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Quay Au
Quay Au
Member of "Computational Statistics" Group, LMU Munich
Geverifieerd e-mailadres voor stat.uni-muenchen.de - Homepage
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Predicting personality from patterns of behavior collected with smartphones
C Stachl, Q Au, R Schoedel, SD Gosling, GM Harari, D Buschek, ...
Proceedings of the National Academy of Sciences 117 (30), 17680-17687, 2020
317*2020
mlr3: A modern object-oriented machine learning framework in R
M Lang, M Binder, J Richter, P Schratz, F Pfisterer, S Coors, Q Au, ...
Journal of Open Source Software 4 (44), 1903, 2019
2532019
Personality traits predict smartphone usage
C Stachl, S Hilbert, JQ Au, D Buschek, A De Luca, B Bischl, H Hussmann, ...
European Journal of Personality 31 (6), 701-722, 2017
1532017
Digital footprints of sensation seeking
R Schoedel, Q Au, ST Völkel, F Lehmann, D Becker, M Bühner, B Bischl, ...
Zeitschrift für Psychologie, 2019
562019
To challenge the morning lark and the night owl: Using smartphone sensing data to investigate day–night behaviour patterns
R Schoedel, F Pargent, Q Au, ST Völkel, T Schuwerk, M Bühner, C Stachl
European Journal of Personality 34 (5), 733-752, 2020
502020
Grouped feature importance and combined features effect plot
Q Au, J Herbinger, C Stachl, B Bischl, G Casalicchio
Data Mining and Knowledge Discovery, 2022
332022
mlr3: A modern object-oriented machine learning framework in RJ Open Source Softw
M Lang, M Binder, J Richter, P Schratz, F Pfisterer, S Coors, Q Au, ...
312019
Multilabel classification with R package mlr
P Probst, Q Au, G Casalicchio, C Stachl, B Bischl
arXiv preprint arXiv:1703.08991, 2017
302017
Enter the wild: Autistic traits and their relationship to mentalizing and social interaction in everyday life
T Schuwerk, LJ Kaltefleiter, JQ Au, A Hoesl, C Stachl
Journal of autism and developmental disorders 49, 4193-4208, 2019
262019
Opportunities and challenges of utilizing personality traits for personalization in HCI
ST Völkel, R Schödel, D Buschek, C Stachl, Q Au, B Bischl, M Bühner, ...
Personalized Human-Computer Interaction 31, 2019
222019
I Drive My Car and My States Drive Me: Visualizing Driver's Emotional and Physical States
ST Völkel, J Graefe, R Schödel, R Häuslschmid, C Stachl, Q Au, ...
Adjunct Proceedings of the 10th International Conference on Automotive User …, 2018
162018
Fxtract: Feature extraction from grouped data
Q Au, C Stachl, R Schoedel, T Ullmann, A Hofheinz
R Package Version 0.9 2, 2019
62019
Behavioral patterns in smartphone usage predict Big Five personality traits. PsyArXiv
C Stachl, Q Au, R Schoedel, D Buschek, S Völkel, T Schuwerk, ...
62019
The phonestudy project
C Stachl, R Schoedel, Q Au, S Völkel, D Buschek, H Hussmann, ...
Open Science Framework, 2018
62018
mlr3: Machine learning in R—Next generation
M Lang, B Bischl, J Richter, P Schratz, G Casalicchio, S Coors, Q Au, ...
52020
Component-wise boosting of targets for multi-output prediction
Q Au, D Schalk, G Casalicchio, R Schoedel, C Stachl, B Bischl
arXiv preprint arXiv:1904.03943, 2019
22019
Challenges in machine learning for predicting psychological attributes from smartphone data
JQ Au
lmu, 2024
2024
11th Consumer Barometer of Renewable Energies
S Gahrens, P Beatrice, R Wüstenhagen, ST Völkel, R Schödel, D Buschek, ...
Sort 40 (60), 80, 2021
2021
“Predicting personality from patterns of behavior collected with smartphones": Correction.
C Stachi, Q Au, R Schoedel, SD Gosling, GM Harari, D Buschek, ...
National Academy of Sciences, 2021
2021
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Artikelen 1–19