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.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
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Research output
- 10 Article
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It’s all about timing: Exploring different temporal resolutions for analyzing digital-phenotyping data
Langener, A. M., Stulp, G., Jacobson, N. C., Costanzo, A., Jagesar, R. R., Kas, M. J. & Bringmann, L. F., 1-Jan-2024, In: Advances in Methods and Practices in Psychological Science. 7, 1, 22 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile3 Citations (Scopus)64 Downloads (Pure) -
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 AccessFile3 Citations (Scopus)134 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 AccessFile1 Citation (Scopus)152 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., Oct-2022, In: Biological Psychiatry Global Open Science. 3, 4, p. 1003-1011 9 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile2 Citations (Scopus)53 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 AccessFile6 Citations (Scopus)205 Downloads (Pure)
Projects
- 1 Finished
-
Social factors in cognitive decline and dementia: Towards an early intervention approach
Kas, M. (PI), Lanooij, S. (PhD student) & Costanzo, A. (PI)
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
Costanzo, A. (Speaker) & Kas, M. (Contributor)
21-Jul-2022Activity: Talk and presentation › Academic presentation › Academic
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Social health and neurobiomarkers
Costanzo, A. (Speaker)
16-Jun-2021Activity: Talk and presentation › Academic presentation › Academic