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 | 327 | 2015 |
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), e210, 2018 | 317 | 2018 |
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 | 288 | 2017 |
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 | 272 | 2015 |
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 | 170 | 2015 |
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 | 163 | 2017 |
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 | 104 | 2017 |
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 | 99 | 2019 |
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 | 88 | 2019 |
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 | 85 | 2015 |
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 34, 2016 | 81 | 2016 |
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 | 75 | 2018 |
“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, 1-21, 2016 | 69 | 2016 |
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 | 66 | 2015 |
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 | 61 | 2015 |
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 | 55 | 2021 |
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 | 39 | 2015 |
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 | 38 | 2019 |
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 | 26 | 2017 |
Forecasting stress, mood, and health from daytime physiology in office workers and students T Umematsu, A Sano, S Taylor, M Tsujikawa, RW Picard 2020 42nd annual international conference of the IEEE Engineering in …, 2020 | 20 | 2020 |