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> 2019

Journal Papers​​

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  • A. Prokhorchuk, J. Dauwels, P. Jaillet, "Estimating Travel Time Distributions by Bayesian Network Inference", IEEE Transactions on Intelligent Transportation Systems, March 2019 (IF 5.744) PDF

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  • E. Bagheri, J. Jin, J. Dauwels, S. Cash, M.B. Westover, "A Fast Machine Learning Approach to Facilitate the Detection of Interictal Epileptiform Discharges in the Scalp Electroencephalogram", Journal of neuroscience methods, July 2019 , Volume 326, pp. 108362 (IF 2.668)

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  • Z. Tu, H. Li, D. Zhang, J. Dauwels, B. Li, J. Yuan, "Action-Stage Emphasized Spatiotemporal VLAD for Video Action Recognition", IEEE Transactions on Image Processing,  Volume: 28 , Issue: 6 , June 2019​ (IF 5.081)

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  • Y. Tahir, Z. Yang, D. Chakraborty, N. Thalmann, D. Thalmann, Y. Maniam, B.L. Tan, J Lee, C. Keong, J. Dauwels, "Non-verbal speech cues as objective measures for negative symptoms in patients with schizophrenia", PloS one, April 2019, Volume 14, Issue 4, pp. e0214314 (IF 2.776)

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  • A. Prokhorchuk, J. Dauwels, P. Jaillet, "Estimating Travel Time Distributions by Bayesian Network Inference", IEEE Transactions on Intelligent Transportation Systems, March 2019 (IF 5.744)

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  • N. Sinha, Y. Wang, J. Dauwels, M. Kaiser, T. Thesen, T. Thesen, R. Forsyth, P.N. Taylor, "Computer modelling of connectivity change suggests epileptogenesis mechanisms in idiopathic generalised epilepsy", NeuroImage: Clinical,  January 2019, Volume 21, pp. 101655  (IF 3.943)

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  • K.R. Wan, T. Maszczyk, A.A.Q. See, J. Dauwels, N.K.K. King, "A review on microelectrode recording selection of features for machine learning in deep brain stimulation surgery for Parkinson’s disease", Clinical Neurophysiology, January 2019, Volume 130, Issue 1, pp. 145 - 154 (IF 3.675)​​​

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Conference Papers​

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  • U. Muhammad, P. Vyas, A. Abraham, R.A. Sundaram, P. Mehta, J. Dauwels, "An Integrated Simulator for Testing and Validation of Autonomous Vehicle Applications with Physics-based Rendering Sensors", 26th ITS World Congress, Singapore, 21-25 October 2019 PDF

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  • J.Y. Kuo, A. Sayeed, N.T. Tangirala, V.H.Y. Chua,  J. Dauwels, M.P. Mayer,  "Pedestrians’ Acceptance of Personal Mobility Devices on the Shared Path: A Structural Equation Modelling Approach" 26th ITS World Congress, Singapore, 21-25 October 2019 PDF

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  • J.Y. Kuo, N.T. Tangirala, J. Murugesan, A. Sayeed, V.H.Y Chua, J. Dauwels and M.P. Mayer, "Experimental Analysis of Pedestrians’ Discomfort Zone for Personal Mobility Devices on the Footpath", 2019 IEEE 90th Vehicular Technology Conference: VTC2019-Fall 22–25 September 2019, Honolulu, Hawaii, USA. PDF

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  • X. Jiang, H. Yu, M. Hoy, J. Dauwels, "Robust Linear-complexity Approach to Full SLAM Problems: Stochastic Variational Bayes Inference", 2019 IEEE 90th Vehicular Technology Conference: VTC2019-Fall 22–25 September 2019, Honolulu, Hawaii, USA. PDF

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  • X. Jiang, H. Yu, M. Hoy, J. Dauwels, "Variational Bayesian Point Set Registration", 2019 IEEE 90th Vehicular Technology Conference: VTC2019-Fall 22–25 September 2019, Honolulu, Hawaii, USA. PDF

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  • Y.H.V. Chua, P. Rajalingam, S.C. Tan, J. Dauwels, "Learning Technology for Education Challenges", 8th International Workshop, LTEC 2019, Zamora, Spain, July 15–18, 2019, Proceedings​​ 

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  • R.R. Pandi, S.G. Ho, S.C.Nagavarapu, J.Dauwels, “Adaptive Algorithm for Dial-A-Ride Problem with Vehicle Breakdown”, 18th European Control Conference (EEC), 25-28 June 2019, Naples, Italy. PDF

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  • S. Wu, H. Yu, J. Dauwels, "Efficient Stochastic Subgradient Descent Algorithms for High-dimensional Semi-sparse Graphical Model Selection", ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp 2862-2866,  12-17 May 2019.

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  • Y. H. V. Chua, J. Dauwels, S. C. Tan, "Technologies for automated analysis of co-located, real-life, physical learning spaces: Where are we now ?", The 9th International Learning Analytics and Knowledge Conference (LAK'19), 4 - 8 March 2019, Arizona PDF

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