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> 2011

Journal Papers

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  • K. Srinivasan, J. Dauwels, and M. Ramasubba, "A two-dimensional approach for lossless EEG compression," Biomedical Signal Processing and Control, Volume 6, Issue 4, Oct 2011, Pages 387-394.    PDF  

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  • F. Vialatte, J. Dauwels, M. Maurice, and A. Cichocki, "Improving the specificity of EEG for diagnosing Alzheimer's disease," International Journal of Alzheimer's Disease, (invited paper), Volume 2011, Article ID 259069, 7 pages, Mar 2011, doi:10.4061/2011/259069.    PDF 

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  • J. Dauwels,  K. Srinivasan, M. Ramasubba, T. Musha, F. Vialatte, C. Latchoumane, J. Jeong, A. Cichocki, "Slowing and loss of complexity in Alzheimer's EEG: Two sides of the same coin?,"  International Journal of Alzheimer's Disease, (invited paper), Volume 2011, Article ID 539621, Feb 2011, doi:10.4061/2011/539621.    PDF

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Conference Papers

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  • W. Zhao, J. Dauwels, J. Niles, and J. Cao, “Computational Synchronization of Microarray Data: A Case Study on Plasmodium falciparum," 2011 Machine Learning in Computational Biology (MLCB) Workshop, Neural Information Processing Systems, 17 Dec 2011, Sierra Nevada, Spain.    PDF

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  • J. Dauwels, H. Yu, X. Wang, F. B. Vialatte, C. Latchoumane, J. Jeong, and A. Cichocki, ''Inferring Brain Networks through Graphical Models with Hidden Variables,'' NIPS 2011 workshop on Machine Learning and Interpretation in Neuroimaging, 16-17 Dec 2011, Melia Sierra Nevada & Melia Sol y Nieve, Sierra Nevada, Spain.    PDF

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  • J. Dauwels, H. Yu, X. Wang, Z. Xu, S. Xu, ''New Classes of Copula Gaussian Graphical Models,'' NIPS 2011 Workshop on Copulas in Machine Learning, 16 Dec 2011, Sierra Nevada, Spain. 

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  • J. Dauwels, L. Gar, A. Earnest, L. K. Pang, "Handling Missing Data in Medical Questionnaires Using Tensor Factorizations and Decompositions," The Eighth International Conference on Information, Communications, and Signal Processing (ICICS 2011), 13-16 Dec 2011, Singapore.  

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  • W. Zhao, J. Dauwels, J. Niles, and J. Cao, “Deconvolution of microarray data predicts transcriptionally regulated protein kinases of Plasmodium falciparum,” 2011 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 12-15 Nov 2011, Atlanta, GA, US.    PDF

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  • M. Elgendi, F. B. Vialatte, M. Constable, and J. Dauwels, “Immersive Neurofeedback: A New Paradigm,” NCTA2011, 24-26 Oct 2011, Paris.    PDF

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  • W. Zhao, J. Dauwels, J. Niles, and J. Cao, “Deconvolution of microarray data predicts transcriptionally regulated protein kinases of Plasmodium falciparum,” Second Singapore Conference on Statistical Science, Singapore, 19-20 Sep 2011, Singapore.    PDF

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  • L. Gar, J. Dauwels, A. Earnest, L. K. Pang, "Tensor Decompositions based method for handling missing data in medical questionnaires," Second Singapore Conference on Statistical Science, 19-20 Sep 2011, Singapore.

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  • J. Dauwels, H. Yu, X. Wang, ''Gaussian Copula Graphical Models: Efficient Inference Methods and Multi-Scale Extensions,'' Second Singapore Conference on Statistical Science, 19-20 Sep 2011, Singapore.  

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  • M. Elgendi, F. B. Vialatte, A. Cichocki, C. Latchoumane, J. Jeong and J. Dauwels, "Optimization of EEG Frequency Bands for Improved Diagnosis of Alzheimer Disease," 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 30 Aug – 3 Sep 2011, Boston.    PDF 

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  • M. Elgendi, B. Rebsamen, A. Cichocki, F. B. Vialatte and J. Dauwels, "Real-Time Wireless Sonification of Brain Signals," International Conference on Cognitive Neurodynamics, 9-13 June 2011, Hokkaido.    PDF

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  • J. Dauwels, E. Eskandar, A. Cole, D. Hoch, R. Zepeda, S. S. Cash, "Graphical Models for Localization of the Seizure Focus from Interictal Intracranial EEG," IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2011), 22- 27 May 2011, Prague, Czech Republic.    PDF

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  • J. Dauwels, K. Srinivasan, M. Ramasubba, A. Cichocki, "Multi-channel EEG compression based on matrix and tensor decompositions," IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2011), 22- 27 May 2011, Prague, Czech Republic.    PDF

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  • J. Dauwels, "Signal Processing for Telemedicine: Key Challenges," Proc. 1st International Conference on Bioengineering (ICOB), 19 Jan 2011, NTU, Singapore.  ​

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