CQFD - 2015 - Annual activity report

CQFD

CQFD - 2015

Project-Team Cqfd

Members

Overall Objectives

Presentation

Research Program

Introduction
Main research topics

Application Domains

Dependability and safety

Highlights of the Year

New Software and Platforms

Package PCAmixdata
Package divclust
Package ClustGeo
Package QuantifQuantile
Biips: Software for Bayesian Inference with Interacting Particle Systems
VCN: Software for analysis of VCN
EMGView: Software for visualisation and time-frequency analysis of bio signals

New Results

Control of parallel non-observable queues: asymptotic equivalence and optimality of periodic policies
Decentralized Proportional Load Balancing
Conditional quantile estimation through optimal quantization
A linear programming formulation for constrained discounted continuous control for piecewise deterministic Markov processes
Impulsive control for continuous-time Markov decision processes
Impulsive control for continuous-time Markov decision processes: A Linear Programming Approach
Conditions for the Solvability of the Linear Programming Formulation for Constrained Discounted Markov Decision Processes
Comparison of Kernel Density Estimators with Assumption on Number of Modes
EEG classification for the detection of mental states
Modeling and optimization of a launcher integration process
ClustGeo: Ascendant Hierarchical Clustering (AHC) with geographical constraints
Approche bayésienne non paramétrique pour la factorisation de matrice binaire à faible rang avec loi de puissance
Compétitions d’apprentissage automatique avec le package R rchallenge
Novelty Search
Classification of Epileptic states
Prediction of expected performance
Simulation of SPDEs for Excitable Media Using Finite Elements
Conditional quantile estimation through optimal quantization: theoretical aspects
Conditional quantile estimation based on optimal quantization: From theory to practice
QuantifQuantile: An R Package for Performing Quantile Regression Through Optimal Quantization
Numerical methods for simulation and optimization of piecewise deterministic Markov processes

Bilateral Contracts and Grants with Industry

Bilateral Contracts with Industry

Partnerships and Cooperations

Regional Initiatives
National Initiatives
European Initiatives
International Initiatives
International Research Visitors

Dissemination

Promoting Scientific Activities
Teaching - Supervision - Juries

Bibliography

Major publications
Publications of the year
References in notes

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Section: Highlights of the Year

Highlights of the Year

Publication of the book: Numerical methods for simulation and optimization of piecewise deterministic Markov processes written by Benoîte De Saporta; Francois Dufour and Huilong Zhang in Mathematics & Statistics, Wiley, 298 pages, 2015.

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