DREAM - 2013 - Annual activity report

DREAM

DREAM - 2013

Project-Team Dream

Members

Overall Objectives

Introduction
Application domains
Highlights of the Year

Research Program

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

Application Domains

Introduction
Software components monitoring
Environmental decision making

Software and Platforms

Introduction
QTempIntMiner: quantitative temporal sequence mining
Sacadeau: qualitative modeling and decision-aid to preserve the water quality from pollutants as herbicides
Ecomata
Paturmata
ManageYourself
GeoImageRMP: a RapidMiner extension to georeferenced data
A plugin for visualizing and editing spatial graphs in QGis
Odisseptale: a software for implementing and evaluating sanitary event detectors in cattle

New Results

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

Bilateral Contracts and Grants with Industry

Bilateral Contracts with Industry

Partnerships and Cooperations

Regional Initiatives
National Initiatives
International Initiatives

Dissemination

Scientific Animation
Teaching - Supervision - Juries

Bibliography

Major publications
Publications of the year
References in notes

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2013 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 and Interaction

Theme: Data and Knowledge Representation and Processing

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