Weixuan 'Vincent' Chen
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.
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.
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.
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.
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.
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.
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.
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
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)
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."
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
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
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
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.
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.
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.
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