Florian Pargent

Regularized target encoding outperforms traditional methods in supervised machine learning with high cardinality features

Florian Pargent, Florian Pfisterer, Janek Thomas et al. · Computational Statistics · 2022 · 150 citations · Full text

Computing, Computer Science, Data Science +17

Personality Research and Assessment in the Era of Machine Learning

Clemens Stachl, Florian Pargent, Sven Hilbert et al. · European Journal of Personality · 2020 · 138 citations · Full text

Social Sciences, Behavioral Sciences, Psychology +12

Best Practices in Supervised Machine Learning: A Tutorial for Psychologists

Florian Pargent, Ramona Schoedel, Clemens Stachl · Advances in Methods and Practices in Psychological Science · 2023 · 104 citations · Full text

Computing, Behavioral Sciences, Psychology +16

To Challenge the Morning Lark and the Night Owl: Using Smartphone Sensing Data to Investigate Day–Night Behaviour Patterns

Ramona Schoedel, Florian Pargent, Quay Au et al. · European Journal of Personality · 2020 · 51 citations · Full text

Life Sciences, Behavioral Sciences, Psychology +14

Eleven strategies for making reproducible research and open science training the norm at research institutions

Friederike E. Kohrs, Susann Auer, Alexandra Bannach‐Brown et al. · eLife · 2023 · 32 citations · Full text

Education, Science Education, Communities Of Practice +12