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Dennis Becker

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Dennis Becker

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    1 - 9 out of 9Page size: 10
    1. 2020
    2. Published

      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, p. 27-33 7 p.

      Research output: Journal contributions › Journal articles › Research › peer-review

    3. 2019
    4. Published

      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. (eds.). Springer, p. 91-112 22 p. (Advances in Intelligent Systems and Computing; vol. 886).

      Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

    5. Published

      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. (eds.). Cham: Springer International Publishing AG, p. 626-629 4 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11053 LNAI).

      Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

    6. 2018
    7. Published

      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 p., e10275.

      Research output: Journal contributions › Journal articles › Research › peer-review

    8. Published

      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, p. 100-104 5 p.

      Research output: Journal contributions › Journal articles › Research › peer-review

    9. Published

      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, p. 57-67 11 p.

      Research output: Journal contributions › Scientific review articles › Research

    10. 2017
    11. Published

      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, p. 1161-1177 17 p. (Proceedings of the 25th European Conference on Information Systems, ECIS 2017).

      Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

    12. 2016
    13. Published

      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 p. (Proceedings of the Americas Conference on Information Systems (AMCIS); vol. 2016).

      Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

    14. Published

      Acceptance of Mobile Mental Health Treatment Applications

      Becker, D., 01.01.2016, In: Procedia Computer Science. 98, p. 220-227 8 p.

      Research output: Journal contributions › Journal articles › Research › peer-review

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