Clemens Stachl - Publications, H-index & Citations

Clemens Stachl

University of St Gallen

21H指数

97论文数

2.0K被引数

收录论文 24

发表时间

Brief speech samples reveal emotional states in daily life 简短语音样本揭示日常生活中的情绪状态

PNAS Nexus

IF3.8

2026-08-06

OAAI

Timo K Koch; Gabriella M Harari; Samuel D Gosling; Zachariah Marrero; Ramona Schoedel; Markus Bühner; Clemens Stachl; null

Aligning generalization between humans and machines 实现人类与机器之间的泛化对齐

Nature Machine Intelligence

IF23.9

2025-09-15

PREAI

Filip 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

From Embeddings to Explainability: A Tutorial on Large-Language-Model-Based Text Analysis for Behavioral Scientists 从嵌入到可解释性：面向行为科学家的基于大语言模型的文本分析教程

Advances in Methods and Practices in Psychological Science

IF13.4

2025-07-24

OAAI

Rudolf Debelak; Timo K. Koch; Matthias Aßenmacher; Clemens Stachl

Predicting and Explaining Assessment Center Judgments: A Cross-Validated Behavioral Approach to Performance Judgments in Interpersonal Assessment Center Exercises 预测和解释评估中心的判断: 人际评估中心练习中绩效判断的交叉验证行为方法

human resource management review

IF9

2024-11-27

OAAI

Grunenberg, Eric; Stachl, Clemens; Breil, Simon M.; Schaepers, Philipp; Back, Mitja D.

A Workflow for Human-Centered Machine-Assisted Hypothesis Generation: Commentary on Commentary on Banker et al. (2024)

AMERICAN PSYCHOLOGIST

IF7.2

2024-09-01

PREAI

Carrillo, Alejandro Hermida; Stachl, Clemens; Talaifar, Sanaz

Psychological well-being in Europe after the outbreak of war in Ukraine 乌克兰战争爆发后欧洲的心理健康

NATURE COMMUNICATIONS

IF15.7

2024-02-20

OAAI

Scharbert, 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.

Best Practices in Supervised Machine Learning: A Tutorial for Psychologists 监督机器学习的最佳实践: 心理学家教程

ADVANCES IN METHODS AND PRACTICES IN PSYCHOLOGICAL SCIENCE

IF13.4

2023-08-03

OAAI

Pargent, Florian; Schoedel, Ramona; Stachl, Clemens

A global experience-sampling method study of well-being during times of crisis: The CoCo project

SOCIAL AND PERSONALITY PSYCHOLOGY COMPASS

IF2.8

2023-06-29

OAAI

Scharbert, 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.

Using machine learning to predict student retention from socio-demographic characteristics and app-based engagement metrics (vol 13, 5705, 2023)

SCIENTIFIC REPORTS

IF3.9

2023-06-21

OAAI

Matz, Sandra C. C.; Bukow, Christina S. S.; Peters, Heinrich; Deacons, Christine; Dinu, Alice; Stachl, Clemens

Personality Computing With Naturalistic Music Listening Behavior: Comparing Audio and Lyrics Preferences

COLLABRA-PSYCHOLOGY

IF3.2

2023-06-02

OAAI

Sust, Larissa; Stachl, Clemens; Kudchadker, Gayatri; Buehner, Markus; Schoedel, Ramona

Using machine learning to predict student retention from socio-demographic characteristics and app-based engagement metrics

SCIENTIFIC REPORTS

IF3.9

2023-04-07

OAAI

Matz, Sandra C.; Bukow, Christina S.; Peters, Heinrich; Deacons, Christine; Stachl, Clemens

Future-generation personality prediction from digital footprints

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2022-11-01

PREAI

Mehta, Yash; Stachl, Clemens; Markov, Konstantin; Yun, Joseph T.; Schuller, W.

Analyzing GPS Data for Psychological Research: A Tutorial 分析GPS数据以进行心理研究: 教程

ADVANCES IN METHODS AND PRACTICES IN PSYCHOLOGICAL SCIENCE

IF13.4

2022-04-27

OAAI

Muller, Sandrine R.; Bayer, Joseph B.; Ross, Morgan Quinn; Mount, Jerry; Stachl, Clemens; Harari, Gabriella M.; Chang, Yung-Ju; Le, Huyen T. K.

Measurement practices exacerbate the generalizability crisis: Novel digital measures can help Comment

BEHAVIORAL AND BRAIN SCIENCES

IF13.7

2022-02-10

OAAI

Davidson, Brittany, I; Ellis, David A.; Stachl, Clemens; Taylor, Paul J.; Joinson, Adam N.

Age and gender in language, emoji, and emoticon usage in instant messages

COMPUTERS IN HUMAN BEHAVIOR

IF8.9

2022-01-01

OAAI

Koch, Timo K.; Romero, Peter; Stachl, Clemens

Personality Research and Assessment in the Era of Machine Learning

EUROPEAN JOURNAL OF PERSONALITY

IF3.7

2020-09-01

OAAI

Stachl, Clemens; Pargent, Florian; Hilbert, Sven; Harari, Gabriella M.; Schoedel, Ramona; Vaid, Sumer; Gosling, Samuel D.; Buehner, Markus

Personality Sensing for Theory Development and Assessment in the Digital Age

EUROPEAN JOURNAL OF PERSONALITY

IF3.7

2020-09-01

PREAI

Harari, Gabriella M.; Vaid, Sumer S.; Mueller, Sandrine R.; Stachl, Clemens; Marrero, Zachariah; Schoedel, Ramona; Buehner, Markus; Gosling, Samuel D.

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

EUROPEAN JOURNAL OF PERSONALITY

IF3.7

2020-09-01

OAAI

Schoedel, Ramona; Pargent, Florian; Au, Quay; Voelkel, Sarah Theres; Schuwerk, Tobias; Buehner, Markus; Stachl, Clemens

Predicting personality from patterns of behavior collected with smartphones

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2020-07-14

136

OAAI

Stachl, 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

Sensing Sociability: Individual Differences in Young Adults' Conversation, Calling, Texting, and App Use Behaviors in Daily Life

JOURNAL OF PERSONALITY AND SOCIAL PSYCHOLOGY

IF6.7

2020-07-01

OAAI

Harari, Gabriella M.; Mueller, Sandrine R.; Stachl, Clemens; Wang, Rui; Wang, Weichen; Buehner, Markus; Rentfrow, Peter J.; Campbell, Andrew T.; Gosling, Samuel D.

研究方向