Research Methodology

Journal Publication

Timmons, A. C., Chaspari, T., Han, S. C., Perrone, L., Narayanan, S. S., & Margolin, G. (in press). Using Multimodal Wearable Technology to Detect Conflict among Couples. Online Supplemental Materials.



Chaspari, T., Tsiartas, A., Stein, L., Cermak, S. Narayanan, S. (March 2015). Sparse representation of electrodermal activity with knowledge-driven dictionaries. IEEE Transactions on Biomedical Engineering, 62, 960-971. Download PDF.



Conference Publications

Chaspari, T., Han, S. C., Bone, D., Timmons, A. C., Perrone, L., Margolin, G., & Narayanan, S.S. (March 2016). Dynamical systems modeling of acoustic and physiological arousal in young couples. Paper presented at Association for the Advancement of Artificial Intelligence special topic meeting of Wellbeing Computing: Artificial Intelligence Meets Health and Happiness Science. Download PDF.



Chaspari, T., Timmons, A. C., Perrone, L., Baucom, K. J. W., Georgiou, P., Baucom, B., Margolin, G., & Narayanan, S. S. (January 2016). Quantifying physiological synchrony in romantic relationships with joint sparse representation. Paper presented at the Computational Mental Health Workshop at the meeting of the Society for Personality and Social Psychology, San Diego, CA.



Chaspari, T., Baucom, B., Timmons, A. C., Tsiartas, A., Del Piero, L., Baucom, K. W., Georgiou, P., Margolin, G., & Narayanan, S. (April 2015). Quantifying EDA synchrony through joint sparse representation: A case study of couples’ interactions. Paper presented at the International Conference on Acoustics, Speech, and Signal Processing, Brisbane, Australia. Download PDF.



Poster Presentation

Timmons, A. C., Feng, T., Chaspari, T., Narayanan, S., & Margolin, G. (March 2015). An evaluation of novel methodologies for capturing couple dynamics in the home environment. Poster presented at the International Conference of Psychological Science in Amsterdam, Netherlands. Download PDF.