Research output per year
Research output per year
Personal profile
Biosketch
I hold a PhD in physics, and my research activity mostly focused on computational models of collective behaviour (collective motion of groups of bacteria, fish, and birds), investigating how the interaction rules between two individuals lead to emergent group dynamics.
More recently I gained experience in machine learning algorithms and are currently working as data scientist in the BEHAPP team, where we use the smartphone app BEHAPP to measure changes in social behaviour that can be used as an early warning signal and digital marker for psychiatric disorders.
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Causes of variation of darkness in flocks of starlings, a computational model
Costanzo, A., Hildenbrandt, H. & Hemelrijk, C. K., Jun-2022, In: Swarm intelligence. 16, p. 91-105 15 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Citation (Scopus)50 Downloads (Pure) -
Effect of time-delayed interactions on milling: A minimal model
Costanzo, A., Haeringen ,van, E. & Hemelrijk, C., 19-May-2022, In: EPL (Europhysics Letters). 138, 2, 7 p., 22002.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile60 Downloads (Pure) -
Social health is associated with tract-specific brain white matter microstructure in community-dwelling older adults
Costanzo, A., van der Velpen, I. F., Ikram, M. A., Vernooij-Dassen, M. J. F., Niessen, W. J., Vernooij, M. W. & Kas, M. J., 8-Sept-2022, In: Biological Psychiatry Global Open Science. 9 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile3 Downloads (Pure) -
Damping of waves of agitation in starling flocks
Hemelrijk, C. K., Costanzo, A., Hildenbrandt, H. & Carere, C., Sept-2019, In: Behavioral Ecology and Sociobiology. 73, 9, 7 p., 125.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile4 Citations (Scopus)151 Downloads (Pure) -
Milling-induction and milling-destruction in a Vicsek-like binary-mixture model
Costanzo, A., Jan-2019, In: EPL. 125, 2, 6 p., 20008.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile8 Citations (Scopus)89 Downloads (Pure)
Projects
- 1 Finished
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Social factors in cognitive decline and dementia: Towards an early intervention approach
Kas, M., Lanooij, S. & Costanzo, A.
01/01/2018 → 01/01/2023
Project: Research
Activities
- 2 Academic presentation
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Extracting a digital sociability score from passive smartphone data
Andrea Costanzo (Speaker) & Martien Kas (Contributor)
21-Jul-2022Activity: Talk and presentation › Academic presentation › Academic
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Social health and neurobiomarkers
Andrea Costanzo (Speaker)
16-Jun-2021Activity: Talk and presentation › Academic presentation › Academic