Journal Papers

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• F. Vialatte, J. Dauwels, T. Musha, A. Cichocki, "Audio representations of multi-channel EEG: a new tool for diagnosis of brain disorders," American Journal of Neurodegenerative Disease, Nov 2012, vol.1:3, pp. 292-304 .   PDF

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• J. Dauwels and K. Srinivasan, “Diagnosis of Alzheimer’s Disease Using Electric Signals of the Brain: A Grand Challenge,” Asia Pacific Biotech News, Oct – Nov  2012, vol. 16:10-11.    PDF

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• ​W. Zhao, J. Dauwels, J. Niles, and J. Cao, “Computational synchronization of microarray data with application to Plasmodium falciparum,” Proteome Science, v10 (Suppl 1), Jun 2012, PMC3380736 doi:  10.1186/1477-5956-10-S1-S10 (IF: 2.49).    PDF ​

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• J. Dauwels, T. Weber, F. Vialatte, and A. Cichocki, “Quantifying Statistical Interdependence—Part  III: N > 2 Point Processes,” Neural Computation, Feb 2012, vol. 24:2, pp. 408–454. (IF: 2.335).    PDF 

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Book Chapters

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• J. Dauwels, H. Yu, X.Wang, F. Vialatte, C. Latchoumane, A. Cichocki, and J. Jeong, ”Inferring Brain Networks Through Graphical Models with Hidden Variables,” Lecture Notes in Artificial Intelligence LNAI 7263, Surveys of the State of the Art Machine Learning and Interpretation in Neuroimaging MLINI 2011, Springer, Nov 2012, pp. 194-201.     PDF  

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Conference Papers

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• S. Sarda, M. Constable, J. Dauwels, S. Dauwels (Okutsu), M. Elgendi, Z. Mengyu, U. Rasheed, Y. Tahir, D. Thalmann, N. Thalmann, “Real-Time Feedback System for Monitoring and Facilitating Discussions,” 4th International Workshop on Spoken Dialog System IWSDS 2012, 28-30 Nov 2012, Paris, France.

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• C.Y. Goh, J. Dauwels, N. Mitrovic, T. Asif, A. Oran, and P. Jaillet,  “Online map-matching based on Hidden Markov model for real-time traffic sensing applications,” IEEE Intelligent Transportation Systems Conference, 16 - 19 Sep 2012, Hilton, Anchorage, AK, USA.    PDF

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• J. Dauwels, T. Asif, C. Y. Goh, A. Oran, E. Fathi, M. Xu, M. M. Dhanya, N. Mitrovic and P. Jaillet, “Unsupervised Learning Based Performance Analysis of n-Support Vector Regression for Speed Prediction of a Large Road Network,” IEEE Intelligent Transportation Systems Conference, 16 - 19 Sep 2012, Hilton, Anchorage, AK, USA.   PDF

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• E. Gallego-Jutglà, M. Elgendi, F. B. Vialatte, J. Solé-Casals, A. Cichocki, C. Latchoumane, J. Jeong, J. Dauwels, “Diagnosis of Alzheimer’s Disease from EEG by Means of Synchrony Measures in Optimized Frequency Bands,” EMBC 2012, 28 Aug - 1 Sep 2012, San Diego, USA.    PDF 

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• M. Bjornsdotter, S. Rosenthal, D. Sona, J. Dauwels, “Clustered subsampling for behaviorally informed diagnostic brain mapping,” Fusion 2012 - 15th International Conference on Information Fusion, 9-12 Jul 2012,  Singapore. PDF

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• H. Yu, Z. Choo, W. Isaac T. Uy, J. Dauwels, P. Jonathan, “Modeling Extreme Events in Spatial Domain by Copula Graphical Models,” Fusion 2012 - 15th International Conference on Information Fusion, 9-12 Jul 2012, Singapore.   PDF 

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• H. Yu, J. Dauwels, Z. Xu, S. Xu, and W. Isaac T. Uy , “Copula Gaussian Multiscale Graphical Models with Application to Geophysical Modeling,” Fusion 2012 - 15th International Conference on Information Fusion, 9-12 Jul 2012, Singapore.    PDF

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• H. Yu, Z. Choo, J. Dauwels, P. Jonathan, and Q. Zhou, “Modeling Spatial Extreme Events using Markov Random Field Priors,” 2012 IEEE International Symposium on Information Theory, 1-6 Jul 2012, MIT, Cambridge, MA.    PDF

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• J. Zhong, J. Dauwels, M. A. Vazquez, L. Waller, “Low-complexity noise-resilient recovery of phase and amplitude from defocused intensity images," Computational Optical Sensing and Imaging (COSI), 24-28 Jun 2012, Monterey Plaza Hotel, Monterey, California, United States.    PDF

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• H. Yu, J. Dauwels, X. Wang, ''Copula Gaussian Graphical Model with Hidden Variables," ICASSP 2012, 25-30 Mar 2012, Kyoto, Japan.    PDF

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• K. Srinivasan, J. Dauwels, M. Ramasubba, “Multi-channel EEG compression based on 3D decompositions,” ICASSP 2012, 25-30 Mar 2012, Kyoto, Japan.    PDF

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• J. Dauwels, L. Gar, A. Earnest, L. K. Pang, “Tensor Factorizations for Missing Data Imputation in Medical Questionnaires,” ICASSP 2012, 25-30 Mar 2012, Kyoto, Japan.    PDF​

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• J. Zhong, J. Dauwels, M. A. Vazquez, L. Waller, “Efficient Gaussian Inference Algorithms for Phase Imaging,'' ICASSP 2012, 25-30 Mar 2012, Kyoto, Japan.    PDF