Joined July 2009
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8 Photos and videos
filippo simini retweeted
22 Jul 2022
The last day of #IC2S2 kicks off with an excellent Keynote by @martikagv on urban modelling and leveraging big data to deal with sporadic mobility data. Also introducing scikit-mobility: a library for human mobility analysis in Python scikit-mobility.github.io/sc… @IC2S2
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filippo simini retweeted
23 Jun 2022
📢 scikit-mobility v1.3.1 is now out!
💡 new version includes a "data module" to download open mobility data and upload new ones to the collection!
🔥 A blog post will show how. Stay tuned!
👉 github.com/scikit-mobility/s…
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filippo simini retweeted
19 May 2022
Hello Mobility World! #scikitmobility now on Twitter!
github.com/scikit-mobility/s…
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filippo simini retweeted
3 Dec 2021
New paper out! We study the distribution and spatial arrangement of human settlements in the world. We study an (Open!) dataset of satellite imagery at high resolution (10m!) and find two emerging patterns, namely agglomeration and dispersion. nature.com/articles/s41598-0…
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filippo simini retweeted
19 Nov 2021
@NatureComms editors' highlights webpage on "AI and machine learning" showcases the 50 best papers recently published in this area. It's also featuring our Deep Gravity paper🏅👉 nature.com/collections/ceiaj…
#HumanMobility #AI #DataScience
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filippo simini retweeted
12 Nov 2021
📢🔥Latest paper on @NatureComms: "A Deep Gravity model for mobility flows generation" w @iPif @luca_msl @GianniBarlacchi
- Flows realism improved to up 1000% wrt gravity
- Geographically transferable
- Flows explanation based on geo variables and POIs
👉nature.com/articles/s41467-0…
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filippo simini retweeted
20 Sep 2020
📢 𝗦𝗶𝗺𝘂𝗹𝗮𝘁𝗲𝗱 𝗣𝗿𝗶𝘃𝗮𝗰𝘆 𝗔𝗻𝗻𝗲𝗮𝗹𝗶𝗻𝗴 (SPA) is an adversarial behavior model for risk assessment in 𝗺𝗼𝗯𝗶𝗹𝗶𝘁𝘆 𝗱𝗮𝘁𝗮.
Our new paper out 🔓 on IEEE Transactions on Intelligent Transportation Systems! #datascience #privacy
👉 ieeexplore.ieee.org/document…
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filippo simini retweeted
12 Jun 2020
Thread) Today I share with you a giant effort to provide an unprecedented estimation of the global cover and geography of human settlements (HSs). We produced a 10 m resolution binary mask outlining HSs and built a model to explain settlement formation arxiv.org/abs/2006.06584
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filippo simini retweeted
25 Apr 2020
Released our first report on the analysis of anonymized mobile phone data in Italy during lockdown: 1⃣ flow diversity decreases 2⃣ the number of local job markets explodes.
preprint 👉 arxiv.org/abs/2004.11278
webpage 👉 sobigdata.eu/covid_report/#/…
Much more to come. #covid19italy
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filippo simini retweeted
11 Apr 2020
No need to choose between collective health and individual privacy
ncase.me/contact-tracing/
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filippo simini retweeted
8 Apr 2020
I would like to announce this collection on "Cities as Complex Systems" to appear in PLoS One. Marta @martikagv and myself are guest editors. collections.plos.org/s/citie… @PLOSONE #ctcsplos2020 Please feel free to contact us in case you have any question.
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3 Apr 2020
2 Apr 2020
Social media usage reveals recovery of small businesses after natural hazard events: this is what we show in our new paper with @robertey_re
and Flavia De Luca in @NatureComms: nature.com/articles/s41467-0…
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2 Apr 2020
Analysing the time series of Facebook posts of small businesses before and after an event, we estimate in real time the long-term economic recovery for different types of natural hazards (earthquakes and hurricanes) in different continents
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2 Apr 2020
The proposed methodology is cheaper and more scalable than traditional field surveys, it is privacy-compliant because it is not based on sensitive personal data, and it is significantly easier to implement than methods based on text and sentiment analysis
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filippo simini retweeted
13 Mar 2020
Our analysis of the effect of the lockdown on the mobility and contact patterns of Italians is finally public! We are measuring in real-time how mobility and contact patterns changed in Italy during the #COVID19 outbreak through anonymized digital traces: covid19mm.github.io/in-progr…
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filippo simini retweeted
24 Feb 2020
Just advertising three new PhD positions focused on networks dynamics, biodiversity and social data. More soon.
recruitingapp-5442.de.umanti… recruitingapp-5442.de.umanti… recruitingapp-5442.de.umanti…
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filippo simini retweeted
25 Jan 2020
Human mobility workshop @appliedmldays #AMLD2020 by @lucpappalard @GianniBarlacchi @Pellungrobe & @iPif: Scikit-mobility allows you to process mobility data as trajectory & flow dataframes and perform a wide range of analyses as easy as using pandas #skmob
bit.ly/skmob_repo
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filippo simini retweeted
25 Jan 2020
Unfortunately countries on our risk ranking (top 25) are experiencing importations of nCOV cases one after the other.
datastudio.google.com/u/0/re…
mobs-lab.org/2019ncov.html
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