Find Research outputs

2024

Mixed-decomposed convolutional network: A lightweight yet efficient convolutional neural network for ocular disease recognition

Zhang, X., Wu, X., Xiao, Z., Hu, L., Qiu, Z., Sun, Q., Higashita, R. & Liu, J., Apr 2024, In: CAAI Transactions on Intelligence Technology. 9, 2, p. 319-332 14 p.

Research output: Journal Publication › Article › peer-review

Open Access

13 Citations (Scopus)

Network IDS alert classification with active learning techniques

Vaarandi, R. & Guerra-Manzanares, A., Mar 2024, In: Journal of Information Security and Applications. 81, 103687.

Research output: Journal Publication › Article › peer-review

4 Citations (Scopus)

OCT Fingerprint Presentation Attack Detection Using Frequency Disentangling Features

Liu, F., Zeng, W. F., Zhang, W. T., Kong, Z., Wang, L. & Shen, L. L., Feb 2024, In: Jisuanji Xuebao/Chinese Journal of Computers. 47, 2, p. 323-326 4 p.

Research output: Journal Publication › Article › peer-review

Preparing ecosystems for platformization: Insights from multiple case studies

Hu, Y., Zheng, S., Chong, A. Y. L., Lim, E. T. K. & Tan, C. W., Jul 2024, In: Information Systems Journal. 34, 4, p. 1004-1036 33 p.

Research output: Journal Publication › Article › peer-review

Open Access

1 Citation (Scopus)

Pyramid Pixel Context Adaption Network for Medical Image Classification With Supervised Contrastive Learning

Zhang, X., Xiao, Z., Wu, X., Chen, Y., Zhao, J., Hu, Y. & Liu, J., 2024, (Accepted/In press) In: IEEE Transactions on Neural Networks and Learning Systems. p. 1-14 14 p.

Research output: Journal Publication › Article › peer-review

Open Access

9 Citations (Scopus)

QoS prediction of cloud services by selective ensemble learning on prefilling-based matrix factorizations

Mao, C., Chen, J., Towey, D., Zhao, Z. & Wen, L., 10 Dec 2024, In: Concurrency Computation Practice and Experience. 36, 27, e8282.

Research output: Journal Publication › Article › peer-review

Rate-Splitting Multiple Access with Finite-Alphabet Constellations: Precoder Optimization and Achievable Rate Performance

Mi, D., Chen, H., Chu, Z., Xiao, P., Wu, Y. & Wang, C. L., 2024, In: IEEE Transactions on Green Communications and Networking. 8, 4, p. 1293-1307 15 p.

Research output: Journal Publication › Article › peer-review

2 Citations (Scopus)

Reconfigurable Intelligent Surface-Assisted Wireless Powered Sensing and Communication Networks

Zhu, Z., Guo, K., Chu, Z., Mi, D., Liu, Y. & Muhaidat, S., 2024, International Conference on Ubiquitous Communication 2024, Ucom 2024. Institute of Electrical and Electronics Engineers Inc., p. 269-275 7 p. (International Conference on Ubiquitous Communication 2024, Ucom 2024).

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

Reinforcement Learning Based Resource Allocation in IRS Assisted SWIPT Systems

Zhu, Z., Gong, M., Zhang, M., Wu, Q., Sun, G., Chu, Z., Li, X. & Lee, I., 2024, (Accepted/In press) In: IEEE Transactions on Vehicular Technology.

Research output: Journal Publication › Article › peer-review

Resource Allocation for STAR-RIS-Assisted MIMO Physical-Layer Key Generation

Wan, Z., Liu, K., Chen, Y., Huang, K., Wang, H. M., Chu, Z., Yi, M. & Jin, L., 2024, In: IEEE Transactions on Information Forensics and Security. 19, p. 10328-10338 11 p.

Research output: Journal Publication › Article › peer-review

7 Citations (Scopus)

Resource Management for Integrated Communications, Computing, and Sensing (ICCS) Networks

Sun, G., Wu, X., Hao, W., Zhu, Z., Li, J., Chu, Z. & Xiao, P., 2024, In: IEEE Transactions on Vehicular Technology. 73, 12, p. 18719-18731 13 p.

Research output: Journal Publication › Article › peer-review

Open Access

1 Citation (Scopus)

Resource Management for IRS-Assisted WP-MEC Networks With Practical Phase Shift Model

Li, N., Hao, W., Zhou, F., Chu, Z., Yang, S. & Xiao, P., 15 Feb 2024, In: IEEE Internet of Things Journal. 11, 4, p. 6677-6691 15 p.

Research output: Journal Publication › Article › peer-review

2 Citations (Scopus)

Robust and secure file transmission through video streaming using steganography and blockchain

Liang, X. & Kar, P., 2024, In: International Journal of Information and Computer Security. 24, 3-4, p. 258-283 26 p.

Research output: Journal Publication › Article › peer-review

Scenarios in an Urban Planning Studio: The Perception of Multidisciplinary Students

Sedrez, M., Cheshmehzangi, A., Xie, L. & Wang, Y., 29 Jun 2024, In: Sustainability (Switzerland). 16, 13, 20 p., 5586.

Research output: Journal Publication › Article › peer-review

Open Access

"See, Hear, Touch, Smell, and,...Eat!": Helping Children Self-Improve Their Food Literacy and Eating Behavior through a Tangible Multi-Sensory Puzzle Game

Cai, X., Jin, K., Shi, S., Huang, S., Huang, O., Wang, X., Cheng, J., Lin, W., Yao, J., Hu, Y., Zhang, C. & Yao, C., 17 Jun 2024, Proceedings of ACM Interaction Design and Children Conference: Inclusive Happiness, IDC 2024. Association for Computing Machinery, Inc, p. 270-281 12 p. (Proceedings of ACM Interaction Design and Children Conference: Inclusive Happiness, IDC 2024).

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

1 Citation (Scopus)

Short-Term and Long-Term Throughput Maximization in Mobile Wireless-Powered Internet of Things

Zheng, K., Luo, R., Wang, Z., Liu, X. & Yao, Y., 15 Mar 2024, In: IEEE Internet of Things Journal. 11, 6, p. 10575-10591 17 p.

Research output: Journal Publication › Article › peer-review

24 Citations (Scopus)

STAR-RIS-Assisted-Full-Duplex Jamming Design for Secure Wireless Communications System

Wen, Y., Chen, G., Fang, S., Chu, Z., Xiao, P. & Tafazolli, R., 2024, In: IEEE Transactions on Information Forensics and Security. 19, p. 4331-4343 13 p.

Research output: Journal Publication › Article › peer-review

Open Access

3 Citations (Scopus)

STAR-RIS-Assisted Physical-Layer Key Generation

Wan, Z., Chu, Z., Mi, D., Wang, H. M., Jin, L. & Huang, K., 1 Jun 2024, In: IEEE Transactions on Vehicular Technology. 73, 6, p. 9165-9170 6 p.

Research output: Journal Publication › Article › peer-review

4 Citations (Scopus)

Stream clustering guided supervised learning for classifying NIDS alerts

Vaarandi, R. & Guerra-Manzanares, A., Jun 2024, In: Future Generation Computer Systems. 155, p. 231-244 14 p.

Research output: Journal Publication › Article › peer-review

6 Citations (Scopus)

Structural Modification Towards Higher Magnetic Flux Density in Radial Rotational Energy Harvester

Zhong, R., Thein, C. K., Yan, J., Xu, J. & Halim, D., 2024, International Conference on Electrical, Computer, Communications and Mechatronics Engineering, ICECCME 2024. Institute of Electrical and Electronics Engineers Inc., (International Conference on Electrical, Computer, Communications and Mechatronics Engineering, ICECCME 2024).

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

Taming Self-Supervised Learning for Presentation Attack Detection: De-Folding and De-Mixing

Kong, Z., Zhang, W., Liu, F., Luo, W., Liu, H., Shen, L. & Ramachandra, R., 2024, In: IEEE Transactions on Neural Networks and Learning Systems. 35, 8, p. 10639-10650 12 p.

Research output: Journal Publication › Article › peer-review

Open Access

3 Citations (Scopus)

The Augmented Intelligence Perspective on Human-in-the-Loop Reinforcement Learning: Review, Concept Designs, and Future Directions

Yau, K. L. A., Saleem, Y., Chong, Y. W., Fan, X., Eyu, J. M. & Chieng, D., 18 Oct 2024, In: IEEE Transactions on Human-Machine Systems. 16 p.

Research output: Journal Publication › Article › peer-review

Theorising moderation in the configurational approach: A guide for identifying and interpreting moderating influences in QCA

Ma, T., Cheng, Y., Guan, Z., Li, B., Hou, F. & Lim, E. T. K., May 2024, In: Information Systems Journal. 34, 3, p. 762-787 26 p.

Research output: Journal Publication › Article › peer-review

12 Citations (Scopus)

Unsupervised fabric defect detection with high-frequency feature mapping

Wan, D., Gao, C., Zhou, J., Shen, X. & Shen, L., Feb 2024, In: Multimedia Tools and Applications. 83, 7, p. 21615-21632 18 p.

Research output: Journal Publication › Article › peer-review

2 Citations (Scopus)

基于HRF-Net的指纹细节点及汗孔统一提取方法

Translated title of the contribution: A Unified Method for Minutiae and Sweat Pore Extraction Using HRF-NetLiu, F., Wang, Q. H., Xiao, Y. F., Wen, J. J., Shen, L. L. & Tan, X., Sept 2024, In: Jisuanji Xuebao/Chinese Journal of Computers. 47, 9, p. 2179-2194 16 p.

Research output: Journal Publication › Article › peer-review

2023

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

Active Thermal Control for Lifetime Equalization in CSI7-based Modular Photovoltaic Integration System

Peng, Q., Buticchi, G., Migliazza, G., Tan, N. M. L., Guenter, S., Carfagna, E. & Fidone, G. L., 2023, 2023 8th IEEE Workshop on the Electronic Grid, eGRID 2023. Institute of Electrical and Electronics Engineers Inc., (2023 8th IEEE Workshop on the Electronic Grid, eGRID 2023).

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

1 Citation (Scopus)

ADATS: Adaptive RoI-Align based Transformer for End-to-End Text Spotting

Huang, Z., Wan, Q., Chen, J., Zhao, X., Ye, K. & Shen, L., 2023, Proceedings - 2023 IEEE International Conference on Multimedia and Expo, ICME 2023. IEEE Computer Society, p. 1403-1408 6 p. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2023-July).

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

3 Citations (Scopus)

A label noise filtering and label missing supplement framework based on game theory

Liu, Y., Yao, R., Jia, S., Wang, F., Wang, R., Ma, R. & Qi, L., Aug 2023, In: Digital Communications and Networks. 9, 4, p. 887-895 9 p.

Research output: Journal Publication › Article › peer-review

Open Access

5 Citations (Scopus)

An Innovative Approach for Energy Transition in China? Chinese National Hydrogen Policies from 2001 to 2020

Yuan, Y. & Tan-Mullins, M., Jan 2023, In: Sustainability (Switzerland). 15, 2, 1265.

Research output: Journal Publication › Article › peer-review

Open Access

10 Citations (Scopus)

A Novel Attitude Feature Extraction Method for Multi-IMU Based Fall Detection System

Chai, X., Lee, B. G., Pike, M., Wu, R. & Wu, X., 2023, 2023 IEEE 3rd International Conference on Power, Electronics and Computer Applications, ICPECA 2023. Institute of Electrical and Electronics Engineers Inc., p. 99-103 5 p. (2023 IEEE 3rd International Conference on Power, Electronics and Computer Applications, ICPECA 2023).

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

3 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 Semi-supervised Learning Application for Hand Posture Classification

Nan, K., Hu, S., Luo, H., Wong, P. & Pourroostaei Ardakani, S., 2023, Big Data Technologies and Applications - 11th and 12th EAI International Conference, BDTA 2021 and BDTA 2022, Proceedings. Hou, R., Huang, H., Zeng, D., Xia, G., A. Ghany, K. K. & Zawbaa, H. M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 137-148 12 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 480 LNICST).

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

Automatic Step Recognition with Video and Kinematic Data for Intelligent Operating Room and Beyond

Chng, C. B., Lin, W., Hu, Y., Hu, Y., Liu, J. & Chui, C. K., 7 Dec 2023, SOICT 2023 - 12th International Symposium on Information and Communication Technology. Association for Computing Machinery, p. 599-606 8 p. (ACM International Conference Proceeding Series).

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

Open Access

A varactor-based 1024-element RIS design for mm-waves

da Silva, L. G., Chu, Z., Xiao, P. & Cerqueira S, A., 2023, In: Frontiers in Communications and Networks. 4, 1086011.

Research output: Journal Publication › Article › peer-review

Open Access

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)

BUMS: A Novel Balanced Multi-Model Machine Learning System for Real-Time Blood Glucose Prediction and Abnormal Glucose Events Detection

Bi, Z. & Kar, P., 2023, 2023 IEEE International Conference on E-Health Networking, Application and Services, Healthcom 2023. Institute of Electrical and Electronics Engineers Inc., p. 13-18 6 p. (2023 IEEE International Conference on E-Health Networking, Application and Services, Healthcom 2023).

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

Can Digital Inclusive Finance Improve the Financial Performance of SMEs?

Yu, W., Huang, H., Kong, X. & Zhu, K., Feb 2023, In: Sustainability (Switzerland). 15, 3, 1867.

Research output: Journal Publication › Article › peer-review

Open Access

6 Citations (Scopus)

Corneal Endothelial Cell Segmentation with Multiple Long-range Dependencies

Zeng, L., Zhang, Y., Higashita, R. & Liu, J., 9 Nov 2023, ICBBE 2023 - Proceedings of the 2023 10th International Conference on Biomedical and Bioinformatics Engineering. Association for Computing Machinery, p. 67-72 6 p. (ACM International Conference Proceeding Series).

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

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)

Critical Perspectives of NGOs on Voluntary Corporate Environmental Reporting: Thai Public Listed Companies

Wichianrak, J., Khan, T., Teh, D. & Dellaportas, S., Apr 2023, In: Sustainability (Switzerland). 15, 7, 6195.

Research output: Journal Publication › Article › peer-review

Open Access

3 Citations (Scopus)

Deep Learning Models for Vaccinology: Predicting T-cell Epitopes in C57BL/6 Mice

Zhen, Z., Wang, Y., Keskin, D. B., Brusic, V., Chitkushev, L. & Zhang, G. L., 2023, Computer Science and Education in Computer Science - 19th EAI International Conference, CSECS 2023, Proceedings. Zlateva, T. & Tuparov, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 182-192 11 p. (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST; vol. 514 LNICST).

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

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

29 Citations (Scopus)

Designing Tangible Lighting for Children to Enhance Visiting Experiences during Museum Touring

Shen, Y., Xue, M. & Wu, J., 13 Nov 2023, Proceedings of the 11th International Symposium of Chinese CHI: Generative, Reflective, Envisioning, Chinese CHI 2023. Association for Computing Machinery, p. 562-566 5 p. (ACM International Conference Proceeding Series).

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

Disentangling consumers’ negative reactions to impulse buying in the context of in-app purchase: Insights from the affect-behavior-cognition model

Zhao, H., Yu, M., Fu, S., Cai, Z., Lim, E. T. K. & Tan, C. W., 1 Nov 2023, In: Electronic Commerce Research and Applications. 62, 101328.

Research output: Journal Publication › Article › peer-review

Open Access

5 Citations (Scopus)

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