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Anzahl der Publikationen: 19
Zeitschriftenartikel
Pargent, Florian 
ORCID: https://orcid.org/0000-0002-2388-553X; Schoedel, Ramona und Stachl, Clemens ORCID: https://orcid.org/0000-0002-4498-3067
(2023):
Best Practices in Supervised Machine Learning: A Tutorial for Psychologists.
In: Advances in Methods and Practices in Psychological Science, Bd. 6, Nr. 3: S. 1-35
[PDF, 6MB]
ORCID: https://orcid.org/0000-0002-2388-553X; Schoedel, Ramona und Stachl, Clemens ORCID: https://orcid.org/0000-0002-4498-3067
(2023):
Best Practices in Supervised Machine Learning: A Tutorial for Psychologists.
In: Advances in Methods and Practices in Psychological Science, Bd. 6, Nr. 3: S. 1-35
[PDF, 6MB]
Au, Quay; Herbinger, Julia; Stachl, Clemens; Bischl, Bernd und Casalicchio, Giuseppe
(2022):
Grouped feature importance and combined features effect plot.
In: Data Mining and Knowledge Discovery, Bd. 36, Nr. 4: S. 1401-1450
Birtwistle, Efsun; Schoedel, Ramona; Bemmann, Florian; Wirth, Astrid; Suerig, Christoph; Stachl, Clemens; Buehner, Markus und Niklas, Frank
(2022):
Mobile sensing in psychological and educational research: Examples from two application fields.
In: International Journal of Testing, Bd. 22, Nr. 3-4: S. 264-288
Stachl, Clemens ORCID: https://orcid.org/0000-0002-4498-3067; Au, Quay ORCID: https://orcid.org/0000-0002-5252-8902; Schoedel, Ramona; Gosling, Samuel D. ORCID: https://orcid.org/0000-0001-8970-591X; Harari, Gabriella M.; Buschek, Daniel ORCID: https://orcid.org/0000-0002-0013-715X; Voelkel, Sarah Theres; Schuwerk, Tobias ORCID: https://orcid.org/0000-0003-3720-7120; Oldemeier, Michelle; Ullmann, Theresa ORCID: https://orcid.org/0000-0003-1215-8561; Hussmann, Heinrich; Bischl, Bernd ORCID: https://orcid.org/0000-0001-6002-6980 und Bühner, Markus ORCID: https://orcid.org/0000-0002-0597-8708
(2021):
Predicting personality from patterns of behavior collected with smartphones.
In: Proceedings of the National Academy of Sciences of the United States of America, Bd. 118, Nr. 29, 1920484117
ORCID: https://orcid.org/0000-0002-4498-3067; Au, Quay ORCID: https://orcid.org/0000-0002-5252-8902; Schoedel, Ramona; Gosling, Samuel D. ORCID: https://orcid.org/0000-0001-8970-591X; Harari, Gabriella M.; Buschek, Daniel ORCID: https://orcid.org/0000-0002-0013-715X; Voelkel, Sarah Theres; Schuwerk, Tobias ORCID: https://orcid.org/0000-0003-3720-7120; Oldemeier, Michelle; Ullmann, Theresa ORCID: https://orcid.org/0000-0003-1215-8561; Hussmann, Heinrich; Bischl, Bernd ORCID: https://orcid.org/0000-0001-6002-6980 und Bühner, Markus ORCID: https://orcid.org/0000-0002-0597-8708
(2021):
Predicting personality from patterns of behavior collected with smartphones.
In: Proceedings of the National Academy of Sciences of the United States of America, Bd. 118, Nr. 29, 1920484117
Koch, Timo K.; Romero, Peter und Stachl, Clemens
(2021):
Age and gender in language, emoji, and emoticon usage in instant messages.
In: Computers in Human Behavior, Bd. 126, 106990
Stachl, Clemens; Pargent, Florian; Hilbert, Sven; Harari, Gabriell M.; Schoedel, Ramona; Vaid, Sumer; Gosling, Samuel D. und Bühner, Markus
(September 2020):
Personality Research and Assessment in the Era of Machine Learning.
In: European Journal of Personality, Bd. 34, Nr. 5: S. 613-631
[PDF, 1MB]
Stachl, Clemens; Au, Quay; Schoedel, Ramona; Gosling, Samuel D. und Bühner, Markus
(Juli 2020):
Predicting personality from patterns of behavior collected with smartphones.
In: PNAS Proceedings of the National Academy of Sciences, Bd. 117, Nr. 30: S. 17680-17687
Schoedel, Ramona; Pargent, Florian; Au, Quay; Völkel, Sarah Theres; Schuwerk, Tobias; Bühner, Markus und Stachl, Clemens
(Mai 2020):
To Challenge the Morning Lark and the Night Owl. Using Smartphone Sensing Data to Investigate Day–Night Behaviour Patterns.
In: European Journal of Personality
[PDF, 5MB]
Völkel, Sarah Theres; Schoedel, Ramona; Buschek, Daniel; Stachl, Clemens; Winterhalter, Verena; Bühner, Markus und Hussmann, Heinrich
(April 2020):
Developing a Personality Model for Speech-based Conversational Agents Using the Psycholexical Approach.
In: CHI '20 Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems: S. 1-14
Harari, Gabriella M.; Vaid, Sumer S.; Müller, Sandrine R.; Stachl, Clemens; Marrero, Zachariah; Schoedel, Ramona; Bühner, Markus und Gosling, Samuel D.
(2020):
Personality Sensing for Theory Development and Assessment in the Digital Age.
In: European Journal of Personality, Bd. 34, Nr. 5: S. 649-669
Harari, Gabriella M.; Müller, Sandrine R.; Stachl, Clemens; Wang, Rui; Wang, Weichen; Bühner, Markus; Rentfrow, Peter J.; Campbell, Andrew T. und Gosling, Samuel D.
(2020):
Sensing Sociability: Individual Differences in Young Adults' Conversation, Calling, Texting, and App Use Behaviors in Daily Life.
In: Journal of Personality and Social Psychology, Bd. 119, Nr. 1: S. 204-228
Schuwerk, Tobias ORCID: https://orcid.org/0000-0003-3720-7120; Kaltefleiter, Larissa J. ORCID: https://orcid.org/0000-0002-0921-9047; Au, Jiew-Quay; Hoesl, Axel und Stachl, Clemens
(2019):
Enter the Wild: Autistic Traits and Their Relationship to Mentalizing and Social Interaction in Everyday Life.
In: Journal of Autism and Developmental Disorders, Bd. 49, Nr. 10: S. 4193-4208
ORCID: https://orcid.org/0000-0003-3720-7120; Kaltefleiter, Larissa J. ORCID: https://orcid.org/0000-0002-0921-9047; Au, Jiew-Quay; Hoesl, Axel und Stachl, Clemens
(2019):
Enter the Wild: Autistic Traits and Their Relationship to Mentalizing and Social Interaction in Everyday Life.
In: Journal of Autism and Developmental Disorders, Bd. 49, Nr. 10: S. 4193-4208
Buschek, Daniel; Völkel, Sarah; Stachl, Clemens; Mecke, Lukas; Prange, Sarah und Pfeuffer, Ken
(2018):
Experience Sampling as Information Transmission: Perspective and Implications.
In: Proceedings of the 2018 Acm International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2018 Acm International Symposium on Wearable Computers (Ubicomp/Iswc'18 Adjunct): S. 606-611
Schödel, Ramona; Au, Quay; Völkel, Sarah Theres; Lehmann, Florian; Becker, Daniela; Bühner, Markus; Bischl, Bernd; Hussmann, Heinrich und Stachl, Clemens
(2018):
Digital Footprints of Sensation Seeking. A Traditional Concept in the Big Data Era.
In: Zeitschrift für Psychologie-Journal of Psychology, Bd. 226, Nr. 4: S. 232-245
Schoedel, Ramona; Hilbert, Sven; Bühner, Markus und Stachl, Clemens
(2018):
One way to guide them all. Wayfinding strategies and the examination of gender-specific navigational instructions in a real-driving context.
In: Transportation Research Part F: Traffic Psychology and Behaviour, Bd. 58: S. 754-768
Goerigk, Stephan; Hilbert, Sven; Jobst, Andrea; Falkai, Peter ORCID: https://orcid.org/0000-0003-2873-8667; Bühner, Markus; Stachl, Clemens; Bischl, Bernd; Coors, Stefan; Ehring, Thomas; Padberg, Frank und Sarubin, Nina
(2018):
Predicting instructed simulation and dissimulation when screening for depressive symptoms.
In: European Archives of Psychiatry and Clinical Neuroscience, Bd. 268, Nr. 1: S. 1-16
ORCID: https://orcid.org/0000-0003-2873-8667; Bühner, Markus; Stachl, Clemens; Bischl, Bernd; Coors, Stefan; Ehring, Thomas; Padberg, Frank und Sarubin, Nina
(2018):
Predicting instructed simulation and dissimulation when screening for depressive symptoms.
In: European Archives of Psychiatry and Clinical Neuroscience, Bd. 268, Nr. 1: S. 1-16
Stachl, Clemens; Hilbert, Sven; Au, Jiew-Quay; Buschek, Daniel; Luca, Alexander De; Bischl, Bernd; Hussmann, Heinrich und Bühner, Markus
(2. August 2017):
Personality Traits Predict Smartphone Usage.
In: European Journal of Personality, Bd. 31, Nr. 6: S. 701-722
Probst, Philipp; Au, Quay; Casalicchio, Giuseppe; Stachl, Clemens und Bischl, Bernd
(2017):
Multilabel Classification with R Package mlr.
In: The R Journal
Probst, Philipp; Au, Quay; Casalicchio, Giuseppe; Stachl, Clemens und Bischl, Bernd
(2017):
Multilabel Classification with R Package mlr.
In: R Journal, Bd. 9, Nr. 1: S. 352-369