Sara Taylor

Publication Activity (10 Years)

Years Active: 2015-2020
Publications (10 Years): 15

Top Topics

Recurrent Neural Networks

Experimental Design

Multitask Learning

Top Venues

Publications

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) (2020)
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)
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) (2019)
Terumi Umematsu, Akane Sano, Sara Taylor, Rosalind W. Picard
Improving Students' Daily Life Stress Forecasting using LSTM Neural Networks. BHI (2019)
Sara Taylor, Akane Sano, Craig Ferguson, Akshay Mohan, Rosalind W. Picard
QuantifyMe: An Open-Source Automated Single-Case Experimental Design Platform. Sensors 18 (4) (2018)
Kristina T. Johnson, Sara Taylor, Szymon Fedor, Natasha Jaques, Weixuan Chen, Rosalind W. Picard
Vomit Comet Physiology: Autonomic Changes in Novice Flyers. EMBC (2018)
Akane Sano, Sara Taylor, Craig Ferguson, Akshay Mohan, Rosalind W. Picard
QuantifyMe: An Automated Single-Case Experimental Design Platform. MobiHealth (2017)
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)
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)
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)
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)
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)
Weixuan Chen, Natasha Jaques, Sara Taylor, Akane Sano, Szymon Fedor, Rosalind W. Picard
Wavelet-based motion artifact removal for electrodermal activity. EMBC (2015)
Sara Taylor, Natasha Jaques, Weixuan 'Vincent' Chen, Szymon Fedor, Akane Sano, Rosalind W. Picard
Automatic identification of artifacts in electrodermal activity data. EMBC (2015)
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)