Data Intelligence Institute of Paris

 

The Data Intelligence Institute of Paris (diiP) completed its lifecycle in December 2024. These pages remain active in order to give easy access to all the material produced and gathered during the previous years; most notably to the Distinguished Lectures, as well as to the Seminars and Hands-On Workshops organized by diiP on data science introductory and advanced topics (in the menu, under “Events”).

The Data Intelligence Institute of Paris (diiP) is an interdisciplinary initiative of Université Paris Cité. It is a laboratory that fosters and supports the emergence of interdisciplinary practices around data science and data intelligence. It gathers researchers from formal sciences, physical sciences, life sciences and social sciences.

“The mission of diiP is to foster a new wave of scientific discoveries by enabling scientists and practitioners to make sense of their large and complex data, and achieve breakthroughs that would not otherwise be possible.”

Prof. Themis Palpanas

Director of diiP

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diiP Projects

PhD Scholarships

 

Several PhD Scholarships (supported by the ANR Data Intensive Artificial Intelligence -DIAI- project) will be offered by diiP (starting on academic year 2021-2022) for students working on interdisciplnary projects on topics related to data intensive artificial intelligence.

Strategic projects

 

The diiP institute will host and partly finance a small number of interdisciplinary Strategic Projects, of duration up to 12 months each, with the goal to contribute to both the analysis and implementation aspects.

Master’s Internships

 

The diiP institute will organize and finance several six-month Masters students Internship Projects on data science, in connection to interdisciplinary collaborations.

Learning from deep sea light with KM3NeT

2022Strategic Projects@Physics & Astronomy +Biology+Earth Sciences/Geosciences #Neutrinos#Machine Learning#Bioluminescence#Graph Neural Networks Project SummaryNeutrinos are fundamental particles that are produced in a multitude of nuclear processes and permeate...

Deep learning-based prediction of protein-carbohydrate interactions

2024 Master's Projects @Biology#protein-carbohydrate interactions #deep learning #structural bioinformatics  Project Summary Protein-carbohydrate interactions govern a wide variety of biological processes and play an essential role in the development of different...

Multimodal assessment of the depth of sedation of severely ill patients in intensive care unit

2023Strategic Projects@Computer Science +Mathematics/Statistics+Engineering+Medicine+Neuroscience #anesthesia#signal processing#symbolic representations#physiological signals  Project Summaryto be updated. Laurent Oudre Projects in the same discipline

The diffusion of technology during the last five millennia

2022Masters Projects@Economics +Computer Science+History+Digital Humanities #Technology Diffusion#Growth#Trade#Cultural Heritage Metadata  Project SummaryTechnology diffusion is often considered to be one of the most important drivers of economic growth, but its...

Maintaining fairness for decision-making under social considerations

2024 Strategic Projects@Computer Science #Machine Learning#Data Drift#Fairness  Project Summary Machine learning (ML) is increasingly used to make decisions that highly impact applications like hiring, medical diagnosis, education and criminal justice, etc. All of...

Artificial Intelligence for source deblending in the next generation of astrophysical big data imaging surveys – Combining Euclid and LSST

2021Masters Projects@Physics and Astronomy +Computer Science+Mathematics/Statistics+Physics/Astronomy #cosmology#astrophysics#probabilistic deep learning#image processing  Project SummaryAstronomy, as many other disciplines, is entering a big data era. The next...

Statistical and machine learning methods for survival data: prediction, performance assessment and interpretability

2021PhD/ DIAI Projects@ED 386 : Sciences Mathématiques de Paris Centre PhD studentAriane CWILING(MAP5, UPC) SupervisorsOlivier BOUAZIZ (MAP5, UPC)Vittorio PERDUCA (MAP5, UPC)  Project Summary (Former title: Machine Learning for Survival Data Prediction with...

Investigating regulatory B cell differentiation and their therapeutic effect in neuroinflammatory disease through single cell analyses and computational biology

2022Masters Projects@Computer Science +Mathematics/Statistics+Biology+Neuroscience #Systems Biology#Artificial Intelligence#Computational Sciences#Cell therapy#cell differentiation#neuroinflammation#high content single cell analyses Project Summaryto be updated. Simon...

Accelerate Discoveries (boosting) Astroparticle Physics (analysis) Techniques – ADAPT

2024 Strategic Projects @Physics/Astronomy #Self-supervised Learning#Semi-supervised Learning#Sensitivity enhancement#Data Analysis based on AI Project Summary The aim of the ADAPT project was to develop a novel analysis strategy for the KM3NeT astroparticle physics...

Optimization of a physical force-field for simulations of non-coding RNA molecules

2022 Masters Projects @Biology +Computer Science+Physics/Astronomy #RNA modeling#force-field optimization#biomolecular simulations Project SummaryThe importance of the study of RNA molecules has been highlighted by the recent pandemic, with the SARS-CoV-2 virus...