Justin Dauwels

Abhisek Ukil

Proceedings of the 39th IEEE Sarnoff Symposium 2018, Newark, NJ, USA, 2018

Automated Lexical Analysis of Interviews with Individuals with Schizophrenia.

[BibT_eX]

[DOI]

Shihao Xu

Zixu Yang

Jimmy Chee Keong Lee

Proceedings of the 9th International Workshop on Spoken Dialogue System Technology, 2018

Automated Classification of Classroom Climate by Audio Analysis.

[BibT_eX]

[DOI]

Proceedings of the 9th International Workshop on Spoken Dialogue System Technology, 2018

GPU-Accelerated Tabu Search Algorithm for Dial-A-Ride Problem.

[BibT_eX]

[DOI]

Ramesh Ramasamy Pandi

Songguang Ho

Twinkle Tripathy

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Towards Modeling of Perception Errors in Autonomous Vehicles.

[BibT_eX]

[DOI]

Pallavi Mitra

Apratirn Choudhury

Vimal Rau Aparow

Giridharan Kulandaivelu

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Learning to Predict Pedestrian Intention via Variational Tracking Networks.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Solving Time-dependent Dial-a-ride Problem using Greedy Ant Colony Optimization.

[BibT_eX]

[DOI]

Songguang Ho

Hong Wei Koh

Ramesh Ramasamy Pandi

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Effectiveness of VMS Messages in Influencing the Motorists' Travel Behaviour.

[BibT_eX]

[DOI]

Banishree Ghosh

Yuanzheng Zhu

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Automatic Verbal Analysis of Interviews with Schizophrenic Patients.

[BibT_eX]

[DOI]

Shihao Xu

Zixu Yang

Jimmy Chee Keong Lee

Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

Prediction of Negative Symptoms of Schizophrenia from Emotion Related Low-Level Speech Signals.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Classifier Cascade to Aid in Detection of Epileptiform Transients in Interictal EEG.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Constrained Model Predictive Control using Kinematic Model of Vehicle Platooning in VISSIM Simulator.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Control, 2018

EEG CLassification Via Convolutional Neural Network-Based Interictal Epileptiform Event Detection.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Rapid Annotation of Seizures and Interictal-ictal Continuum EEG Patterns.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Prediction of Negative Symptoms of Schizophrenia from Objective Linguistic, Acoustic and Non-verbal Conversational Cues.

[BibT_eX]

[DOI]

Jimmy Chee Keong Lee

Proceedings of the 2018 International Conference on Cyberworlds, 2018

Actor-Action Semantic Segmentation with Region Masks.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2018, 2018

Towards a data-driven behavioral approach to prediction of insider-threat.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

A deep Learning Scheme for Automatic Seizure Detection from Long-Term Scalp EEG.

[BibT_eX]

[DOI]

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017

Modeling Spatial Extremes via Ensemble-of-Trees of Pairwise Copulas.

[BibT_eX]

[DOI]

Wayne Isaac T. Uy

IEEE Trans. Signal Process., 2017

Neurology-as-a-Service for the Developing World.

[BibT_eX]

[DOI]

CoRR, 2017

Solving Dial-A-Ride Problems Using Multiple Ant Colony System with Fleet Size Minimisation.

[BibT_eX]

[DOI]

Twinkle Tripathy

Kaveh Azizian

Ramesh Ramasamy Pandi

Proceedings of the Advances in Computational Intelligence Systems, 2017

Context based pedestrian intention prediction using factored latent dynamic conditional random fields.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Estimation of travel time from taxi GPS data.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Analysis and prediction of the queue length for non-recurring road incidents.

[BibT_eX]

[DOI]

Banishree Ghosh

Ulrich Fastenrath

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Merging and splitting maneuver of platoons by means of a novel PID controller.

[BibT_eX]

[DOI]

Soumya Dasgupta

Varunkumar Raghuraman

Apratim Choudhury

T. Nagacharan Teja

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Deep learning-based classification for brain-computer interfaces.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Assessment and prediction of negative symptoms of schizophrenia from RGB+D movement signals.

[BibT_eX]

[DOI]

Jimmy Lee

Proceedings of the 19th IEEE International Workshop on Multimedia Signal Processing, 2017

Efficient tracking of closely spaced objects in depth data using sequential dirichlet process clustering.

[BibT_eX]

[DOI]

Michael Hoy

Junsong Yuan

Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

Estimating travel time distributions using copula graphical lasso.

[BibT_eX]

[DOI]

Anatolii Prokhorchuk

Vishnu Prasad Payyada

Patrick Jaillet

Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

Development of a simulation platform to implement vehicle routing algorithms for large scale fleet management systems.

[BibT_eX]

[DOI]

Twinkle Tripathy

Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

Linear-complexity stochastic variational Bayes inference for SLAM.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

Efficient ground object segmentation in 3D LIDAR based on cascaded mode seeking.

[BibT_eX]

[DOI]

Michael Hoy

Srivathsan Chakaravarthi Narasimman

Junsong Yuan

Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

Water ingress detection in low-pressure gas pipelines using vibration sensors.

[BibT_eX]

[DOI]

Ravula Sugunakar Reddy

Libo Wang

Abhisek Ukil

Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017

Real-time hierarchical fusion system for semantic segmentation in offroad scenes.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Information Fusion, 2017

Automated epileptiform spike detection via affinity propagation-based template matching.

[BibT_eX]

[DOI]

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016

Modelling Conversation.

[BibT_eX]

[DOI]

Proceedings of the Context Aware Human-Robot and Human-Agent Interaction, 2016

Modeling Spatio-Temporal Extreme Events Using Graphical Models.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2016

On Centralized and Decentralized Architectures for Traffic Applications.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2016

Matrix and Tensor Based Methods for Missing Data Estimation in Large Traffic Networks.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2016

EEG hyperscanning study of inter-brain synchrony during cooperative and competitive interaction.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

Variational bayes learning of time-varying graphical models.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016

Predicting the duration of non-recurring road incidents by cluster-specific models.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

An integrated V2X simulator with applications in vehicle platooning.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

Latent tree ensemble of pairwise copulas for spatial extremes analysis.

[BibT_eX]

[DOI]

Junwei Huang

Sugunakar Sugunakar Reddy

Proceedings of the IEEE International Symposium on Information Theory, 2016

Variational Bayesian dynamic compressive sensing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2016

Testbed for real-time monitoring of leak in low pressure gas pipeline.

[BibT_eX]

[DOI]

Proceedings of the IECON 2016, 2016

Leak detection in gas distribution pipelines using acoustic impact monitoring.

[BibT_eX]

[DOI]

Proceedings of the IECON 2016, 2016

FLoGPN: A reputation based scheme for fault localization in gas pipeline network.

[BibT_eX]

[DOI]

Proceedings of the IECON 2016, 2016

Bayesian detection of leaks in gas distribution networks.

[BibT_eX]

[DOI]

Proceedings of the IECON 2016, 2016

Pressure and flow variation in gas distribution pipeline for leak detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Industrial Technology, 2016

An Integrated Simulation Environment for Testing V2X Protocols and Applications.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computational Science 2016, 2016

Clustering of interictal spikes by dynamic time warping and affinity propagation.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Non-verbal speech analysis of interviews with schizophrenic patients.

[BibT_eX]

[DOI]

Yasir Tahir

Alexander Rosenberg Johansen

Daniel Thalmann

Jimmy Lee

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Epileptiform spike detection via convolutional neural networks.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Fast and efficient rejection of background waveforms in interictal EEG.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Bayesian tracking of multiple objects with vision and radar.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Control, 2016

Outlier-insensitive Kalman smoothing and marginal message passing.

[BibT_eX]

[DOI]

Proceedings of the 24th European Signal Processing Conference, 2016

Image classification of unlabeled malaria parasites in red blood cells.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Detecting cell division of Pseudomonas aeruginosa bacteria from bright-field microscopy images with hidden conditional random fields.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015

Low-Dimensional Models for Compressed Sensing and Prediction of Large-Scale Traffic Data.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2015

Near-Lossless Compression for Large Traffic Networks.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2015

The Effects of Cell Asynchrony on Gene Expression Levels: Analysis and Application to Plasmodium Falciparum.

[BibT_eX]

[DOI]

Wei Zhao

Jianshu Cao

IEEE J. Biomed. Health Informatics, 2015

3D Human motion tracking by exemplar-based conditional particle filter.

[BibT_eX]

[DOI]

Signal Process., 2015

Alternative Techniques of Neural Signal Processing in Neuroengineering.

[BibT_eX]

[DOI]

Jordi Solé-Casals

François-Benoît Vialatte

Cogn. Comput., 2015

Variational Bayes learning of graphical models with hidden variables.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015

Automatic detection of endothelial cells in 3D angiogenic sprouts from experimental phase contrast images.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2015: Image Processing, 2015

Travel Time Estimation Using Speed Predictions.

[BibT_eX]

[DOI]

Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Vigilance Differentiation from EEG Complexity Attributes.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Real-time sociometrics from audio-visual features for two-person dialogs.

[BibT_eX]

[DOI]

Yasir Tahir

Tomasz Maszczyk

Shoko Dauwels

Daniel Thalmann

Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

Variational Bayes learning of multiscale graphical models.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Automated tracking of cells from phase contrast images by multiple hypothesis Kalman filters.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Variational inference for graphical models of multivariate piecewise-stationary time series.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Information Fusion, 2015

2014

Extreme-Value Graphical Models With Multiple Covariates.

[BibT_eX]

[DOI]

Philip Jonathan

IEEE Trans. Signal Process., 2014

Spatiotemporal Patterns in Large-Scale Traffic Speed Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2014

Tensor-Based Methods for Handling Missing Data in Quality-of-Life Questionnaires.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2014

A Bayesian filtering approach to incorporate 2D/3D time-lapse confocal images for tracking angiogenic sprouting cells interacting with the gel matrix.

[BibT_eX]

[DOI]

Medical Image Anal., 2014

Development of optimal stimuli in a heterogeneous model of epileptic spike-wave oscillations.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Wavelets on graphs with application to transportation networks.

[BibT_eX]

[DOI]

Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

Evaluation of smart-phone performance for real-time traffic prediction.

[BibT_eX]

[DOI]

Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

Spatio-temporal graphical models for extreme events.

[BibT_eX]

[DOI]

Liaofan Zhang

Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Non-uniform sampling and Gaussian process regression in transport of intensity phase imaging.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Network inference and change point detection for piecewise-stationary time series.

[BibT_eX]

[DOI]

Chenyang Li

Proceedings of the IEEE International Conference on Acoustics, 2014

Extreme-value graphical models with multiple covariates.

[BibT_eX]

[DOI]

Jingjing Cheng

Proceedings of the IEEE International Conference on Acoustics, 2014

Compressed prediction of large-scale urban traffic.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Sensor fault detection by sparsity optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Synchrony analysis of paroxysmal gamma waves in meditation EEG.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

Improved compressed sensing radar by fusion with matched filtering.

[BibT_eX]

[DOI]

K. Srinivasan

Proceedings of the IEEE International Conference on Acoustics, 2014

Extracting commuting patterns in railway networks through matrix decompositions.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

Predicting traffic speed in urban transportation subnetworks for multiple horizons.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

Perception of humanoid social mediator in two-person dialogs.

[BibT_eX]

[DOI]

Proceedings of the ACM/IEEE International Conference on Human-Robot Interaction, 2014

The effects of cell asynchrony on time-series data: An analysis on gene expression level of Plasmodium falciparum.

[BibT_eX]

[DOI]

Wei Zhao

Jianshu Cao

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

An in silico approach for pre-surgical evaluation of an epileptic cortex.

[BibT_eX]

[DOI]

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Segmentation of densely populated cell nuclei from confocal image stacks using 3D non-parametric shape priors.

[BibT_eX]

[DOI]

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

On the effect of subliminal priming on subjective perception of images: A machine learning approach.

[BibT_eX]

[DOI]

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

SpikeGUI: Software for rapid interictal discharge annotation via template matching and online machine learning.

[BibT_eX]

[DOI]

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Automated localization of the seizure focus using interictal intracranial EEG.

[BibT_eX]

[DOI]

Jing Jin

Sydney Cash

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013

Multichannel EEG Compression: Wavelet-Based Image and Volumetric Coding Approach.

[BibT_eX]

[DOI]

K. Srinivasan

M. Ramasubba Reddy

IEEE J. Biomed. Health Informatics, 2013

Near-Lossless Multichannel EEG Compression Based on Matrix and Tensor Decompositions.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2013

CUR decomposition for compression and compressed sensing of large-scale traffic data.

[BibT_eX]

[DOI]

Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013

Bayesian Support Vector Regression for traffic speed prediction with error bars.

[BibT_eX]

[DOI]

Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013

Automated detection of paroxysmal gamma waves in meditation EEG.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Copula Gaussian graphical model for discrete data.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Low-dimensional models for missing data imputation in road networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2013

Real-Time Comprehensive Sociometrics for Two-Person Dialogs.

[BibT_eX]

[DOI]

Proceedings of the Human Behavior Understanding - 4th International Workshop, 2013

2D data-driven stalk cell prediction model based on tip-stalk cell interaction in angiogenesis.

[BibT_eX]

[DOI]

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Data compression techniques for urban traffic data.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Vehicles and Transportation Systems, 2013

A multimodal approach to analysis of steady state visually evoked potentials.

[BibT_eX]

[DOI]

François-Benoît Vialatte

Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), 2013

A model of stimulus induced epileptic spike-wave discharges.

[BibT_eX]

[DOI]

Jean-Jacques E. Slotine

Yujiang Wang

Proceedings of the 2013 IEEE Symposium on Computational Intelligence, 2013

Computational synchronization improves the consistency of gene expression patterns over multiple experiments.

[BibT_eX]

[DOI]

Wei Zhao

Jianshu Cao

Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

2012

Quantifying Statistical Interdependence, Part III: <i>N</i> > 2 Point Processes.

[BibT_eX]

[DOI]

Neural Comput., 2012

Real-Time Feedback System for Monitoring and Facilitating Discussions.

[BibT_eX]

[DOI]

Proceedings of the Natural Interaction with Robots, 2012

Online map-matching based on Hidden Markov model for real-time traffic sensing applications.

[BibT_eX]

[DOI]

Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012

Unsupervised learning based performance analysis of n-support vector regression for speed prediction of a large road network.

[BibT_eX]

[DOI]

Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012

Modeling spatially-dependent extreme events with Markov random field priors.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Efficient Gaussian inference algorithms for phase imaging.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Copula Gaussian graphical models with hidden variables.

[BibT_eX]

[DOI]

Charles-François Vincent Latchoumane

Xueou Wang

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Multi-channel EEG compression based on 3D decompositions.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Tensor factorization for missing data imputation in medical questionnaires.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Copula Gaussian multiscale graphical models with application to geophysical modeling.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Information Fusion, 2012

Modeling extreme events in spatial domain by copula graphical models.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Information Fusion, 2012

Clustered subsampling for clinically informed diagnostic brain mapping.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Information Fusion, 2012

Diagnosis of Alzheimer's disease from EEG by means of synchrony measures in optimized frequency bands.

[BibT_eX]

[DOI]

Esteve Gallego-Jutglà

Jaeseung Jeong

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

A low-power, reconfigurable smart sensor system for EEG acquisition and classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE Asia Pacific Conference on Circuits and Systems, 2012

2011

A two-dimensional approach for lossless EEG compression.

[BibT_eX]

[DOI]

K. Srinivasan

Charles-François Vincent Latchoumane

M. Ramasubba Reddy

Biomed. Signal Process. Control., 2011

Inferring Brain Networks through Graphical Models with Hidden Variables.

[BibT_eX]

[DOI]

Jaeseung Jeong

Proceedings of the Machine Learning and Interpretation in Neuroimaging, 2011

Immersive Neurofeedback - A New Paradigm.

[BibT_eX]

Proceedings of the NCTA 2011, 2011

Multi-channel EEG compression based on matrix and tensor decompositions.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Graphical models for localization of the seizure focus from interictal intracranial EEG.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Optimization of EEG frequency bands for improved diagnosis of Alzheimer disease.

[BibT_eX]

[DOI]

Mohamed Elgendi

François B. Vialatte

Charles-François Vincent Latchoumane

Jaeseung Jeong

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Deconvolution of Microarray Data Predicts Transcriptionally Regulated Protein Kinases of Plasmodium falciparum.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011

Session MA7b: Multivariate and multimodal analysis of brain signals.

[BibT_eX]

[DOI]

Deniz Erdogmus

Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

Handling missing data in medical questionnaires using tensor decompositions.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Information, 2011

2010

A comparative study of synchrony measures for the early diagnosis of Alzheimer's disease based on EEG.

[BibT_eX]

[DOI]

François-Benoît Vialatte

Toshimitsu Musha

NeuroImage, 2010

Reduced-Memory Decoding of Low-Density Lattice Codes.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2010

Quantifying EEG synchrony using copulas.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

2009

Quantifying Statistical Interdependence by Message Passing on Graphs - Part II: Multidimensional Point Processes.

[BibT_eX]

[DOI]

Neural Comput., 2009

Quantifying Statistical Interdependence by Message Passing on Graphs - Part I: One-Dimensional Point Processes.

[BibT_eX]

[DOI]

Neural Comput., 2009

Expectation Maximization as Message Passing - Part I: Principles and Gaussian Messages

[BibT_eX]

[DOI]

CoRR, 2009

Belief-Propagation Decoding of Lattices Using Gaussian Mixtures

[BibT_eX]

[DOI]

CoRR, 2009

Power-constrained communications using LDLC lattices.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2009

2008

Computation of Information Rates by Particle Methods.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2008

Message-passing decoding of lattices using Gaussian mixtures.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

Steady State Visual Evoked Potentials in the Delta Range (0.5-5 Hz).

[BibT_eX]

[DOI]

Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

Improved Sparse Bump Modeling for Electrophysiological Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

An Exemplar-Based Statistical Model for the Dynamics of Neural Synchrony.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

On Similarity Measures for Spike Trains.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

On the Synchrony of Morphological and Molecular Signaling Events in Cell Migration.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

On the synchrony of empirical mode decompositions with application to electroencephalography.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2008

Analyzing brain signals by combinatorial optimization.

[BibT_eX]

[DOI]

Proceedings of the 46th Annual Allerton Conference on Communication, 2008

2007

The Factor Graph Approach to Model-Based Signal Processing.

[BibT_eX]

[DOI]

Proc. IEEE, 2007

Measuring Neural Synchrony by Message Passing.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 20, 2007

On Convergence Properties of Message-Passing Estimation Algorithms.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2007

On Variational Message Passing on Factor Graphs.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2007

A Comparative Study of Synchrony Measures for the Early Detection of Alzheimer's Disease Based on EEG.

[BibT_eX]

[DOI]

François B. Vialatte

Proceedings of the Neural Information Processing, 14th International Conference, 2007

A Novel Measure for Synchrony and its Application to Neural Signals.

[BibT_eX]

[DOI]

François B. Vialatte

Proceedings of the IEEE International Conference on Acoustics, 2007

An Algorithm to Improve and Validate Cramer-Rao Bounds Through the Fibre Bundle Theory of Local Exponential Families.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2007

2006

On graphical models for communications and machine learning: algorithms, bounds, and analog implementation.

[BibT_eX]

[DOI]

Justin H. G. Dauwels

PhD thesis, 2006

Synchronization of Pseudorandom Signals by Forward-Only Message Passing With Application to Electronic Circuits.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2006

A general computation rule for lossy summaries/messages with examples from equalization

[BibT_eX]

[DOI]

CoRR, 2006

Particle Methods as Message Passing.

[BibT_eX]

[DOI]

Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

A Numerical Method to Compute Cramer-Rao-Type Bounds for Challenging Estimation Problems.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005

Steepest descent as message passing.

[BibT_eX]

[DOI]

Proceedings of the IEEE ITSOC Information Theory Workshop 2005 on Coding and Complexity, 2005

Expectation maximization as message passing.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005

Computing Bayesian Cramer-Rao bounds.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005

Sequential clustering by loopy belief propagation.

[BibT_eX]

[DOI]

Thomas Ott

Ruedi Stoop

Proceedings of the 2005 European Conference on Circuit Theory and Design, 2005

2004

Phase Estimation and Phase Ambiguity Resolution by Message Passing.

[BibT_eX]

[DOI]

Proceedings of the Telecommunications and Networking, 2004

Phase estimation by message passing.

[BibT_eX]

[DOI]