Cogniomics​

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• Y.H.V. Chua, P. Rajalingam, S.C. Tan, J. Dauwels, "Learning Technology for Education Challenges", 8th International Workshop, LTEC 2019, Zamora, Spain, July 15–18, 2019.

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• Y. H. V. Chua, J. Dauwels, S. C. Tan, "Technologies for automated analysis of co-located, real-life, physical learning spaces: Where are we now ?", The 9th International Learning Analytics and Knowledge Conference (LAK'19), 4 - 8 March 2019, Arizona PDF​​

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• A. Vishwanath, A. Singh, J. Dauwels, C.Y.H. Victoria, N.M. Thalmann, R. Satapathy, "Humanoid co-workers: How is it like to work with a robot?" , https://psyarxiv.com/524nx/

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• S. Basu, Y. H. V. Chua, M. W. Lee, W. G. Lim, T. Maszczyk, Z. Guo, J. Dauwels, "Towards a data-driven behavioral approach to prediction of insider-threat", International Workshop on Big Data Analytics for Cyber Threat Hunting (CyberHunt 2018), 10 - 14  December 2018, Seattle, WA PDF

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• A. James, M. Kashyap, Y. H. V. Chua, T. Maszczyk, J. Dauwels, R. Bull, A. Moreno-Núñez, "Inferring the Climate in Classrooms from Audio and Video Recordings: A Machine Learning Approach", International Conference on Teaching, Assessment and Learning for Engineering 2018 (IEEE TALE2018),  4 - 7  December 2018, Wollongong, Australia PDF

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• S. Xu, Z. Yang, D. Chakraborty, Y. Tahir, T. Maszczyk, Y. H. V. Chua, J. Dauwels, D. Thalmann, N. M. Thalmann, B. L. Tan, J. C. K. Lee, "Automatic Verbal Analysis of Interviews with Schizophrenic Patients", 2018 23rd International Conference on Digital Signal Processing (DSP), 19 - 21 November 2018, Shanghai, China PDF

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• D. Chakraborty, S. Xu, Z. Yang, Y. H. V. Chua, Y. Tahir, J. Dauwels, D. Thalmann, N. M. Thalmann, B. L. Tan, J. C. K. Lee, "Prediction of Negative Symptoms of Schizophrenia from Objective Linguistic, Acoustic and Non-verbal Conversational Cues", 3 - 5 October 2018 International Conference on Cyberworlds (CW), Singapore PDF
   

• J. Thomas,  L. Comoretto, J. Jing, J. Dauwels, S. S. Cash, M.B. Westover, "EEG CLassification Via Convolutional Neural Network-Based Interictal Epileptiform Event Detection", 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'18), July 17-21 2018, Honululu, Hawaii
   

• J. Jing, E. d'Angremont, S. Zafar, E. S. Rosenthal, M. Tabaeizadeh, S. Ebrahim, J. Dauwels, M. B. Westover, "Rapid Annotation of Seizures and Interictal-ictal Continuum EEG Patterns", 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'18), July 17-21 2018, Honululu, Hawaii

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• A. James, Y. H. V. Chua, T. Maszczyk, J. Dauwels, R. Bull, K. Lee, A. Moreno-Núñez, "Automated Classification of Classroom Climate by Audio Analysis", International Workshop on Spoken Dialog System Technology 2018 (IWSDS 2018), 14 - 16 May 2018, Singapore PDF  

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• S. Xu, Z. Yang, D. Chakraborty, Y. Tahir, T. Maszczyk, Y. H. V. Chua, J. Dauwels, D. Thalmann, N. M. Thalmann, B. L. Tan, J. C. K. Lee, "Automated Lexical Analysis of Interviews with Schizophrenic Patients", International Workshop on Spoken Dialog System Technology 2018 (IWSDS 2018)​, May 14 - 16 2018,  Singapore PDF
   

• E. Bagheri, J. Jing, J. Dauwels, S. Cash, and M.B. Westover, "Classifier cascade to aid in detection of epileptiform transients in interictal EEG", 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 15-20 April 2018, Calgary, Canada
   

• D. Chakraborty, Y. Tahir, T. Maszczyk, J. Dauwels, D. Thalmann, N.M. Thalmann, B. L. Tan, J. C. K. Lee, "Assessment and prediction of negative symptoms of schizophrenia from RGB+ D movement signals", IEEE 19th International Workshop on Multimedia Signal Processing (MMSP2017), 16-18 October 2017, Luton, UK.
   

• J. Thomas, T. Maszczyk, N. Sinha, T. Kluge, J. Dauwels, "Deep learning-based classification for brain-computer interfaces," 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC2017), 5-8 October 2017, Banff, Canada.
   

• J. Thomas, J. Jing, J. Dauwels, S.S. Cash, M. B. Westover, "Automated epileptiform spike detection via affinity propagation-based template matching," 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17), 11-15 July 2017, Jeju, Korea. 

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•  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​

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• E. Bagheri, J. Jing, 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 

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•  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 

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• 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​​

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• 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
   

• 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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• 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 

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• 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

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• 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

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• 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 

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• 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

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• 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 

  

• 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

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• M. Björnsdotter, H. Malmgren and J. Dauwels, "Volume-of-interest subsampling for diagnostic brain mapping: application to the ADNI cohort," 19th Annual Meeting of the Organization for Human Brain Mapping, 16-20 Jun 2013, Washington State Convention Center, Seattle, WA, USA.  

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• M.A. Vazquez, J. Jin, J. Dauwels, F. B. Vialatte, “Automated Detection of Paroxysmal Gamma Waves in Meditation EEG,” ICASSP 2013, 26-31 May 2013, Vancouver, BC, Canada.    PDF

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• N. Vij, Z. Wu, M. Bjornsdotter, J. Dauwels and F. B. Vialatte, “A multimodal approach to analysis of steady state visually evoked potentials,” SCCI 2013, 2013 IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain, 16-19 Apr 2013, Singapore.    PDF

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• P. N. Taylor, G. Baier, S. S. Cash, J. Dauwels, J. J. Slotine, Y. Wang, “A model of stimulus induced epileptic spike-wave discharges,” SCCI 2013, 2013 IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain, 16-19 Apr 2013, Singapore.    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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• 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, H. Yu, X. Wang, F. 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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• 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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• 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 Jun 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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• J. Dauwels and  F. B. Vialatte, "Topics in Brain Signal Processing," Proc. APSIPA Annual Summit and Conference 2010 (APSIPA 2010), 14-17 Dec 2010, Biopolis, Singapore.    PDF

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• J. Dauwels and S.S. Cash, "Machine Learning for Guiding Neurosurgery in Epilepsy," Predictive Models in Personalized Medicine (NIPS 2010 Workshop), 6-11 Dec 2010, Whistler, BC.  

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• J. Dauwels, K. Srinivasan, M. Ramasubba., A. Cichocki, "Compression of Electroencephalograms using Tensor Decompositions," Tensors, Kernels, and Machine Learning (NIPS 2010 Workshop), 6-11 Dec 2010, Whistler, BC.  

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• J. Dauwels, S.S. Cash et al., "Automated localization of the seizure focus from interictal intracranial EEG," Proc.14th International Conference on Cognitive and Neural Systems, 19-22 May 2010, Boston.​

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• S. G. Iyengar, J. Dauwels, P. K. Varshney, and A. Cichocki, "Computing brain synchrony by applying copula theory," Proc. IEEE Int. Conf. on Acoustics and Signal Processing (ICASSP 2010), 14-19 Mar 2010, Texas, Dallas, US.    PDF

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• J. Dauwels, F. B. Vialatte, and A. Cichocki, "On the Early Diagnosis of Alzheimer's Disease from EEG Signals: A Mini-Review," Proc. 2nd International Conference on Cognitive Neurodynamics (ICCN09), 15-19 Nov 2009, Zhejiang University, Hangzhou, China .    PDF

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• F. B. Vialatte, J. Sole-Casals, A. Hazart, D. Prvulovic, J. Dauwels, J. Pantel, and C. Haenschel, "Modeling transient oscillations in the EEG of patients with mild cognitive impairment," Proc. 2nd International Conference on Cognitive Neurodynamics (ICCN09), 15-19 Nov 2009, Zhejiang University, Hangzhou, China.  

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• J. Dauwels, F. B. Vialatte, C. Latchoumane, J. Jeong, and A. Cichocki, “Loss of EEG Synchrony in Early-Stage AD patients: a Study with Multiple Synchrony Measures and Multiple EEG Data Sets,” Proc. 31th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC09), 2-6 Sep 2009, Minneapolis, Minnesota, US. (invited paper).    PDF

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• J. Dauwels, S. S. Cash, and E. Eskandar, “Localization of Seizure Onset Area from Intracranial Non-Seizure EEG by Exploiting Locally Enhanced Synchrony,” Proc. 31th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC09), 2-6 Sep 2009, Minneapolis, Minnesota, US.    PDF

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• J. Dauwels, F. B. Vialatte, T. Weber, and A. Cichocki, “On similarity measures for spike trains,” International Conference on Neural Information Processing, 25-28 Nov 2008, Auckland, New Zealand.    PDF 

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• J. Dauwels, F. B. Vialatte, T. Weber, and A. Cichocki, “An Exemplar-Based Statistical Model for the Dynamics of Neural Synchrony,” International Conference on Neural Information Processing, 25–28 Nov 2008, Auckland, New Zealand. PDF 

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• J. Dauwels, Y. Tsukada, Y. Sakumura, S. Ishii, F. B. Vialatte, and A. Cichocki, “On the synchrony of morphological and molecular signaling events in cell migration,” International Conference on Neural Information Processing, 25-28 Nov 2008, Auckland, New Zealand.    PDF

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• F. B. Vialatte, J. Dauwels, J. Sole-Casals, M. Maurice and A. Cichocki, “Improved Sparse Bump Modeling for Electrophysiological Data,” International Conference on Neural Information Processing, 25-28 Nov 2008, Auckland, New Zealand.  

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• F. B. Vialatte, M. Maurice, J. Dauwels, and A. Cichocki, “Steady State Visual Evoked Potentials in the Delta Range (0.5-5 Hz),” International Conference on Neural Information Processing, 25-28 Nov 2008, Auckland, New Zealand. 

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• J. Dauwels, T. Weber, F. B. Vialatte, and A. Cichocki, “Stochastic Synchrony, Application to Neural Signals and Early Prediction of Alzheimer’s Disease,” Proceedings of the 3rd INFORMS Workshop on Data Mining and Health Informatics (DM-HI 2008) J. Li, D. Aleman, R. Sikora, eds., 11 Oct  2008, Washington DC, USA.    PDF​

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• J. Dauwels, T. Weber, F. B. Vialatte, and A. Cichocki, “Analyzing brain signals by combinatorial optimization,” Forty-Sixth Annual Allerton Conference on Communication, Control, and Computing, 23–26 Sep 2008, Allerton Retreat Center, Monticello, Illinois.  

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• J. Dauwels, T. Weber, F. B. Vialatte, and A. Cichocki, “Quantifying the Similarity of Multiple Multi-Dimensional Point Processes by Integer Programming with Application to Early Diagnosis of Alzheimer’s Disease from EEG,” Proc. 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC08), 20–24 Aug 2008, Vancouver, Canada, pp. 2657–60.    PDF

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• F. B. Vialatte, M. Maurice, J. Dauwels, and A. Cichocki, “HEEG virtual electrodes for synchrony measures,” OHBM meeting, 15-19 Jun 2008, Melbourne, Australia. Neuroimage, 41(S1):S142.  ​

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• J. Dauwels, T. Rutkowski, F. B. Vialatte, and A. Cichocki, “On the Synchrony of Empirical Mode Decompositions with Application to EEG,” Proc. IEEE Int. Conf. on Acoustics and Signal Processing (ICASSP), 31 Mar–4 Apr 2008, Las Vegas, USA, pp. 473–476.    PDF

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• J. Dauwels, F. B. Vialatte, T. Rutkowski, and A. Cichocki, “Machine Learning Methods for Exploring EEG Dynamics,” NIPS Workshop on Large-Scale Brain Dynamics, 7–8 Dec 2007, Whistler, Canada.  

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• T. Rutkowski, J. Dauwels, F. B. Vialatte, and A. Cichocki, “Time-Frequency and Synchrony Analysis of Responses to Steady-state Auditory and Musical Stimuli from Multichannel EEG,” NIPS Workshop on Music, Brain and Cognition, 7-8 Dec 2007, Whistler, Canada.    PDF

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• J. Dauwels, F. Vialatte, T. Rutkowski, and A. Cichocki, "Measuring Neural Synchrony by Message Passing," In Advances in Neural Information Processing Systems 20, NIPS 2007, Vancouver, British Columbia, Canada — 3-6 Dec 2007, Edited by J Platt, D Koller, Y Singer, S Roweis, Cambridge, MA: MIT Press 2008:361-368.    PDF  

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• J. Dauwels, F. B. Vialatte, and A. Cichocki, “A Comparative Study of Synchrony Measures for the Early Detection of Alzheimer’s Disease Based on EEG,” Proc. 2007 International Conference on Neural Information Processing (ICONIP), 13–16 Nov 2007, Kitakyushu, Japan, Lecture Notes In Computer Science 4984, Part I, pp. 112–125, Springer-Verlag Berlin, Heidelberg.    PDF

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• J. Dauwels, F. B. Vialatte, and A. Cichocki, “On a novel measure for synchrony and its application to EEG,” Neuro2007, 10-12 Sep 2007, Yokohama, Japan. Neuroscience Research, 58:185.  

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• J. Dauwels, F. B. Vialatte, and A. Cichocki, “A Novel Measure for Synchrony and Its Application to Neural Signals,” Proc. IEEE Int. Conf. on Acoustics and Signal Processing (ICASSP), 15–20 Apr 2007, Honolulu, Hawaii, pp. 1165–1168.    PDF

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• J. Dauwels and F. B. Vialatte, “Quantifying the synchrony between two event strings by performing inference in a probabilistic model,” Proc. IEICE Neuro-Computing Workshop, 11 Oct 2006, Nara, Japan.  ​​

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• 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

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• 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

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• 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​​

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• Y. Tahir, U. Rasheed, S. Dauwels, J. Dauwels, D. Thalmann and N. Thalmann, “NAO Robot as a Social Mediator: A User Study,” International Conference on Social Robotics (ICSR2013), 27-29 Oct 2013, Bristol, UK.  ​

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• U. Rasheed, Y. Tahir, S. Dauwels, J. Dauwels, D. Thalmann and N. Thalmann, “Real-Time Comprehensive Sociometrics for Two-Person Dialogs,” 4th International Workshop on Human Behavior Understanding, 22 Oct 2013, Barcelona.    PDF 

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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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Transportation Analytics ​

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• U. Muhammad, P. Vyas, A. Abraham, R.A. Sundaram, P. Mehta, J. Dauwels, "An Integrated Simulator for Testing and Validation of Autonomous Vehicle Applications with Physics-based Rendering Sensors", 26th ITS World Congress, Singapore, 21-25 October 2019 PDF

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• J.Y. Kuo, A. Sayeed, N.T. Tangirala, V.H.Y. Chua,  J. Dauwels, M.P. Mayer,  "Pedestrians’ Acceptance of Personal Mobility Devices on the Shared Path: A Structural Equation Modelling Approach" 26th ITS World Congress, Singapore, 21-25 October 2019 PDF

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• J.Y. Kuo, N.T. Tangirala, J. Murugesan, A. Sayeed, V.H.Y Chua, J. Dauwels and M.P. Mayer, "Experimental Analysis of Pedestrians’ Discomfort Zone for Personal Mobility Devices on the Footpath", 2019 IEEE 90th Vehicular Technology Conference: VTC2019-Fall 22–25 September 2019, Honolulu, Hawaii, USA. PDF

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• X. Jiang, H. Yu, M. Hoy, J. Dauwels, "Robust Linear-complexity Approach to Full SLAM Problems: Stochastic Variational Bayes Inference", 2019 IEEE 90th Vehicular Technology Conference: VTC2019-Fall 22–25 September 2019, Honolulu, Hawaii, USA. PDF

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• X. Jiang, H. Yu, M. Hoy, J. Dauwels, "Variational Bayesian Point Set Registration", 2019 IEEE 90th Vehicular Technology Conference: VTC2019-Fall 22–25 September 2019, Honolulu, Hawaii, USA. PDF

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• R.R. Pandi, S.G. Ho, S.C.Nagavarapu, J.Dauwels, “Adaptive Algorithm for Dial-A-Ride Problem with Vehicle Breakdown”, 18th European Control Conference (EEC), 25-28 June 2019, Naples, Italy. PDF​

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• R.R. Pandi, S.G. Ho, S.C.Nagavarapu, J.Dauwels, "Deterministic Annealing for Depot Optimization: Applications to Dial-a-ride Problems", IEEE Symposium series on computational intelligence (SSCI-2018), 18-21 Nov 2018, Bangalore, India PDF
   

• NT. Tangirala, A. Abraham, A. Choudhury, P. Vyas, R. Zhang, J. Dauwels, "Analysis of Packet drops and Channel Crowding in Vehicle Platooning using V2X communication", IEEE Symposium Series on Computational Intelligence (SSCI-2018), 18-21 Nov 2018 , Bangalore, India PDF
   

• R. Zhang, A. Abraham, S. Dasgupta, J. Dauwels, "Constrained Model Predictive Control using Kinematic Model of Vehicle Platooning in VISSIM Simulator", 15th International Conference on Control, Automation, Robotics and Vision (ICARCV 2018), November 18-21, 2018, Marina Bay Sands, Singapore. PDF
   

• R.R. Pandi, S.G. Ho, S.C.Nagavarapu, T.Tripathy, J.Dauwels, "GPU-Accelerated Tabu Search Algorithm for Dial-a-ride Problem", 21st IEEE Intelligent Transportation Systems Conference (ITSC), 04-07 Nov 2018, Maui Hawaii, USA.
   

• S.G. Ho, H.W. Koh, R.R. Pandi, S.C.Nagavarapu, J.Dauwels, "Solving Time-dependent Dial-a-ride Problem using Greedy Ant Colony Optimization", 21st IEEE Intelligent Transportation Systems Conference (ITSC), 04-07 Nov 2018, Maui Hawaii, US
   

• B. Ghosh, Y. Zhu, J. Dauwels, "Effectiveness of VMS Messages in Influencing the Motorists' Travel Behaviour", 2018 21st IEEE Intelligent Transportation Systems Conference (ITSC), 4-7 Nov 2018, Maui Hawaii, USA. PDF

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• P. Mitra, A. Choudhury, V. R. Aparow, G. Kulandaivelu, J. Dauwels Towards Modeling of Perception Errors in Autonomous Vehicles, 21st IEEE Intelligent Transportation Systems Conference (ITSC), 4-7 Nov 2018, Maui Hawaii, USA PDF
   

• S.G. Ho, S.C.Nagaravapu, R.R. Pandi, J.Dauwels, "An Improved Tabu Search Heuristics for Static Dial-a-ride Problem", 25th Intelligent Transport Systems World Congress (ITSWC), 17-21 Sep 2018, Copenhagen, Denmark
   

• S.G. Ho, R.R. Pandi, S.C.Nagaravapu, J.Dauwels, "Multi-Atomic Annealing Heuristic for the Dial-a-ride Problem", IEEE International Conference on Service operations, logistics and informatics (SOLI-2018), 31 Jul - 02 Aug 2018, Furama RiverFront, Singapore
   

• A. Chowdhury, G. Kulandaivelu, V.R. Aparow, T.H. Webster, N. de Boer, J.Dauwels, "A comprehensive simulation platform for testing Autonomous Vehicles", 14th International Symposium on Advanced Vehicle Control, 16-20 July 2018, Shanghai, China
   

• K. Lee, A. Prokhorchuk, J. Dauwels, P. Jaillet, "Estimation of travel time from taxi GPS data", 2017 IEEE Symposium Series on Computational Intelligence (SSCI), Nov 27 to Dec 1, 2017, Honolulu, Hawaii, USA
   

• B. Ghosh, J. Dauwels, U. Fastenrath, "Analysis and prediction of the queue length for non-recurring road incidents", IEEE Symposium Series on Computational Intelligence (SSCI-2017), 27 Nov-1st Dec 2017, Honolulu, Hawaii, USA. PDF
   

• S. Neogi, M. Hoy, J. Dauwels, "Context Based Pedestrian Intention Prediction using Factored Latent Dynamic Conditional Random Fields", 2017 IEEE Symposium Series on Computational Intelligence, 27-31 Nov 2017, Hawaii, USA
   

• S.C. Nagavarapu, T.Tripathy, J.Dauwels, "Development of a Simulation Platform to Implement Vehicle Routing Algorithms for Large Scale Fleet Management Systems", 20th IEEE International Conference on Intelligent Transportation Systems (ITSC): Workshop, 16-19 Oct 2017, Yokohama, Japan
   

• A. Prokhorchuk, V.P. Payyada, J. Dauwels, P. Jaillet, "Estimating travel time distributions using copula graphical lasso", 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC), October 16 - 19, 2017, Yokohama, Japan
   

• 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​

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• 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

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• 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​

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• 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

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• 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

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• 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

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• 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

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• 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

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• 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​

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• 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

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• 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

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

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• N. Mitrovic, T. Asif, U. Rasheed, J. Dauwels, P. Jaillet, “CUR Decomposition for Compression and Compressed Sensing of Large-Scale Traffic Data,” 16th International IEEE Conference on Intelligent Transportation Systems - ITSC 2013, 6 - 9 Oct 2013, The Hague, The Netherlands.    PDF

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• G. Gopi, J. Dauwels, T. Asif, S. Ashwin, N. Mitrovic, U. Rasheed, P. Jaillet, “Bayesian Support Vector Regression for Traffic Speed Prediction with Error Bars,” 16th International IEEE Conference on Intelligent Transportation Systems - ITSC 2013, 6 - 9 Oct 2013, The Hague, The Netherlands.    PDF

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• T. Asif, N. Mitrovic, L. Garg, J. Dauwels, P. Jaillet, "Low-dimensional Models for Missing Data Imputation in Road Networks", ICASSP 2013, 26-31 May 2013, Vancouver, BC, Canada.    PDF  

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• T. Asif, K. Srinivasan, J. Dauwels, P. Jaillet, "Data Compression Techniques for Urban Traffic Data," SCCI 2013, 2013 IEEE Symposium on Computational Intelligence in Vehicles and Transportation Systems, Singapore, 16-19 Apr 2013, Singapore.    PDF

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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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Graphical Models

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• S. Wu, H. Yu, J. Dauwels, "Efficient Stochastic Subgradient Descent Algorithms for High-dimensional Semi-sparse Graphical Model Selection", ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp 2862-2866,  12-17 May 2019.

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• 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

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• 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

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• 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  

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• 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

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

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• 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

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• 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 July 2015, Washington DC.    PDF

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• 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​

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

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• 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

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

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• 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​

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• 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

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

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• J. Dauwels, and K. Srinivasan, “Towards compressed sensing for ground-to-air monostatic radar,” 3rd SONDRA workshop on EM modeling, new concepts and signal processing for radar detection and remote sensing, La Londe Les Maures, Jun 2013, France, pp. 252-255.    PDF                   ​     

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• J. Dauwels, H. Yu, S. Xu, and X. Wang, "Copula Gaussian Graphical Model for Discrete Data," ICASSP 2013, 26-31 May 2013, Vancouver, BC, Canada.    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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• 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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• 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, 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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• S. G. Iyengar, J. Dauwels, P. K. Varshney, and A. Cichocki, "Quantifying neural synchrony using copulas," Proc. NIPS 2009 Workshop on Connectivity Inference in Neuroimaging, Dec 2009, Whistler, BC.   

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• B. Kurkoski and J. Dauwels, “Power-constrained communications using LDLC lattices,” Int. Symp. Information Theory (ISIT 2009), 28 Jun-3 Jul 2009, Seoul, South Korea.    PDF

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• B. Kurkoski and J. Dauwels, “Designing a Communications System using Lattices,” 2009 Information Theory and Applications Workshop (ITA), 8-13 Feb 2009, University of California San Diego, San Diego, USA.  ​​​​​

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• B. Kurkoski and J. Dauwels, “Gaussian mixture reduction by L2-norm minimization, with applications to lattice decoding,” Proc. IEEE Int. Symp. on Information Theory (ISIT 2008), 6–11 Jul 2008, Toronto, Canada, pp. 2489–2493.    PDF

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• B. Kurkoski and J. Dauwels, “Message-passing decoding of lattices using Gaussian mixtures,” Proc. 30th Symposium on Information Theory and its Applications (SITA 2007), 27-30 Nov 2007, Kashikojima, Mie, Japan, pp. 877–882, No. 44.  ​

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• B. Kurkoski and J. Dauwels, “Notes on Design and Implementation of Low-Density Lattice Codes,” LDPC Codes Workshop, 23 Aug 2007, Kogakuin University, Shinjuku, Tokyo, Japan.  ​​

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• J. Dauwels, “On convergence and stability properties of decision-based inference algorithms on general graphs,” Proc. IEEE Int. Symp. Information Theory (ISIT), 24-29 Jun 2007, Nice, France, pp. 1326–1330.    PDF 

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• J. Dauwels, “On variational message passing on factor graphs,” Proc. IEEE Int. Symp.Information Theory (ISIT), 24-29 Jun 2007, Nice, France, pp. 2546–2550.    PDF

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• J. Dauwels, “An algorithm to improve and validate Cramer-Rao Bounds through the fibre bundle theory of local exponential families,” Proc. IEEE Int. Conf. on Acoustics and Signal Processing (ICASSP), Honolulu, Hawaii, 15–20 Apr 2007, pp. 525–528.    PDF​

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• H.A. Loeliger, J. Dauwels, S. Korl, and J. Hu, “The factor graph approach to signal processing: a progress report,” 2007 Information Theory and Applications Workshop (ITA), 29 Jan –2 Feb  2007, University of California San Diego, San Diego, USA.  

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• J. Dauwels, “On variational message passing and its relation to other message passing inference algorithms,” Proc. IEICE Neuro-Computing Workshop, 5 Dec 2006, Toyohashi, Japan.  

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• J. Dauwels, “Improving and validating Cramer-Rao bounds through higher-order asymptotic estimation theory: a case study,” Proc. 2006 IEEE Int. Symp. on Information Theory and its Applications (ISITA), 29 Oct–1 Nov 2006, Seoul, South-Korea, pp. 175–180.  

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• J. Hu, H.A. Loeliger, J. Dauwels, and F. Kschischang, “A general computation rule for lossy summaries/messages with examples from equalization,” Proc. 44th Allerton Conf. on Communication, Control, and Computing, 27–29 Sep 2006, Monticello, Illinois.    PDF 

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• J. Dauwels, S. Korl, and H.A. Loeliger, “Particle methods as message passing,” Proc. 2006 IEEE Int. Symp. on Information Theory, 9–14 Jul 2006, Seattle, USA, pp. 2052–2056.    PDF 

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• J. Dauwels, “Computation of the capacity of continuous memoryless channels and the rate distortion function of continuous memoryless sources,” Proc. 2006 Hawaii, IEICE, and SITA Joint Conference on Information Theory, 23-26 May  2006, Nara, Japan.  ​​

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• J. Dauwels and S. Korl, “A numerical method to compute Cramer-Rao-type bounds for challenging estimation problems,” Proc. of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2006), 15-19 May 2006, Toulouse, France, pp. 717–720.    PDF

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• J. Dauwels, S. Korl, and H.A. Loeliger, “Expectation maximization on factor graphs,” Proc. of the IEEE Int. Symp. Information Theory, 4–9 Sep 2005, Adelaide, Australia, pp. 583–586.    PDF

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• J. Dauwels, “Computing Bayesian Cramer-Rao bounds,” Proc. of the IEEE Int. Symp. Information Theory, 4–9 Sep 2005, Adelaide, Australia, pp. 425–429.    PDF ​ ​​

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• T. Ott, J. Dauwels, and R. Stoop, “Sequential clustering by loopy belief propagation,” Proc. of the European Conference on Circuit Theory and Design, 28 Aug–2 Sep 2005, Cork, Ireland, pp. 297–300.  

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• J. Dauwels, S. Korl, and H.A. Loeliger, “Steepest descent on factor graphs,” Proc. of the IEEE ITSOC Information Theory Workshop 2005 on Coding and Complexity, 29 Aug–1 Sep 2005, Rotorua, New Zealand, pp. 127–135.    PDF

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• J. Dauwels, S. Korl, and H.A. Loeliger, “Expectation maximization for phase estimation,” Proc. of the Eighth International Symposium on Communication Theory and Applications, 17–22 Jul 2005, Ambleside, UK, pp. 87–90. PDF​

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• J. Dauwels, “Numerical computation of the capacity of continuous memoryless channels,” Proc. of the 26th Symposium on Information Theory in the BENELUX, 19-20 May 2005, Brussels, Belgium, pp. 214–220.    PDF

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• J. Dauwels, H.A. Loeliger, P. Merkli, and M. Ostojic, “On Markov structured summary propagation and LFSR synchronization,” Proc. 42nd Allerton Conf. on Communication, Control, and Computing, 29 Sep – 1 Oct 2004, Allerton House, Monticello, Illinois.    PDF

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• J. Dauwels, H. Wymeersch, H.A. Loeliger and M. Moeneclaey, “Phase Estimation and Phase Ambiguity Resolution by Message Passing,” Proc. 11th International Conference on Telecommunications and Networking, 1-6 Aug 2004, Fortaleza, Brazil, pp. 150–155.  

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• J. Dauwels and H.A. Loeliger, “Computation of Information Rates by Particle Methods,” Proc. 2004 IEEE International Symposium on Information Theory, 27 Jun –2 Jul 2004, Chicago, USA, p. 178.    PDF

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• J. Dauwels and H.A. Loeliger, “Phase Estimation by Message Passing,” Proc. 2004 IEEE Int. Conf. on Communications, pp. 523–527, 20–24 Jun 2004, Paris.    PDF

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• H.A. Loeliger, J. Dauwels, V. M. Koch, S. Korl, “Signal processing with factor graphs: examples,” First International Symposium on Control, Communications and Signal Processing (ISCCSP 2004), 21–24 Mar 2004, Hammamet, Tunisia, pp. 571–574.    PDF

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• J. Dauwels, H.A. Loeliger, P. Merkli, and M. Ostojic, “On Structured-Summary Propagation, LFSR Synchronization, and Low-Complexity Trellis Decoding,” Proc. 41st Allerton Conf. on Communication, Control, and Computing, 1-3 Oct 2003, Allerton House, Monticello, Illinois.    PDF 

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• J. Dauwels and H.A. Loeliger, “Joint Decoding and Phase Estimation: an Exercise in Factor Graphs,” Proc. 2003 IEEE Int. Symp. Information Theory, 29 Jun – 4 Jul 2003, Yokohama, Japan, p. 231.    PDF

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