网络空间科技学院 | 教学人员

杨玉菱博士 

PhD (Sunway University, Malaysia)
副教授 

Professional Technologist, Malaysia Board of Technologists (MBOT) 

教学领域:电脑视觉、自然语言处理、数据科学

简历

杨玉菱博士为马来西亚精英大学(HELP University)高级讲师,在计算机科学与数据科学领域深耕多年,拥有极为丰富的教学、学术研究及课程领导经验。杨博士于马来亚大学(University of Malaya)先后取得计算机科学(荣誉)学士及计算机科学硕士学位,随后于双威大学(Sunway University)深造并荣获计算机博士学位。 

杨博士曾担任马来西亚双威大学及精英大学的数据科学硕士课程主任,并她积极参与及主导了课程管理、开发、学术质量保证,以及研究生教学与学习活动的统筹与协调工作。 

作为一名活跃的科研学者,其研究成果多次发表于享誉国际的学术期刊,并在多个国家及国际学术会议上进行报告。她的主要研究领域涵盖电脑视觉、模式识别、数据探勘、人工智能及计算金融学。凭借在模式识别与金融市场的跨领域研究兴趣,她目前正深入探索基于图表预测及数据驱动的金融市场分析方法。 

除了卓越的学术研究与课程领导外,杨博士亦深耕教学一线,积极投入人工智能、数据科学、电脑视觉及相关电脑学科的教学与课程体系建设。 

研究领域

数据预测、电脑视觉 

发表的部分文章
期刊论文

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. 

会议论文

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.

书籍

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.