Prof Ruili Wang staff profile picture

Contact details +64 (09) 414 0800  ext. 43258

Prof Ruili Wang

Professor of Information Sciences

Institute of Natural and Mathematical Sciences

Research Expertise

Research Interests

  • Pattern Analysis and Machine 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)
  • Complex Systems (intra-cellular transport systems, molecular motor traffic, vehicular traffic flow)

Thematics

21st Century Citizenship, Health and Well-being

Area of Expertise

Field of research codes
Artificial Intelligence and Image Processing (080100):
Electrical and Electronic Engineering (090600): Engineering (090000):
Information And Computing Sciences (080000): Natural Language Processing (080107): Pattern Recognition and Data Mining (080109):
Signal Processing (090609):
Simulation and Modelling (080110)

Keywords

  • Pattern Analysis and Machine Intelligence
    1. Speech Processing 
    2. Language Processing 
    3. Image Processing
    4. Big data
    5. Intelligent Systems 
  • Complex Systems 

Research Projects

Summary of Research Projects

Position Current Completed
Project Leader 6 5

Current 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

Chen, Z., Wang, R., Yu, M., Gao, H., Li, Q., & Wang, H. (2018). Spatial–temporal multi-task learning for salient region detection. Pattern Recognition Letters.
[Journal article]Authored by: Wang, R.
Zhou, Y., De, S., Wang, W., Wang, R., & Moessner, K. (2018). Missing Data Estimation in Mobile Sensing Environments. IEEE Access.
[Journal article]Authored by: Wang, R.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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, 1339-1351
[Journal article]Authored by: Wang, R.
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., Zhu, X.
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.
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.
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.
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.
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: Garhwal, A., Wang, R.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.

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.

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

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: Potgieter, J., Wang, R.
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: Noble, F., Potgieter, J., Wang, R.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
Liu, X., Gao, Y., Shao, D., & Wang, R. (2006). Feedback based dynamic autonomous web service composition. Proceedings - First International Conference on Semantics, Knowledge and Grid, SKG 2005.
[Conference Paper in Published Proceedings]Authored by: Wang, R.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.
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.

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.
Soo, WK., & Wang, R. (2004). Computer-assisted language learning system. : Massey University, College of Sciences
[Internet publication]Authored by: Wang, R.
Pick, T., & Wang, R. (2004). Implementing a mobile aided language learning platform. : Massey University, 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

Supervision and Teaching

Summary of Doctoral Supervision

Position Current Completed
Supervisor 12 4
Co-supervisor 2 2

Teaching

Computer Science and Information Technology

Courses Coordinated

  • 158.345 Professionalism in the Information Sciences
  • 158.750 Information Sciences Research Methods

Current Doctoral Supervision

Supervisor of:

  • Jialiu Xu - Doctor of Philosophy
    Video captioning based on deep learning
  • Zhenyun Deng - Doctor of Philosophy
    Extracting structured relational facts based on deep learning
  • Yuanhang Qiu - Doctor of Philosophy
    Automatic Speech Recognition in Noisy Environments
  • Feng Hou - Doctor of Philosophy
    A unified approach for entity recognition, disambiguation and entity-related opinion mining
  • Saman Lawe - Doctor of Philosophy
    Traffic flow control and optimisation
  • Satwinder Satwinder Singh - Doctor of Philosophy
    Novel Approaches for Impaired-Speech Recognition
  • Sophia Jia - Doctor of Philosophy
    Online behavior analysis
  • Zhizhong Ma - Doctor of Philosophy
    Novel Approaches for Impaired-Speech Recognition
  • Ming Zong - Doctor of Philosophy
    Automatic Human Action Recognition Using Deep Learning
  • Wanting Ji - Doctor of Philosophy
    Adaptive personalized impaired-speech recognition using deep learning
  • Jinjin Fan - Doctor of Philosophy
    Online customer behaviors analysis in E-business
  • Junbo Ma - Doctor of Philosophy
    Development of Large-Vocabulary Continuous Speech Recognition Systems

Co-supervisor of:

  • Yuanyuan Wei - Doctor of Philosophy
    IoT Anomaly detection for Indoor Air Quality data
  • Sibghat Bazai Sibghat Ullah - Doctor of Philosophy
    Building a privacy-preservation model for Hadoop platform

Completed Doctoral Supervision

Supervisor of:

  • 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 Study of Frequent Pattern Mining In Transaction Datasets
  • 2010 - Jingli Lu - Doctor of Philosophy
    CASTLE: A computer-assisted sentence stress teaching and learning environment

Co-supervisor of:

  • 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

Other Links

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