Matthew J. Vowels

Is Infidelity Predictable? Using Explainable Machine Learning to Identify the Most Important Predictors of Infidelity

Laura M. Vowels, Matthew J. Vowels, Kristen P. Mark · The Journal of Sex Research · 2021 · 36 citations · Full text

Engineering, Machine Learning, Social Psychology +19

Using spectral and cross-spectral analysis to identify patterns and synchrony in couples’ sexual desire

Matthew J. Vowels, Kristen P. Mark, Laura M. Vowels et al. · PLoS ONE · 2018 · 33 citations · Full text

Couple Psychology, Social Sciences, Psychology +16

BERT meets LIWC: Exploring State-of-the-Art Language Models for Predicting Communication Behavior in Couples’ Conflict Interactions

Jacopo Biggiogera, George Boateng, Peter Hilpert et al. · 2021 · 29 citations · Full text

Uncovering the Most Important Factors for Predicting Sexual Desire Using Explainable Machine Learning

Laura M. Vowels, Matthew J. Vowels, Kristen P. Mark · The Journal of Sexual Medicine · 2021 · 27 citations · Full text

Identifying the strongest self-report predictors of sexual satisfaction using machine learning

Laura M. Vowels, Matthew J. Vowels, Kristen P. Mark · Journal of Social and Personal Relationships · 2022 · 27 citations · Full text

Quality Of Life, Machine Learning, Psychology +20