Sara Taylor
Title
Cited by
Cited by
Year
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
1662015
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
1542015
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
1272018
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
1042017
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
922015
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
782017
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
612017
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
432016
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
402015
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
392015
“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
342016
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
302019
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
302015
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
292019
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
272015
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
262018
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
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
182019
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
122017
QuantifyMe: An open-source automated single-case experimental design platform
S Taylor, A Sano, C Ferguson, A Mohan, RW Picard
Sensors 18 (4), 1097, 2018
112018
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