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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)