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• Guest Editorial: Special issue on advances in representation learning for computer vision

  Teoh, A. B. J., Song Ong, T., Lim, K. M. & Lee, C. P., Feb 2024, In: CAAI Transactions on Intelligence Technology. 9, 1, p. 1-3 3 p.

  Research output: Journal Publication › Editorial

  Open Access

• Fake News Detection with Hybrid CNN-LSTM

  Tan, K. L., Poo Lee, C. & Lim, K. M., 3 Aug 2021, 2021 9th International Conference on Information and Communication Technology, ICoICT 2021. Institute of Electrical and Electronics Engineers Inc., p. 606-610 5 p. (2021 9th International Conference on Information and Communication Technology, ICoICT 2021).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Convolutional Neural Network 100%
  • Long Short-Term Memory Network 100%
  • Neural Network 100%
  • Short-Term Memory 100%
  • Hybrid CNN-LSTM 100%
  5 Citations (Scopus)

• Autonomous and deterministic supervised fuzzy clustering

  Lim, K. M., Loo, C. K. & Lim, W. S., 2010, In: Neural Network World. 20, 6, p. 705-721 17 p.

  Research output: Journal Publication › Article › peer-review

  • Supervised Fuzzy Clustering 100%
  • Global K-means 50%
  • Fuzzy Model 33%
  • Initial Position 33%
  • Westland 16%
  1 Citation (Scopus)

• Enhanced Traffic Sign Recognition with Ensemble Learning

  Lim, X. R., Lee, C. P., Lim, K. M. & Ong, T. S., Apr 2023, In: Journal of Sensor and Actuator Networks. 12, 2, 33.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Convolutional Neural Network 100%
  • Ensemble Learning 100%
  • Traffic Sign Dataset 100%
  • German Traffic Sign Recognition Benchmark (GTSRB) 66%
  • Recognition Rate 50%
  12 Citations (Scopus)

• Wide Residual Network for Vision-based Static Hand Gesture Recognition

  Tan, Y. S., Lim, K. M. & Lee, C. P., 2021, In: IAENG International Journal of Computer Science. 48, 4, IJCS_48_4_08.

  Research output: Journal Publication › Article › peer-review

  • Static Hand Gesture Recognition 100%
  • Wide Residual Network 100%
  • Wide Residual Networks 100%
  • Feature Propagation 33%
  • Wide Residuals 33%
  7 Citations (Scopus)

• A four dukkha state-space model for hand tracking

  Lim, K. M., Tan, A. W. C. & Tan, S. C., 6 Dec 2017, In: Neurocomputing. 267, p. 311-319 9 p.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • State Space 100%
  • Dukkha 100%
  • Sign Language 100%
  • Update Mechanism 50%
  • Particle Filter 50%
  16 Citations (Scopus)

• Advances in Vision-Based Gait Recognition: From Handcrafted to Deep Learning

  Mogan, J. N., Lee, C. P. & Lim, K. M., Aug 2022, In: Sensors. 22, 15, 5682.

  Research output: Journal Publication › Review article › peer-review

  Open Access

  • Covariate Effect 100%
  • Behavioral Traits 100%
  13 Citations (Scopus)

• FN-Net: A Deep Convolutional Neural Network for Fake News Detection

  Tan, K. L., Poo Lee, C. & Lim, K. M., 3 Aug 2021, 2021 9th International Conference on Information and Communication Technology, ICoICT 2021. Institute of Electrical and Electronics Engineers Inc., p. 331-336 6 p. (2021 9th International Conference on Information and Communication Technology, ICoICT 2021).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Convolutional Neural Network 100%
  • Neural Network Model 100%
  • Deep Convolutional Neural Networks 100%
  • Social Media 50%
  • Regularization 50%
  4 Citations (Scopus)

• COVID-19 Chest X-Ray Classification Using Compact Convolutional Transformer

  Tan, X. H., Yan Lim, J., Lim, K. M. & Lee, C. P., 2023, 2023 11th International Conference on Information and Communication Technology, ICoICT 2023. IEEE Computer Society, p. 266-270 5 p. (International Conference on ICT Convergence; vol. 2023-August).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Chest X-ray Classification 100%
  • Image Classification 100%
  • Radiographic Testing 100%
  • Transfer Learning 33%
  • X-ray Dataset 16%
  3 Citations (Scopus)

• COVID-19 Chest X-Ray Classification Using Residual Network

  Tan, X. H., Lim, J. Y., Lim, K. M. & Lee, C. P., 2023, 2023 11th International Conference on Information and Communication Technology, ICoICT 2023. IEEE Computer Society, p. 271-276 6 p. (International Conference on ICT Convergence; vol. 2023-August).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Image Classification 100%
  • Residual Neural Network 100%
  • Radiographic Testing 100%
  • Pandemic 100%
  • Learning Technique 50%
  3 Citations (Scopus)

• Food Detection and Recognition with Deep Learning: A Comparative Study: A Comparative Study

  Tan, S. W., Lee, C. P., Lim, K. M. & Lim, J. Y., 2023, 2023 11th International Conference on Information and Communication Technology, ICoICT 2023. IEEE Computer Society, p. 283-288 6 p. (International Conference on ICT Convergence; vol. 2023-August).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Deep Learning 100%
  • Faster R-CNN 100%
  • Food Detection 100%
  • Food Recognition 100%
  • School Lunch 100%
  4 Citations (Scopus)

• Sentiment Analysis With Ensemble Hybrid Deep Learning Model

  Tan, K. L., Lee, C. P., Lim, K. M. & Anbananthen, K. S. M., 2022, In: IEEE Access. 10, p. 103694-103704 11 p.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Sentiment Analysis 100%
  • Deep Learning Model 100%
  • Long Short-Term Memory Network 66%
  • Bidirectional Encoder Representations From Transformers 33%
  • Gated Recurrent Unit 33%
  103 Citations (Scopus)

• Yoga Pose Estimation with Machine Learning

  Tan, J. Z., Lee, C. P., Lim, K. M. & Lim, J. Y., 2023, 2023 11th International Conference on Information and Communication Technology, ICoICT 2023. IEEE Computer Society, p. 260-265 6 p. (International Conference on ICT Convergence; vol. 2023-August).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Yoga Pose 100%
  • Yoga Pose Classification 100%
  • LightGBM 66%
  • OpenPose 66%
  • Computer Vision Algorithms 33%
  3 Citations (Scopus)

• Statistical and entropy based human motion analysis

  Lee, C. P., Woon, W. L. & Lim, K. M., Dec 2010, In: KSII Transactions on Internet and Information Systems. 4, 6, p. 1194-1208 15 p.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Motion Analysis 100%
  • Human Motions 100%
  • Statistics 100%
  • Classification Accuracy 25%
  • Anomalous Behavior 25%
  7 Citations (Scopus)

• Enhanced Text-to-Image Synthesis Conditional Generative Adversarial Networks

  Tan, Y. X., Lee, C. P., Neo, M., Lim, K. M. & Lim, J. Y., 2022, In: IAENG International Journal of Computer Science. 49, 1, p. 1-7 7 p.

  Research output: Journal Publication › Article › peer-review

  • Generative Model 100%
  • Embedding Features 50%
  • Text Embedding 50%
  • Content Variation 50%
  • Yield Enhancement 50%
  8 Citations (Scopus)

• Traffic Sign Recognition with Convolutional Neural Network

  Ng, Z. B., Ming Lim, K. & Lee, C. P., 3 Aug 2021, 2021 9th International Conference on Information and Communication Technology, ICoICT 2021. Institute of Electrical and Electronics Engineers Inc., p. 48-53 6 p. (2021 9th International Conference on Information and Communication Technology, ICoICT 2021).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Convolutional Neural Network 100%
  • Multilayer Perceptron 75%
  • Batch Normalization 50%
  • Ablation Analysis 50%
  • Experimental Result 25%
  3 Citations (Scopus)

• Mfrd-80k: A dataset and benchmark for masked face recognition

  Lee, C. P. & Lim, K. M., 2021, In: Engineering Letters. 29, 4, p. 1595-1600 6 p.

  Research output: Journal Publication › Article › peer-review

  • Face Recognition 100%
  • Self Organizing Systems 100%
  • Support Vector Machine 100%
  • Masked Face Recognition 100%
  • Convolutional Neural Network 50%
  4 Citations (Scopus)

• Recent Advances in Text-to-Image Synthesis: Approaches, Datasets and Future Research Prospects

  Tan, Y. X., Lee, C. P., Neo, M., Lim, K. M., Lim, J. Y. & Alqahtani, A., 2023, In: IEEE Access. 11, p. 88099-88115 17 p.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Image Realism 100%
  • Textual Description 66%
  • Semantic Enhancement 33%
  • Group Image 33%
  • Semantic Object 33%
  8 Citations (Scopus)

• Enhanced Text-to-Image Synthesis with Self-Supervision

  Tan, Y. X., Lee, C. P., Neo, M., Lim, K. M. & Lim, J. Y., 20 Aug 2023, In: IEEE Access. 11, p. 1 1 p.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Level Architecture 100%
  • Bi-level 71%
  6 Citations (Scopus)

• Speech emotion recognition with light gradient boosting decision trees machine

  Ong, K. L., Lee, C. P., Lim, H. S. & Lim, K. M., Aug 2023, In: International Journal of Electrical and Computer Engineering. 13, 4, p. 4020-4028 9 p.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Audio Sample 100%
  • Class Weights 100%
  • Optimal Hyperparameters 49%
  • Berlin Database 49%
  • Motion Capture Data 49%
  10 Citations (Scopus)

• Text-to-image synthesis with self-supervised bi-stage generative adversarial network

  Tan, Y. X., Lee, C. P., Neo, M., Lim, K. M. & Lim, J. Y., May 2023, In: Pattern Recognition Letters. 169, p. 43-49 7 p.

  Research output: Journal Publication › Article › peer-review

  • Image Distribution 100%
  • Visual Realism 100%
  • Semantic Consistency 100%
  • Distribution Architecture 100%
  8 Citations (Scopus)

• Facial Expression Classification with Deep Learning: A Comparative Study

  Cheah, T. F., Lee, C. P., Lim, K. M. & Lim, J. Y., 2023, 2023 IEEE 11th Conference on Systems, Process and Control, ICSPC 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 56-59 4 p. (2023 IEEE 11th Conference on Systems, Process and Control, ICSPC 2023 - Proceedings).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Deep Learning 100%
  • Facial Expression 100%
  • Image Transformers 100%
  • Facial Expression Classification 100%
  • Vision Transformer 50%

• Forex Daily Price Prediction Using Gated Recurrent Unit

  Ong, J. Y., Lim, K. M., Lee, C. P. & Lim, J. Y., 2023, 2023 IEEE 11th Conference on Systems, Process and Control, ICSPC 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 72-77 6 p. (2023 IEEE 11th Conference on Systems, Process and Control, ICSPC 2023 - Proceedings).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Financial Market 100%
  • Foreign Exchange 100%
  • Foreign Exchange Market 100%
  • Closing Price 50%

• Facial Expression Recognition with Machine Learning

  Chang, J. X., Poo Lee, C., Lim, K. M. & Yan Lim, J., 2023, 2023 11th International Conference on Information and Communication Technology, ICoICT 2023. IEEE Computer Society, p. 125-130 6 p. (International Conference on ICT Convergence; vol. 2023-August).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Machine Learning 100%
  • Facial Expression Recognition 100%
  • Ensemble Classifier 100%
  • Facial Expression 100%
  • Expression Recognition 100%
  3 Citations (Scopus)

• State-of-the-art authentication techniques: Threats and vulnerabilities

  Lee, C. P. & Lim, K. M., 1 Jan 2017, Security and Authentication: Perspectives, Management and Challenges. Nova Science Publishers, Inc., p. 1-12 12 p.

  Research output: Chapter in Book/Conference proceeding › Book Chapter › peer-review

  • Art Authentication 100%
  • Authentication Technique 100%
  • Inkjet Printer 33%
  • Pattern Lock 33%
  • Spectacle Frames 33%