Mathieu Sinn  Mathieu Sinn photo       

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Research Staff Member & Manager - Cognitive Data Science
IBM Research - Ireland

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2013

The effect of feedback in the assignment problem in shared bicycle systems
Arieh Schlote, Bei Chen, Mathieu Sinn, Robert Shorten
International Conference on Connected Vehicles and Expo (ICCVE), pp. 960--961, 2013

Analytical results on the Beauchemin model of lymphocyte migration
Johannes Textor, Mathieu Sinn, Rob J De Boer
BMC bioinformatics 14(Suppl 6), S10, BioMed Central Ltd, 2013

Integrated state estimation and load modelling for distribution grids with ampere measurements
Francesco Fusco, Mathieu Sinn
4th European IEEE Conference on Innovative Smart Grid Technologies (ISGT), pp. 1--5, 2013

Uncertainty in urban mobility: Predicting waiting times for shared bicycles and parking lots
Bei Chen, Fabio Pinelli, Mathieu Sinn, Adi Botea, Francesco Calabrese
16th International IEEE Annual Conference on Intelligent Transportation Systems (ITSC), pp. 53--58, 2013

Central limit theorems for conditional Markov chains
Mathieu Sinn, Bei Chen
16th International Conference on Artificial Intelligence and Statistics (AISTATS), pp. 554--562, 2013

Improved electricity load forecasting via kernel spectral clustering of smart meters
Carlos Alzate, Mathieu Sinn
IEEE 13th International Conference on Data Mining (ICDM), pp. 943--948, 2013


2012

Mixing properties of conditional Markov chains with unbounded feature functions
Mathieu Sinn, Bei Chen
Advances in Neural Information Processing Systems (NIPS), pp. 1808--1816, 2012

Detecting change-points in time series by maximum mean discrepancy of ordinal pattern distributions
Mathieu Sinn, Ali Ghodsi, Karsten Keller
28th Conference on Uncertainty in Artificial Intelligence (UAI), 2012

Predicting arrival times of buses using real-time GPS measurements
Mathieu Sinn, Ji Won Yoon, Francesco Calabrese and Eric Bouillet
15th International IEEE Annual Conference on Intelligent Transportation Systems (ITSC), pp. 1227--1232, 2012

Adaptive learning of smoothing functions: Application to electricity load forecasting
Amadou Ba, Mathieu Sinn, Yannig Goude, Pascal Pompey
Advances in Neural Information Processing Systems (NIPS), pp. 2510--2518, 2012


2011

Smart walkers! Enhancing the mobility of the elderly
Mathieu Sinn, Pascal Poupart
10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), pp. 1133--1134, 2011

Error bounds for online predictions of linear-chain conditional random fields: Application to activity recognition for users of rolling walkers
Mathieu Sinn, Pascal Poupart
10th International Conference on Machine Learning and Applications (ICMLA), pp. 1--6, 2011

Covariances of zero-crossings in Gaussian processes
Mathieu Sinn, Karsten Keller
Theory of Probability and Its Applications 55(3), 485--504, SIAM, 2011

Asymptotic theory for linear-chain conditional random fields
Mathieu Sinn, Pascal Poupart
14th International Conference on Artificial Intelligence and Statistics (AISTATS), pp. 679--687, 2011

Ambulatory assessment of lifestyle factors for Alzheimer's Disease and related dementias
James Y Tung, Jonathan FL Semple, Wei X Woo, Wei-Shou Hsu, Mathieu Sinn, Eric A Roy, Pascal Poupart
AAAI Spring Symposium: Computational Physiology, 2011

VALMA: Voice, activity, and location monitoring for Alzheimer's Disease and related dementias
James Y Tung, Jonathan FL Semple, Wei X Woo, Wei-Shou Hsu, Mathieu Sinn, Eric A Roy, Pascal Poupart
Annual Conference of the Rehabilitation Engineering and Assistive Technology Society of North America (RESNA), 2011

Estimation of ordinal pattern probabilities in Gaussian processes with stationary increments
Mathieu Sinn, Karsten Keller
Computational Statistics and Data Analysis 55(4), 1781--1790, Elsevier, 2011

Defining the quantitative limits of intravital two-photon lymphocyte tracking
Johannes Textor, Antonio Peixoto, Sarah E Henrickson, Mathieu Sinn, Ulrich H von Andrian, Juergen Westermann
Proceedings of the National Academy of Sciences 108(30), 12401--12406, National Acad Sciences, 2011


2010

Comparative analysis of probabilistic models for activity recognition with an instrumented walker
Farheen Omar, Mathieu Sinn, Jakub Truszkowski, Pascal Poupart, James Tung, Allan Caine
26th Conference on Uncertainty in Artificial Intelligence (UAI), 2010

Activity recognition for users of rolling walker mobility aids
Mathieu Sinn, Pascal Poupart
NIPS Workshop on Machine Learning for Assistive Technologies, 2010

Kolmogorov-Sinai entropy from the ordinal viewpoint
Karsten Keller, Mathieu Sinn
Physica D: Nonlinear Phenomena 239(12), 997--1000, Elsevier, 2010


2009

A standardized approach to the Kolmogorov--Sinai entropy
Karsten Keller, Mathieu Sinn
Nonlinearity 22(10), 2417--2422, IOP Publishing, 2009



2008



2007

Ordinal pattern distributions in dynamical systems
Karsten Keller, Mathieu Sinn
12th International Conference on Difference Equations and Applications (ICDEA), 2007

Time series from the ordinal viewpoint
Karsten Keller, Mathieu Sinn, Jan Emonds
Stochastics and Dynamics 7(02), 247--272, World Scientific, 2007

Ordinal analysis of EEG time series
Karsten Keller, Heinz Lauffer, Mathieu Sinn
Chaos and Complexity Letters2, 247--258, Citeseer, 2007


2005

Ordinal analysis of time series
Karsten Keller, Mathieu Sinn
Physica A: Statistical Mechanics and its Applications 356(1), 114--120, Elsevier, 2005