DREAM - 2012 - Annual activity report

DREAM

DREAM - 2012

Project-Team Dream

Members

Overall Objectives

Introduction
Application domains

Scientific Foundations

Computer assisted monitoring and diagnosis of physical systems
Machine learning and data mining

Application Domains

Introduction
Software components monitoring
Environmental decision making

Software

Introduction
QTempIntMiner: quantitative temporal sequence mining
Sacadeau: qualitative modeling and decision-aid to preserve the water quality from pollutants as herbicides
Ecomata
ManageYourself

New Results

Diagnosis of large scale discrete event systems
Machine learning for model acquisition
Decision aiding with models and simulation data
Diagnostic and causal reasoning

Bilateral Contracts and Grants with Industry

Bilateral Grants with Industry
National Initiatives

Dissemination

Scientific Animation
Teaching - Supervision - Juries

Bibliography

Major publications
Publications of the year
References in notes

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2012 Project-Team Activity Report

DREAM

Diagnosing, Recommending Actions and Modelling

Research centre: Rennes - Bretagne-Atlantique

In partnership with: Institut national des sciences appliquées de Rennes, Université Rennes 1

In collaboration with: Institut de recherche en informatique et systèmes aléatoires (IRISA)

Field: Perception, Cognition, Interaction

Theme: Knowledge and Data Representation and Management

Keywords: Artificial Intelligence, Diagnosis, Knowledge Acquisition, Data Mining, Decision Aid, Adaptive Systems, Environment