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Artificial Intelligence and Complex Systems

AICS in the Complex System Digital Campus (CS-DC)

Learn more on the CS-DC on Cosypedia.

The UN Sustainability Goals

AICS contribution to UN Sustainability goals

AICS actively contribute to research in the domain of UN Sustainability Goals:

• 3: Health
• 4: Education
• 9: Industry

Link with CS-DC e-laboratory

AICS members are responsible for two CS-DC e-laboratories:

• E-Laboratory on complex computational ecosystems (ECCE)
• E-Laboratory on the Factory of the Future (4P-Factory)
  • Emergent Management and Complex Systems e-team

Contribution to CS-DC Flagships

AICS members actively contribute to following CS-DC Flagships:

• Reconstruction And Prediction of multi-Scale Overall Dynamics (Rapsody)
• Personalized Health phYSIcally, sOcially and Mentally for Each in their networkS (Physiome)
• Personalized Open Education for the Masses (POEM)

Organisation of AICS

Organisation of the AICS

The AICS is part of Campus Numérique des Systèmes Complexes de l'Université de Strasbourg.

The AICS is organised around 3 poles:

• Foundations
  • Quantum algorithms
  • Explainable Artificial Intelligence
  • Immune Ecosystems
• Services
  • Infrastructure Services
  • AICS-Data
  • Secure 4P Ecosystems
• Applications
  • Health
  • Education
  • Computation
  • Industry

Foundation of Artificial Intelligence for Complex Systems

Quantum algorithms

Approaches:

• Quantum-inspired algorithms
• Algorithms for quantum computers

Members: Pierre Collet, Pierre Parrend, Anna Leontova

Explainable Artificial Intelligence

Approaches:

• Design and optimisation of 4P algorithms
• Explainable AI

Members: Anne Jeannin-Girardon, Pierre Collet, Pierre Parrend, Romain Ohrand, Naser Ghannad

Immune Ecosystems

Approaches:

• Design of data handling chains for anomaly detection
• IA solutions for cybersecurity

Members: Pierre Parrend, Rabih Amhaz, Aline Deruyver, Julio Navarro, Fabio Guigou

Support

Infrastructure Services

Services:

• Evolutionary computing
• Data and log storage
• Applicative maintenance
• Digital courses hosting

Members: Arnaud Kress, Pierre Collet, Raymond Ripp

AICS-Data

Services:

• Data integration ('Data Steward' role), in particular in data preparation (annotation)
• Characterisation of data quality, to support automatised analysis

Members: Arnaud Kress, Laetitia Poidevin, Luc Moulinier, Julie Thompson, Pierre Parrend

Secure 4P Ecosystems

Services:

• Data protection: RGPD compliance; securisation of data flows
• Audit and design of secure applications
• Cohort and databases management

Members: Pierre Parrend, Pierre Collet, Rabih Amhaz

Resources

Infrastructure

• Parsec for parallel GPGPU evolutionary computation
  • Deployed in: Strasbourg, Rouen (France), Nouakchott (Mauritania)
• 4.0 Security Rack
  • Deployed in: ECAM Strasbourg-Europe, Schiltigheim, France

Software

• EASEA (Easy Specification of Evolutionary Algorithms) & EASEA-Cloud : Massively parallel computing platform(300 TFlops) dedicated to artificial evolution, deep learning and multi-layer neural networks on GPGPU machines.
  • Web : EASEA (Easy Specification of Evolutionary Algorithms)
  • Contact : Pierre Collet, E-mail : pierre.collet[AT]unistra.fr
• HOPE (Health Optimisation through 4P Ecosystems) : Patient cohort management platform which supports integration, analysis and exploitation of massive medical cohorts (more than 500.000 patients) or rare diseases (some dozens of patients), compliant with European GDPR regulation.
  • Web: HOPE (Health Optimisation through 4P Ecosystems)
  • Contact: Pierre Parrend, E-mail: pierre.parrend[AT]unistra.fr
• RADAR : A distributed environment for secure, robust and anonymous data storage, which supports request and analysis, in particular for medical data.
  • Web: RADAR (Robust Anonymous Data Records)
  • Contact: Rabih Amhaz, rabih.amhaz[AT]unistra.fr
• POEM (Personalized Open Education for the Masses) : A social and intelligent plateform for a massive and personnalised educationnal ecosystem.
  • Web : POEM (Personalized Open Education for the Masses)
  • Contact : Pierre Collet, E-mail : pierre.collet[AT]unistra.fr
• ClowdFlows : Unique web platform which supports execution and comparison, of relational data mining techniques.
  • Site web : ClowdFlows
  • Contact : Nicolas Lachiche, E-mail : nicolas.lachiche[AT]unistra.fr

Projects

Virtfac

• Web: VirtFac Project

Halfback

• Web: Halfback Project