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• 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)

• 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)

• 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)

• 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

• 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%

• 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)

• 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)

• Statistical and entropy based multi purpose human motion analysis

  Lee, C. P., Lim, K. M. & Woon, W. L., 2010, ICSPS 2010 - Proceedings of the 2010 2nd International Conference on Signal Processing Systems. p. V1734-V1738 5555261. (ICSPS 2010 - Proceedings of the 2010 2nd International Conference on Signal Processing Systems; vol. 1).

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

  • Statistical Methods 100%
  • Entropy-based 100%
  • Human Motion Analysis 100%
  • Motion Analysis 100%
  • Human Motions 100%
  17 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)

• Gait-DenseNet: A Hybrid Convolutional Neural Network for Gait Recognition

  Mogan, J. N., Lee, C. P. & Lim, K. M., 2022, In: IAENG International Journal of Computer Science. 49, 2, IJCS_49_2_13.

  Research output: Journal Publication › Article › peer-review

  • Convolutional Neural Network 100%
  • Gait Recognition 100%
  • Energy Engineering 66%
  • Perceptron 66%
  • Joints (Structural Components) 33%
  11 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)

• MPNet-GRUs: Sentiment Analysis With Masked and Permuted Pre-Training for Language Understanding and Gated Recurrent Units

  Kai Ning Loh, N., Poo Lee, C., Song Ong, T. & Ming Lim, K., 2024, In: IEEE Access. 12, p. 74069-74080 12 p., 10510290.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • MPNet 100%
  • Language Comprehension 100%
  • Neural Network 100%
  • Learning Model 100%
  • Language Understanding 100%
  9 Citations (Scopus)

• 2SRS: Two-Stream Residual Separable Convolution Neural Network for Hyperspectral Image Classification

  Zahisham, Z., Lim, K. M., Koo, V. C., Chan, Y. K. & Lee, C. P., 2023, In: IEEE Geoscience and Remote Sensing Letters. 20, 5501505.

  Research output: Journal Publication › Article › peer-review

  • Separable Convolution Neural Network 100%
  • Hyperspectral Image 66%
  • Data Scarcity 50%
  • Separable Convolution Network 50%
  • Spectral Data Augmentation 25%
  9 Citations (Scopus)

• Face Presentation Attack Detection via Ensemble Learning Algorithm

  Lee, K. W., Lim, J. Y., Lim, K. M. & Lee, C. P., 2023, 2023 IEEE 11th Conference on Systems, Process and Control, ICSPC 2023 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 101-106 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

  • Face Presentation Attack Detection 100%
  • Ensemble Machine Learning 100%
  • Ensemble Learning Algorithm 100%
  • VGG-19 Convolutional Neural Network 50%
  • Bagging Strategy 33%
  2 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)

• COVID-19 Identification and Analysis with CT Scan Images using DenseNet and Support Vector Machine

  Lim, Y. J., Lim, K. M., Lee, C. P., Chang, R. K. Y. & Lim, J. Y., 2023, 2023 11th International Conference on Information and Communication Technology, ICoICT 2023. IEEE Computer Society, p. 254-259 6 p. (International Conference on ICT Convergence; vol. 2023-August).

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

  • Support Vector Machine 100%
  • DenseNet 100%
  • CT Scan Images 100%
  • COVID-19 Identification 100%
  • COVID-19 Analysis 100%
  4 Citations (Scopus)

• MaxMViT-MLP: Multiaxis and Multiscale Vision Transformers Fusion Network for Speech Emotion Recognition

  Ong, K. L., Lee, C. P., Lim, H. S., Lim, K. M. & Alqahtani, A., 2024, In: IEEE Access. 12, p. 18237-18250 14 p.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • Multiscale Vision 100%
  • Transformer Fusion 100%
  • Mechanical Strength 100%
  • Time Fourier Transform 28%
  • Approach Path 20%
  8 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)

• Design and Development of a Drone Based Hyperspectral Imaging System

  Chan, Y. K., Koo, V. C., Zahisham, M. Z. A., Lim, K. M., Connie, T., Lim, C. S., Chang, Y. L., Lee, Y. P. & Abidin, H., 2022, IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium. Institute of Electrical and Electronics Engineers Inc., p. 4200-4203 4 p. (International Geoscience and Remote Sensing Symposium (IGARSS); vol. 2022-July).

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

  • Imaging Systems 100%
  • Drone 100%
  • Hyperspectral Imaging 100%
  • Elaeis 100%
  • Long Endurance 50%
  1 Citation (Scopus)

• 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%

• RoBERTa-LSTM: A Hybrid Model for Sentiment Analysis With Transformer and Recurrent Neural Network

  Tan, K. L., Lee, C. P., Anbananthen, K. S. M. & Lim, K. M., 2022, In: IEEE Access. 10, p. 21517-21525 9 p.

  Research output: Journal Publication › Article › peer-review

  Open Access

  • RoBERTa 100%
  • Long Distance Dependency 33%
  • Text Sentiment Analysis 20%
  • Sentiment Dataset 20%
  • Word Embedding Space 20%
  189 Citations (Scopus)

• Visually Similar Handwritten Chinese Character Recognition with Convolutional Neural Network

  Liu, W. H., 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. 175-179 5 p. (2021 9th International Conference on Information and Communication Technology, ICoICT 2021).

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

  • Neural Network 100%
  • Sports Health 25%
  • Stopping Mechanism 25%
  • Adam Optimizer 25%
  • Sports Medicine 25%
  4 Citations (Scopus)

• Brain Tumor Detection via Transfer Learning and Ensemble Learning

  Hun, W. J., Lim, J. Y., Lim, K. M., Lee, C. P., Tan, Y. X. & Pa-Pa-Min, 2024, In: Proceedings of the IEEE Conference on Systems, Process and Control, ICSPC. 2024, p. 95-100 6 p.

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

  • Brain Tumor Detection 100%
  • FigShare Dataset 50%
  • Diagnostic Efficiency 50%
  • Fully Connected Layer 50%

• Sentiment Analysis using DistilBERT

  Ng, S. 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. 84-89 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

  • DistilBERT 100%
  • Sentiment Analysis 100%
  • Hyperparameter Tuning 33%
  • Multiple Techniques 33%
  • Internet Movie Database 33%
  4 Citations (Scopus)