Dataset size versus homogeneity: A machine learning study on pooling intervention data in e-mental health dropout predictions
K Zantvoort, N Hentati Isacsson, B Funk… - Digital …, 2024 - journals.sagepub.com
Objective This study proposes a way of increasing dataset sizes for machine learning tasks
in Internet-based Cognitive Behavioral Therapy through pooling interventions. To this end, it …
in Internet-based Cognitive Behavioral Therapy through pooling interventions. To this end, it …
Predicting recurrent chat contact in a psychological intervention for the youth using natural language processing
S Hornstein, J Scharfenberger, U Lueken… - NPJ Digital …, 2024 - nature.com
Chat-based counseling hotlines emerged as a promising low-threshold intervention for
youth mental health. However, despite the resulting availability of large text corpora, little …
youth mental health. However, despite the resulting availability of large text corpora, little …
Sentiment Analysis of Google Classroom Application Using Machine Learning Techniques
KT Shandana, A Aminuddin, EH Saputra… - 2023 International …, 2023 - ieeexplore.ieee.org
This research analyzes the social sentiment of the academic community towards the digital
education platform Google Classroom. Artificial intelligence algorithms such as Naïve …
education platform Google Classroom. Artificial intelligence algorithms such as Naïve …
Predicting recurrent chat contact in a Low-Threshold Psychological Intervention for children and young Adults: a natural language Processing approach
S Hornstein, J Scharfenberger, U Lueken, R Wundrack… - 2023 - researchsquare.com
Chat-based counseling hotlines emerged as a promising low-threshold intervention for
youth mental health. However, despite the resulting availability of large text corpora, little …
youth mental health. However, despite the resulting availability of large text corpora, little …
A Machine Learning Based Momentum Prediction Model for Tennis Matches
S Bo, L Diao, X Liu, J Liu, P Wu - 2024 IEEE 14th International …, 2024 - ieeexplore.ieee.org
In tennis," Momentum" is an important research field. Through the establishment of an
evaluation index system and the use of logistic regression to analyze the significance of the …
evaluation index system and the use of logistic regression to analyze the significance of the …
[PDF][PDF] Text Classification of German Mental Healthcare Data: A Hands-on Tutorial on Natural Language Processing Techniques.
S Hornstein, K Hilbert, D Ferizaj, K Zantvoort, U Lueken… - 2024 - osf.io
Abstract Natural Language Processing (NLP) is a promising approach for the extraction of
meaningful information from text data in clinical psychology. While ample resources cover …
meaningful information from text data in clinical psychology. While ample resources cover …