pitmonticone

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Informal Mathematics @UniTrento || Formal Mathematics at Harmonic || Formalising in @LeanProver || Developing in @JuliaLang and @Python.

Funding Links: https://github.com/sponsors/pitmonticone

Name: Pietro Monticone
Location: Trento, Italy
Company: University of Trento
Kind: user
Followers: 775
Following: 0
Total stars: 324
Repositories count: 694
Created at: 2022-11-16T08:34:44.907Z
Updated at: 2025-03-06T19:56:25.577Z
Last synced at: 2025-03-06T19:56:25.577Z

GitHub Sponsors Profile

Past Projects
Computational Social Science

Ego Graph Analysis on Facebook and Twitter.

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

UnrollingAverages.jl: A Julia Package to Deconvolve Time Series Data.

Current Projects
Applied Graph Theory / Network Science

MultilayerGraphs.jl: A Julia Package to Construct, Handle and Analyse Multilayer Graphs.

Computational Epidemiology & Public Health

ComputationalEpidemiology.jl: A Julia Package for Computational Epidemiology.

Computational Neuroscience

NeuronalModeling.jl: A Julia Package for Single-Neuron Modelling.

Computational Simulation and Optimisation

ModellingFramework.jl: A Julia Package for Domain-Specific Modelling 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)