Past Member

Weixuan 'Vincent' Chen

Former Research Assistant

Groups

Publication

Multimodal Ambulatory Sleep Detection Using LSTM Recurrent Neural Networks

Sano A, Chen W, Lopez-Martinez D, Taylor S, Picard R. Multimodal Ambulatory Sleep Detection Using LSTM Recurrent Neural Networks. Journal of Biomedical and Health Informatics. 2018.

Publication

Multimodal Ambulatory Sleep Detection Using LSTM Recurrent Neural Networks

Sano A, Chen W, Lopez-Martinez D, Taylor S, Picard RW. Multimodal Ambulatory Sleep Detection Using LSTM Recurrent Neural Networks. IEEE J Biomed Health Inform. 2019 Jul;23(4):1607-1617. doi: 10.1109/JBHI.2018.2867619. Epub 2018 Aug 29. PMID: 30176613; PMCID: PMC6837840.

Publication

Vomit Comet Physiology: Autonomic Changes in Novice Flyers

Johnson, K.T., Taylor, S., Fedor, S., Jaques, N., Chen, W., Picard, R.W. "Vomit Comet Physiology: Autonomic Changes in Novice Flyers." Proceedings of the International Conference of IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, Hawaii, July 2018.

Publication

Mood, Stress and Sleep Sensing with Wearable Sensors and Mobile Phone

Sano,A., Taylor,S., Jaques,N., Chen,W., Lopez-Martinez,D., Nosakhare,E., Rudovic,O., Umematsu,T., and Picard,R., "Mood, Stress and Sleep Sensing with Wearable Sensors and Mobile Phone," The 40th International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), July 2018.

Publication

Stress Measurement from Tongue Color Imaging

Hernandez J., Ferguson C., Sano A., Chen W., Weihui L., Yeung A. and Picard R. "Stress Measurement from Tongue Color Imaging," International Conference on Affective Computing and Intelligent Interaction (ACII), San Antonio, Texas, October 2017.

Publication

GIFGIF+: Collecting emotional animated GIFs with clustered multi-task learning

Chen, Weixuan & Rudovic, Ognjen & Picard, Rosalind. (2017). GIFGIF+: Collecting emotional animated GIFs with clustered multi-task learning. 410-417. 10.1109/ACII.2017.8273647.

Publication

Multimodal Ambulatory Sleep Detection Using Recurrent Neural Networks

Chen, W.*, Sano, A.*, Lopez, D., Taylor, S., McHlll, A. W., Phillips, A. J., Barger, L.K., Czeisler, C. A., Picard, R. W. "Multimodal Ambulatory Sleep Detection Using Recurrent Neural Networks," Sleep 2017 (oral), June 2017.

Publication

Eliminating Physiological Information from Facial Videos

W. Chen and R. Picard, "Eliminating Physiological Information from Facial Videos," in 2017 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017), Washington, DC, DC, USA, 2017 pp. 48-55. doi: 10.1109/FG.2017.15

Publication

Multimodal Ambulatory Sleep Detection

Chen, W.*, Sano, A.*, Lopez, D., Taylor, S., McHill, A. W., Phillips, A. J. K., Barger, L. K., Klerman, E. B., and Picard, R. W., "Multimodal Ambulatory Sleep Detection," In Proc. IEEE International Conference on Biomedical and Health Informatics (BHI), Orlando, Florida, pp. 465-468, 2017. (*equal contribution)

Publication

Predicting Perceived Emotions in Animated GIFs with 3D Convolutional Neural Networks

Chen, Weixuan and Picard, Rosalind W. 2016. "Predicting Perceived Emotions in Animated GIFs with 3D Convolutional Neural Networks."

Publication

BITxBIT: Encouraging Behavior Change with N=2 Experiments

Natasha Jaques, Travis Rich, Karthik Dinakar, Niaja Farve, Weixuan 'Vincent' Chen, Pattie Maes, Rosalind W. Picard, Kevin Slavin

Publication

Improving Sleep-Wake Schedule Using Sleep Behavior Visualization and a Bedtime Alarm

Weixuan 'Vincent' Chen, Misha Sra, Rosalind W. Picard. Proceeding MOBIHEALTH'15 Proceedings of the 5th EAI International Conference on Wireless Mobile Communication and Healthcare. Pages 241-244. London, Great Britain — October 14 - 16, 2015 ICST (Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering) ICST, Brussels, Belgium, Belgium

Publication

SmileTracker: Automatically and unobtrusively recording smiles and their context

Natasha Jaques, Weixuan 'Vincent' Chen, and Rosalind W. Picard. 2015. SmileTracker: Automatically and Unobtrusively Recording Smiles and their Context. In Proceedings of the 33rd Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA '15). Association for Computing Machinery, New York, NY, USA, 1953–1958. https://doi.org/10.1145/2702613.2732708

Publication

Automatic Identification of Artifacts in Electrodermal Activity Data

Taylor, S., Jaques, N., Chen, W., Fedor, S., Sano, A., and Picard, R. "Automatic Identification of Artifacts in Electrodermal Activity Data" In Proc. International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Milan, Italy, August 2015.

Publication

Wavelet-Based Motion Artifact Removal for Electrodermal Activity

Chen, W., Jaques, N., Taylor, S., Sano, A., Fedor, S., and Picard, R. "Wavelet-Based Motion Artifact Removal for Electrodermal Activity" In Proc. International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Milan, Italy, August 2015.

Publication

Automatic identification of artifacts in electrodermal activity data

Taylor S, Jaques N, Chen W, Fedor S, Sano A, Picard R. Automatic identification of artifacts in electrodermal activity data. Annu Int Conf IEEE Eng Med Biol Soc. 2015;2015:1934-7. doi: 10.1109/EMBC.2015.7318762. PMID: 26736662; PMCID: PMC5413200.

Publication

Mixed-Initiative Real-Time Topic Modeling & Visualization for Crisis Counseling

Karthik Dinakar, Jackie Chen, Henry Lieberman, Rosalind Picard, and Robert Filbin. 2015. Mixed-Initiative Real-Time Topic Modeling & Visualization for Crisis Counseling. In Proceedings of the 20th International Conference on Intelligent User Interfaces (IUI '15). Association for Computing Machinery, New York, NY, USA, 417–426. https://doi.org/10.1145/2678025.2701395