Personal profile
Research interests
My research Focuses on understanding human cognition using statistical and computational models of behavior. Human cognition encompasses a broad array of topics, and I focus on questions That involvement concepts or representations That are shaped by the structure of the world. Dette omfatter aktive forskningsprojekter, der studerer kategoriindlæring, lighedskompetencer, ansigtsbehandling, ordlæring, beslutningstagning og hypoteseundersøgelse. I Rely on a variety of experimental techniques in my research, with a focus on collecting large datasets that can be analyzed at both the group and individual levels. I use computational models of cognition as well as machine learning techniques to better understand the latent cognitive mechanisms and representations people use.
Career
Assistant Professor at Tilburg University (2017-now)
Post-doc at the University of Adelaide with Profs Amy Perfors and Dani Navarro (2015-2017)
PhD at Indiana University (2015)
Teaching
Spring 2017: Research Skills: Data Processing Advanced (Masters)
Fall 2017: Introduction to Cognitive Science (Bachelors)
Spring 2018: Research Skills: Data Processing Advanced (Masters)
Keywords
- Bayesian Statistics
- Cognitive Science
- Decision Theory
- Data Science
- Cognition
- Cognitive Model
Fingerprint
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Collaborations and top research areas from the last five years
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Exploring Temporal Relationships Between Anxiety, Mood and Mental Imagery in Patients With Bipolar Disorder: A Network Analysis
van den Berg, K. ., Bloemendal, E. T., Hendrickson, A. ., Di Simplicio, M., Voncken, M., Aalbers, G. & Keijsers, G. . ., 1 Sept 2024, In: Clinical Psychology & Psychotherapy. 31, 5, 10 p., e3050.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile23 Downloads (Pure) -
Imagery-Focused Cognitive Therapy for Bipolar Disorder
van den Berg, K. C., Bloemendal, E. T., Hales, S. A., Voncken, M., Hendrickson, A. T. & Keijsers, G. P. J., 12 Dec 2024, Handbook of Psychological Therapies for Bipolar Disorder . Richardson, T. (ed.). Springer Nature, p. 205-223 19 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review
Open AccessFile30 Downloads (Pure) -
Comparing the effectiveness of imagery focussed cognitive therapy to group psychoeducation for patients with bipolar disorder: A randomised trial
van den Berg, K. C., Hendrickson, A. T., Hales, S. A., Voncken, M. & Keijsers, G. P. J., 1 Jan 2023, In: Journal of Affective Disorders. 320, p. 691-700 10 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access9 Link opens in a new tab Citations (Scopus) -
Exploring aspects of self-reported emotional mental imagery in patients with bipolar disorder
van den Berg, K. C., Voncken, M., Hendrickson, A. T., Di Simplicio, M., Regeer, E. J., Rops, L. & Keijsers, G. P. J., Dec 2023, In: Journal of Behavior Therapy and Experimental Psychiatry. 81, p. 1-11 11 p., 101861.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access2 Link opens in a new tab Citations (Scopus) -
Smartphone-Tracked Digital Markers of Momentary Subjective Stress in College Students: Idiographic Machine Learning Analysis
Aalbers, G., Hendrickson, A. T., Vanden Abeele, M. M. & Keijsers, L., 23 Mar 2023, In: JMIR mHealth and uHealth. 11, 1, p. 1-14 14 p., e37469.Research output: Contribution to journal › Article › Scientific › peer-review
Open Access12 Link opens in a new tab Citations (Scopus)
Datasets
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VR Learning and Behavior Dataset
Mousavi, M. A. (Creator), Powell, W. (Creator), Louwerse, M. M. (Creator) & Hendrickson, A. T. (Creator), DataverseNL, 11 Oct 2023
DOI: 10.34894/t1vakp, https://dataverse.nl/citation?persistentId=doi:10.34894/T1VAKP
Dataset