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W. V. van Breda · SciRah

Researcher profile · Semantic Scholar

W. V. van Breda

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W. V. van Breda — researcher profile on SciRah

h-index: 12
Works: 25
Citations: 499

Most-cited papers

Deep Statistical Solver for Distribution System State Estimation
Benjamin Habib, E. Isufi, W. V. van Breda, A. Jongepier +1 more
2023IEEE Transactions on Power Systems74 citations Open access
Semantic Scholar
Supplemental Material for The Kernel of Truth in Text-Based Personality Assessment: A Meta-Analysis of the Relations Between the Big Five and the Linguistic Inquiry and Word Count (LIWC)
Antonis Koutsoumpis, J. Oostrom, D. Holtrop, W. V. van Breda +2 more
2022Psychological bulletin68 citations
Semantic Scholar
Beyond traditional interviews: Psychometric analysis of asynchronous video interviews for personality and interview performance evaluation using machine learning
Antonis Koutsoumpis, Sina Ghassemi, J. Oostrom, D. Holtrop +3 more
2024Computers in Human Behavior56 citations Open access
Semantic Scholar
Validating Automated Sentiment Analysis of Online Cognitive Behavioral Therapy Patient Texts: An Exploratory Study
Simon Provoost, J. Ruwaard, W. V. van Breda, H. Riper +1 more
2019Frontiers in Psychology47 citations Open access
Semantic Scholar
Predicting Therapy Success and Costs for Personalized Treatment Recommendations Using Baseline Characteristics: Data-Driven Analysis
Vincent Bremer, Dennis Becker, S. Kolovos, Burkhardt Funk +3 more
2018Journal of Medical Internet Research36 citations Open access
Semantic Scholar
Predictive modeling in e-mental health: A common language framework
Dennis Becker, W. V. van Breda, Burkhardt Funk, M. Hoogendoorn +2 more
2018Internet Interventions33 citations Open access
Semantic Scholar
Applicant reactions to algorithm‐ versus recruiter‐based evaluations of an asynchronous video interview and a personality inventory
J. Oostrom, D. Holtrop, Antonis Koutsoumpis, W. V. van Breda +2 more
2023Journal of Occupational and Organizational Psychology31 citations Open access
Semantic Scholar
A systematic review on passive sensing for the prediction of suicidal thoughts and behaviors
Rebekka Büscher, Tanita Winkler, Jacopo Mocellin, Stephanie Homan +8 more
2024npj Mental Health Research30 citations Open access
Semantic Scholar
Unsupervised Multimodal Learning for Dependency-Free Personality Recognition
Sina Ghassemi, Tian-Yi Zhang, W. V. van Breda, Antonis Koutsoumpis +3 more
2024IEEE Transactions on Affective Computing28 citations Open access
Semantic Scholar
Exploring and Comparing Machine Learning Approaches for Predicting Mood Over Time
W. V. van Breda, J. Pastor, M. Hoogendoorn, J. Ruwaard +2 more
201620 citations
Semantic Scholar
Predicting therapy success for treatment as usual and blended treatment in the domain of depression
W. V. van Breda, Vincent Bremer, Dennis Becker, M. Hoogendoorn +3 more
2017Internet Interventions16 citations Open access
Semantic Scholar
Use of Machine-Learning Algorithms Based on Text, Audio and Video Data in the Prediction of Anxiety and Post-Traumatic Stress in General and Clinical Populations: A Systematic Review.
M. Ciharova, K. Amarti, W. V. van Breda, Xianhua Peng +8 more
2024Biological Psychiatry15 citations Open access
Semantic Scholar
The Scleroderma Patient-Centered Intervention Network Self-Management Program: Protocol for a Randomized Feasibility Trial
M. Carrier, L. Kwakkenbos, W. Nielson, C. Fedoruk +31 more
2019JMIR Research Protocols12 citations Open access
Semantic Scholar
Exploring the application of a text-to-personality technique in job interviews
D. Holtrop, J. Oostrom, W. V. van Breda, Antonis Koutsoumpis +1 more
2022European Journal of Work and Organizational Psychology9 citations Open access
Semantic Scholar
Assessment of temporal predictive models for health care using a formal method
W. V. van Breda, M. Hoogendoorn, A. Eiben, M. Berking
2017Comput. Biol. Medicine6 citations Open access
Semantic Scholar
Machine-learning detection of stress severity expressed on a continuous scale using acoustic, verbal, visual, and physiological data: lessons learned
M. Ciharova, K. Amarti, W. V. van Breda, Martin J. Gevonden +11 more
2025Frontiers in Psychiatry5 citations Open access
Semantic Scholar
A feature representation learning method for temporal datasets
W. V. van Breda, M. Hoogendoorn, A. Eiben, G. Andersson +3 more
2016IEEE Symposium Series on Computational Intelligence5 citations Open access
Semantic Scholar
Simulation-Based Prediction and Analysis of Collective Emotional States
C. Gerritsen, W. V. van Breda
2015Interacción5 citations Open access
Semantic Scholar
An Agent-Based Aggression De-escalation Training Application for Football Referees
T. Bosse, W. V. van Breda, N. van Dijk, J. Scholte
2017Portuguese Conference on Artificial Intelligence3 citations
Semantic Scholar
An Evaluation Framework for the Comparison of Fine-Grained Predictive Models in Health Care
W. V. van Breda, M. Hoogendoorn, A. Eiben, M. Berking
2015Conference on Artificial Intelligence in Medicine in Europe1 citations
Semantic Scholar
Clinical Effectiveness and Cost-Effectiveness of Blended Treatment for Major Depression Compared With Treatment as Usual Within Routine Care in Europe: A Noninferiority Randomized Controlled Trial
H. Riper, A. Kleiboer, A. Hoogendoorn, J. Bosmans +34 more
2026Interactive Journal of Medical Research0 citations Open access
Semantic Scholar
Predicting faking in interviews with automated text analysis and personality
D. Holtrop, W. V. van Breda, J. Oostrom, R. D. de Vries
20190 citations
Semantic Scholar
GP-HD: Using Genetic Programming to Generate Dynamical Systems Models for Health Care
M. Hoogendoorn, W. V. van Breda, J. Ruwaard
2019International Conference on Wirtschaftsinformatik0 citations Open access
Semantic Scholar
Validating automated sentiment analysis of online cognitive behavioral therapy patient texts An exploratory study
Simon Provoost, J. Ruwaard, W. V. van Breda, H. Riper +1 more
20190 citations
Semantic Scholar
Predicting work performance with new technology: Automatic recognition of Conscientiousness in spoken text versus self-rated Conscientiousness?
D. Holtrop, W. V. van Breda, J. Oostrom, R. D. de Vries
20150 citations
Semantic Scholar

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