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.

Diffusion Models Based Visual Counterfactual Explanations

2024 Masters Projects @Computer Science    #Visual counterfactual explanations #Diffusion Models #Identification of subtle phenotypesProject Summary to be updated   Valerie MezgerProjects in the same discipline

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)....

Combining visual and textual information for enhancing pathologic case retrieval systems in radiological practices

2022Masters Projects@Computer Science +Medicine #Case Retrieval#Machine Learning#Contrastive Learning#Variational AutoEncoders Project SummaryThe field of diagnostic imaging in Radiology has experienced tremendous growth both in terms of technological development...

OpenStreetMap and Sentinel-2 data for the production of environmental indices for demographic studies

2023Masters Projects@Computer Science +Demography #Remote sensing#Demography#Deep learning#Sentinel 2#OpenStreetMap#Local climate zones#Africa Project Summaryto be updated. Sylvain Lobry Projects in the same discipline

Digital Pathology: when AI meets with anatomo-pathology

2021 Strategic Projects @Computer Science +Engineering+Biology+Medicine #Digital Pathology#Immuno-therapy#Computer Vision#Deep Learning  Project Summary The fundamental question we address is: How to predict immunotherapy-related gene classes of tumor just by the...

Tracking auto-immune diseases in electronic health record

2022Masters Projects@Medicine +Mathematics/Statistics+Biology #Rare diseases#Information retrieval#Knowledge graph#NLP#data mining#healthcare databases  Project SummaryThe collection of biomedical data requires a multitude of software tools for purposes ranging from...

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...

Diffusion Models Based Unpaired Image-to-Image Translation to Reveal Subtle Phenotypes

2023Masters Projects@Computer Science +Mathematics/Statistics+Biology+neurodevelopment #Image-to-image translation#Deep generative models#Diffusion models#Subtle Phenotypes#Neurodevelopment Project SummaryUnpaired image-to-image translation methods aim at learning a...

Investigating Diffusion Models for Astronomical Image Deconvolution – boosting the synergy between Euclid and LSST

2024 Master's Projects@Physics/Astronomy #diffusion models #image processing #deconvolution   🎉This project has been accepted at the ML4Physics workshop at NeurIPS!Project Summary This project tackles the problem of deconvolving astronomical images to uncover the...

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...