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2022

Summary of SWFC-ART: A Cost-effective Approach for Fixed-Size-Candidate-Set Adaptive Random Testing through Small World Graphs

Ashfaq, M., Huang, R., Towey, D., Omari, M., Yashunin, D., Kudjo, P. K. & Zhang, T., 2022, Proceedings - 2022 IEEE 15th International Conference on Software Testing, Verification and Validation, ICST 2022. Institute of Electrical and Electronics Engineers Inc., p. 460 1 p. (Proceedings - 2022 IEEE 15th International Conference on Software Testing, Verification and Validation, ICST 2022).

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

Talk2Face: A Unified Sequence-based Framework for Diverse Face Generation and Analysis Tasks

Li, Y., Hou, X., Zhao, Z., Shen, L., Yang, X. & Yan, K., 10 Oct 2022, MM 2022 - Proceedings of the 30th ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 4594-4604 11 p. (MM 2022 - Proceedings of the 30th ACM International Conference on Multimedia).

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

4 Citations (Scopus)

Text-to-image synthesis with self-supervised learning

Tan, Y. X., Lee, C. P., Neo, M. & Lim, K. M., May 2022, In: Pattern Recognition Letters. 157, p. 119-126 8 p.

Research output: Journal Publication › Article › peer-review

17 Citations (Scopus)

The development of ethically informed standards for intelligent monitoring systems of electric machines

Shang, K., McDonald, S., Buticchi, G. & Brusic, V., 2022, Proceedings - 2022 IEEE 46th Annual Computers, Software, and Applications Conference, COMPSAC 2022. Va Leong, H., Sarvestani, S. S., Teranishi, Y., Cuzzocrea, A., Kashiwazaki, H., Towey, D., Yang, J.-J. & Shahriar, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1598-1605 8 p. (Proceedings - 2022 IEEE 46th Annual Computers, Software, and Applications Conference, COMPSAC 2022).

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

1 Citation (Scopus)

Towards Unsupervised Deep Graph Structure Learning

Liu, Y., Zheng, Y., Zhang, D., Chen, H., Peng, H. & Pan, S., 25 Apr 2022, WWW 2022 - Proceedings of the ACM Web Conference 2022. Association for Computing Machinery, Inc, p. 1392-1403 12 p. (WWW 2022 - Proceedings of the ACM Web Conference 2022).

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

Open Access

141 Citations (Scopus)

Using Metamorphic Relation Violation Regions to Support a Simulation Framework for the Process of Metamorphic Testing

Ying, Z., Bellotti, A., Towey, D., Chen, T. Y. & Zhou, Z. Q., 10 Aug 2022, Proceedings - 2022 IEEE 46th Annual Computers, Software, and Applications Conference, COMPSAC 2022. Va Leong, H., Sarvestani, S. S., Teranishi, Y., Cuzzocrea, A., Kashiwazaki, H., Towey, D., Yang, J.-J. & Shahriar, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1722-1727 6 p. (Proceedings - 2022 IEEE 46th Annual Computers, Software, and Applications Conference, COMPSAC 2022).

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

Open Access

File

4 Citations (Scopus)

90 Downloads (Pure)

Visualizing Disks and Labels with Good Visibility and Correspondence

Poon, S. H. & Yu, J., 2022, Proceedings - 2022 26th International Conference Information Visualisation, IV 2022. Institute of Electrical and Electronics Engineers Inc., p. 27-32 6 p. (Proceedings of the International Conference on Information Visualisation; vol. 2022-July).

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

What Piques users’ curiosity on open innovation platforms? an analysis based on mobile app stores

Liu, X., Jiang, N., Fu, M., Cai, Z., Lim, E. T. K. & Tan, C. W., 26 Jul 2022, (Published Online) In: Information Systems Frontiers. 25, 4, p. 1639-1660 22 p.

Research output: Journal Publication › Article › peer-review

4 Citations (Scopus)

2021

A 3D CNN-based Multi-task Learning for Cataract screening and left and right eye classification on 3D AS-OCT images

Xiao, Z., Zhang, X., Higashita, R., Chen, W., Yuan, J. & Liu, J., 13 Aug 2021, Proceedings of the 2021 3rd International Conference on Intelligent Medicine and Health, ICIMH 2021. Association for Computing Machinery, p. 1-7 7 p. (ACM International Conference Proceeding Series).

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

2 Citations (Scopus)

A Comprehensive Survey on Machine Learning-Based Big Data Analytics for IoT-Enabled Smart Healthcare System

Li, W., Chai, Y., Khan, F., Jan, S. R. U., Verma, S., Menon, V. G., Kavita & Li, X., Feb 2021, In: Mobile Networks and Applications. 26, 1, p. 234-252 19 p.

Research output: Journal Publication › Article › peer-review

Open Access

300 Citations (Scopus)

A Corneal Nerve Segmentation Algorithm Based on Improved ResU-Net

Hao, H., Zhao, K., Su, P., Zhang, H., Zhao, Y. & Liu, J., 2021, In: Computer Engineering. 47, 1, p. 217-223 7 p.

Research output: Journal Publication › Article › peer-review

5 Citations (Scopus)

Adaptive Weighting of Handcrafted Feature Losses for Facial Expression Recognition

Xie, W., Shen, L. & Duan, J., May 2021, In: IEEE Transactions on Cybernetics. 51, 5, p. 2787-2800 14 p., 8786929.

Research output: Journal Publication › Article › peer-review

35 Citations (Scopus)

A Machine Learning-Based Monitoring System for Attention and Stress Detection for Children with Autism Spectrum Disorders

Deng, L., Rattadilok, P. & Xiong, R., 13 Aug 2021, Proceedings of the 2021 3rd International Conference on Intelligent Medicine and Health, ICIMH 2021. Association for Computing Machinery, p. 23-29 7 p. (ACM International Conference Proceeding Series).

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

11 Citations (Scopus)

A Multi-Scale Self-Attention Network for Diabetic Retinopathy Retrieval

Zeng, M., Fang, J., Miao, H., Zhang, T. & Liu, J., 13 Aug 2021, ICCCV 2021 - Proceedings of the 4th International Conference on Control and Computer Vision. Association for Computing Machinery, p. 101-106 6 p. (ACM International Conference Proceeding Series).

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

A Multi-spectral Dataset for Evaluating Motion Estimation Systems

Dai, W., Zhang, Y., Chen, S., Sun, D. & Kong, D., 2021, 2021 IEEE International Conference on Robotics and Automation, ICRA 2021. Institute of Electrical and Electronics Engineers Inc., p. 5560-5566 7 p. (Proceedings - IEEE International Conference on Robotics and Automation; vol. 2021-May).

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

Open Access

8 Citations (Scopus)

A mutual authentication scheme for establishing secure device-to-device communication sessions in the edge-enabled smart cities

Zhang, Y., Cheng, K., Khan, F., Alturki, R., Khan, R. & Rehman, A. U., May 2021, In: Journal of Information Security and Applications. 58, 102683.

Research output: Journal Publication › Article › peer-review

13 Citations (Scopus)

An effective content-based event recommendation model

Trinh, T., Wu, D., Wang, R. & Huang, J. Z., May 2021, In: Multimedia Tools and Applications. 80, 11, p. 16599-16618 20 p.

Research output: Journal Publication › Article › peer-review

18 Citations (Scopus)

An Iterative Deviation-based Ranking Method to Evaluate User Reputation in Online Rating Systems

Huang, J. T., Sun, H. L., Chen, X. F., Liu, X. L. & Cao, J., 23 Jul 2021, 2021 4th International Conference on Data Science and Information Technology, DSIT 2021. Association for Computing Machinery, p. 15-21 7 p. (ACM International Conference Proceeding Series).

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

4 Citations (Scopus)

A novel webpage layout aesthetic evaluation model for quantifying webpage layout design

Wan, H., Ji, W., Wu, G., Jia, X., Zhan, X., Yuan, M. & Wang, R., Oct 2021, In: Information Sciences. 576, p. 589-608 20 p.

Research output: Journal Publication › Article › peer-review

25 Citations (Scopus)

Approximation to Object Conditional Validity with Inductive Conformal Predictors

Bellotti, A., 2021, In: Proceedings of Machine Learning Research. 152, p. 4-23 20 p.

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

2 Citations (Scopus)

A size adaptive neural network for nucleus segmentation

Shu, J., Gao, Q., Guan, Y. & Zhang, Q., 26 Feb 2021, 2021 5th International Conference on Digital Signal Processing, ICDSP 2021. Association for Computing Machinery, p. 315-319 5 p. (ACM International Conference Proceeding Series).

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

A three-step classification framework to handle complex data distribution for radar UAV detection

Ren, J. & Jiang, X., Mar 2021, In: Pattern Recognition. 111, 107709.

Research output: Journal Publication › Article › peer-review

Open Access

File

23 Citations (Scopus)

91 Downloads (Pure)

Binarized graph neural network

Wang, H., Lian, D., Zhang, Y., Qin, L., He, X., Lin, Y. & Lin, X., May 2021, In: World Wide Web. 24, 3, p. 825-848 24 p.

Research output: Journal Publication › Article › peer-review

23 Citations (Scopus)

Blockchain-based mobile edge computing system

Li, G., Ren, X., Wu, J., Ji, W., Yu, H., Cao, J. & Wang, R., Jun 2021, In: Information Sciences. 561, p. 70-80 11 p.

Research output: Journal Publication › Article › peer-review

27 Citations (Scopus)

BuildSenSys: Reusing Building Sensing Data for Traffic Prediction with Cross-Domain Learning

Fan, X., Xiang, C., Chen, C., Yang, P., Gong, L., Song, X., Nanda, P. & He, X., 1 Jun 2021, In: IEEE Transactions on Mobile Computing. 20, 6, p. 2154-2171 18 p., 9018140.

Research output: Journal Publication › Article › peer-review

Open Access

48 Citations (Scopus)

Cluster synchronization of heterogeneous nonlinear multi-agent systems with actuator faults and IQCs through adaptive fault-tolerant pinning control

Guo, X. G., Liu, P. M., Li, H. J., Wang, J. L. & Ahn, C. K., Oct 2021, In: Information Sciences. 575, p. 289-305 17 p.

Research output: Journal Publication › Article › peer-review

13 Citations (Scopus)

Convolutional neural network with spatial pyramid pooling for hand gesture recognition

Tan, Y. S., Lim, K. M., Tee, C., Lee, C. P. & Low, C. Y., May 2021, In: Neural Computing and Applications. 33, 10, p. 5339-5351 13 p.

Research output: Journal Publication › Article › peer-review

74 Citations (Scopus)

Creating a virtual reality OER application to teach web accessibility

Tang, C., Gill, A., Pike, M. & Towey, D., Jul 2021, Proceedings - 2021 IEEE 45th Annual Computers, Software, and Applications Conference, COMPSAC 2021. Chan, W. K., Claycomb, B., Takakura, H., Yang, J.-J., Teranishi, Y., Towey, D., Segura, S., Shahriar, H., Reisman, S. & Ahamed, S. I. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1137-1142 6 p. (Proceedings - 2021 IEEE 45th Annual Computers, Software, and Applications Conference, COMPSAC 2021).

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

8 Citations (Scopus)

DeepF0: End-to-end fundamental frequency estimation for music and speech signals

Singh, S., Wang, R. & Qiu, Y., 2021, In: Proceedings - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing. 2021-June, p. 61-65 5 p.

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

Open Access

30 Citations (Scopus)

Deep learning based neuronal soma detection and counting for Alzheimer's disease analysis

Li, Q., Zhang, Y., Liang, H., Gong, H., Jiang, L., Liu, Q. & Shen, L., May 2021, In: Computer Methods and Programs in Biomedicine. 203, 106023.

Research output: Journal Publication › Article › peer-review

14 Citations (Scopus)

Delving into the Scale Variance Problem in Object Detection

Chen, J., Zhao, X. & Shen, L., 2021, Proceedings - 2021 IEEE 33rd International Conference on Tools with Artificial Intelligence, ICTAI 2021. IEEE Computer Society, p. 902-909 8 p. (Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI; vol. 2021-November).

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

Open Access

2 Citations (Scopus)

Depth aware image dehazing

Yang, F. & Zhang, Q., 19 Mar 2021, (Published Online) In: Visual Computer. 38, 5, p. 1579-1587 9 p.

Research output: Journal Publication › Article › peer-review

13 Citations (Scopus)

Design, modelling and validation of a novel extra slender continuum robot for in-situ inspection and repair in aeroengine

Wang, M., Dong, X., Ba, W., Mohammad, A., Axinte, D. & Norton, A., Feb 2021, In: Robotics and Computer-Integrated Manufacturing. 67, 102054.

Research output: Journal Publication › Article › peer-review

Open Access

135 Citations (Scopus)

DISCOVERY OF TEMPORAL VARIATIONS OF PUBLIC BIKE RIDERSHIP USING INTERNET OF THINGS FOR BUILDING SMART CITY

Lyu, C., Bie, J. & Wang, H., 2021, (Accepted/In press) In: Microprocessors and Microsystems.

Research output: Journal Publication › Article › peer-review

4 Citations (Scopus)

DVFS-Based Quality Maximization for Adaptive Applications with Diminishing Return

Yu, H., Ha, Y., Veeravalli, B., Chen, F. & El-Sayed, H., 1 May 2021, In: IEEE Transactions on Computers. 70, 5, p. 803-816 14 p., 9103045.

Research output: Journal Publication › Article › peer-review

Open Access

6 Citations (Scopus)

Editorial

Xing, L., Wang, R., Peng, Z. & Rong, H., 2021, In: International Journal of Automation and Control. 15, 4-5, p. 403-405 3 p.

Research output: Journal Publication › Editorial

Editorial: Machine Learning and Big Data Analytics for IoT-Enabled Smart Cities

Jan, M. A., He, X., Song, H. & Babar, M., Feb 2021, In: Mobile Networks and Applications. 26, 1, p. 156-158 3 p.

Research output: Journal Publication › Editorial

Open Access

8 Citations (Scopus)

Effect of Sensory-based Technologies on Atypical Sensory Responses of Children with Autism Spectrum Disorder: A Systematic Review

Deng, L., Rattadilok, P., Saputra Hadian, G. & Liu, H., 21 Aug 2021, ICSET 2021 - 2021 5th International Conference on E-Society, E-Education and E-Technology. Association for Computing Machinery, p. 208-218 11 p. (ACM International Conference Proceeding Series).

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

1 Citation (Scopus)

Estimation of Transverse Natural Frequencies of a Rotor System Using the Rayleigh-Ritz Method with the Gram-Schmidt Orthogonalization

Ran, L., Halim, D., Thein, C. K. & Galea, M., 3 Dec 2021, Proceedings - 2021 International Conference on Mechanical, Aerospace and Automotive Engineering, CMAAE 2021. New York: Association for Computing Machinery, p. 132-137 6 p. (ACM International Conference Proceeding Series).

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

Evaluating user reputation of online rating systems by rating statistical patterns

Sun, H. L., Liang, K. P., Liao, H. & Chen, D. B., 11 May 2021, In: Knowledge-Based Systems. 219, 106895.

Research output: Journal Publication › Article › peer-review

21 Citations (Scopus)

Experimental Investigation into the Effect of Coupling on Transverse Vibration Characteristics of a Rotor System

Ran, L., Halim, D., Thein, C. K. & Galea, M., 3 Dec 2021, Proceedings - 2021 International Conference on Mechanical, Aerospace and Automotive Engineering, CMAAE 2021. Association for Computing Machinery, p. 138-143 6 p. (ACM International Conference Proceeding Series).

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

1 Citation (Scopus)

Exploring the attractiveness of service robots in the hospitality industry: analysis of online reviews

Park, H., Jiang, S., Lee, O. K. D. & Chang, Y., 2021, (Accepted/In press) In: Information Systems Frontiers. 26, 1, p. 41-61 21 p.

Research output: Journal Publication › Article › peer-review

22 Citations (Scopus)

EZPlugIn: Plug-n-play framework for a heterogeneous iot infrastructure for smart home

Kar, P. & Wang, H., Sept 2021, In: IEEE Internet of Things Magazine. 4, 3, p. 104-108 5 p.

Research output: Journal Publication › Article › peer-review

2 Citations (Scopus)

Face hallucination based on cluster consistent dictionary learning

Li, M., He, X., Lam, K. M., Zhang, K. & Jing, J., Oct 2021, In: IET Image Processing. 15, 12, p. 2841-2853 13 p.

Research output: Journal Publication › Article › peer-review

Open Access

1 Citation (Scopus)

FS-Net: Fast Shape-based Network for Category-Level 6D Object Pose Estimation with Decoupled Rotation Mechanism

Chen, W., Jia, X., Chang, H. J., Duan, J., Shen, L. & Leonardis, A., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 1581-1590 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

Open Access

148 Citations (Scopus)

FuzzyDCNN: Incorporating Fuzzy Integral Layers to Deep Convolutional Neural Networks for Image Segmentation

Lin, Q., Chen, X., Chen, C. & Garibaldi, J. M., 11 Jul 2021, IEEE CIS International Conference on Fuzzy Systems 2021, FUZZ 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-7 (IEEE International Conference on Fuzzy Systems; vol. 2021-July).

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

4 Citations (Scopus)

GazeFlow: Gaze Redirection with Normalizing Flows

Wu, Y., Liang, H., Hou, X. & Shen, L., 18 Jul 2021, IJCNN 2021 - International Joint Conference on Neural Networks, Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks; vol. 2021-July).

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

1 Citation (Scopus)

Group-wise Inhibition based Feature Regularization for Robust Classification

Liu, H., Wu, H., Xie, W., Liu, F. & Shen, L., 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021. Institute of Electrical and Electronics Engineers Inc., p. 468-476 9 p. (Proceedings of the IEEE International Conference on Computer Vision).

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

Open Access

10 Citations (Scopus)

Identify Spammers in Rating Systems Using Multi-layer Graph Convolutional Network

Huang, J. T., Sun, H. L., Cao, J. & Yi, L., 14 Dec 2021, Proceedings of 2021 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology Workshops and Special Sessions, WI-IAT 2021. Gao, X., Huang, G., Cao, J., Cao, J. & Deng, K. (eds.). Association for Computing Machinery, p. 340-346 7 p. (ACM International Conference Proceeding Series).

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

2 Citations (Scopus)

Image synthesis with adversarial networks: A comprehensive survey and case studies

Shamsolmoali, P., Zareapoor, M., Granger, E., Zhou, H., Wang, R., Celebi, M. E. & Yang, J., Aug 2021, In: Information Fusion. 72, p. 126-146 21 p.

Research output: Journal Publication › Short survey › peer-review

Open Access

124 Citations (Scopus)

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