, Umi Kalsom Yusof:
Open Data in Prediction Using Machine Learning: A Systematic Review. IRICT 2020: 536-553
2010 – 2019
- 2019
- [c11]Sarot Busala, Zhang Song, Hiroyuki Iida, Mohd Nor Akmal Khalid, Umi Kalsom Yusof:
Single Conspiracy Number Analysis in Checkers. ICAART (2) 2019: 539-546 - [c10]Zhong Heng Lim, Umi Kalsom Yusof, Haziqah Shamsudin:
Manufacturing Lead Time Classification Using Support Vector Machine. IVIC 2019: 268-278 - 2015
- [c9]Mohd Nor Akmal Khalid, Umi Kalsom Yusof, Hiroyuki Iida, Taichi Ishitobi:
Critical Position Identification in Games and Its Application to Speculative Play. ICAART (2) 2015: 38-45 - [c8]Mohd Nor Akmal Khalid, E. Mei Ang, Umi Kalsom Yusof, Hiroyuki Iida, Taichi Ishitobi:
Identifying Critical Positions Based on Conspiracy Numbers. ICAART (Revised Selected Papers) 2015: 100-127 - [c7]Mohd Nor Akmal Khalid, Umi Kalsom Yusof:
An Artificial Immune Approach for Optimizing Crowd Emergency Evacuation Route Planning Problem. ICAART (2) 2015: 503-508 - 2013
- [c6]Nur Ifwah Mohd Anuar, Umi Kalsom Yusof, Mohd Nor Akmal Khalid:
An artificial immune system algorithm for optimizing the distributed production scheduling in the semiconductor assembly industry. ISDA 2013: 259-264 - 2012
- [j1]Syarifah Adilah Mohamed Yusoff, Ibrahim Venkat, Umi Kalsom Yusof, Rosni Abdullah:
Bio-Inspired Metaheuristic Optimization Algorithms for Biomarker Identification in Mass Spectrometry Analysis. Int. J. Nat. Comput. Res. 3(2): 64-85 (2012) - [c5]Mohd Nor Akmal Khalid, Umi Kalsom Yusof, Maziani Sabudin:
Solving flexible manufacturing system distributed scheduling problem subject to maintenance using harmony search algorithm. DMO 2012: 73-79 - 2011
- [c4]Syarifah Adilah Mohamed Yusoff, Ibrahim Venkat, Rosni Abdullah, Umi Kalsom Yusof:
Mass Spectrometry Analysis via Metaheuristic Optimization Algorithms. BIC-TA 2011: 75-79 - [c3]Umi Kalsom Yusof, Rahmat Budiarto, Ibrahim Venkat, Safaai Deris:
Machine Loading Optimization in Flexible Manufacturing System Using a Hybrid of Bio-inspired and Musical-Composition Approach. BIC-TA 2011: 89-96
2000 – 2009
- 2009
- [c2]Umi Kalsom Yusof, Safaai Deris:
Constraint-Based Genetic Algorithms for Machine Requirement of Semiconductor Assembly Industry: A Proposed Framework. Asia International Conference on Modelling and Simulation 2009: 29-34 - [c1]Wan Muhammad Zulhafizsyam Wan Ahmad, Shahida Sulaiman, Umi Kalsom Yusof:
VisEL: Visualisation of Expertise Level in a Special Interest Group Knowledge Portal. IVIC 2009: 779-788
Coauthor Index
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