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C

Clemens Stachl

University of St Gallen

21H-index
97Paper Count
2.0KCitation Count
Published Papers 24
Publication Date
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Brief speech samples reveal emotional states in daily life
errPNAS Nexus
IF3.8
err2026-08-06
err0
errOAAI
errTimo K Koch; Gabriella M Harari; Samuel D Gosling; Zachariah Marrero; Ramona Schoedel; Markus Bühner; Clemens Stachl; null
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Aligning generalization between humans and machines
errNature Machine Intelligence
IF23.9
err2025-09-15
err0
PREAI
errFilip Ilievski; Barbara Hammer; Frank van Harmelen; Benjamin Paassen; Sascha Saralajew; Ute Schmid; Michael Biehl; Marianna Bolognesi; Xin Luna Dong; Kiril Gashteovski; Pascal Hitzler; Giuseppe Marra; Pasquale Minervini; Martin Mundt; Axel-Cyrille Ngonga Ngomo; Alessandro Oltramari; Gabriella Pasi; Zeynep G. Saribatur; Luciano Serafini; John Shawe-Taylor; Vered Shwartz; Gabriella Skitalinskaya; Clemens Stachl; Gido M. van de Ven; Thomas Villmann
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From Embeddings to Explainability: A Tutorial on Large-Language-Model-Based Text Analysis for Behavioral Scientists
errAdvances in Methods and Practices in Psychological Science
IF13.4
err2025-07-24
err0
errOAAI
errRudolf Debelak; Timo K. Koch; Matthias Aßenmacher; Clemens Stachl
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errSave
Predicting and Explaining Assessment Center Judgments: A Cross-Validated Behavioral Approach to Performance Judgments in Interpersonal Assessment Center Exercises
errhuman resource management review
IF9
err2024-11-27
err0
errOAAI
errGrunenberg, Eric; Stachl, Clemens; Breil, Simon M.; Schaepers, Philipp; Back, Mitja D.
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errSave
A Workflow for Human-Centered Machine-Assisted Hypothesis Generation: Commentary on Commentary on Banker et al. (2024)
errAMERICAN PSYCHOLOGIST
IF7.2
err2024-09-01
err2
PREAI
errCarrillo, Alejandro Hermida; Stachl, Clemens; Talaifar, Sanaz
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errSave
Psychological well-being in Europe after the outbreak of war in Ukraine
errNATURE COMMUNICATIONS
IF15.7
err2024-02-20
err12
errOAAI
errScharbert, Julian; Humberg, Sarah; Kroencke, Lara; Reiter, Thomas; Sakel, Sophia; ter Horst, Julian; Utesch, Katharina; Gosling, Samuel D.; Harari, Gabriella; Matz, Sandra C.; Schoedel, Ramona; Stachl, Clemens; Aguilar, Natalia M. A.; Amante, Dayana; Aquino, Sibele D.; Bastias, Franco; Bornamanesh, Alireza; Bracegirdle, Chloe; Campos, Luis A. M.; Chauvin, Bruno; Coetzee, Nicoleen; Dorfman, Anna; dos Santos, Monika; El-Haddad, Rita W.; Fajkowska, Malgorzata; Goncu-Kose, Asli; Gnisci, Augusto; Hadjisolomou, Stavros; Hale, William W.; Katzir, Maayan; Khechuashvili, Lili; Kirchner-Hausler, Alexander; Kotzur, Patrick F.; Kritzler, Sarah; Lu, Jackson G.; Machado, Gustavo D. S.; Martskvishvili, Khatuna; Mottola, Francesca; Obschonka, Martin; Paolini, Stefania; Perugini, Marco; Rohmer, Odile; Saeedian, Yasser; Sergi, Ida; Shani, Maor; Skimina, Ewa; Smillie, Luke D.; Talaifar, Sanaz; Talhelm, Thomas; Tokat, Tuluce; Torres, Ana; Torres, Claudio V.; Van Assche, Jasper; Wei, Liuqing; Yalcin, Asli; van Zalk, Maarten; Buehner, Markus; Back, Mitja D.
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Best Practices in Supervised Machine Learning: A Tutorial for Psychologists
errADVANCES IN METHODS AND PRACTICES IN PSYCHOLOGICAL SCIENCE
IF13.4
err2023-08-03
err19
errOAAI
errPargent, Florian; Schoedel, Ramona; Stachl, Clemens
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errSave
A global experience-sampling method study of well-being during times of crisis: The CoCo project
errSOCIAL AND PERSONALITY PSYCHOLOGY COMPASS
IF2.8
err2023-06-29
err3
errOAAI
errScharbert, Julian; Reiter, Thomas; Sakel, Sophia; Horst, Julian ter; Geukes, Katharina; Gosling, Samuel D.; Harari, Gabriella; Kroencke, Lara; Matz, Sandra; Schoedel, Ramona; Shani, Maor; Stachl, Clemens; Talaifar, Sanaz; Aguilar, Natalia M. A.; Amante, Dayana; Aquino, Sibele D.; Bastias, Franco; Biesanz, Jeremy C.; Bornamanesh, Alireza; Bracegirdle, Chloe; Campos, Luis A. M.; Ceballos, Maria C.; Chauvin, Bruno; Choychod, Sopa; Coetzee, Nicoleen; Costin, Vlad; Machado, Gustavo d. S.; Dorfman, Anna; dos Santos, Monika; El-Haddad, Rita W.; Fajkowska, Malgorzata; Gnisci, Augusto; Hadjisolomou, Stavros; Hale, William W.; Katzir, Maayan; Khechuashvili, Lili; Kheirabadi, Gholamreza; Kirchner-Haeusler, Alexander; Koese, Asli Goencue; Kotzur, Patrick Ferdinand; Kritzler, Sarah; Lu, Jackson G.; Martskvishvili, Khatuna; Mottola, Francesca; Obschonka, Martin; Paolini, Stefania; Perugini, Marco; Rohmer, Odile; Saeedian, Yasser; Sarayuthpitak, Jintana; Sczesny, Sabine; Sergi, Ida; Skimina, Ewa; Talhelm, Thomas; Tangdhanakanond, Kamonwan; Tokat, Tuluce; Torres, Ana R. R.; Torres, Claudio V.; Van Assche, Jasper; Wolvaardt, George G.; Yalcin, Asli; Buehner, Markus; van Zalk, Maarten; Back, Mitja D.
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Using machine learning to predict student retention from socio-demographic characteristics and app-based engagement metrics (vol 13, 5705, 2023)
errSCIENTIFIC REPORTS
IF3.9
err2023-06-21
err0
errOAAI
errMatz, Sandra C. C.; Bukow, Christina S. S.; Peters, Heinrich; Deacons, Christine; Dinu, Alice; Stachl, Clemens
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errSave
Personality Computing With Naturalistic Music Listening Behavior: Comparing Audio and Lyrics Preferences
errCOLLABRA-PSYCHOLOGY
IF3.2
err2023-06-02
err2
errOAAI
errSust, Larissa; Stachl, Clemens; Kudchadker, Gayatri; Buehner, Markus; Schoedel, Ramona
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errSave
Using machine learning to predict student retention from socio-demographic characteristics and app-based engagement metrics
errSCIENTIFIC REPORTS
IF3.9
err2023-04-07
err16
errOAAI
errMatz, Sandra C.; Bukow, Christina S.; Peters, Heinrich; Deacons, Christine; Stachl, Clemens
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errSave
Future-generation personality prediction from digital footprints
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2022-11-01
err0
PREAI
errMehta, Yash; Stachl, Clemens; Markov, Konstantin; Yun, Joseph T.; Schuller, W.
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errSave
Analyzing GPS Data for Psychological Research: A Tutorial
errADVANCES IN METHODS AND PRACTICES IN PSYCHOLOGICAL SCIENCE
IF13.4
err2022-04-27
err16
errOAAI
errMuller, Sandrine R.; Bayer, Joseph B.; Ross, Morgan Quinn; Mount, Jerry; Stachl, Clemens; Harari, Gabriella M.; Chang, Yung-Ju; Le, Huyen T. K.
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Measurement practices exacerbate the generalizability crisis: Novel digital measures can help Comment
errBEHAVIORAL AND BRAIN SCIENCES
IF13.7
err2022-02-10
err2
errOAAI
errDavidson, Brittany, I; Ellis, David A.; Stachl, Clemens; Taylor, Paul J.; Joinson, Adam N.
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errSave
Age and gender in language, emoji, and emoticon usage in instant messages
errCOMPUTERS IN HUMAN BEHAVIOR
IF8.9
err2022-01-01
err26
errOAAI
errKoch, Timo K.; Romero, Peter; Stachl, Clemens
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errSave
Personality Research and Assessment in the Era of Machine Learning
errEUROPEAN JOURNAL OF PERSONALITY
IF3.7
err2020-09-01
err79
errOAAI
errStachl, Clemens; Pargent, Florian; Hilbert, Sven; Harari, Gabriella M.; Schoedel, Ramona; Vaid, Sumer; Gosling, Samuel D.; Buehner, Markus
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Personality Sensing for Theory Development and Assessment in the Digital Age
errEUROPEAN JOURNAL OF PERSONALITY
IF3.7
err2020-09-01
err32
PREAI
errHarari, Gabriella M.; Vaid, Sumer S.; Mueller, Sandrine R.; Stachl, Clemens; Marrero, Zachariah; Schoedel, Ramona; Buehner, Markus; Gosling, Samuel D.
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errSave
To Challenge the Morning Lark and the Night Owl: Using Smartphone Sensing Data to Investigate Day-Night Behaviour Patterns
errEUROPEAN JOURNAL OF PERSONALITY
IF3.7
err2020-09-01
err30
errOAAI
errSchoedel, Ramona; Pargent, Florian; Au, Quay; Voelkel, Sarah Theres; Schuwerk, Tobias; Buehner, Markus; Stachl, Clemens
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Predicting personality from patterns of behavior collected with smartphones
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2020-07-14
err136
errOAAI
errStachl, Clemens; Au, Quay; Schoedel, Ramona; Gosling, Samuel D.; Harari, Gabriella M.; Buschek, Daniel; Voelkel, Sarah Theres; Schuwerk, Tobias; Oldemeier, Michelle; Ullmann, Theresa; Hussmann, Heinrich; Bischl, Bernd; Buehner, Markus
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Sensing Sociability: Individual Differences in Young Adults' Conversation, Calling, Texting, and App Use Behaviors in Daily Life
errJOURNAL OF PERSONALITY AND SOCIAL PSYCHOLOGY
IF6.7
err2020-07-01
err96
errOAAI
errHarari, Gabriella M.; Mueller, Sandrine R.; Stachl, Clemens; Wang, Rui; Wang, Weichen; Buehner, Markus; Rentfrow, Peter J.; Campbell, Andrew T.; Gosling, Samuel D.
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Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
P
Peter Falkai
H-index: 110 · Papers: 1.5K
B
Björn W. Schuller
H-index: 104 · Papers: 1.8K
S
Samuel D. Gosling
H-index: 88 · Papers: 329
A
Andrew T. Campbell
H-index: 81 · Papers: 489
J
John Shawe‐Taylor
H-index: 75 · Papers: 649
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