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ORCIDSara Taylor
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2020 – today
- 2020
[j3]Sara Taylor
, Natasha Jaques, Ehimwenma Nosakhare, Akane Sano, Rosalind W. Picard:
Personalized Multitask Learning for Predicting Tomorrow's Mood, Stress, and Health. IEEE Trans. Affect. Comput. 11(2): 200-213 (2020)- [c12]Terumi Umematsu, Akane Sano, Sara Taylor, Masanori Tsujikawa, Rosalind W. Picard:
Forecasting stress, mood, and health from daytime physiology in office workers and students. EMBC 2020: 5953-5957
2010 – 2019
- 2019
- [j2]Akane Sano, Weixuan Chen, Daniel Lopez Martinez, Sara Taylor, Rosalind W. Picard:
Multimodal Ambulatory Sleep Detection Using LSTM Recurrent Neural Networks. IEEE J. Biomed. Health Informatics 23(4): 1607-1617 (2019) - [c11]Terumi Umematsu, Akane Sano, Sara Taylor, Rosalind W. Picard:
Improving Students' Daily Life Stress Forecasting using LSTM Neural Networks. BHI 2019: 1-4 - 2018
- [j1]Sara Taylor, Akane Sano, Craig Ferguson, Akshay Mohan, Rosalind W. Picard:
QuantifyMe: An Open-Source Automated Single-Case Experimental Design Platform. Sensors 18(4): 1097 (2018) - [c10]Kristina T. Johnson, Sara Taylor, Szymon Fedor, Natasha Jaques, Weixuan Chen, Rosalind W. Picard:
Vomit Comet Physiology: Autonomic Changes in Novice Flyers. EMBC 2018: 1172-1176 - 2017
- [c9]Natasha Jaques, Sara Taylor, Akane Sano, Rosalind W. Picard:
Multimodal autoencoder: A deep learning approach to filling in missing sensor data and enabling better mood prediction. ACII 2017: 202-208 - [c8]Weixuan Chen, Akane Sano, Daniel Lopez Martinez, Sara Taylor, Andrew W. McHill, Andrew J. K. Phillips, Laura Barger, Elizabeth B. Klerman, Rosalind W. Picard:
Multimodal ambulatory sleep detection. BHI 2017: 465-468 - [c7]Natasha Jaques, Ognjen (Oggi) Rudovic, Sara Taylor, Akane Sano, Rosalind W. Picard:
Predicting Tomorrow's Mood, Health, and Stress Level using Personalized Multitask Learning and Domain Adaptation. AffComp@IJCAI 2017: 17-33 - [c6]Akane Sano, Sara Taylor, Craig Ferguson, Akshay Mohan, Rosalind W. Picard:
QuantifyMe: An Automated Single-Case Experimental Design Platform. MobiHealth 2017: 199-206 - 2015
- [c5]Natasha Jaques, Sara Taylor, Asaph Azaria, Asma Ghandeharioun, Akane Sano, Rosalind W. Picard:
Predicting students' happiness from physiology, phone, mobility, and behavioral data. ACII 2015: 222-228 - [c4]Akane Sano, Andrew J. K. Phillips, Amy Z. Yu, Andrew W. McHill, Sara Taylor, Natasha Jaques, Charles A. Czeisler, Elizabeth B. Klerman, Rosalind W. Picard:
Recognizing academic performance, sleep quality, stress level, and mental health using personality traits, wearable sensors and mobile phones. BSN 2015: 1-6 - [c3]Sara Taylor, Natasha Jaques, Weixuan 'Vincent' Chen, Szymon Fedor, Akane Sano, Rosalind W. Picard:
Automatic identification of artifacts in electrodermal activity data. EMBC 2015: 1934-1937 - [c2]Weixuan Chen, Natasha Jaques, Sara Taylor, Akane Sano, Szymon Fedor, Rosalind W. Picard:
Wavelet-based motion artifact removal for electrodermal activity. EMBC 2015: 6223-6226 - [c1]Akane Sano, Amy Z. Yu, Andrew W. McHill, Andrew J. K. Phillips, Sara Taylor, Natasha Jaques, Elizabeth B. Klerman, Rosalind W. Picard:
Prediction of Happy-Sad mood from daily behaviors and previous sleep history. EMBC 2015: 6796-6799
Coauthor Index
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