Markov, Semi-Markov Models and Associated Fields (from Theory to Application and back)

9:00 - 9:40 (40min)

Multichain Hidden Markov and Semi-Markov Models: Formalization, Inference, and Applications

Nathalie Peyrard

9:40 - 10:20 (40min)

Matrix calculus to evaluate the complexity of the forward-backward algorithm for different extensions of Markov models with hidden variables

Alain Franc

10:20 - 10:50 (30min)

Coffee break

10:50 - 11:30 (40min)

Anomaly Detection based on Markov Data: A Statistical Depth Approach

Carlos Fernández

11:30 - 12:10 (40min)

Limit and Ergodic Theorems for Perturbed Semi-Markov-Type Processes

Dmitrii Silvestrov

12:10 - 14:00 (1h50)

Lunch

14:00 - 15:00 (1h)

Evaluation of Seismic Activity via Poisson Hidden Markov Models

Alex Karagrigoriou

15:00 - 15:40 (40min)

Spatio-temporal generation of precipitations using a spatially correlated Bernoulli and hidden Markov model

Caroline Cognot

15:40 - 16:10 (30min)

Coffee break

16:10 - 16:50 (40min)

Supervised HSMM to study the behavioral trajectories of wildlife in nature from accelerometer data.

Sandra Plancade

16:50 - 17:30 (40min)

Walking the mammoth - A reanalysis of isotope ratios in a 17000 years old tusk to reconstruct the life trajectory of a woolly mammoth

Hervé Perdry

Program