Find Research outputs

2023

A Chinese Face Dataset with Dynamic Expressions and Diverse Ages Synthesized by Deep Learning

Han, S., Guo, Y., Zhou, X., Huang, J., Shen, L. & Luo, Y., Dec 2023, In: Scientific data. 10, 1, 878.

Research output: Journal Publication › Article › peer-review

Open Access

3 Citations (Scopus)

A Comparative Study for Language Recognition using Learning-based Approaches

Chew, C. M., Ming Lim, K., Lee, C. P., Yang Chan, X., Lew, C. H. & Ru Song, V. W., 2023, 2023 11th International Conference on Information and Communication Technology, ICoICT 2023. IEEE Computer Society, p. 528-532 5 p. (International Conference on ICT Convergence; vol. 2023-August).

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

A Comparative Study of Learning-based Approaches for Chinese Character Recognition

Lim, J. M., Lim, K. M., Lee, C. P., Chin, H. X., Hoi, J. K. & Pong, J. J. S., 2023, 2023 11th International Conference on Information and Communication Technology, ICoICT 2023. IEEE Computer Society, p. 295-300 6 p. (International Conference on ICT Convergence; vol. 2023-August).

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

Alternating Direction Method of Multipliers for Convolutive Non-Negative Matrix Factorization

Li, Y., Wang, R., Fang, Y., Sun, M. & Luo, Z., 1 Dec 2023, In: IEEE Transactions on Cybernetics. 53, 12, p. 7735-7748 14 p.

Research output: Journal Publication › Article › peer-review

4 Citations (Scopus)

An Adaptive Distributed Denial of Service Attack Prevention Technique in a Distributed Environment

Riskhan, B., Safuan, H. A. J., Hussain, K., Elnour, A. A. H., Abdelmaboud, A., Khan, F. & Kundi, M., Jul 2023, In: Sensors. 23, 14, 6574.

Research output: Journal Publication › Article › peer-review

Open Access

7 Citations (Scopus)

A privacy preserving framework for federated learning in smart healthcare systems

Wang, W., Li, X., Qiu, X., Zhang, X., Zhao, J. & Brusic, V., Jan 2023, In: Information Processing and Management. 60, 1, 103167.

Research output: Journal Publication › Article › peer-review

73 Citations (Scopus)

A Resource-Efficient Hybrid Proxy Mobile IPv6 Extension for Next-Generation IoT Networks

Hussain, A., Nazir, S., Khan, F., Nkenyereye, L., Ullah, A., Khan, S., Verma, S. & Kavita, 1 Feb 2023, In: IEEE Internet of Things Journal. 10, 3, p. 2095-2103 9 p.

Research output: Journal Publication › Article › peer-review

39 Citations (Scopus)

A Secure Ensemble Learning-Based Fog-Cloud Approach for Cyberattack Detection in IoMT

Khan, F., Jan, M. A., Alturki, R., Alshehri, M. D., Shah, S. T. & Rehman, A. U., 1 Oct 2023, In: IEEE Transactions on Industrial Informatics. 19, 10, p. 10125-10132 8 p.

Research output: Journal Publication › Article › peer-review

64 Citations (Scopus)

BiTCN_DRSN: An effective software vulnerability detection model based on an improved temporal convolutional network

Chen, J., Lin, W., Cai, S., Yin, Y., Chen, H. & Towey, D., Oct 2023, In: Journal of Systems and Software. 204, 111772.

Research output: Journal Publication › Article › peer-review

13 Citations (Scopus)

Blockchain with Machine Learning for Financial Portfolio Management

Cai, T., Wu, J., Yu, C. & Brusic, V., 2023, ICEIEC 2023 - Proceedings of 2023 IEEE 13th International Conference on Electronics Information and Emergency Communication. Wenzheng, L. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 255-259 5 p. (ICEIEC 2023 - Proceedings of 2023 IEEE 13th International Conference on Electronics Information and Emergency Communication).

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

1 Citation (Scopus)

Conducting Online Focus Groups - Practical Advice for Information Systems Researchers

Schulze, L., Trenz, M., Cai, Z. & Tan, C. W., 2023, In: Communications of the Association for Information Systems. 52, p. 556-599 44 p.

Research output: Journal Publication › Article › peer-review

Open Access

7 Citations (Scopus)

Corrections to “Energy-Efficient Multicodebook-Based Backscatter Communications for Wireless-Powered Networks” [Sep 15 2022 18153-18163]

Zhang, Y., Liu, X., Zheng, K., Li, Y. & Yao, Y., 15 Feb 2023, In: IEEE Internet of Things Journal. 10, 4, p. 3680 1 p.

Research output: Journal Publication › Comment/debate

Open Access

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

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

3 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

4 Citations (Scopus)

Credit Card Fraud Detection using TabNet

Meng, C. C., Lim, K. M., Lee, C. P. & Lim, J. Y., 2023, 2023 11th International Conference on Information and Communication Technology, ICoICT 2023. IEEE Computer Society, p. 394-399 6 p. (International Conference on ICT Convergence; vol. 2023-August).

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

1 Citation (Scopus)

Crowdfunding Success Effects on Financing Outcomes for Startups: A Signaling Theory Perspective

Ryu, S., Kim, K. & Hahn, J., Sept 2023, In: MIS Quarterly: Management Information Systems. 47, 3, p. 1271-1302 32 p.

Research output: Journal Publication › Article › peer-review

2 Citations (Scopus)

Data Partition Optimization for High Energy Efficiency by Decoupling Local Dependence in Holographic Video Decoder

Liu, X., Luo, J., Blinder, D., Chen, F., Yu, H., Schelkens, P., Catthoor, F. & Ha, Y., 2023, ICECS 2023 - 2023 30th IEEE International Conference on Electronics, Circuits and Systems: Technosapiens for Saving Humanity. Institute of Electrical and Electronics Engineers Inc., (ICECS 2023 - 2023 30th IEEE International Conference on Electronics, Circuits and Systems: Technosapiens for Saving Humanity).

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

DEEP LEARNING-BASED STEREO MATCHING FOR HIGH-RESOLUTION SATELLITE IMAGES: A COMPARATIVE EVALUATION

He, X., Jiang, S., He, S., Li, Q., Jiang, W. & Wang, L., 14 Dec 2023, In: International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives. 48, 1/W2-2023, p. 1635-1642 8 p.

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

Open Access

1 Citation (Scopus)

Delay Minimization for NOMA-mmW Scheme-Based MEC Offloading

Shi, J., Zhou, Y., Li, Z., Zhao, Z., Chu, Z. & Xiao, P., 1 Feb 2023, In: IEEE Internet of Things Journal. 10, 3, p. 2285-2296 12 p.

Research output: Journal Publication › Article › peer-review

Open Access

30 Citations (Scopus)

Disentangling the Relationship between Portfolio Homogenization and Transaction of Non-fungible Tokens

Ma, D., Fu, M., Fang, J. & Cai, Z., 2023, International Conference on Information Systems, ICIS 2023: "Rising like a Phoenix: Emerging from the Pandemic and Reshaping Human Endeavors with Digital Technologies". Association for Information Systems, (International Conference on Information Systems, ICIS 2023: "Rising like a Phoenix: Emerging from the Pandemic and Reshaping Human Endeavors with Digital Technologies").

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

1 Citation (Scopus)

Divergent Innovation: Directing the Wisdom of the Crowd to Tackle Societal Challenges

Cao, C., Zhu, J., Xiong, B., Cai, Z., Lim, E., Liu, H. & Tan, C. W., 2023, International Conference on Information Systems, ICIS 2023: "Rising like a Phoenix: Emerging from the Pandemic and Reshaping Human Endeavors with Digital Technologies". Association for Information Systems, (International Conference on Information Systems, ICIS 2023: "Rising like a Phoenix: Emerging from the Pandemic and Reshaping Human Endeavors with Digital Technologies").

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

Do virtual goods entice more online donations? perspectives of mental imagery and project appeal

Zheng, C., Cao, Y., Wu, Y. & Yu, J., Mar 2023, In: Information and Management. 60, 2, 103754.

Research output: Journal Publication › Article › peer-review

3 Citations (Scopus)

DPIS: Blockchain Makes Personal Information Safer

Zhang, H., Wan, Z., Zhang, Z. & Hua, X., 2023, Proceedings - 2023 International Conference on Blockchain Technology and Information Security, ICBCTIS 2023. Institute of Electrical and Electronics Engineers Inc., p. 40-45 6 p. (Proceedings - 2023 International Conference on Blockchain Technology and Information Security, ICBCTIS 2023).

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

Emotional Synchrony and Viewers’ Consumption: Evidence from Live Streaming of Virtual Idols

Duan, M., Zhang, Y., Zhang, Q. & Zhang, C., 2023, International Conference on Information Systems, ICIS 2023: "Rising like a Phoenix: Emerging from the Pandemic and Reshaping Human Endeavors with Digital Technologies". Association for Information Systems, (International Conference on Information Systems, ICIS 2023: "Rising like a Phoenix: Emerging from the Pandemic and Reshaping Human Endeavors with Digital Technologies").

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

EnViTSA: Ensemble of Vision Transformer with SpecAugment for Acoustic Event Classification: Ensemble of Vision Transformer with SpecAugment for Acoustic Event Classification

Lim, K. M., Lee, C. P., Lee, Z. Y. & Alqahtani, A., Nov 2023, In: Sensors. 23, 22, 9084.

Research output: Journal Publication › Article › peer-review

Open Access

6 Citations (Scopus)

Exploiting anonymous entity mentions for named entity linking

Hou, F., Wang, R., Ng, S. K., Witbrock, M., Zhu, F. & Jia, X., Mar 2023, In: Knowledge and Information Systems. 65, 3, p. 1221-1242 22 p.

Research output: Journal Publication › Article › peer-review

3 Citations (Scopus)

Face Mask Wearing Detection: A Comparative Analysis

Ong, J. Y., Ming Lim, K., Lee, C. P., Chean Lee, T., Tan, S. X. & Yang Chia, Z., 2023, 2023 11th International Conference on Information and Communication Technology, ICoICT 2023. IEEE Computer Society, p. 436-441 6 p. (International Conference on ICT Convergence; vol. 2023-August).

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

1 Citation (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

2 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

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

3 Citations (Scopus)

Fine-Grained Entity Typing With a Type Taxonomy: A Systematic Review

Wang, R., Hou, F., Cahan, S. F., Chen, L., Jia, X. & Ji, W., 1 May 2023, In: IEEE Transactions on Knowledge and Data Engineering. 35, 5, p. 4794-4812 19 p.

Research output: Journal Publication › Article › peer-review

Open Access

6 Citations (Scopus)

Fine-Tuned Temporal Dense Sampling with 1D Convolutional Neural Network for Human Action Recognition

Lim, K. M., Lee, C. P., Tan, K. S., Alqahtani, A. & Ali, M., Jun 2023, In: Sensors. 23, 11, 5276.

Research output: Journal Publication › Article › peer-review

Open Access

3 Citations (Scopus)

Flower Species Recognition using DenseNet201 and Multilayer Perceptron

Shee, J. X., Lim, K. M., Lee, C. P. & Lim, J. Y., 2023, 2023 11th International Conference on Information and Communication Technology, ICoICT 2023. IEEE Computer Society, p. 307-312 6 p. (International Conference on ICT Convergence; vol. 2023-August).

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

4 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

3 Citations (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

Gait-CNN-ViT: Multi-Model Gait Recognition with Convolutional Neural Networks and Vision Transformer: Multi-Model Gait Recognition with Convolutional Neural Networks and Vision Transformer

Mogan, J. N., Lee, C. P., Lim, K. M., Ali, M. & Alqahtani, A., Apr 2023, In: Sensors. 23, 8, 3809.

Research output: Journal Publication › Article › peer-review

Open Access

22 Citations (Scopus)

Hand Gesture Recognition with Deep Convolutional Neural Networks: A Comparative Study

Chong, Y. L., 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. 60-65 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

Handwritten Character and Digit Recognition with Deep Convolutional Neural Networks: A Comparative Study: A Comparative Study

Mook, C. E., 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. 137-141 5 p. (International Conference on ICT Convergence; vol. 2023-August).

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

5 Citations (Scopus)

Heterogeneous Flight Management System (FMS) Design for Unmanned Aerial Vehicles (UAVs): Current Stages, Challenges, and Opportunities

Wang, G., Gu, C., Li, J., Wang, J., Chen, X. & Zhang, H., Jun 2023, In: Drones. 7, 6, 380.

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

Open Access

5 Citations (Scopus)

HGR-ResNet: Hand Gesture Recognition with Enhanced Residual Neural Network: Hand Gesture Recognition with Enhanced Residual Neural Network

Tan, C. K., Ming Lim, K., Lee, C. P., Kwang Yang Chang, R. & Lim, J. Y., 2023, 2023 11th International Conference on Information and Communication Technology, ICoICT 2023. IEEE Computer Society, p. 131-136 6 p. (International Conference on ICT Convergence; vol. 2023-August).

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

1 Citation (Scopus)

HGR-ViT: Hand Gesture Recognition with Vision Transformer

Tan, C. K., Lim, K. M., Chang, R. K. Y., Lee, C. P. & Alqahtani, A., Jun 2023, In: Sensors. 23, 12, 5555.

Research output: Journal Publication › Article › peer-review

Open Access

14 Citations (Scopus)

Human Activity Classification Using Recurrence Plot and Residual Network

Lew, C. H., 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. 78-83 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

1 Citation (Scopus)

Hybrid Recurrent Neural Network Architecture-Based Intention Recognition for Human-Robot Collaboration

Gao, X., Yan, L., Wang, G. & Gerada, C., 1 Mar 2023, In: IEEE Transactions on Cybernetics. 53, 3, p. 1578-1586 9 p.

Research output: Journal Publication › Article › peer-review

14 Citations (Scopus)

Immediate and Long-term Effects of Live Streaming Selling on Product Sales

Zheng, S., Sindihebura, T. T., Pu, J., Li, B. & Chong, A., 2023, 29th Annual Americas Conference on Information Systems, AMCIS 2023. Association for Information Systems, (29th Annual Americas Conference on Information Systems, AMCIS 2023).

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

Investigating the relationships between MOOC consumers' perceived quality, emotional experiences, and intention to recommend: an NLP-based approach

Ma, L., Pahlevan Sharif, S., Ray, A. & Khong, K. W., 9 May 2023, In: Online Information Review. 47, 3, 22 p.

Research output: Journal Publication › Article › peer-review

11 Citations (Scopus)

Joint Beamforming Design for Secure RIS-Assisted IoT Networks

Niu, H., Lin, Z., Chu, Z., Zhu, Z., Xiao, P., Nguyen, H. X., Lee, I. & Al-Dhahir, N., 15 Jan 2023, In: IEEE Internet of Things Journal. 10, 2, p. 1628-1641 14 p.

Research output: Journal Publication › Article › peer-review

72 Citations (Scopus)

Learning Visual Prior via Generative Pre-Training

Xie, J., Ye, K., Li, Y., Li, Y., Lin, K. Q., Zheng, Y., Shen, L. & Shou, M. Z., 2023, Advances in Neural Information Processing Systems 36 - 37th Conference on Neural Information Processing Systems, NeurIPS 2023. Oh, A., Neumann, T., Globerson, A., Saenko, K., Hardt, M. & Levine, S. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 36).

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

4 Citations (Scopus)

Link Prediction with Contextualized Self-Supervision

Zhang, D., Yin, J. & Yu, P. S., 1 Jul 2023, In: IEEE Transactions on Knowledge and Data Engineering. 35, 7, p. 7138-7151 14 p.

Research output: Journal Publication › Article › peer-review

Open Access

6 Citations (Scopus)

Metamorphic testing of Advanced Driver-Assistance System (ADAS) simulation platforms: Lane Keeping Assist System (LKAS) case studies

Iqbal, M., Han, J. C., Zhou, Z. Q., Towey, D. & Chen, T. Y., Mar 2023, In: Information and Software Technology. 155, 107104.

Research output: Journal Publication › Article › peer-review

12 Citations (Scopus)

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