Using machine learning to predict student retention from socio-demographic characteristics and app-based engagement metrics
Matz, Sandra C., Bukow, Christina S., Peters, Heinrich, Deacons, Christine, Dinu, Alice, Stachl, Clemens
Published in Scientific reports (07.04.2023)
Published in Scientific reports (07.04.2023)
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Author Correction: Using machine learning to predict student retention from socio-demographic characteristics and app-based engagement metrics
Matz, Sandra C., Bukow, Christina S., Peters, Heinrich, Deacons, Christine, Dinu, Alice, Stachl, Clemens
Published in Scientific reports (21.06.2023)
Published in Scientific reports (21.06.2023)
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Predicting instructed simulation and dissimulation when screening for depressive symptoms
Goerigk, Stephan, Hilbert, Sven, Jobst, Andrea, Falkai, Peter, Bühner, Markus, Stachl, Clemens, Bischl, Bernd, Coors, Stefan, Ehring, Thomas, Padberg, Frank, Sarubin, Nina
Published in European archives of psychiatry and clinical neuroscience (01.03.2020)
Published in European archives of psychiatry and clinical neuroscience (01.03.2020)
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Predicting personality from patterns of behavior collected with smartphones
Stachl, Clemens, Au, Quay, Schoedel, Ramona, Gosling, Samuel D., Harari, Gabriella M., Buschek, Daniel, Völkel, Sarah Theres, Schuwerk, Tobias, Oldemeier, Michelle, Ullmann, Theresa, Hussmann, Heinrich, Bischl, Bernd, Bühner, Markus
Published in Proceedings of the National Academy of Sciences - PNAS (28.07.2020)
Published in Proceedings of the National Academy of Sciences - PNAS (28.07.2020)
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Grouped feature importance and combined features effect plot
Au, Quay, Herbinger, Julia, Stachl, Clemens, Bischl, Bernd, Casalicchio, Giuseppe
Published in Data mining and knowledge discovery (01.07.2022)
Published in Data mining and knowledge discovery (01.07.2022)
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Personality Research and Assessment in the Era of Machine Learning
Stachl, Clemens, Pargent, Florian, Hilbert, Sven, Harari, Gabriella M., Schoedel, Ramona, Vaid, Sumer, Gosling, Samuel D., Bühner, Markus
Published in European journal of personality (01.09.2020)
Published in European journal of personality (01.09.2020)
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Sensing sociability: Individual differences in young adults' conversation, calling, texting, and app use behaviors in daily life
Harari, Gabriella M, Müller, Sandrine R, Stachl, Clemens, Wang, Rui, Wang, Weichen, Bühner, Markus, Rentfrow, Peter J, Campbell, Andrew T, Gosling, Samuel D
Published in Journal of personality and social psychology (01.07.2020)
Published in Journal of personality and social psychology (01.07.2020)
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Future-generation personality prediction from digital footprints
Stachl, Clemens, Markov, Konstantin, Yun, Joseph T., Schuller, Björn W.
Published in Future generation computer systems (01.11.2022)
Published in Future generation computer systems (01.11.2022)
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To Challenge the Morning Lark and the Night Owl: Using Smartphone Sensing Data to Investigate Day–Night Behaviour Patterns
Schoedel, Ramona, Pargent, Florian, Au, Quay, Völkel, Sarah Theres, Schuwerk, Tobias, Bühner, Markus, Stachl, Clemens
Published in European journal of personality (01.09.2020)
Published in European journal of personality (01.09.2020)
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Personality Traits Predict Smartphone Usage
Stachl, Clemens, Hilbert, Sven, Au, Jiew‐Quay, Buschek, Daniel, De Luca, Alexander, Bischl, Bernd, Hussmann, Heinrich, Bühner, Markus, Wrzus, Cornelia
Published in European journal of personality (01.11.2017)
Published in European journal of personality (01.11.2017)
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Journal Article
Machine learning for the educational sciences
Hilbert, Sven, Coors, Stefan, Kraus, Elisabeth, Bischl, Bernd, Lindl, Alfred, Frei, Mario, Wild, Johannes, Krauss, Stefan, Goretzko, David, Stachl, Clemens
Published in Review of education (Oxford) (01.10.2021)
Published in Review of education (Oxford) (01.10.2021)
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Personality Sensing for Theory Development and Assessment in the Digital Age
Harari, Gabriella M., Vaid, Sumer S., Müller, Sandrine R., Stachl, Clemens, Marrero, Zachariah, Schoedel, Ramona, Bühner, Markus, Gosling, Samuel D.
Published in European journal of personality (01.09.2020)
Published in European journal of personality (01.09.2020)
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Psychological well-being in Europe after the outbreak of war in Ukraine
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, Luís A. M., Chauvin, Bruno, Coetzee, Nicoleen, Dorfman, Anna, dos Santos, Monika, El-Haddad, Rita W., Fajkowska, Malgorzata, Göncü-Köse, Asli, Gnisci, Augusto, Hadjisolomou, Stavros, Hale, William W., Katzir, Maayan, Khechuashvili, Lili, Kirchner-Häusler, 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, Tülüce, Torres, Ana, Torres, Claudio V., Van Assche, Jasper, Wei, Liuqing, Yalçın, Aslı, van Zalk, Maarten, Bühner, Markus, Back, Mitja D.
Published in Nature communications (20.02.2024)
Published in Nature communications (20.02.2024)
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Multilabel Classification with R Package mlr
Probst, Philipp, Au, Quay, Casalicchio, Giuseppe, Stachl, Clemens, Bischl, Bernd
Published in The R journal (01.06.2017)
Published in The R journal (01.06.2017)
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