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researcher

M. Santillana

11 papers hereh-index 419.5k citations208 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • first author2
  • middle author1
  • last author5

Across the 9 of 11 papers where every author was matched, so the position is known.

fields
  • stat.AP4
  • math.NA3
  • cs.LG1
  • q-bio.PE1
  • q-bio.QM1
  • stat.OT1
same name
  • M. Santillana — 4 papers, h 5
  • M. Santillana — 2 papers, h 6

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20122022
most citedCombining Search, Social Media, and Traditional Data Sources to Improve Influenza Surveillance

457 citations · 604 across the 11 of their papers we have counts for

collaborators
Showing stat.OTShow all

1 paper · 1 filter

stat.OT2020★ 102 cited

A machine learning methodology for real-time forecasting of the 2019-2020 COVID-19 outbreak using Internet searches, news alerts, and estimates from mechanistic models

Dianbo Liu, Leonardo Clemente, Canelle Poirier +5

We present a timely and novel methodology that combines disease estimates from mechanistic models with digital traces, via interpretable machine-learning methodologies, to reliably…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.