> 2015

Journal Papers

N. Mitrovic, T. Asif, J. Dauwels, P. Jaillet, “Low-dimensional Models for Compression, Compressed Sensing, and Prediction of Large-Scale Traffic Data,” IEEE Transactions on Intelligent Transportation Systems, Oct 2015, Volume: 16, Issue: 5, Pages: 2949 - 2954, DOI: 10.1109/TITS.2015.2411675 (IF: 3.064). PDF

T. Asif, N. Mitrovic, J. Dauwels, P. Jaillet, “Near-Lossless Compression for Large Traffic Networks,” IEEE Transactions on Intelligent Transportation Systems, Aug 2015, Volume: 16, Issue: 4 Pages: 1817 - 1826, DOI: 10.1109/TITS.2014.2374335 (IF: 3.064). PDF

E. Gallego-Jutglà, J. Solé-Casals, F. Vialatte, J. Dauwels, A. Cichocki, “EEG based index for early diagnosis of Alzheimer's disease,” Journal of Alzheimer's Disease, Jul 2015, vol. 43:4, pp. 1175-84, 2015 (IF: 4.17). PDF

W. Zhao, J. Dauwels, and J. Cao, “The effects of cell asynchrony on gene expression levels: analysis and application to Plasmodium falciparum,” IEEE Journal of Biomedical and Health Informatics, Jul 2015, Volume: 19, Issue: 4 Pages: 1301 - 1307, DOI: 10.1109/JBHI.2015.2434499, (IF: 1.939). PDF

P.N. Taylor, J. Thomas, N. Sinha, J. Dauwels, M. Kaiser, T. Thesen, and J. Ruths, “Optimal control based seizure abatement using patient derived connectivity,” Frontiers in Neuroscience, Jun 2015, vol. 9:202. (IF: 3.7). PDF

J. Lui, D. Liu, J. Dauwels, and H.S. Seah, “3D Human Motion Tracking by Exemplar-based Conditional Particle Filter,” Signal Processing, May 2015, vol. 110, pp.164-177 (IF: 2.238). PDF

C. Laske, H. R. Sohrabi, S. M. Frost, K. López-de-Ipiña, P. Garrard, M. Buscema, J. Dauwels, S. R. Soekadarl, S. Mueller, C. Linnemann, S. Bridenbaugh, Y. Kanagasingam, R. N. Martins, S. E. O'Bryant, “Innovative diagnostic tools for early detection of Alzheimer’s disease,” Alzheimer & Dementia, May 2015, vol. 11:5, pp. 561-78 (IF: 17.472). PDF

J. Sole-Casals, F. Vialatte, and J. Dauwels, “Alternative Techniques of Neural Signal Processing in Neuroengineering,” Cognitive Computation, Feb 2015, vol. 7:1, pp 1-2. (IF: 1.67). PDF

E. Gallego-Jutglà, J. Solé-Casals, F. Vialatte, M. Elgendi, A. Cichocki, and J. Dauwels, “A hybrid feature selection approach for the early diagnosis of Alzheimer’s disease,” Journal of Neural Engineering, Feb 2015, vol. 12:1, 016018. doi: 10.1088/1741-2560/12/1/016018 (IF: 3.415). PDF

Z. Jingshan, J. Dauwels, L. Tian, L. Waller, “Partially Coherent Phase Imaging with Unknown Source Shapes,” Biomedical Optics Express, Jan 2015, vol. 6:1, pp. 257–265 (IF: 3.497). PDF

Book Chapters

M. Constable, J. Dauwels, S. Dauwels, U. Rasheed, M. Zhou, Y. Tahir, “Visualising a Dyadic Conversation Using a Game Engine,” Springer Book Chapter on Autonomous Virtual Humans and Social Robots, Editors: N. Thalmann, J. Yuan, D. Thalmann, (invited book chapter), Springer, Sep 2015, Context Aware Human-Robot and Human-Agent Interaction, Human–Computer Interaction Series, pp. 81-111. PDF

Conference Papers

J. Li, I. Prasad, J. Dauwels, N. Thakor and H. Ai-Nashash, “Vigilance Differentiation from EEG Complexity Attributes,” 22nd International Conference on Neural Information Processing (ICONIP2015), 9-12 Nov 2015, Istanbul (Turkey). PDF

H. Yu and J. Dauwels, “Variational Bayes Learning Of Graphical Models With Hidden Variables,” 2015 IEEE International Workshop on Machine Learning for Signal Processing, 17-20 Sep 2015, Boston, USA. PDF

A. Narayanan, N. Mitrovic, T. Asif, J. Dauwels and P. Jaillet, “Travel time estimation using speed predictions,” 18th IEEE International Conference on Intelligent Transportation Systems, 15-18 Sep 2015, Las Palmas de Gran Canaria. PDF

Y. Tahir, D. Chakraborty, T. Maszczyky, S. Dauwels, J. Dauwels, N. Thalmann and D. Thalmann, “Real-Time Sociometrics from Audio-Visual Features for Two-Person Dialogs,” 2015 IEEE International Conference on Digital Signal Processing (DSP), 21-24 Jul 2015, Singapore. PDF

H. Yu and J. Dauwels, “Variational Inference for Graphical Models of Multivariate Piecewise-Stationary Time Series,” Fusion 2015 - 18th International Conference on Information Fusion, 6-9 Jul 2015, Washington DC. PDF

L.W. Leong, K. Lee, K. Swapnil, X. Li, Y.T.V. Ho, N. Mitrovic, T. Asif, J. Dauwels, and P. Jaillet, “Improving Traffic Prediction by Including Rainfall Data,” 14th Intelligent Transportation Systems (ITS) Asia Pacific Forum, 27-29 Apr 2015, Nanjing China. PDF

H. Yu and J. Dauwels, “Variational Bayes Learning Of Multiscale Graphical Models,” 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 19 – 24 Apr 2015, Brisbane, Australia. PDF

M. Wang, L.L.S. Ong, J. Dauwels, H. H. Asada, “Automated Tracking Of Cells From Phase Contrast Images By Multiple Hypothesis Kalman Filters,” 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 19 – 24 Apr 2015, Brisbane, Australia. PDF
M. Wang, L.L.S. Ong, J.Dauwels, H.H. Asada, "Automatic detection of endothelial cells in 3D angiogenic sprouts from experimental phase contrast images," SPIE Medical Imaging 2015, 21 - 26 February 2015, Orlando, Florida, United States

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