Nanyang Technological University

Singapore 

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© 2016 Justin Dauwels & Dauwels Lab at NTU. All Rights Reserved.

Website Design by Vishnu Prasad Payyada and Priyanka Mehta

> 2016

Journal Papers

  • J. Jing, J. Dauwels, T. Rakthanmanon, E. Keogh, S.S. Cash, M.B. Westover, “Rapid annotation of interictal epileptiform discharges via template matching under Dynamic Time Warping,” Journal of Neuroscience Methods, Volume 274, Dec 2016, pp. 179-190.    PDF

  • N. Sinha, J. Dauwels,  M. Kaiser, S. S. Cash, M. B. Westover, Y. Wang, and P. N. Taylor, “Predicting neurosurgical outcomes in focal epilepsy patients using computational modelling,” Brain, 23 Dec 2016, vol. 140 (2), pp. 319-332, (IF: 10.103).    PDF

        https://academic.oup.com/brain/article/doi/10.1093/brain/aww299/2736496/Predicting-neurosurgical-outcomes-         in-focal    (OPEN Access)

  • N. Mitrovic, A. Narayanan, T. Asif, A. Rauf, J. Dauwels, and P. Jaillet, "On Centralized and Decentralized Architectures for Traffic Applications," IEEE Transactions on Intelligent Transportation Systems, Jul 2016, Volume: 17, Issue: 7, Pages: 1988 - 1997, DOI: 10.1109/TITS.2016.2519922.     PDF

  • T. Asif, N. Mitrovic, J. Dauwels, P. Jaillet, “Matrix and Tensor based Methods for Missing Data Estimation in Large Traffic Networks,” IEEE Transactions on Intelligent Transportation Systems, Jul 2016, Volume: 17, Issue: 7 Pages: 1816 - 1825, DOI: 10.1109/TITS.2015.2507259.    PDF

  • H. Yu and J. Dauwels, “Modeling Spatio-Temporal Extreme Events using Graphical Models,” IEEE Transactions on Signal Processing, Mar 2016, Volume: 64, Issue: 5, Pages: 1101 - 1116, DOI: 10.1109/TSP.2015.2491882 (IF: 2.813). PDF

  • D. Menon, J. Dauwels, A.C.H. Chan, "Effect of Subliminal Lexical Priming on the Subjective Perception of Images: a Machine Learning Approach," PLoS ONE, Feb 2016, 11(2):e0148332, doi: 10.1371/journal.pone.0148332, (IF: 3.234).    PDF

        http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0148332  (PLOS ONE Access)

Conference Papers

  • B. Ghosh, T. Asif, J. Dauwels, "Bayesian Prediction of the Duration of Non-Recurring Road Incidents," IEEE TENCON 2016 - Technologies for Smart Nation, 22 - 25 Nov 2016, Marina Bay Sands, Singapore.    PDF

  • M. Hoy, C. Weng, J. Yuan, and J. Dauwels, “Bayesian Tracking of Multiple Objects with Vision and Radar,” 14th International Conference on Control, Automation, Robotics and Vision (ICARCV 2016), 13 – 15 Nov 2016, Phuket, Thailand.    PDF

  • B. Ghosh, T. Asif, J. Dauwels, W. Cai, H. Guo, and U. Fastenrath, "Predicting the duration of non-recurring road incidents by cluster-specific models," 19th International IEEE Conference on Intelligent Transportation Systems, 2016, 1 - 4 Nov 2016, Rio de Janeiro, Brazil.    PDF

  • A. Choudhury, T. Maszczyk, T. Asif, N. Mitrovic, C. B. Math, H. Li, and J. Dauwels, "An integrated  V2X simulator with applications in vehicle platooning," 19th International IEEE Conference on Intelligent Transportation Systems, 2016, 1-4 Nov 2016, Rio de Janeiro, Brazil.    PDF

  • H. Mishra, K. Pugalenthi, A. Ukil, J. Dauwels, "Testbed for Real-time Monitoring of Leak in Low Pressure Gas Pipeline," 42nd IEEE Annual Conf. on Industrial Electronics-IECON, Florence, Italy, 23-26 Oct 2016.    

  • P. Gupta, A. Goyal, J. Dauwels, A. Ukil, "Gas Distribution Networks: Application of Bayesian Probabilistic Scheme for Leakage Detection," 42nd IEEE Annual Conf. on Industrial Electronics-IECON, Florence, Italy, 23-26 Oct 2016.   

  • P. Kar, P. Gupta, R. S. Reddy, J. Dauwels, A. Ukil, "FLoGPN: A Reputation Based Scheme for Fault Localization in Gas Pipeline Network," 42nd IEEE Annual Conf. on Industrial Electronics-IECON, Florence, Italy, 23-26 Oct 2016.   

  • K. Pugalenthi, H. Mishra, A. Ukil, J. Dauwels, "Leak Detection in Gas Distribution Pipelines using Acoustic Impact Monitoring," 42nd IEEE Annual Conf. on Industrial Electronics-IECON, Florence, Italy, 23-26 Oct 2016.   
     

  • P. Gupta, A. Goyal, J. Dauwels, A. Ukil, "Bayesian detection of leaks in gas distribution networks," IECON 2016 - 42nd Annual Conference of the IEEE Industrial Electronics Society, 23-26 Oct. 2016, Florence, Italy.
     

  • A. Ukil, L. Wang, G. Ai, "Leak detection in natural gas distribution pipeline using distributed temperature sensing", 42nd Annual Conference of the IEEE Industrial Electronics Society (IECON-2016), 23-26 Oct. 2016, Florence, Italy.

  • N. Sinha, T. Maszczyk, Z. Wanxuan, J. Tan, and J. Dauwels, "EEG hyperscanning study of inter-brain synchrony during cooperative and competitive interaction," IEEE International Conference On Systems, Man, And Cybernetics (SMC 2016), 9-12 Oct 2016, Budapest, Hungary.    PDF

  • H. Yu and J. Dauwels, “Variational Bayes Learning Of Time-Varying Graphical Models,” 2016 IEEE International Workshop on Machine Learning for Signal Processing, 13-16 Sep 2016, Vietri sul Mare, Salerno, Italy.     PDF

  • F. Wadehn, V. Sahdeva, L. Bruderer, H. Yu, H.A. Loeliger and J. Dauwels, “Outlier-insensitive Kalman Smoothing and Marginal Message Passing, “ 24th European Signal Processing Conference (EUSIPCO), 28 Aug - 2 Sep 2016, Budapest, Hungary.    PDF

  • S. Ong, X. Zhang, B. Kundukad, J. Dauwels, P. Doyle, and H. H. Asada, "Detecting cell division of Pseudomonas aeruginosa bacteria from bright-field microscopy images with Hidden Conditional Random Fields," 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 17-20 Aug 2016, Orlando, FL, USA .    PDF

  • Z. Zhang, L.L.S. Ong, K. Fang, A. Mathew, J. Dauwels, M. Dao, H. H. Asada, “Image Classification of Unlabeled Malaria Parasites in Red Blood Cells,” 38th Annual International Conference of the IEEE Engineering In Medicine And Biology Society (EMBC 2016), 16-20 Aug 2016, Florida, US.    PDF

  • H. Wang, H. Yu, M. Hoy, J. Dauwels, H. Wang, “Variational Bayesian dynamic compressive sensing,” 2016 IEEE International Symposium on Information Theory (ISIT), 10-15 Jul 2016, Barcelona, Spain.   PDF  

  • H. Yu, J. Huang, J. Dauwels, "Latent tree ensemble of pairwise copulas for spatial extremes analysis", 2016 IEEE International Symposium on Information Theory (ISIT), 10-15 Jul 2016, Barcelona, Spain.    PDF

  • A. Choudhury, T. Maszczyk, C. B. Math, H. Li, and J. Dauwels, "An integrated simulation environment for testing V2X protocols and applications," Procedia Computer Science Volume 80, 2016, Pages 2042–2052, International Conference on Computational Science 2016, ICCS 2016, 6-8 Jun 2016, San Diego, California, USA.    PDF

  • K. Srinivasan and J. Dauwels, "Enhanced Radar Detection By Compressed Sensing Co-Processing," SONDRA Workshop, Lacanau France, 23-27 May 2016.    PDF

  • E. Bagheri, J. Jin, J. Dauwels, S. Cash, and M.B. Westover, “Fast And Efficient Rejection Of Background Waveforms in Interictal EEG,” 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2016), 20-25 Mar 2016, Shanghai, China.    PDF 

  •  J. Thomas, J. Jin, J. Dauwels, S. Cash, and M.B. Westover, “Clustering Of Interictal Spikes By Dynamic Time Warping And Affinity Propagation,” 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2016), 20-25 Mar 2016, Shanghai, China.    PDF  

  • A. R. Johansen, J Jin, T. Maszczyk, J. Dauwels, S. Cash, and M.B. Westover, “Epileptiform Spike Detection Via Convolutional Neural Networks,” 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2016), 20-25 Mar 2016, Shanghai, China.    PDF ​​

  • Y. Tahir, D. Chakraborty, J. Dauwels, N. Thalmann, D. Thalmann, and J. Lee, “Non-Verbal Speech Analysis Of Interviews With Schizophrenic Patients,” 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2016), 20-25 Mar 2016, Shanghai, China.    PDF

  • R. S. Reddy, P. Gupta, K. Pugalenthi, H. Mishra, A. Ukil, J. Dauwels, "Pressure and Flow Variation in Gas Distribution Pipeline for Leak Detection," 17th IEEE Int. Conf. on Industrial Technology-ICIT, Taipei, Taiwan, 23-26 Mar 2016.  
     

  • C. E. Campanella, G. Ai, A. Ukil, "Distributed fiber optics techniques for gas network monitoring," 2016 IEEE International Conference on Industrial Technology (ICIT), 14-17 March 2016, Taipei, Taiwan