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Past Projects
Computational Social Science
Computational Epidemiology & Public Health
- ICD_GEMs.jl: A Julia Package to Translate Between ICD-9 and ICD-10 Codes;
- Italian COVID-19 integrated surveillance dataset disaggregated by region, age and sex;
- Piedmont COVID-19 Data Modelling & Management.
Data Mining & Machine Learning
- User Gender Classification on Reddit applying NLP;
- BERT Sentiment Classification on the IMDb Large Movie Review Dataset;
- Dataset Analysis and CNN Models Optimization for Plant Disease Classification.
Time Series Analysis
Current Projects
Applied Graph Theory / Network Science
Computational Epidemiology & Public Health
Computational Neuroscience
Computational Simulation and Optimisation
Talks
2023
18th Workshop on Algorithms and Models for Web Graphs
- When: 2023/05/23 - 2023/05/26
- Where: The Fields Institute, Toronto, Canada
- Who: Pietro Monticone and Claudio Moroni
- What: "Multilayer Network Science in Julia with
MultilayerGraphs.jl" (Website, Slides, Video)
JuliaCon 2023
- When: 2023/07/25 - 2023/07/29
- Where: Massachusetts Institute of Technology, Cambridge, MA, USA
- Who: Pietro Monticone and Claudio Moroni
- What: "
MultilayerGraphs.jl: Multilayer Network Science in Julia" (Website, Short Presentation, Long Presentation, Video)
2 sponsors have funded pitmonticone’s work.
It would be great if I had 10 sponsors.
Featured work
-
JuliaGraphs/MultilayerGraphs.jl
A Julia package for the creation, manipulation and analysis of the structure, dynamics and functions of multilayer graphs.
Julia 118 -
InPhyT/COVID19-Italy-Integrated-Surveillance-Data
COVID-19 integrated surveillance data provided by the Italian Institute of Health and processed via UnrollingAverages.jl to deconvolve the weekly moving averages.
Julia 31 -
InPhyT/UnrollingAverages.jl
A Julia package to deconvolve ("unroll") moving averages of time series to get the original ones back.
Julia 18 -
xdevplatform/getting-started-with-the-twitter-api-v2-for-academic-research
A course on getting started with the Twitter API v2 for academic research
Python 565 -
pitmonticone/SocialMediaEgoGraphAnalysis
Ego Graph Analysis on Social Media.
Jupyter Notebook 13 -
pitmonticone/EnergySystemModelling
Resources for the Energy System Modelling course by Tom Brown at Karlsruhe Institute of Technology (2020).
Jupyter Notebook 44