Asma Ghandeharioun
Mixed Effects Random Forests for Personalised Predictions of Clinical Depression Severity
R. Lewis, A. Ghandeharioun, S. Fedor, P. Pedrelli, R.W. Picard, D. Mischoulon, "Mixed Effects Random Forests for Personalised Predictions of Clinical Depression Severity", ICML 2021 Computational Approaches to Mental Health workshop
Feasibility and Acceptability of the Empatica E4 Sensor to Passively Assess Physiological Symptoms of Depression
Meyer, A. K., Fedor, S., Ghandeharioun, A., Mischoulon, D., Picard, R. & Pedrelli, P. (2020). Feasibility and Acceptability of the Empatica E4 Sensor to Passively Assess Physiological Symptoms of Depression. ABCT.
Characterizing Sources of Uncertainty to Proxy Calibration and Disambiguate Annotator and Data Bias
Ghandeharioun, A., Eoff, B., Jou, B., & Picard, R. W. (2019). Characterizing Sources of Uncertainty to Proxy Calibration and Disambiguate Annotator and Data Bias. arXiv preprint arXiv:1909.09285.
Automatic Triage and Analysis of Online Suicide Risk with Document Embeddings and Latent Dirichlet Allocation
Jones, N., Jaques, N., Pataranutaporn, P., Ghandeharioun, A., & Picard, R. (2019, September). Analysis of Online Suicide Risk with Document Embeddings and Latent Dirichlet Allocation. In 2019 8th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW) (pp. 1-5). IEEE.
Location Patterns from Phone Sensors May Help Predict Depressive Symptoms: A Longitudinal Pilot Study
Howe, E., Ghandeharioun, A., Pedrelli, P., Mischoulon, D., Picard, R., Fedor, S. "Location Patterns from Phone Sensors May Help Predict Depressive Symptoms: A Longitudinal Pilot Study," Association for Behavioral and Cognitive Therapies Annual Convention – Tech SIG, San Diego, CA, November 2017.
Kind and grateful: A context-sensitive smartphone app utilizing inspirational content to promote gratitude
Ghandeharioun, A., Azaria, A., Taylor, S., and Picard, R. "Kind and grateful": A context-sensitive smartphone app utilizing inspirational content to promote gratitude," Psychology of well-being, Jul 2016, Vol. 6, Issue 9.
Promoting kindness and gratitude with a smartphone and triggers
Ghandeharioun, A., Azaria, A., Taylor, S., Maes, P., and Picard, R. "Promoting kindness and gratitude with a smartphone and triggers," Annals of Behavioral Medicine, March 2016, Volume 50, Supplement 1.
A simple hierarchical infinite HMM with efficient inference
Ardavan Saeedi, Asma Ghandeharioun, Matt Hoffman
Predicting students' happiness from physiology phone mobility and behavioral data
Jaques, N., Taylor, S., Azaria, A., Ghandeharioun, A., Sano, A., and Picard, R. "Predicting students' happiness from physiology, phone, mobility, and behavioral data" In Proc. Affective Computing and Intelligent Interaction (ACII), Xi'an, China, September 2015.
Studying Personalized Just-in-time Auditory Breathing Guides and Potential Safety Implications during Simulated Driving
Zepf, S., El Haouij, N., Lee, J., Ghandeharioun, A., Hernandez, J., & Picard, R. W. 2020. Studying Personalized Just-in-time Auditory Breathing Guides and Potential Safety Implications during Simulated Driving. In Proceedings of the 28th ACM Conference on User Modeling, Adaptation and Personalization (pp. 275-283).