淘料视频

Prof Ruili Wang staff profile picture

Contact details +6492136258

Prof Ruili Wang PhD

Professor of Information Sciences

Doctoral Mentor Supervisor
School of Mathematical and Computational Sciences

/rwang

Professor of Artificial Intelligence and Chair of Research in the School of Natural and Computational Sciences. My research areas include image and video processig, speech and natural language processing, machine learning and deep learning, data mining and big data. I have supervised more than 20 PhD students to completion. I have published over 150 papers.

I am an Associate Editor (or Editor Board member) for the jounals of IEEE Transactions on Emerging Topics in Computational Intelligence, Neurocomputing (Elsevier), Applied Soft Computing (Elsevier), Knowledge and Information Systems (Springer), Health Information Science and Systems (Springer), and Complex and Intelligent Systems (Springer).

Professional

Qualifications

  • Doctor of Philosophy - Dublin City University (2013)

Certifications and Registrations

  • Licence, Mentor Supervisor, 淘料视频

Prizes and Awards

  • Best paper award - The 20th International Conference on Algorithms and Architectures for Parallel Processing (2020)

Research Expertise

Research Interests

  • Artificial Intelligence
    1. Speech Processing (e.g., Maori Speech Recognition, Speech Emotion)
    2. Language Processing (e.g. sentiment analysis, machine translation)
    3. Image Processing
    4. Big data
    5. Intelligent Systems (e.g.,  intelligent tutoring systems)
    6. Computer vision

Thematics

21st Century Citizenship

Area of Expertise

Field of research codes
Artificial Intelligence and Image Processing (080100): Computer Vision (080104):
Electrical and Electronic Engineering (090600): Engineering (090000):
Information And Computing Sciences (080000): Natural Language Processing (080107):
Signal Processing (090609)

Keywords

  • Artificial Intelligence
    1. Speech Processing 
    2. Language Processing 
    3. Image Processing
    4. Big data
    5. Intelligent Systems
    6. Computer vision  

Research Projects

Current Projects

Project Title: Natural Language Processing for Q & A in Indigenous/Vernacular Languages

Date Range: 2020 - 2025

Funding Body: Ministry of Business, Innovation and Employment

Project Team:

Completed Projects

Project Title: No longer lost in Recognition: Development of Novel Large-Vocabulary Continuos Speech Recognition Techniques

Date Range: 2014 - 2018

Funding Body: Royal Society of New Zealand

Project Team:

Research Outputs

Journal

Zhao, F., Liu, M., Xiang, M., Li, D., Jiang, X., Jin, X., . . . Wang, R. (2024). Unsupervised and Self-supervised Learning in Low-Dose Computed Tomography Denoising: Insights from Training Strategies.. Journal of Imaging Informatics in Medicine. Latest Articles Retrieved from https://link.springer.com/article/10.1007/s10278-024-01213-8
[Journal article]Authored by: Wang, R.
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Kong, L., Li, G., Rafique, W., Shen, S., He, Q., Khosravi, MR., . . . Qi, L. (2024). Time-Aware Missing Healthcare Data Prediction Based on ARIMA Model. IEEE/ACM Transactions on Computational Biology and Bioinformatics. 21(4), 1042-1050
[Journal article]Authored by: Wang, R.
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Jia, X., Wang, R., Lu, Y., Liu, JH., & Pan, Z. (2024). Investigation of continuance stream-watching intention: an empirical study. Information Technology and Management.
[Journal article]Authored by: Wang, R.
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Yin, J., Zhong, A., Xiao, X., Wang, R., & Huang, JZ. (2024). An asset subset-constrained minimax optimization framework for online portfolio selection. Expert Systems with Applications. 254
[Journal article]Authored by: Wang, R.
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Wang, Y., Wang, R., He, X., Lin, C., Wang, T., Jia, Q., . . . Fan, X. (2024). WBNet: Weakly-supervised salient object detection via scribble and pseudo-background priors. Pattern Recognition. 154
[Journal article]Authored by: Wang, R.
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Tang, X., Xu, W., Li, K., Han, M., Ma, Z., & Wang, R. (2024). PIAENet: Pyramid integration and attention enhanced network for object detection. Information Sciences. 670
[Journal article]Authored by: Wang, R.
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Jiang, T., Wang, Y., Hou, F., & Wang, R. (2024). IENet: inheritance enhancement network for video salient object detection. Multimedia Tools and Applications. 83(28), 72007-72026
[Journal article]Authored by: Wang, R.
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Sun, W., Ma, Y., & Wang, R. (2024). k-NN attention-based video vision transformer for action recognition. Neurocomputing. 574
[Journal article]Authored by: Wang, R.
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Hou, F., Wang, R., Ng, SK., Zhu, F., Witbrock, M., Cahan, SF., . . . Jia, X. (2024). Anisotropic span embeddings and the negative impact of higher-order inference for coreference resolution: An empirical analysis. Natural Language Engineering.
[Journal article]Authored by: Hou, F., Wang, R.
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Tian, Y., Fu, H., Wang, H., Liu, Y., Xu, Z., Chen, H., . . . Wang, R. (2024). RGB oralscan video-based orthodontic treatment monitoring. Science China Information Sciences. 67(1)
[Journal article]Authored by: Wang, R.
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Ma, Y., Wang, R., Zong, M., Ji, W., Wang, Y., & Ye, B. (2024). Convolutional transformer network for fine-grained action recognition. Neurocomputing. 569
[Journal article]Authored by: Wang, R.
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4
Singh, S., Hou, F., & Wang, R. (2024). Real and synthetic Punjabi speech datasets for automatic speech recognition. Data in Brief. 52
[Journal article]Authored by: Wang, R.
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1
Ma, Y., & Wang, R. (2024). Relative-position embedding based spatially and temporally decoupled Transformer for action recognition. Pattern Recognition. 145
[Journal article]Authored by: Wang, R.
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Tang, Z., Chen, G., Wang, R., Miao, Z., Dai, M., Ma, Y., . . . Liao, X. (2024). CD3IS: cross dimensional 3D instance segmentation network for production workshop. Journal of Intelligent Manufacturing. 35(7), 3273-3289
[Journal article]Authored by: Wang, R.
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Zhang, G., Fang, W., Zheng, Y., & Wang, R. (2024). SDBAD-Net: A Spatial Dual-Branch Attention Dehazing Network Based on Meta-Former Paradigm. IEEE Transactions on Circuits and Systems for Video Technology. 34(1), 60-70
[Journal article]Authored by: Wang, R.
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15
Tian, Y., Xu, Z., Ma, Y., Ding, W., Wang, R., Gao, Z., . . . Zhao, X. (2023). Survey on deep learning in multimodal medical imaging for cancer detection. Neural Computing and Applications.
[Journal article]Authored by: Wang, R.
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3
Tian, Y., Jian, G., Wang, J., Chen, H., Pan, L., Xu, Z., . . . Wang, R. (2023). A Revised Approach to Orthodontic Treatment Monitoring From Oralscan Video. IEEE Journal of Biomedical and Health Informatics. 27(12), 5827-5836
[Journal article]Authored by: Wang, R.
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2
Guo, T., Hou, F., Pang, Y., Jia, X., Wang, Z., & Wang, R. (2023). Learning and integration of adaptive hybrid graph structures for multivariate time series forecasting. Information Sciences. 648
[Journal article]Authored by: Wang, R.
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3
Li, X., Wang, Y., Wang, T., & Wang, R. (2023). Spatial frequency enhanced salient object detection. Information Sciences. 647
[Journal article]Authored by: Wang, R.
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2
Chen, Z., Liu, C., Zhang, K., Chen, Y., Wang, R., & Shi, X. (2023). Underwater-image super-resolution via range-dependency learning of multiscale features. Computers and Electrical Engineering. 110
[Journal article]Authored by: Wang, R.
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Zhao, F., Liu, M., Gao, Z., Jiang, X., Wang, R., & Zhang, L. (2023). Dual-scale similarity-guided cycle generative adversarial network for unsupervised low-dose CT denoising. Computers in Biology and Medicine. 161
[Journal article]Authored by: Wang, R.
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Yang, T., Liang, J., Pang, Y., Xie, P., Qian, Y., & Wang, R. (2023). An efficient feature selection algorithm based on the description vector and hypergraph. Information Sciences. 629, 746-759
[Journal article]Authored by: Wang, R.
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3
Zong, M., Wang, R., Ma, Y., & Ji, W. (2023). Spatial and temporal saliency based four-stream network with multi-task learning for action recognition. Applied Soft Computing. 132
[Journal article]Authored by: Wang, R.
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17
Hou, F., Wang, R., Ng, SK., Witbrock, M., Zhu, F., & Jia, X. (2023). Exploiting anonymous entity mentions for named entity linking. Knowledge and Information Systems. 65(3), 1221-1242
[Journal article]Authored by: Hou, F., Wang, R.
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2
Liu, Y., Yao, R., Jia, S., Wang, F., Wang, R., Ma, R., . . . Qi, L. (2023). A label noise filtering and label missing supplement framework based on game theory. Digital Communications and Networks. 9(4), 887-895
[Journal article]Authored by: Wang, R.
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5
Wang, R., Hou, F., Cahan, SF., Chen, L., Jia, X., & Ji, W. (2023). Fine-Grained Entity Typing With a Type Taxonomy: A Systematic Review. IEEE Transactions on Knowledge and Data Engineering. 35(5), 4794-4812
[Journal article]Authored by: Hou, F., Wang, R.
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2
Ma, Z., Bullen, C., Chu, JTW., Wang, R., Wang, Y., & Singh, S. (2023). Towards the Objective Speech Assessment of Smoking Status based on Voice Features: A Review of the Literature. Journal of Voice. 37(2), 300.e11-300.e20
[Journal article]Authored by: Wang, R.
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5
Liu, H., Liu, M., Li, D., Zheng, W., Yin, L., & Wang, R. (2022). Recent Advances in Pulse-Coupled Neural Networks with Applications in Image Processing. Electronics (Switzerland). 11(20)
[Journal article]Authored by: Wang, R.
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82
Li, Y., Wang, R., Fang, Y., Sun, M., & Luo, Z. (2023). Alternating Direction Method of Multipliers for Convolutive Non-Negative Matrix Factorization. IEEE Transactions on Cybernetics. 53(12), 7735-7748
[Journal article]Authored by: Wang, R.
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Gai, K., Fang, Z., Wang, R., Zhu, L., Jiang, P., & Choo, KKR. (2022). Edge Computing and Lightning Network Empowered Secure Food Supply Management. IEEE Internet of Things Journal. 9(16), 14247-14259
[Journal article]Authored by: Wang, R.
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16
Liu, T., Ma, Y., Yang, W., Ji, W., Wang, R., & Jiang, P. (2022). Spatial-temporal interaction learning based two-stream network for action recognition. Information Sciences. 606, 864-876
[Journal article]Authored by: Wang, R.
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42
Yang, Y., Wang, L., Huang, M., Zhu, Q., & Wang, R. (2022). Polarization imaging based bruise detection of nectarine by using ResNet-18 and ghost bottleneck. Postharvest Biology and Technology. 189
[Journal article]Authored by: Wang, R.
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21
Li, Y., Jia, X., Wang, R., Qi, J., Jin, H., Chu, X., . . . Mu, W. (2022). A new oversampling method and improved radial basis function classifier for customer consumption behavior prediction. Expert Systems with Applications. 199
[Journal article]Authored by: Wang, R.
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15
Qiu, Y., Wang, R., Hou, F., Singh, S., Ma, Z., & Jia, X. (2022). Adversarial multi-task learning with inverse mapping for speech enhancement. Applied Soft Computing. 120
[Journal article]Authored by: Hou, F., Wang, R.
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10
Jia, X., Wang, R., Liu, JH., & Jiang, C. (2022). Discovery of behavioral patterns in online social commerce practice. Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery. 12(1)
[Journal article]Authored by: Wang, R.
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Yin, J., Wang, R., Guo, Y., Bai, Y., Ju, S., Liu, W., . . . Huang, JZ. (2022). Wealth Flow Model: Online Portfolio Selection Based on Learning Wealth Flow Matrices. ACM Transactions on Knowledge Discovery from Data. 16(2)
[Journal article]Authored by: Wang, R.
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6
Liang, H., Ji, W., Wang, R., Ma, Y., Chen, J., & Chen, M. (2022). A Scene-Dependent Sound Event Detection Approach Using Multi-Task Learning. IEEE Sensors Journal. 22(18), 17483-17489
[Journal article]Authored by: Wang, R.
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9
Li, H., Qu, K., Rong, W., Tuo, X., Lu, J., Wang, R., . . . Courtois, J. (2021). Polargui: A matlab-based tool for polarization analysis of the three-component seismic data using different algorithms. Seismological Research Letters. 92(6), 3821-3831
[Journal article]Authored by: Wang, R.
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4
Xing, L., Wang, R., Peng, Z., & Rong, H. (2021). Editorial. International Journal of Automation and Control. 15(4-5), 403-405
[Journal article]Authored by: Wang, R.
Wan, H., Ji, W., Wu, G., Jia, X., Zhan, X., Yuan, M., . . . Wang, R. (2021). A novel webpage layout aesthetic evaluation model for quantifying webpage layout design. Information Sciences. 576, 589-608
[Journal article]Authored by: Wang, R.
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23
Wang, L., Yuan, X., Zong, M., Ma, Y., Ji, W., Liu, M., . . . Wang, R. (2021). Multi-cue based four-stream 3D ResNets for video-based action recognition. Information Sciences. 575, 654-665
[Journal article]Authored by: Wang, R.
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20
Ji, W., & Wang, R. (2021). A Multi-instance Multi-label Dual Learning Approach for Video Captioning. ACM Transactions on Multimedia Computing, Communications and Applications. 17(2s)
[Journal article]Authored by: Wang, R.
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22
Shamsolmoali, P., Zareapoor, M., Zhou, H., Wang, R., & Yang, J. (2021). Road Segmentation for Remote Sensing Images Using Adversarial Spatial Pyramid Networks. IEEE Transactions on Geoscience and Remote Sensing. 59(6), 4673-4688
[Journal article]Authored by: Wang, R.
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93
Hou, F., Wang, R., & Zhou, Y. (2021). Transfer learning for fine-grained entity typing. Knowledge and Information Systems. 63(4), 845-866
[Journal article]Authored by: Hou, F., Wang, R.
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7
Shamsolmoali, P., Zareapoor, M., Granger, E., Zhou, H., Wang, R., Celebi, ME., . . . Yang, J. (2021). Image synthesis with adversarial networks: A comprehensive survey and case studies. Information Fusion. 72, 126-146
[Journal article]Authored by: Wang, R.
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104
Li, G., Ren, X., Wu, J., Ji, W., Yu, H., Cao, J., . . . Wang, R. (2021). Blockchain-based mobile edge computing system. Information Sciences. 561, 70-80
[Journal article]Authored by: Wang, R.
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26
Zong, M., Wang, R., Chen, X., Chen, Z., & Gong, Y. (2021). Motion saliency based multi-stream multiplier ResNets for action recognition. Image and Vision Computing. 107
[Journal article]Authored by: Wang, R.
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46
Ji, W., Pang, Y., Jia, X., Wang, Z., Hou, F., Song, B., . . . Wang, R. (2021). Fuzzy rough sets and fuzzy rough neural networks for feature selection: A review. Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery. 11(3)
[Journal article]Authored by: Hou, F., Wang, R.
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43
3
Zong, M., Wang, R., Chen, Z., Wang, M., Wang, X., & Potgieter, J. (2021). Multi-cue based 3D residual network for action recognition. Neural Computing and Applications. 33(10), 5167-5181
[Journal article]Authored by: Wang, R.
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11
Trinh, T., Wu, D., Wang, R., & Huang, JZ. (2021). An effective content-based event recommendation model. Multimedia Tools and Applications. 80(11), 16599-16618
[Journal article]Authored by: Wang, R.
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17
Ma, J., Wang, R., Ji, W., Zhao, J., Zong, M., & Gilman, A. (2021). Robust multi-view continuous subspace clustering. Pattern Recognition Letters. 150, 306-312
[Journal article]Authored by: Wang, R.
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5
Shamsolmoali, P., Celebi, ME., & Wang, R. (2020). Advances in deep learning for real-time image and video reconstruction and processing. Journal of Real-Time Image Processing. 17(6), 1883-1884
[Journal article]Authored by: Wang, R.Edited by: Wang, R.
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5
Tian, Y., Zhang, Y., Zhou, D., Cheng, G., Chen, WG., & Wang, R. (2020). Triple attention network for video segmentation. Neurocomputing. 417, 202-211
[Journal article]Authored by: Wang, R.
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Liu, Z., Li, Z., Wang, R., Zong, M., & Ji, W. (2020). Spatiotemporal saliency-based multi-stream networks with attention-aware LSTM for action recognition. Neural Computing and Applications. 32(18), 14593-14602
[Journal article]Authored by: Wang, R.
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29
Shamsolmoali, P., Celebi, ME., & Wang, R. (2020). Deep learning approaches for real-time image super-resolution. Neural Computing and Applications. 32(18), 14519-14520
[Journal article]Authored by: Wang, R.Edited by: Wang, R.
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Wang, R., & Ji, W. (2020). Computational Intelligence for Information Security: A Survey. IEEE Transactions on Emerging Topics in Computational Intelligence. 4(5), 616-629
[Journal article]Authored by: Wang, R.
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19
Wang, L., Zhang, X., Wang, R., Yan, C., Kou, H., & Qi, L. (2020). Diversified service recommendation with high accuracy and efficiency. Knowledge-Based Systems. 204
[Journal article]Authored by: Wang, R.
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64
Liu, M., Jiang, X., Zhao, F., Feng, X., & Wang, R. (2020). A fast adaptive blockchain consensus algorithm via WLAN mesh network. Journal of Internet Technology. 21(2), 523-533
[Journal article]Authored by: Wang, R.
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Zheng, H., Wang, R., Ji, W., Zong, M., Wong, WK., Lai, Z., . . . Lv, H. (2020). Discriminative deep multi-task learning for facial expression recognition. Information Sciences. 533, 60-71
[Journal article]Authored by: Wang, R.
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Zhong, W., Yin, X., Zhang, X., Li, S., Dou, W., Wang, R., . . . Qi, L. (2020). Multi-dimensional quality-driven service recommendation with privacy-preservation in mobile edge environment. Computer Communications. 157, 116-123
[Journal article]Authored by: Wang, R.
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76
Yin, J., Wang, R., Ju, S., Bai, Y., & Huang, JZ. (2020). An asymptotic statistical learning algorithm for prediction of key trading events. IEEE Intelligent Systems. 35(2), 25-35
[Journal article]Authored by: Wang, R.
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Li, X., Wu, Y., Zhang, W., Wang, R., & Hou, F. (2020). Deep learning methods in real-time image super-resolution: a survey. Journal of Real-Time Image Processing. 17(6), 1885-1909
[Journal article]Authored by: Hou, F., Wang, R.
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Wang, R., Weng, J., & Zhu, X. (2020). Deep understanding of big multimedia data. Neurocomputing. 391, 189-190
[Journal article]Authored by: Wang, R.Edited by: Wang, R.
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Chen, Z., Wang, R., Yu, M., Gao, H., Li, Q., & Wang, H. (2020). Spatial–temporal multi-task learning for salient region detection. Pattern Recognition Letters. 132, 76-83
[Journal article]Authored by: Wang, R.
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3
Yang, Y., Liu, M., Zhou, Q., Zhou, H., & Wang, R. (2024). A Blockchain Based Data Monitoring and Sharing Approach for Smart Grids. IEEE Access.
[Journal article]Authored by: Wang, R.
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Chen, Q., Wang, W., Wu, F., De, S., Wang, R., Zhang, B., . . . Huang, X. (2019). A Survey on an Emerging Area: Deep Learning for Smart City Data. IEEE Transactions on Emerging Topics in Computational Intelligence. 3(5), 392-410
[Journal article]Authored by: Wang, R.
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Shamsolmoali, P., Zareapoor, M., Wang, R., Zhou, H., & Yang, J. (2019). A Novel Deep Structure U-Net for Sea-Land Segmentation in Remote Sensing Images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 12(9), 3219-3232
[Journal article]Authored by: Wang, R.
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Shamsolmoali, P., Li, X., & Wang, R. (2019). Single image resolution enhancement by efficient dilated densely connected residual network. Signal Processing: Image Communication. 79, 13-23
[Journal article]Authored by: Wang, R.
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Li, H., Tuo, X., Wang, R., & Courtois, J. (2019). A reliable strategy for improving automatic first-arrival picking of high-noise three-component microseismic data. Seismological Research Letters. 90(3), 1336-1345
[Journal article]Authored by: Wang, R.
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Shamsolmoali, P., Zareapoor, M., Wang, R., Jain, DK., & Yang, J. (2019). G-GANISR: Gradual generative adversarial network for image super resolution. Neurocomputing. 366, 140-153
[Journal article]Authored by: Wang, R.
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59
Liu, M., He, M., Qiao, S., Liu, B., Cao, Z., & Wang, R. (2019). A high-order state-of-charge estimation model by cubature particle filter. Measurement: Journal of the International Measurement Confederation. 146, 35-42
[Journal article]Authored by: Wang, R.
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Jiang, X., Liu, M., Yang, C., Liu, Y., & Wang, R. (2019). A blockchain-based authentication protocol for WLAN mesh security access. Computers, Materials and Continua. 58(1), 45-59
[Journal article]Authored by: Wang, R.
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Li, J., Dai, B., Li, X., Wang, R., Xu, X., Jiang, B., . . . Di, Y. (2019). An interaction-aware predictive motion planner for unmanned ground vehicles in dynamic street scenarios. International Journal of Robotics and Automation. 34(3), 203-215
[Journal article]Authored by: Wang, R.
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Zhang, J., Pan, Y., Wang, R., Fang, Y., & Yang, H. (2019). Multi-agent planning under uncertainty with monte carlo Q-value function. Applied Sciences (Switzerland). 9(7)
[Journal article]Authored by: Wang, R.
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Chen, Z., Wang, R., Ji, W., Zong, M., Fan, T., & Wang, H. (2019). A novel monocular calibration method for underwater vision measurement. Multimedia Tools and Applications. 78(14), 19437-19455
[Journal article]Authored by: Wang, R.
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Liu, M., He, M., Wang, R., & Li, S. (2019). A new local density and relative distance based spectrum clustering. Knowledge and Information Systems. 61(2), 965-985
[Journal article]Authored by: Wang, R.
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Chen, Z., Wang, R., Zhang, Z., Wang, H., & Xu, L. (2019). Background–foreground interaction for moving object detection in dynamic scenes. Information Sciences. 483, 65-81
[Journal article]Authored by: Wang, R.
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43
Ma, J., Wang, R., Ji, W., Zheng, H., Zhu, E., & Yin, J. (2019). Relational recurrent neural networks for polyphonic sound event detection. Multimedia Tools and Applications. 78(20), 29509-29527
[Journal article]Authored by: Wang, R.
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Qin, X., Ji, W., Wang, R., & Yuan, CA. (2019). Learnt dictionary based active learning method for environmental sound event tagging. Multimedia Tools and Applications. 78(20), 29493-29508
[Journal article]Authored by: Wang, R.
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Qi, L., Wang, R., Hu, C., Li, S., He, Q., & Xu, X. (2019). Time-aware distributed service recommendation with privacy-preservation. Information Sciences. 480, 354-364
[Journal article]Authored by: Wang, R.
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134
He, M., Liu, M., Wang, R., Jiang, X., Liu, B., & Zhou, H. (2019). Particle swarm optimization with damping factor and cooperative mechanism. Applied Soft Computing Journal. 76, 45-52
[Journal article]Authored by: Wang, R.
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Zhou, Y., De, S., Wang, W., Wang, R., & Moessner, K. (2018). Missing Data Estimation in Mobile Sensing Environments. IEEE Access. 6, 69869-69882
[Journal article]Authored by: Wang, R.
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Jiang, X., Liu, M., Yang, K., Liu, Y., & Wang, R. (2018). A Security Sandbox Approach of Android Based on Hook Mechanism. Security and Communication Networks. 2018
[Journal article]Authored by: Wang, R.
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Qi, L., Meng, S., Zhang, X., Wang, R., Xu, X., Zhou, Z., . . . Dou, W. (2018). An exception handling approach for privacy-preserving service recommendation failure in a cloud environment. Sensors (Switzerland). 18(7)
[Journal article]Authored by: Wang, R.
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Zhang, S., Li, X., Zong, M., Zhu, X., & Wang, R. (2018). Efficient kNN classification with different numbers of nearest neighbors. IEEE Transactions on Neural Networks and Learning Systems. 29(5), 1774-1785
[Journal article]Authored by: Wang, R.
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Wang, R., Ji, W., Liu, M., Wang, X., Weng, J., Deng, S., . . . Yuan, CA. (2018). Review on mining data from multiple data sources. Pattern Recognition Letters. 109, 120-128
[Journal article]Authored by: Wang, R.
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79
Wang, R., Ji, W., & Song, B. (2018). Durable relationship prediction and description using a large dynamic graph. World Wide Web. 21(6), 1575-1600
[Journal article]Authored by: Wang, R.
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7
Wang, R., & Zong, M. (2018). Joint self-representation and subspace learning for unsupervised feature selection. World Wide Web. 21(6), 1745-1758
[Journal article]Authored by: Wang, R.
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8
Zhu, Y., Zhang, X., Wang, R., Zheng, W., & Zhu, Y. (2018). Self-representation and PCA embedding for unsupervised feature selection. World Wide Web. 21(6), 1675-1688
[Journal article]Authored by: Wang, R.
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14
Sadeghi, B., Yu, R., & Wang, R. (2018). Shifting Interpolation Kernel Toward Orthogonal Projection. IEEE Transactions on Signal Processing. 66(1), 101-112
[Journal article]Authored by: Wang, R.
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6
Yu, Y., Gao, Y., Wang, H., & Wang, R. (2018). Joint user knowledge and matrix factorization for recommender systems. World Wide Web. 21(4), 1141-1163
[Journal article]Authored by: Wang, R.
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26
Xiao, L., Wang, R., Dai, B., Fang, Y., Liu, D., & Wu, T. (2018). Hybrid conditional random field based camera-LIDAR fusion for road detection. Information Sciences. 432, 543-558
[Journal article]Authored by: Wang, R.
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124
Zhang, S., Li, X., Zong, M., Zhu, X., & Wang, R. (2017). Efficient kNN Classification With Different Numbers of Nearest Neighbors. IEEE Transactions on Neural Networks and Learning Systems.
[Journal article]Authored by: Wang, R.
Wang, H., Gao, Y., Shi, Y., & Wang, R. (2017). Group-Based Alternating Direction Method of Multipliers for Distributed Linear Classification. IEEE Transactions on Cybernetics. 47(11), 3568-3582
[Journal article]Authored by: Wang, R.
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44
Yi, P., Song, A., Guo, J., & Wang, R. (2017). Regularization feature selection projection twin support vector machine via exterior penalty. Neural Computing and Applications. 28, 683-697
[Journal article]Authored by: Wang, R.
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5
Guo, YC., Hou, JT., Yu, M., & Wang, RL. (2017). Content-aware image resizing based on random-carving with probability. Tongxin Xuebao/Journal on Communications. 38(6), 30-38
[Journal article]Authored by: Wang, R.
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2
Li, H., Tuo, X., Shen, T., Wang, R., Courtois, J., & Yan, M. (2017). A new first break picking for three-component VSP data using gesture sensor and polarization analysis. Sensors (Switzerland). 17(9)
[Journal article]Authored by: Wang, R.
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6
Tirumala, SS., Shahamiri, SR., Garhwal, AS., & Wang, R. (2017). Speaker identification features extraction methods: A systematic review. Expert Systems with Applications. 90, 250-271
[Journal article]Authored by: Wang, R.
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61
Yu, Y., Guo, Y., Wang, R., Yin, S., & Yu, M. (2017). Registration Based on ORB and FREAK Features for Augmented Reality Systems. Transactions of Tianjin University. 23(2), 192-200
[Journal article]Authored by: Wang, R.
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3
Shen, J., Xu, F., Xu, M., Yang, Y., Wang, R., & Zhang, L. (2016). Super-resolution reconstruction based on tukey norm and adaptive bilateral total variation. International Journal of Signal Processing, Image Processing and Pattern Recognition. 9(5), 399-416
[Journal article]Authored by: Wang, R.
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1
Fang, Y., Wang, R., Dai, B., & Wu, X. (2015). Graph-based learning via auto-grouped sparse regularization and kernelized extension. IEEE Transactions on Knowledge and Data Engineering. 27(1), 142-154
[Journal article]Authored by: Wang, R.
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41
Chen, X., Gao, Y., & Wang, R. (2013). Online selective kernel-based temporal difference learning. IEEE Transactions on Neural Networks and Learning Systems. 24(12), 1944-1956
[Journal article]Authored by: Wang, R.
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36
Chen, T., Wang, R., Dai, B., Liu, D., & Song, J. (2016). Likelihood-Field-Model-Based Dynamic Vehicle Detection and Tracking for Self-Driving. IEEE Transactions on Intelligent Transportation Systems. 17(11), 3142-3158
[Journal article]Authored by: Wang, R.
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57
Wei, C., Wang, R., Wu, T., & Fu, H. (2016). Estimation of Initial Position Using Line Segment Matching in Maps. International Journal of Advanced Robotic Systems. 13(3)
[Journal article]Authored by: Wang, R.
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1
Wei, C., Wang, R., Wu, T., Chen, T., Fang, Y., & Fu, H. (2016). Plane-based scan registration with moving vehicles exclusion. Robotics and Autonomous Systems. 83, 261-274
[Journal article]Authored by: Wang, R.
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6
Li, C., Dai, B., Wang, R., Fang, Y., Yuan, X., & Wu, T. (2016). Multi-lane detection based on omnidirectional camera using anisotropic steerable filters. IET Intelligent Transport Systems. 10(5), 298-307
[Journal article]Authored by: Wang, R.
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14
Chen, T., Dai, B., Wang, R., & Liu, D. (2014). Gaussian-Process-Based Real-Time Ground Segmentation for Autonomous Land Vehicles. Journal of Intelligent and Robotic Systems: Theory and Applications. 76(3-4), 563-582
[Journal article]Authored by: Wang, R.
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113
Xu, F., Sun, Z., Wang, R., Ding, X., Huang, F., & Xu, L. (2014). Super-resolution reconstruction using kernel regression and feature-driven prior in a charge-coupled device sensor system. Sensor Letters. 12(2), 374-379
[Journal article]Authored by: Wang, R.
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3
Guo, J., Yi, P., Wang, R., Ye, Q., & Zhao, C. (2014). Feature selection for least squares projection twin support vector machine. Neurocomputing. 144, 174-183
[Journal article]Authored by: Wang, R.
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33
Kim, J., Ryu, H., Katuk, N., Wang, R., & Choi, G. (2014). Enhancing competence and autonomy in computer-based instruction using a skill-challenge balancing strategy. Journal of Educational Computing Research. 50(1), 1-28
[Journal article]Authored by: Wang, R.
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5
1
Gao, Y., Lin, M., & Wang, R. (2013). Adaptive support framework for wisdom web of things. World Wide Web. 16(4), 379-398
[Journal article]Authored by: Wang, R.
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6
Suryadevara, NK., Mukhopadhyay, SC., Wang, R., & Rayudu, RK. (2013). Forecasting the behavior of an elderly using wireless sensors data in a smart home. Engineering Applications of Artificial Intelligence. 26(10), 2641-2652
[Journal article]Authored by: Wang, R.
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163
Shi, Y., Gao, Y., Wang, R., Zhang, Y., & Wang, D. (2013). Transductive cost-sensitive lung cancer image classification. Applied Intelligence. 38(1), 16-28
[Journal article]Authored by: Wang, R.
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16
Lu, J., Wang, R., & Silva, LCD. (2012). Automatic stress exaggeration by prosody modification to assist language learners perceive sentence stress. International Journal of Speech Technology. 15(2), 87-98
[Journal article]Authored by: Wang, R.
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8
Zhang, S., Chen, F., Wu, X., Zhang, C., & Wang, R. (2012). Mining bridging rules between conceptual clusters. Applied Intelligence. 36(1), 108-118
[Journal article]Authored by: Wang, R.
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5
Liu, MZ., Zhao, SB., & Wang, RL. (2012). A cellular automaton model for heterogeneous and incosistent driver behavior in urban traffic. Communications in Theoretical Physics. 58(5), 744-748
[Journal article]Authored by: Wang, R.
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4
Wang, R., & Lu, J. (2011). Investigation of golden speakers for second language learners from imitation preference perspective by voice modification. Speech Communication. 53(2), 175-184
[Journal article]Authored by: Wang, R.
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7
Xiao, S., Cai, JJ., Wang, RL., Liu, MZ., & Liu, F. (2009). Theoretical investigation of synchronous totally asymmetric simple exclusion process on lattices with two consecutive junctions in multiple-input-multiple-output traffic system. Chinese Physics B. 18(12), 5103-5110
[Journal article]Authored by: Wang, R.
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14
Morrison, D., Wang, R., Xu, WL., & De Silva, LC. (2007). Incremental learning for spoken affect classification and its application in call-centres. International Journal of Intelligent Systems Technologies and Applications. 2(2-3), 242-254
[Journal article]Authored by: Wang, R.
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8
Zhou, H., Bookwala, A., & Wang, R. (2011). Association rule mining for mobile map personalisation. International Journal of Intelligent Systems Technologies and Applications. 10(2), 214-230
[Journal article]Authored by: Wang, R.
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2
Liu, MZ., Tuo, XG., Wang, RL., & Jiang, R. (2011). Recent developments in totally asymmetric simple exclusion processes with local inhomogeneity. Chinese Science Bulletin. 56(15), 1527-1531
[Journal article]Authored by: Wang, R.
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2
Wang, R., Kolomeisky, AB., & Liu, M. (2011). Spontaneous symmetry breaking on a mutiple-channel hollow cylinder. Physics Letters, Section A: General, Atomic and Solid State Physics. 375(3), 318-323
[Journal article]Authored by: Wang, R.
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11
Jiang, R., Hu, MB., Nishinari, K., Wang, R., & Wu, QS. (2010). Shock formation in the periodic exclusion process with asymmetric coupling. Journal of Statistical Mechanics: Theory and Experiment. 2010(7)
[Journal article]Authored by: Wang, R.
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2
Liu, M., Wang, R., & Jiang, R. (2010). Spontaneous symmetry breaking in a microtubule-like system. International Journal of Modern Physics C. 21(6), 825-837
[Journal article]Authored by: Wang, R.
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2
Du, HF., Yuan, YM., Hu, MB., Wang, R., Jiang, R., & Wu, QS. (2010). Totally asymmetric exclusion processes on two intersected lattices with open and periodic boundaries. Journal of Statistical Mechanics: Theory and Experiment. 2010(3)
[Journal article]Authored by: Wang, R.
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15
Liu, M., Xiao, S., & Wang, R. (2010). Two-species asymmetric exclusion process with site sharing. Modern Physics Letters B. 24(8), 707-716
[Journal article]Authored by: Wang, R.
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6
Liu, M., Wang, R., Hu, MB., Jiang, R., & Gao, Y. (2010). Synchronous asymmetric exclusion processes with an extended defect. Physics Letters, Section A: General, Atomic and Solid State Physics. 374(13-14), 1407-1413
[Journal article]Authored by: Wang, R.
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11
Yuan, YM., Jiang, R., Hu, MB., Wu, QS., & Wang, R. (2009). Traffic flow characteristics in a mixed traffic system consisting of ACC vehicles and manual vehicles: A hybrid modelling approach. Physica A: Statistical Mechanics and its Applications. 388(12), 2483-2491
[Journal article]Authored by: Wang, R.
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74
Lu, J., & Wang, R. (2009). An enhanced fuzzy linear regression model with more flexible spreads. Fuzzy Sets and Systems. 160(17), 2505-2523
[Journal article]Authored by: Wang, R.
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48
Liu, M., & Wang, R. (2009). Asymmetric exclusion processes on m-input n-output junctions with parallel update. Physica A: Statistical Mechanics and its Applications. 388(19), 4068-4074
[Journal article]Authored by: Wang, R.
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23
Liu, M., Wang, R., Jiang, R., Hu, MB., & Gao, Y. (2009). Defect-induced transitions in synchronous asymmetric exclusion processes. Physics Letters, Section A: General, Atomic and Solid State Physics. 373(2), 195-200
[Journal article]Authored by: Wang, R.
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23
Zhang, S., Chen, F., Jin, Z., & Wang, R. (2009). Mining class-bridge rules based on rough sets. Expert Systems with Applications. 36(3 PART 2), 6453-6460
[Journal article]Authored by: Wang, R.
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9
Ling, X., Hu, MB., Jiang, R., Wang, R., Cao, XB., & Wu, QS. (2009). Pheromone routing protocol on a scale-free network. Physical Review E - Statistical, Nonlinear, and Soft Matter Physics. 80(6)
[Journal article]Authored by: Wang, R.
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58
Hu, MB., Jiang, R., Wang, R., & Wu, QS. (2009). Urban traffic simulated from the dual representation: Flow, crisis and congestion. Physics Letters, Section A: General, Atomic and Solid State Physics. 373(23-24), 2007-2011
[Journal article]Authored by: Wang, R.
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25
Wang, R., Liu, M., & Jiang, R. (2008). Theoretical investigation of synchronous totally asymmetric exclusion processes on lattices with multiple-input-single-output junctions. Physical Review E - Statistical, Nonlinear, and Soft Matter Physics. 77(5)
[Journal article]Authored by: Wang, R.
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39
Yuan, YM., Jiang, R., Wang, R., Wu, QS., & Zhang, JQ. (2008). Spontaneous symmetry breaking in totally asymmetric simple exclusion processes on two intersected lattices. Journal of Physics A: Mathematical and Theoretical. 41(3)
[Journal article]Authored by: Wang, R.
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23
18
Hu, MB., Jiang, R., Wu, YH., Wang, R., & Wu, QS. (2008). Properties of wealth distribution in multi-agent systems of a complex network. Physica A: Statistical Mechanics and its Applications. 387(23), 5862-5867
[Journal article]Authored by: Wang, R.
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8
Zhang, Z., Wang, R., & Gao, S. (2008). Modelling financial investment planning from agent perspectives. International Journal of Modelling, Identification and Control. 3(1), 41-49
[Journal article]Authored by: Wang, R.
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5
Wang, R., Liu, M., & Jiang, R. (2008). Local inhomogeneity in two-lane asymmetric simple exclusion processes coupled with Langmuir kinetics. Physica A: Statistical Mechanics and its Applications. 387(2-3), 457-466
[Journal article]Authored by: Wang, R.
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25
Jiang, R., Hu, MB., Jia, B., Wang, R., & Wu, QS. (2008). Enhancing highway capacity by homogenizing traffic flow. Transportmetrica. 4(1), 51-61
[Journal article]Authored by: Wang, R.
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19
Xu, L., Wang, R., Marsland, S., & Rayudu, R. (2008). An efficient algorithm for mining frequent closed itemsets in dynamic transaction databases. International Journal of Intelligent Systems Technologies and Applications. 4(3-4), 313-326
[Journal article]Authored by: Wang, R.
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2
Wang, R., Liu, M., Kemp, R., & Zhou, M. (2007). Modeling driver behavior on urban streets. International Journal of Modern Physics C. 18(5), 903-916
[Journal article]Authored by: Wang, R.
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10
7
Jiang, R., Hu, MB., Jia, B., Wang, R., & Wu, QS. (2007). Spatiotemporal congested traffic patterns in macroscopic version of the Kerner-Klenov speed adaptation model. Physics Letters, Section A: General, Atomic and Solid State Physics. 365(1-2), 6-9
[Journal article]Authored by: Wang, R.
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40
Wang, R., Jiang, R., & Liu, M. (2007). Effects of passing lanes on highway traffic flow. International Journal of Modern Physics C. 18(12), 1865-1883
[Journal article]Authored by: Wang, R.
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3
Yuan, YM., Jiang, R., Wu, QS., & Wang, R. (2007). Traffic behavior in a two-lane system consisting of a mixture of buses and cars. International Journal of Modern Physics C. 18(12), 1925-1938
[Journal article]Authored by: Wang, R.
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19
Wang, R., Jiang, R., Liu, M., Liu, J., & Wu, QS. (2007). Effects of langmuir kinetics on two-lane totally asymmetric exclusion processes of molecular motor traffic. International Journal of Modern Physics C. 18(9), 1483-1496
[Journal article]Authored by: Wang, R.
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25
Zeng, Y., Wang, R., Zeleznikow, J., & Kemp, E. (2007). A knowledge representation model for the intelligent retrieval of legal cases. International Journal of Law and Information Technology. 15(3), 299-319
[Journal article]Authored by: Wang, R.
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4
Guo, Q., Liu, JG., Wang, RL., Chen, XW., & Yao, YH. (2007). Improvement of synchronizability of scale-free networks. Chinese Physics Letters. 24(8), 2437-2440
[Journal article]Authored by: Wang, R.
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2
Yuan, YM., Jiang, R., Wu, QS., & Wang, R. (2007). Synchronized flow and phase separation in a two-lane cellular automaton model. International Journal of Modern Physics C. 18(2), 267-279
[Journal article]Authored by: Wang, R.
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5
Yuan, YM., Jiang, R., Wang, R., Hu, MB., & Wu, QS. (2007). Totally asymmetric simple exclusion process with a shortcut. Journal of Physics A: Mathematical and Theoretical. 40(41), 12351-12364
[Journal article]Authored by: Wang, R.
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11
Wang, R., Jiang, R., Wu, QS., & Liu, M. (2007). Synchronized flow and phase separations in single-lane mixed traffic flow. Physica A: Statistical Mechanics and its Applications. 378(2), 475-484
[Journal article]Authored by: Wang, R.
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35
Jiang, R., Wang, R., Hu, MB., Jia, B., & Wu, QS. (2007). Spontaneous symmetry breaking in a two-lane system with parallel update. Journal of Physics A: Mathematical and Theoretical. 40(31), 9213-9225
[Journal article]Authored by: Wang, R.
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21
Jiang, R., Hu, MB., Jia, B., Wang, R., & Wu, QS. (2007). Phase transition in a mixture of adaptive cruise control vehicles and manual vehicles. European Physical Journal B. 58(2), 197-206
[Journal article]Authored by: Wang, R.
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20
13
Jiang, R., Hu, MB., Jia, B., Wang, R., & Wu, QS. (2007). Spontaneous symmetry breaking and periodic structure in a multilane system. Physical Review E - Statistical, Nonlinear, and Soft Matter Physics. 76(3)
[Journal article]Authored by: Wang, R.
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18
Morrison, D., Wang, R., & De Silva, LC. (2007). Ensemble methods for spoken emotion recognition in call-centres. Speech Communication. 49(2), 98-112
[Journal article]Authored by: Wang, R.
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281
Morrison, D., Wang, R., Xu, WL., & De Silva, LC. (2007). Incremental learning for spoken affect classification and its application in call-centres. 2(2/3), 242-254 Retrieved from http://www.inderscience.com/info/inarticle.php?artid=12486
[Journal article]Authored by: Wang, R.
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Jiang, R., Wang, R., & Wu, QS. (2007). Two-lane totally asymmetric exclusion processes with particle creation and annihilation. Physica A: Statistical Mechanics and its Applications. 375(1), 247-256
[Journal article]Authored by: Wang, R.
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40
Jiang, R., Hu, MB., Jia, B., Wang, RL., & Wu, QS. (2006). The effects of reaction delay in the Nagel-Schreckenberg traffic flow model. European Physical Journal B. 54(2), 267-273
[Journal article]Authored by: Wang, R.
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10
Wang, R., & Ruskin, HJ. (2006). Modelling traffic flow at multi-lane urban roundabouts. International Journal of Modern Physics C. 17(5), 693-710
[Journal article]Authored by: Wang, R.
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40
Wang, R., Zhang, W., & Miao, Q. (2005). Effects of driver behavior on traffic flow at three-lane roundabouts. International Journal of Intelligent Control and Systems. 10(2), 123-130 Retrieved from http://el.trc.gov.om:4000/htmlroot/ENGG/tcolon/e_references/Consolidated/Computer%20Science/Journals/Effects%20of%20Driver%20Behavior%20on%20Traffic%20Flow%20at%20Three%20lane%20Roundabouts.pdf
[Journal article]Authored by: Wang, R.
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Wang, R., Rao, W., & Zhang, C. (2005). Xevent: An event notification system over distributed hash table (DHT) networks. The IEEE Intelligent Informatics Bulletin. 6(2), 19-25 Retrieved from http://www.comp.hkbu.edu.hk/~iib/2005/Nov/iib_vol6no2_article4.pdf
[Journal article]Authored by: Wang, R.
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Wang, R., & Ruskin, HJ. (2002). Modeling traffic flow at a single-lane urban roundabout. Computer Physics Communications. 147(1-2), 570-576
[Journal article]Authored by: Wang, R.
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Book

Gao, Y., Wang, H., & Wang, R. (2007). Three perspectives on multi-agent reinforcement learning. In H. Lin (Ed.) Architectural design of multi-agent systems: Technologies and techniques. (pp. 237 - 251). United States: IGI Global
[Chapter]Authored by: Wang, R.
Gao, Y., Wang, H., & Wang, R. (2007). Three perspectives on multi-agent reinforcement learning. In Architectural Design of Multi-Agent Systems: Technologies and Techniques. (pp. 234 - 246).
[Chapter]Authored by: Wang, R.
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1

Thesis

Wang, R. (2003). Modelling unsignalised traffic flow with reference to urban and interurban networks. (Doctoral Thesis, Dublin City University)
[Doctoral Thesis]Authored by: Wang, R.

Conference

Gao, Y., Hou, F., & Wang, R.A Novel Two-step Fine-tuning Framework for Transfer Learning in Low-Resource Neural Machine Translation. Findings of the Association for Computational Linguistics: NAACL 2024 - Findings. (pp. 3214 - 3224).
[Conference]Authored by: Wang, R.
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Gao, Y., Hou, F., Jahnke, H., & Wang, R.Data Augmentation with Diversified Rephrasing for Low-Resource Neural Machine Translation. MT Summit 2023 - Proceedings of 19th Machine Translation Summit. (pp. 35 - 47).
[Conference]Authored by: Jahnke, H., Wang, R.
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Sun, W., Ma, Y., Zhang, H., & Wang, R.ConTrans-Detect: A Multi-Scale Convolution-Transformer Network for DeepFake Video Detection. 2023 29th International Conference on Mechatronics and Machine Vision in Practice, M2VIP 2023.
[Conference]Authored by: Wang, R.
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Lei, C., Singh, S., Hou, F., Jia, X., & Wang, R.PhasePerturbation: Speech Data Augmentation via Phase Perturbation for Automatic Speech Recognition. Proceedings of the 5th ACM International Conference on Multimedia in Asia, MMAsia 2023 Workshops.
[Conference]Authored by: Wang, R.
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Liu, Z., Yu, X., Wang, R., Ye, S., Ma, Z., Dong, J., . . . Yang, L.Video Infringement Detection via Feature Disentanglement and Mutual Information Maximization. MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia. (pp. 144 - 152).
[Conference]Authored by: Wang, R.
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1

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Ma, Y., Zhou, B., Wang, R., & Wang, P.Multi-stage Factorized Spatio-Temporal Representation for RGB-D Action and Gesture Recognition. MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia. (pp. 3149 - 3160).
[Conference]Authored by: Wang, R.
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3
Wang, Y., Wang, R., Fan, X., Wang, T., & He, X.Pixels, Regions, and Objects: Multiple Enhancement for Salient Object Detection. Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. (pp. 10031 - 10040). 1063-6919.
[Conference]Authored by: Wang, R.
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38
Wang, Z., Hou, F., & Wang, R.CLRL-Tuning: A Novel Continual Learning Approach for Automatic Speech Recognition. Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. (pp. 1279 - 1283). 2308-457X.
[Conference]Authored by: Wang, R.
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Singh, S., Hou, F., & Wang, R.A Novel Self-training Approach for Low-resource Speech Recognition. Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. (pp. 1588 - 1592). 2308-457X.
[Conference]Authored by: Wang, R.
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1
Jiang, T., Zong, M., Ma, Y., Hou, F., & Wang, R.MobileACNet: ACNet-Based Lightweight Model for Image Classification. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). (pp. 361 - 372). 0302-9743.
[Conference]Authored by: Hou, F., Wang, R.
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2
Ma, Z., Singh, S., Qiu, Y., Hou, F., Wang, R., Bullen, C., . . . Chu, JTW.Automatic Speech-Based Smoking Status Identification. Lecture Notes in Networks and Systems. (pp. 193 - 203). 2367-3370.
[Conference]Authored by: Hou, F., Wang, R.
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3
Wang, Z., Hou, F., Qiu, Y., Ma, Z., Singh, S., & Wang, R. (2022). CyclicAugment: Speech Data Random Augmentation with Cosine Annealing Scheduler for Automatic Speech Recognition. Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. Vol. 2022-September (pp. 3859 - 3863).
[Conference Paper in Published Proceedings]Authored by: Hou, F., Wang, R.
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5
Ma, Z., Qiu, Y., Hou, F., Wang, R., Chu, JTW., & Bullen, C. (2022). DETERMINING THE BEST ACOUSTIC FEATURES FOR SMOKER IDENTIFICATION. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Vol. 2022-May (pp. 8177 - 8181).
[Conference Paper in Published Proceedings]Authored by: Hou, F., Wang, R.
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5
Singh, S., Wang, R., & Hou, F. (2022). IMPROVED META LEARNING FOR LOW RESOURCE SPEECH RECOGNITION. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Vol. 2022-May (pp. 4798 - 4802).
[Conference Paper in Published Proceedings]Authored by: Hou, F., Wang, R.
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17
Jiang, L., Wang, Y., Jia, Q., Xu, S., Liu, Y., Fan, X., . . . Wang, R.Underwater Species Detection using Channel Sharpening Attention. MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia. (pp. 4259 - 4267).
[Conference]Authored by: Wang, R.
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33
Qiu, Y., Wang, R., Singh, S., Ma, Z., & Hou, F. (2021). Self-supervised learning based phone-fortified speech enhancement. Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. Vol. 4 (pp. 2793 - 2797).
[Conference Paper in Published Proceedings]Authored by: Hou, F., Wang, R.
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2
Singh, S., Wang, R., & Qiu, Y.DeepF0: End-to-end fundamental frequency estimation for music and speech signals. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. (pp. 61 - 65). 1520-6149.
[Conference]Authored by: Wang, R.
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21
Hou, F., Wang, R., He, J., & Zhou, Y. (2020). Improving entity linking through semantic reinforced entity embeddings. Proceedings of the Annual Meeting of the Association for Computational Linguistics. (pp. 6843 - 6848).
[Conference Paper in Published Proceedings]Authored by: Hou, F., Wang, R.
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31
Qiu, Y., & Wang, R.Adversarial latent representation learning for speech enhancement. Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. (pp. 2662 - 2666). 2308-457X.
[Conference]Authored by: Wang, R.
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4
Gai, K., Hu, Z., Zhu, L., Wang, R., & Zhang, Z.Blockchain Meets DAG: A BlockDAG Consensus Mechanism. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). (pp. 110 - 125). 0302-9743.
[Conference]Authored by: Wang, R.
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19
Jia, X., Wang, R., Liu, JH., & Xie, T.How to attract more viewers in live streams? a functional evaluation of streamers’ strategies for attraction of viewers. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). (pp. 369 - 383). 0302-9743.
[Conference]Authored by: Wang, R.
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5
Liu, Z., Li, Z., Zong, M., Ji, W., Wang, R., & Tian, Y.Spatiotemporal Saliency Based Multi-stream Networks for Action Recognition. Communications in Computer and Information Science. (pp. 74 - 84). 1865-0929.
[Conference]Authored by: Wang, R.
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2
Jiang, X., Liu, M., Zhao, F., Zhou, Q., & Wang, R.Fast Adaptive Blockchain’s Consensus Algorithm via Wlan Mesh Network. Advances in Intelligent Systems and Computing. (pp. 3 - 16). 2194-5357.
[Conference]Authored by: Wang, R.
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Liu, B., Liu, M., Jiang, X., Zhao, F., & Wang, R.A Blockchain-Based Scheme for Secure Sharing of X-Ray Medical Images. Advances in Intelligent Systems and Computing. (pp. 29 - 42). 2194-5357.
[Conference]Authored by: Wang, R.
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5
Yin, S., Zhou, Y., Li, C., Wang, S., Ji, J., Chen, X., . . . Wang, R.KDSL: A Knowledge-Driven Supervised Learning Framework for Word Sense Disambiguation. Proceedings of the International Joint Conference on Neural Networks.
[Conference]Authored by: Wang, R.
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1
Meng, F., Gao, Y., & Wang, R.A novel automatic context-based similarity metric for local outlier detection tasks. Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI. (pp. 983 - 990). 1082-3409.
[Conference]Authored by: Wang, R.
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Bazai, SU., Jang-Jaccard, J., & Wang, R.Anonymizing k-NN classification on mapreduce. Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST. (pp. 364 - 377). 1867-8211.
[Conference]Authored by: Wang, R.
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8
1
Lawer, S., Wang, R., & Liu, MZ.Review of Bio-inspired computations on optimisation of traffic signals. ATRF 2017 - Australasian Transport Research Forum 2017, Proceedings.
[Conference]Authored by: Wang, R.
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Lawer, S., Wang, R., & Liu, MZ.Review of Bio-inspired computations on optimisation of traffic signals. ATRF 2017 - Australasian Transport Research Forum 2017, Proceedings.
[Conference]Authored by: Wang, R.
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He, M., Liu, M., Jiang, X., Wang, R., & Zhou, H.A damping factor based particle swarm optimization approach. Proceedings of 2017 9th International Conference On Modelling, Identification and Control, ICMIC 2017. (pp. 13 - 18).
[Conference]Authored by: Wang, R.
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1
Jing, C., Potgieter, J., Noble, F., & Wang, R.A comparison and analysis of RGB-D cameras' depth performance for robotics application. 2017 24th International Conference on Mechatronics and Machine Vision in Practice, M2VIP 2017. (pp. 1 - 6).
[Conference]Authored by: Wang, R.
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30
Jing, C., Potgieter, J., Noble, F., Wang, R., & IEEE, .A comparison and analysis of RGB-D cameras' depth performance for robotics application. 2017 24TH INTERNATIONAL CONFERENCE ON MECHATRONICS AND MACHINE VISION IN PRACTICE (M2VIP). (pp. 149 - 154).
[Conference]Authored by: Wang, R.
4
Abdulla, WH., & Wang, R. (2017). Speech spectrum analysis based on higher order crossings. 2017 4th International Conference on Signal Processing and Integrated Networks, SPIN 2017. (pp. 19 - 22).
[Conference Paper in Published Proceedings]Authored by: Wang, R.
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Lawe, S., & Wang, R. (2016). Optimization of traffic signals using deep learning neural networks. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 9992 LNAI (pp. 403 - 415).
[Conference Paper in Published Proceedings]Authored by: Wang, R.
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14
Fang, Y., Sun, L., Fu, H., Wu, T., Wang, R., & Dai, B. (2016). Learning deep compact channel features for object detection in traffic scenes. Proceedings - International Conference on Image Processing, ICIP. Vol. 2016-August (pp. 1052 - 1056).
[Conference Paper in Published Proceedings]Authored by: Wang, R.
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3
Yu, Y., Gao, Y., Wang, H., & Wang, R. (2016). Joint user knowledge and matrix factorization for recommender systems. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 10041 LNCS (pp. 77 - 91).
[Conference Paper in Published Proceedings]Authored by: Wang, R.
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10
Wang, S., Gu, X., Lu, J., Yang, JY., Wang, R., & Yang, J. (2014). Unsupervised discriminant canonical correlation analysis for feature fusion. Proceedings - International Conference on Pattern Recognition. (pp. 1550 - 1555).
[Conference Paper in Published Proceedings]Authored by: Wang, R.
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8
Li, S., Wang, R., Liu, M., & Yin, Y. (2012). Theoretical investigation of asymmetric exclusion processes on m-input n-output junctions with random update. Proceedings of 2012 International Conference on Modelling, Identification and Control, ICMIC 2012. (pp. 1266 - 1268).
[Conference Paper in Published Proceedings]Authored by: Wang, R.
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Jiang, R., Wu, QS., & Wang, R. (2006). Enhancing freeway capacity at an on-ramp bottelneck: A new design of on-ramps. 13th World Congress on Intelligent Transport Systems and Services.
[Conference Paper in Published Proceedings]Authored by: Wang, R.
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1
Hu, Y., Sun, Z., Chen, X., Gao, Y., & Wang, R. (2012). NmetaQ: An n-agent reinforcement learning algorithm based on meta equilibrium. Proceedings of the Adaptive and Learning Agents Workshop 2012, ALA 2012 - Held in Conjunction with the 11th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2012. (pp. 87 - 94).
[Conference Paper in Published Proceedings]Authored by: Wang, R.
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Fang, Y., Wang, R., & Dai, B. (2012). Graph-oriented learning via automatic group sparsity for data analysis. Proceedings - IEEE International Conference on Data Mining, ICDM. (pp. 251 - 259).
[Conference Paper in Published Proceedings]Authored by: Wang, R.
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11
Liu, G., Wang, R., Buckley, J., & Zhou, HM. (2011). A WordNet-based semantic similarity measure enhanced by Internet-based knowledge. SEKE 2011 - Proceedings of the 23rd International Conference on Software Engineering and Knowledge Engineering. (pp. 175 - 178).
[Conference Paper in Published Proceedings]Authored by: Wang, R.
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13
Katuk, N., Wang, R., & Ryu, H. (2011). Enhancement of learning experience using skill-challenge balancing approach. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 7106 LNAI (pp. 707 - 716).
[Conference Paper in Published Proceedings]Authored by: Wang, R.
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3
Zhou, Y. (2014). Polynomially bounded forgetting. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 8862 (pp. 422 - 434).
[Conference Paper in Published Proceedings]Authored by: Wang, R.
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2
Jin, Y., Gao, Y., Shi, Y., Shang, L., Wang, R., & Yang, Y. (2011). P<sup>2</sup>LSA and P<sup>2</sup>LSA+: Two paralleled probabilistic latent semantic analysis algorithms based on the MapReduce model. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 6936 LNCS (pp. 385 - 393).
[Conference Paper in Published Proceedings]Authored by: Wang, R.
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11
5
Shi, Y., Gao, Y., & Wang, R. (2010). Real-time abnormal event detection in complicated scenes. Proceedings - International Conference on Pattern Recognition. (pp. 3653 - 3656).
[Conference Paper in Published Proceedings]Authored by: Wang, R.
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63
Lu, J., Wang, R., De Silva, LC., Gao, Y., & Liu, J. (2010). CASTLE: A computer-assisted stress teaching and learning environment for learners of English as a Second Language. Proceedings of the 11th Annual Conference of the International Speech Communication Association, INTERSPEECH 2010. (pp. 606 - 609).
[Conference Paper in Published Proceedings]Authored by: Wang, R.
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6
4
Wang, C., Wang, H., Wang, RL., & Zhao, CX. (2014). Robust zebra-crossing detection for autonomous land vehicles and driving assistance systems. Applied Mechanics and Materials. Vol. 556-562 (pp. 2732 - 2739).
[Conference Paper in Published Proceedings]Authored by: Wang, R.
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1
Hu, MB., Jiang, R., Wang, R., Du, WB., & Wu, QS. (2009). Optimization of network traffic. 2009 IEEE International Conference on Control and Automation, ICCA 2009. (pp. 2278 - 2281).
[Conference Paper in Published Proceedings]Authored by: Wang, R.
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Lu, J., Wang, R., De Silva, LC., & Gao, Y. (2009). Syllable nucleus durations estimation using linear regression based ensemble model. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. (pp. 4849 - 4852).
[Conference Paper in Published Proceedings]Authored by: Wang, R.
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2
Xu, L., Marsland, SR., & Wang, R. (2008). Exploring the influence of sampling on pattern support distribution. IEEE 8th International Conference on Computer and Information Technology Workshops. (pp. 66 - 71). Online: IEEE 8th International Conference on Computer and Information Technology Workshops [CIT Workshops]
[Conference Paper in Published Proceedings]Authored by: Wang, R.
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Ge, S., Gao, Y., & Wang, R. (2007). Least significant bit steganography detection with machine learning techniques. 2007 International Workshop on Domain Driven Data Mining, DDDM2007. (pp. 24 - 32).
[Conference Paper in Published Proceedings]Authored by: Wang, R.
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5
Liu, X., Gao, Y., Shao, D., & Wang, R. (2005). Feedback based dynamic autonomous web service composition. Proceedings - First International Conference on Semantics, Knowledge and Grid, SKG 2005. (pp. 19 - 24).
[Conference Paper in Published Proceedings]Authored by: Wang, R.
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Jiang, R., Hu, MB., Jia, B., Wang, R., & Wu, QS. (2009). Effect of adaptive cruise control vehicles on phase transition in a mixture with manual vehicles. Traffic and Granular Flow 2007. (pp. 105 - 115).
[Conference Paper in Published Proceedings]Authored by: Wang, R.
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2
Wang, R., & Ruskin, HJ. (2006). Modelling traffic flow at multi-lane urban roundabouts. INTERNATIONAL JOURNAL OF MODERN PHYSICS C. Vol. 17 (pp. 693 - 710).
[Conference Paper in Published Proceedings]Authored by: Wang, R.
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33
Morrison, D., Wang, R., & De Silva, LC. (2005). Spoken affect classification using neural networks. 2005 IEEE International Conference on Granular Computing. Vol. 2005 (pp. 583 - 586).
[Conference Paper in Published Proceedings]Authored by: Wang, R.
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8
Wang, R., & Liu, M. (2005). A realistic cellular automata model to simulate traffic flow at urban roundabouts. Lecture Notes in Computer Science. Vol. 3515 (pp. 420 - 427).
[Conference Paper in Published Proceedings]Authored by: Wang, R.
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13
Wang, R., & Zeng, Y. (2005). Nonlinear nearest-neighbour matching and its application in legal precedent retrieval. Proceedings - 3rd International Conference on Information Technology and Applications, ICITA 2005. Vol. I (pp. 341 - 346).
[Conference Paper in Published Proceedings]Authored by: Wang, R.
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4
Zeng, Y., Zhou, M., & Wang, R. (2005). Similarity measure based on nonlinear compensatory model and fuzzy logic inference. 2005 IEEE International Conference on Granular Computing. Vol. 2005 (pp. 342 - 345).
[Conference Paper in Published Proceedings]Authored by: Wang, R.
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2
1
Liu, M., Wang, R., Wu, J., & Kemp, R. (2005). A Genetic-Algorithm-based neural network approach for short-term traffic flow forecasting. Lecture Notes in Computer Science. Vol. 3498 (pp. 965 - 970).
[Conference Paper in Published Proceedings]Authored by: Wang, R.
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11
Jiang, R., Jia, B., Hu, MB., Wang, R., & Wu, QS. (2009). Numerical investigations on coupling of asymmetric exclusion process with zero range process. Traffic and Granular Flow 2007. (pp. 689 - 694).
[Conference Paper in Published Proceedings]Authored by: Wang, R.
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Liu, M., Wang, R., & Kemp, R. (2005). Towards a realistic microscopic traffic simulation at an unsignalised intersection. Lecture Notes in Computer Science. Vol. 3481 (pp. 1187 - 1196).
[Conference Paper in Published Proceedings]Authored by: Wang, R.
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5
Zeng, Y., Wang, R., Zeleznikow, J., & Kemp, E. (2005). Knowledge representation for the intelligent legal case retrieval. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 3681 LNAI (pp. 339 - 345).
[Conference Paper in Published Proceedings]Authored by: Wang, R.
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20
4
Morrison, D., Wang, R., De Sislva, LC., & Xu, WL. (2005). Real-time spoken affect classification and its application in call-centres. Proceedings - 3rd International Conference on Information Technology and Applications, ICITA 2005. Vol. I (pp. 483 - 487).
[Conference Paper in Published Proceedings]Authored by: Wang, R.
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12
Zhang, Y., & Wang, R. (2004). Neural network combines with a rotational invariant feature set in texture classification. Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science). Vol. 3157 (pp. 436 - 444).
[Conference Paper in Published Proceedings]Authored by: Wang, R.
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Zhang, Y., & Wang, R. (2004). A combined method for texture analysis and its application. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 3036 (pp. 413 - 416).
[Conference Paper in Published Proceedings]Authored by: Wang, R.
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2
Ruskin, HJ., & Wang, R. (2002). Effects of driver behaviour on cross-traffic. In MH. Hamza (Ed.) Proceedings of Modelling, Identification, and Control [MIC 2002]. (pp. 54 - 59). United States: Modelling, Identification, and Control [MIC 2002]
[Conference Paper in Published Proceedings]Authored by: Wang, R.
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Ruskin, HJ., & Wang, R. (2002). Modelling traffic flow at an urban unsignalised intersection. In PMA. Sloot, AG. Hoekstra, CJK. Tan, & JJ. Dongarra (Eds.) International Conference on Computational Science: Proceedings Part 1). Vol. 2329 (pp. 381 - 390). Germany: International Conference on Computer Science [ICCS 2002]
[Conference Paper in Published Proceedings]Authored by: Wang, R.
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Other

Cao, H., Li, J., & Wang, R. (2016). Preface.
[Internet publication]Authored by: Wang, R.
Bailey, J., Khan, L., Washio, T., Dobbie, G., Huang, JZ., & Wang, R. (2016). Advances in knowledge discovery and data mining: 20th pacific-asia conference, PAKDD 2016 Auckland, New Zealand, April 19-22, 2016 proceedings, part I.
[Internet publication]Authored by: Wang, R.
2
Soo, WK., & Wang, R. (2004). Computer-assisted language learning system. : 淘料视频, College of Sciences
[Internet publication]Authored by: Wang, R.
Pick, T., & Wang, R. (2004). Implementing a mobile aided language learning platform. : 淘料视频, College of Sciences
[Internet publication]Authored by: Wang, R.

Consultancy and Languages

Languages

  • English
    Last used: everyday
    Spoken ability: Excellent
    Written ability: Excellent
  • Chinese
    Last used: everyday
    Spoken ability: Excellent
    Written ability: Excellent

Teaching and Supervision

Teaching Statement

Computer Science and Information Technology

Contact Supervisor

Summary of Doctoral Supervision

Position Current Completed
Main Supervisor 13 14
Co-supervisor 0 4

Current Doctoral Supervision

Main Supervisor of:

  • Hongwei Zhang - Doctor of Philosophy
    Novel Approaches for Unsupervised Person Re-identification
  • Mingyue Wang - Doctor of Philosophy
    Self-supervised Multi-modality model for Video Captioning
  • Aeryn Dunmore - Doctor of Philosophy
    Multimodal Emotion Recognition
  • Chengxi Lei - Doctor of Philosophy
    Advancing deep learning approaches for speech technologies
  • Chen Wang - Doctor of Philosophy
    End to end dense video caption with deformable transformer
  • view more...
  • Weirong Sun - Doctor of Philosophy
    Novel multimodal multi-event video storytelling approaches for a long video
  • Zhaocheng Xu - Doctor of Philosophy
    Novel Object Detection Methods
  • Elijah Zhang - Doctor of Philosophy
    Self-supervised Multi-modality model for Video Storytelling
  • Tommy Jiang - Doctor of Philosophy
    Efficient lightweight models for Image classification and segmentation in edge devices
  • Ting Guo - Doctor of Philosophy
    Application of Machine Learning in Supply Chain Management Data Analysis
  • Vincent Wang - Doctor of Philosophy
    Low-Resource Automatic Speech Recognition in Deep Learning
  • Yuan Gao - Doctor of Philosophy
    Novel Approaches for Low-Resource Machine Translation
  • Guoqing Zhang - Doctor of Philosophy
    Research on Person Re-identification based on Deep Learning

Completed Doctoral Supervision

Main Supervisor of:

  • 2024 - Yi Wang - Doctor of Philosophy
    Salient Object Detection in Complex Scenes
  • 2024 - Yujun Ma - Doctor of Philosophy
    Deep Learning for Action Recognition in Videos
  • 2023 - ~ Satwinder Singh - Doctor of Philosophy
    End-to-End Automatic Speech Recognition for Low-Resource Languages
  • 2022 - Zhizhong Ma - Doctor of Philosophy
    Speech Processing with Deep Learning for Voice-based Respiratory Diagnosis
  • 2021 - Yuanhang Qiu - Doctor of Philosophy
    Deep Learning for Speech Enhancement
  • view more...
  • 2021 - Feng Hou - Doctor of Philosophy
    Deep Learning for Entity Analysis
  • 2021 - Xiaoyun Jia - Doctor of Philosophy
    Online users' behaviours and behavioural intentions with reference to live streaming
  • 2021 - Ming Zong - Doctor of Philosophy
    Deep Learning for Action Recognition in Videos
  • 2020 - Wanting Ji - Doctor of Philosophy
    Novel Approaches for Multimedia Data Processing
  • 2019 - Junbo Ma - Doctor of Philosophy
    Machine Learning and Audio Processing
  • 2013 - Gang Liu - Doctor of Philosophy
    An Ontology-based Knowledge Support System for Requirements Analysis
  • 2012 - Norliza Katuk - Doctor of Philosophy
    Learning Experience in the Design of a Dynamic Curriculum Sequencing Systems
  • 2011 - Luofeng Xu - Doctor of Philosophy
    A 淘料视频 of Frequent Pattern Mining In Transaction Datasets
  • 2010 - Jingli Lu - Doctor of Philosophy
    CASTLE: A computer-assisted sentence stress teaching and learning environment
  • view less...

Co-supervisor of:

  • 2024 - Yuanyuan Wei - Doctor of Philosophy
    Applying AI-based Techniques for DDoS Anomaly Detection and Classification Using Large-scale Datasets
  • 2020 - ~ Sibghat Ullah - Doctor of Philosophy
    Building Privacy-Preservation Models for Distributed Processing Platforms
  • 2017 - Changjuan Jing - Doctor of Philosophy
    Real Time Visual SLAM for Mobile Robot Navigation and Object Detection
  • 2014 - Nagender Suryadevara - Doctor of Philosophy
    Real-Time Fusion of Wireless Sensor Network Data for Wellness Determination of the Elderly in a Smart Home

Media and Links

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