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

> 2014

Journal Papers

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  • P. Taylor, Y. Wang, M. Goodfellow, J. Dauwels, F. Moeller, U. Stephani, G. Baier, “A computational study of stimulus driven epileptic seizure abatement,” PLoS ONE, Dec 2014, vol. 9:12 (IF: 3.534).    PDF

​        https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4273970/pdf/pone.0114316.pdf   (PLOS ONE Access)

  • H. Yu, J. Dauwels, and P. Jonathan, “Extreme-Value Graphical Models with Multiple Covariates,” IEEE Trans Signal Processing, Nov 2014, vol. 62:21, pp. 5734 - 5747 (IF: 2.813).    PDF

  • P. Taylor, M. Kaiser, J. Dauwels, “Structural connectivity based whole brain modelling in epilepsy,” Journal Neuroscience Methods, Oct 2014, vol. 236, pp. 51-57 (invited) (IF: 2.114).    PDF

  • L. Garg, J. Dauwels, A. Earnest, and K.P. Leong, “Tensor based methods for handling missing data in quality-of-life questionnaires,” IEEE Transactions on Information Technology in Biomedicine, IEEE J Biomed Health Inform, Sep 2014, vol.18:5, pp. 1571 - 1580 (IF: 1.939).    PDF​ ​

  • Z. Jingshan, R. A. Claus, J. Dauwels, L. Tian, and L. Waller, “Transport of intensity phase imaging by intensity spectrum fitting of unequally spaced defocus planes,” Optics Express, May 2014, vol. 22:9, pp. 10661-10674 (IF: 3.546).    PDF

 

  • T. Asif, J. Dauwels, C.Y. Goh, A. Oran, E. Fathi, M. Xu, M.M. Dhanya, N. Mitrovic, and P. Jaillet, "Spatiotemporal Patterns in Large-Scale Traffic Speed Prediction," IEEE Transactions on Intelligent Transportation Systems,  Apr 2014, vol. 15:2, pp.794-804, (IF: 3.064).    PDF  ​ 

  • L.L. Ong, J. Dauwels, M.H. Ang Jr, and H.H. Asada, “A Bayesian filtering approach to incorporate 2D/3D time-lapse confocal images for tracking angiogenic sprouting cells interacting with the gel matrix,” Med Image Anal., Jan 2014, vol. 18:1, pp. 211-27 (IF: 4.087).    PDF

Book Chapters

  • M. Elgendi, J. Dauwels, B. Rebsamen, R. Shukla, Y. Putra, J. Gamez, Z. Niu, B. Ho, N. Prasad, D. Aggarwal, A. Nair, V. Mishuhina, F. B. Vialatte, M. Constable, A. Cichocki, C. Latchoumane, J. Jeong, D. Thalmann, and N. Thalmann, "From Auditory and Visual to Immersive Neurofeedback: Application to Diagnosis of Alzheimer's Disease,"  in Neural Computation, Neurodevices, and Neural Prosthesis, (invited book chapter), Springer New York, pp 63 - 97, Mar 2014.    PDF  

  • S. Sarda, M. Constable, J. Dauwels, S. Dauwels (Okutsu), M. Elgendi, M. Zhou, U. Rasheed, Y. Tahir, D. Thalmann, and N. Thalmann, “Real-Time Feedback System for Monitoring and Facilitating Discussions,” Natural Interaction with Robots, Knowbots and Smartphones - Putting Spoken Dialog Systems into Practice, Lecture Notes in Computer Science, Springer, Jan 2014, pp 375-387.    PDF​

Conference Papers

  • S. Jere, J. Dauwels, T. Asif, N. Mitrovic, A. Cichocki, and P. Jaillet, "Extracting Commuting Patterns in Railway Networks through Matrix Decompositions," 13th IEEE International Conference on Control, Automation, Robotics and Vision, ICARCV 2014, 10-12 Dec 2014, Singapore.    PDF

  • J. Dauwels, A. Aslam, T. Asif, X. Zhao, N. Mitrovic, A. Cichocki, and P. Jaillet, "Predicting Traffic Speed in Urban Transportation Subnetworks for Multiple Horizons," 13th International Conference on Control, Automation, Robotics and Vision, ICARCV 2014, 10-12 Dec 2014, Singapore.    PDF

  • R. Ansar, P. Sarampakhul, S. Ghosh, N. Mitrovic, T. Asif, J. Dauwels, P. Jaillet, "Evaluation of smart-phone performance for real-time traffic prediction," IEEE 17th International Conference on Intelligent Transportation Systems (ITSC), 8 - 11 Oct 2014, Qingdao, China.    PDF

  • D. Menoth, T. Asif, N. Mitrovic, J. Dauwels, P. Jaillet, "Wavelets on graphs with application to transportation networks," IEEE 17th International Conference on Intelligent Transportation Systems (ITSC), 8 - 11 Oct 2014, Qingdao, China.    PDF

  • N. Sinha, P. N. Taylor, J. Dauwels, and J. Ruths, “Development of optimal stimuli in a heterogeneous model of epileptic spike-wave oscillations,” 2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC2014), 5-8 Oct 2014, San Diego, US.    PDF 

  • N. Sinha, J. Dauwels, Y. Wang, S.S. Cash, P. Taylor, “An in Silico Approach for Pre-Surgical Evaluation of an Epileptic Cortex,” 36th Annual International Conference of the IEEE Engineering In Medicine And Biology Society (EMBC 2014), 26-30 Aug 2014, Chicago, US.    PDF

  • J. Jin, J.Dauwels, and S. Cash, “Automated Localization of the Seizure Focus Using Interictal Intracranial EEG,” 36th Annual International Conference of the IEEE Engineering In Medicine And Biology Society (EMBC 2014), 26-30 Aug 2014, Chicago, US.    PDF

  • P. Kumar, F. Mahmood, D. Menoth, K.K.F. Wong, A. Agrawal, M. Elgendi, R. Shukla, J. Dauwels, A.H.D. Chan, “On the Effect of Subliminal Priming on Subjective Perception of Images: A Machine Learning Approach,” 36th Annual International Conference of the IEEE Engineering In Medicine And Biology Society (EMBC 2014),  26-30 Aug 2014, Chicago, US.    PDF 

  • J. Jin, J. Dauwels, S.S. Cash, and B. Westover, “SpikeGUI: Software for Rapid Interictal Discharge Annotation Via Template Matching and Online Machine Learning,” 36th Annual International Conference of the IEEE Engineering In Medicine And Biology Society (EMBC 2014), 26-30 Aug 2014, Chicago, US.    PDF

  • L.L.S. Ong, M. Wang, J. Dauwels, H. H. Asada, “Segmentation of Densely Populated Cell Nuclei from Confocal Image Stacks Using 3D Non-Parametric Shape Priors,” 36th Annual International Conference of the IEEE Engineering In Medicine And Biology Society (EMBC 2014), 26-30 Aug 2014, Chicago, US.    PDF ​

  • W. Zhao, J. Dauwels, and J. Cao, “The Effects of Cell Asynchrony on Time-Series Data: An Analysis on Gene Expression Level of Plasmodium Falciparum,” 36th Annual International Conference of the IEEE Engineering In Medicine And Biology Society (EMBC 2014), 26-30 Aug 2014, Chicago, US.    PDF

  • J. Ruths, P. Taylor, J. Dauwels, “Optimal Control of an Epileptic Neural Population Model,” Proceedings of the International Federation of Automatic Control (IFAC), 24-29 Aug 2014, Cape Town, South Africa.    PDF 

  • H. Yu, L. Zhang, J. Dauwels, “Spatio-Temporal Graphical Models for Extreme Events,'' IEEE ISIT, 29 Jun - 4 Jul 2014, Honolulu, US.    PDF

  • J. Zhong, L. Tian, J. Dauwels, L. Waller, "Partially coherent phase microscopy with arbitrary illumination source shape," Computation Optical Sensing and Imaging (COSI 2014), 22-26 Jun 2014, Hawaii, USA.    PDF

  • J. Zhong, R. Claus, J. Dauwels, L. Tian, L. Waller, ''Non-uniform sampling and Gaussian process regression in transport of intensity phase imaging,” ICASSP 2014, 4-9 May 2014, Florence, Italy.    PDF

  • H. Yu, C. Li, and J. Dauwels, "Network Inference and Change Points Detection for Piecewise-Stationary Time Series," ICASSP, 4-9 May 2014, Florence, Italy.    PDF

  • B. Li , H. Yu, J. Dauwels, K.S. Low, “Sensor Fault Detection by Sparsity Optimization,” ICASSP 2014, 4-9 May 2014, Florence, Italy.    PDF​​

  • H. Yu, C. Li, J. Dauwels,  "Networks Inference and Change Point Detection for Piecewise-Stationary Time Series," ICASSP 2014, 4-9 May 2014, Florence, Italy.    PDF

  • H. Yu, W. I. T. Uy, J. Dauwels, "Modeling Spatial Extremes Via Ensemble-Of-Trees of Pairwise Copulas,'' ICASSP 2014, 4-9 May 2014, Florence, Italy.    PDF

  • H. Yu, J. Cheng, J. Dauwels, "Extreme-Value Graphical Models with Multiple Covariates,'' ICASSP 2014, 4-9 May 2014, Florence, Italy.    PDF

  • J. Jing, J. Dauwels, F.B. Vialatte, A. Cichocki, “Synchrony Analysis of Paroxysmal Gamma Waves in Meditation EEG,” ICASSP 2014, 4-9 May 2014, Florence, Italy.    PDF
     

  • N. Mitrovic, T. Asif, J. Dauwels, P. Jaillet, “Compressed Prediction of Large-Scale Urban Traffic,” ICASSP 2014, 4-9 May 2014, Florence, Italy.   

  • Y.Tahir, U. Rasheed, S. Dauwels, and J. Dauwels, “Perception of humanoid social mediator in two-person dialogs,” Proceedings of the 2014 ACM/IEEE international conference on Human-robot interaction, 3-6 Mar 2014, Bielefeld, Germany, p.300-301.    PDF​​