Dennis Becker
Kontakt
Dennis Becker
- Wirtschaftsinformatik
Fachgebiete
- 2020
- Erschienen
Evaluation of a temporal causal model for predicting the mood of clients in an online therapy
Becker, D., Bremer, V., Funk, B., Hoogendoorn, M., Rocha, A. & Riper, H., 11.02.2020, in: BMJ mental health. 23, 1, S. 27-33 7 S.Publikation: Beiträge in Zeitschriften › Zeitschriftenaufsätze › Forschung › begutachtet
- 2019
- Erschienen
Possibilities to improve online mental health treatment: Recommendations for future research and developments
Becker, D., 01.01.2019, Advances in Information and Communication Networks: Proceedings of the 2018 Future of Information and Communication Conference FICC, Vol. 1. Arai, K., Kapoor, S. & Bhatia, R. (Hrsg.). Springer Verlag, S. 91-112 22 S. (Advances in Intelligent Systems and Computing; Band 886).Publikation: Beiträge in Sammelwerken › Aufsätze in Konferenzbänden › Forschung › begutachtet
- Erschienen
A two-step approach for the prediction of mood levels based on diary data
Bremer, V., Becker, D., Genz, T., Funk, B. & Lehr, D., 2019, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2018, Proceedings: European Conference, ECML PKDD 2018, Dublin, Ireland. Brefeld, U., Curry, E., Daly, E., MacNamee, B., Marascu, A., Pinelli, F., Berlingerio, M. & Hurley, N. (Hrsg.). Cham: Springer International Publishing, S. 626-629 4 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 11053 LNAI).Publikation: Beiträge in Sammelwerken › Aufsätze in Konferenzbänden › Forschung › begutachtet
- 2018
- Erschienen
Predicting Therapy Success and Costs for Personalized Treatment Recommendations Using Baseline Characteristics: Data-Driven Analysis
Bremer, V., Becker, D., Kolovos, S., Funk, B., van Breda, W., Hoogendoorn, M. & Riper, H., 21.08.2018, in: Journal of Medical Internet Research. 20, 8, 11 S., e10275.Publikation: Beiträge in Zeitschriften › Zeitschriftenaufsätze › Forschung › begutachtet
- Erschienen
Predicting Therapy Success For Treatment as Usual and Blended Treatment in the Domain of Depression
van Breda, W. R. J., Bremer, V., Becker, D., Funk, B., Ruwaard, J. & Riper, H., 01.06.2018, in: Internet Interventions. 12, S. 100-104 5 S.Publikation: Beiträge in Zeitschriften › Zeitschriftenaufsätze › Forschung › begutachtet
- Erschienen
Predictive modeling in e-mental health: A common language framework
Becker, D., van Breda, W., Funk, B., Hoogendoorn, M., Ruwaard, J. & Riper, H., 01.06.2018, in: Internet Interventions. 12, Juni 2018, S. 57-67 11 S.Publikation: Beiträge in Zeitschriften › Übersichtsarbeiten › Forschung
- 2017
- Erschienen
Predicting the Individual Mood Level based on Diary Data
Bremer, V., Becker, D., Funk, B. & Lehr, D., 06.2017, Proceedings of the 25th European Conference on Information Systems, ECIS 2017. AIS eLibrary, S. 1161-1177 17 S. (Proceedings of the 25th European Conference on Information Systems, ECIS 2017).Publikation: Beiträge in Sammelwerken › Aufsätze in Konferenzbänden › Forschung › begutachtet
- 2016
- Erschienen
How to Predict Mood? Delving into Features of Smartphone-Based Data
Becker, D., Bremer, V., Funk, B., Asselbergs, J., Riper, H. & Ruwaard, J., 08.2016, Proceedings of the AMCIS 2016. AIS eLibrary, 10 S. (Proceedings of the Americas Conference on Information Systems (AMCIS); Band 2016).Publikation: Beiträge in Sammelwerken › Aufsätze in Konferenzbänden › Forschung › begutachtet
- Erschienen
Acceptance of Mobile Mental Health Treatment Applications
Becker, D., 01.01.2016, in: Procedia Computer Science. 98, S. 220-227 8 S.Publikation: Beiträge in Zeitschriften › Zeitschriftenaufsätze › Forschung › begutachtet