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Sara Taylor
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Automatic identification of artifacts in electrodermal activity data
S Taylor, N Jaques, W Chen, S Fedor, A Sano, R Picard
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
2052015
Recognizing academic performance, sleep quality, stress level, and mental health using personality traits, wearable sensors and mobile phones
A Sano, AJ Phillips, ZY Amy, AW McHill, S Taylor, N Jaques, CA Czeisler, ...
2015 IEEE 12th International Conference on Wearable and Implantable Body …, 2015
1992015
Identifying objective physiological markers and modifiable behaviors for self-reported stress and mental health status using wearable sensors and mobile phones: observational study
A Sano, S Taylor, AW McHill, AJK Phillips, LK Barger, E Klerman, ...
Journal of medical Internet research 20 (6), e9410, 2018
1762018
Personalized multitask learning for predicting tomorrow's mood, stress, and health
S Taylor, N Jaques, E Nosakhare, A Sano, R Picard
IEEE Transactions on Affective Computing 11 (2), 200-213, 2017
1362017
Predicting students' happiness from physiology, phone, mobility, and behavioral data
N Jaques, S Taylor, A Azaria, A Ghandeharioun, A Sano, R Picard
2015 International Conference on Affective Computing and Intelligent …, 2015
1242015
Multimodal autoencoder: A deep learning approach to filling in missing sensor data and enabling better mood prediction
N Jaques, S Taylor, A Sano, R Picard
2017 Seventh International Conference on Affective Computing and Intelligent …, 2017
1062017
Predicting tomorrow’s mood, health, and stress level using personalized multitask learning and domain adaptation
N Jaques, OO Rudovic, S Taylor, A Sano, R Picard
IJCAI 2017 Workshop on Artificial Intelligence in Affective Computing, 17-33, 2017
712017
Multi-task learning for predicting health, stress, and happiness
N Jaques, S Taylor, E Nosakhare, A Sano, R Picard
NIPS Workshop on Machine Learning for Healthcare, 2016
532016
Multi-task, multi-kernel learning for estimating individual wellbeing
N Jaques, S Taylor, A Sano, R Picard
Proc. NIPS Workshop on Multimodal Machine Learning, Montreal, Quebec 898, 3, 2015
492015
Prediction of happy-sad mood from daily behaviors and previous sleep history
A Sano, ZY Amy, AW McHill, AJK Phillips, S Taylor, N Jaques, ...
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
492015
Improving students' daily life stress forecasting using LSTM neural networks
T Umematsu, A Sano, S Taylor, RW Picard
2019 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2019
472019
Stress measurement using speech: Recent advancements, validation issues, and ethical and privacy considerations
GM Slavich, S Taylor, RW Picard
Stress 22 (4), 408-413, 2019
442019
“Kind and Grateful”: A context-sensitive smartphone app utilizing inspirational content to promote gratitude
A Ghandeharioun, A Azaria, S Taylor, RW Picard
Psychology of well-being 6 (1), 1-21, 2016
422016
Wavelet-based motion artifact removal for electrodermal activity
W Chen, N Jaques, S Taylor, A Sano, S Fedor, RW Picard
2015 37th Annual International Conference of the IEEE Engineering in …, 2015
412015
Multimodal ambulatory sleep detection using LSTM recurrent neural networks
A Sano, W Chen, D Lopez-Martinez, S Taylor, RW Picard
IEEE journal of biomedical and health informatics 23 (4), 1607-1617, 2018
402018
Active learning for electrodermal activity classification
V Xia, N Jaques, S Taylor, S Fedor, R Picard
2015 ieee signal processing in medicine and biology symposium (spmb), 1-6, 2015
332015
Use of in-game rewards to motivate daily self-report compliance: Randomized controlled trial
S Taylor, C Ferguson, F Peng, M Schoeneich, RW Picard
Journal of medical Internet research 21 (1), e11683, 2019
232019
Association of intensive vs standard blood pressure control with magnetic resonance imaging biomarkers of alzheimer disease: secondary analysis of the SPRINT MIND randomized trial
IM Nasrallah, SA Gaussoin, R Pomponio, S Dolui, G Erus, CB Wright, ...
JAMA neurology 78 (5), 568-577, 2021
212021
Multimodal ambulatory sleep detection
W Chen, A Sano, DL Martinez, S Taylor, AW McHill, AJK Phillips, L Barger, ...
2017 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2017
202017
0182 Influence of weekly sleep regularity on self-reported wellbeing
A Sano, AJ Phillips, AW McHill, S Taylor, LK Barger, CA Czeisler, ...
Journal of Sleep and Sleep Disorders Research 40 (suppl_1), A67-A68, 2017
142017
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Articles 1–20