網絡空間科技學院 | 教學人員

楊玉菱博士 

PhD (Sunway University, Malaysia)
副教授 

Professional Technologist, Malaysia Board of Technologists (MBOT) 

教學領域:電腦視覺、自然語言處理、數據科學

簡歷

楊玉菱博士為馬來西亞精英大學(HELP University)高級講師,在計算機科學與數據科學領域深耕多年,擁有極為豐富的教學、學術研究及課程領導經驗。楊博士於馬來亞大學(University of Malaya)先後取得計算機科學(榮譽)學士及計算機科學碩士學位,隨後於雙威大學(Sunway University)深造並榮獲計算機博士學位。 

楊博士曾擔任馬來西亞雙威大學及精英大學的數據科學碩士課程主任,並她積極參與及主導了課程管理、開發、學術質量保證,以及研究生教學與學習活動的統籌與協調工作。 

作為一名活躍的科研學者,其研究成果多次發表於享譽國際的學術期刊,並在多個國家及國際學術會議上進行報告。她的主要研究領域涵蓋電腦視覺、模式識別、數據探勘、人工智能及計算金融學。憑藉在模式識別與金融市場的跨領域研究興趣,她目前正深入探索基於圖表預測及數據驅動的金融市場分析方法。 

除了卓越的學術研究與課程領導外,楊博士亦深耕教學一線,積極投入人工智能、數據科學、電腦視覺及相關電腦學科的教學與課程體系建設。 

研究領域

數據預測、電腦視覺 

發表的部分文章
期刊論文

Ling, L., Aldoghachi, A. F., Chong, Z. X., Ho, W. Y., Yeap, S. K., Chin, R. J., Soo, E. Z., Khor, J. F., Yong, Y. L., Ling, J. L., Yan, N. S., & Ong, A. H. (2022). Addressing the clinical feasibility of adopting circulating MIRNA for breast cancer detection, monitoring and management with Artificial Intelligence and machine learning platforms.International Journal of Molecular Sciences, 23(23), 15382. 

Yong, Y. L., Lee, Y., & Ngo, D. C. L. (2019). Adaptive Detection of FOREX Repetitive Chart Patterns. Pattern Analysis and Applications, 23(3), 1277–1292.  

Yong, Y. L., Lee, Y., Gu, X., Angelov, P. P., Ngo, D. C. L., & Shafipour, E. (2018). Foreign currency exchange rate prediction using neuro-fuzzy Systems. Procedia Computer Science, 144, 232–238. 

Yong, Y. L., Lieu, S. Q., Ngo, D., & Lee, Y. (2017). FOREX Web-Based Trading Platform with E-Learning Features. Journal of Multimedia and Information Systems, 4(4), 271-278. 

Idris, M. Y. I., Leng, Y. Y., Tamil, E. M., Noor, N. M., & Razak, Z. (2009). Car Park System: A review of smart parking system and its technology. Information Technology Journal, 8(2), 101–113. 

會議論文

Lalmalsawmzeli, H., Garg, V., Jasser, M. B., Ajibade, S. S. M., Chua, H. N., & Leng, Y. Y. (2026, June). Biogeography Based Optimization for Minimizing Costs in Blood Supply Chains with Finite Capacity Queuing Systems. In 2026 IEEE International Conference on Automatic Control and Intelligent Systems (I2CACIS) (pp. 215–220). IEEE. 

Wai, H. M., Jasser, M. B., Ajibade, S. M., Chua, H. N., & Leng, Y. Y. (2026, April). Swarm Intelligence Algorithms for Enhanced Heart Disease Classification, a Survey. In 2026 IEEE 2nd International Conference on Robotics and Technologies for Industrial Automation (ROBOTHIA) (pp. 1–6). IEEE. 

Chin, Z. Y., Choo, H. S., Yong, Y. L., Razimi, U. N. A., Jasser, M. B., & Abdipoor, S. (2026, April). Urban House Price Forecasting in Malaysia Using Tree-Based Machine Learning Models. In 2026 IEEE 2nd International Conference on Robotics and Technologies for Industrial Automation (ROBOTHIA) (pp. 1–6). IEEE. 

Hew, S. Y., Ajibade, S.-S. M., Jasser, M. B., Issa, B., Yong, Y. L., Bashir, F. M., Falude, E., & Dodo, Y. A. (2024). Evaluation of KNN-NMF algorithm for recommendation systems in e-commerce. In 2024 IEEE 12th Conference on Systems, Process & Control (ICSPC) (pp. 328–332). IEEE. 

Ibrahim, M., Hadi, B. M., Jasser, M. B., Ajibade, S.-S. M., Mohd Ramly, A., & Yong, Y. L. (2024). Enhancing Phishing Universal Resource Locator Detection Systems Using Hybrid Machine Learning Classifiers and Data Balancing Techniques. In Proceedings of the 12th IEEE Conference on Systems, Process & Control (ICSPC), Malacca, Malaysia. 

Yap, J. J., Yong, Y. L., Jasser, M. B., Ajibade, S.-S. M., & Al-Hadi, I. A. (2024). Improving object detection in videos: A comprehensive evaluation of faster R-CNN employed in partial occlusion handling. 2024 20th IEEE International Colloquium on Signal Processing & Its Applications (CSPA).  

Lee, J. S., Yong, Y. L., Hoo, M. H., & Khor, K. C. (2022). A Comparison of Machine Learning Models for Currency Pair Forecasting. In Intelligent Computing & Optimization: Proceedings of the 5th International Conference on Intelligent Computing and Optimization 2022 (ICO2022) (pp. 499–506).

Won, W. C., Yong, Y. L., & Khor, K. C. (2021). Object detection and recognition for visually impaired users: A transfer learning approach. 2021 2nd International Conference on Artificial Intelligence and Data Sciences (AiDAS), 1–6.

Yong, Y. L., Ngo, D. C., & Lee, Y. (2017). E-Learning FOREX Trading Platform for Beginner. 13th International Conference on Multimedia Information Technology and Applications, 186–189. 

Yong, Y. L., Ngo, D. C., & Lee, Y. (2017). Detection of repetitive forex chart patterns. Lecture Notes in Computer Science, 395–402.  

Yong, Y. L., Ngo, D. C. L., & Lee, Y. (2015). Technical indicators for forex forecasting: A preliminary study. Advances in Swarm and Computational Intelligence, 87–97.  

Yong, Y. L., Lee, Y., & Ngo, D. (2015). An investigation into the recurring patterns of Forex Time Series Data. 2015 IEEE International Symposium on Robotics and Intelligent Sensors (IRIS). 

Idris, M. Y. I., Yong, Y. L., Tamil, E. M., & Haron, N. Z. (2008). Parking guidance system using RFID and image processing techniques in WSN environment. 4th International Colloquium on Signal Processing and its Applications, 1–6.

書籍

Thida, M., Yong, Y. L., Climent-Pérez, P., Eng, H., & Remagnino, P. (2013). A literature review on video analytics of crowded scenes. In P. K. Atrey, M. S. Kankanhalli, & A. Cavallaro (Eds.), Intelligent Multimedia Surveillance (pp. 17–36). Springer Berlin Heidelberg.