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.

Exploring the similarities of a large bank of protein pockets in a perspective of multiple protein-ligand interactions prediction

2024 Master's Projects@Biology #Drug design in silico#Protein pocket mining#Ppocket druggability prediction  Project Summary With the growing availability of data in the field of drug discovery, AI methods are promising for guiding and accelerating the search process...

Combining visual and textual informations for enhancing image retrieval systems in radiological practices

2021Masters Projects@Computer Science +Medicine #medical imaging#computer vision#content-based image retrieval#data intelligent search#deep learning#fusion of image and text#MRI Project SummaryThe field of diagnostic imaging in Radiology has experienced tremendous...

Large image time series analysis for updating vineyard geographic databases

2021Masters Projects@Computer Science +Earth Sciences/Geosciences #image time series analysis#deep learning#data indexation#optical satellite imagery#agriculture monitoring#crop type mapping#vineyard#VENUS images  Project SummaryThe available geographic databases,...

Automated segmentation and clustering of spICP-ToF-MS time series

2024 Strategic Projects@Earth Sciences/Geosciences #nanoparticles#spICP-ToF-MS#clustering#segmentation  Project Summary The detection and characterization of inorganic nanoparticles (NPs) in natural matrices has relied primarily on single-particle ICP-MS (spICP-MS)....

Modeling genetic pleiotropy using machine learning to understand the human genetic architecture

2022Masters Projects@Mathematics and Statistics +Computer Science+Biology+Medicine #statistical genetics#pleiotropy#complex traits and diseases#post-genomic data#machine learning#GPU programming  Project SummaryNowadays in human genetics, one particular concept seems...

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

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...

Digital Pathology: when AI meets with anatomo-pathology

2021Masters Projects@Computer Science +Mathematics/Statistics+Engineering+Medicine #Digital Pathology#Computer Vision#Deep Learning#Immuno-therapy  Project SummaryThe fundamental question we address is: How to predict immunotherapy-related gene classes of tumor just...

Mining molecular dynamics open data

2023Masters Projects@Biology +Computer Science+Linguistics #RNA modeling#force-field optimization#biomolecular simulations  Project Summaryto be updated. Pierre Poulain  Projects in the same discipline

Generalization of a method enabling to update vineyard geographic databases from satellite data

2023Masters Projects@Computer Science +Earth Sciences/Geosciences #image time series analysis#deep learning#optical satellite imagery#agriculture monitoring#crop type mapping#vineyard#VENUS images Project Summaryto be updated. Camille Kurtz Projects in the same...