Sara Taylor

According to our database, Sara Taylor authored at least 15 papers between 2015 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

Personalized Multitask Learning for Predicting Tomorrow's Mood, Stress, and Health.

Sara Taylor, Natasha Jaques, Ehimwenma Nosakhare, Akane Sano, Rosalind W. Picard

IEEE Trans. Affect. Comput., 2020

Forecasting stress, mood, and health from daytime physiology in office workers and students.

Terumi Umematsu, Akane Sano, Sara Taylor, Masanori Tsujikawa, Rosalind W. Picard

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Multimodal Ambulatory Sleep Detection Using LSTM Recurrent Neural Networks.

Akane Sano, Weixuan Chen, Daniel Lopez Martinez, Sara Taylor, Rosalind W. Picard

IEEE J. Biomed. Health Informatics, 2019

Improving Students' Daily Life Stress Forecasting using LSTM Neural Networks.

Terumi Umematsu, Akane Sano, Sara Taylor, Rosalind W. Picard

Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

2018

QuantifyMe: An Open-Source Automated Single-Case Experimental Design Platform.

Sara Taylor, Akane Sano, Craig Ferguson, Akshay Mohan, Rosalind W. Picard

Sensors, 2018

Vomit Comet Physiology: Autonomic Changes in Novice Flyers.

Kristina T. Johnson, Sara Taylor, Szymon Fedor, Natasha Jaques, Weixuan Chen, Rosalind W. Picard

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017

QuantifyMe: An Automated Single-Case Experimental Design Platform.

Akane Sano, Sara Taylor, Craig Ferguson, Akshay Mohan, Rosalind W. Picard

Proceedings of the Wireless Mobile Communication and Healthcare, 2017

Predicting Tomorrow's Mood, Health, and Stress Level using Personalized Multitask Learning and Domain Adaptation.

Natasha Jaques, Ognjen (Oggi) Rudovic, Sara Taylor, Akane Sano, Rosalind W. Picard

Proceedings of the 1st IJCAI Workshop on Artificial Intelligence in Affective Computing (AffComp 2017), 2017

Multimodal ambulatory sleep detection.

Weixuan Chen, Akane Sano, Daniel Lopez Martinez, Sara Taylor, Andrew W. McHill, Andrew J. K. Phillips, Laura Barger, Elizabeth B. Klerman, Rosalind W. Picard

Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017

Multimodal autoencoder: A deep learning approach to filling in missing sensor data and enabling better mood prediction.

Natasha Jaques, Sara Taylor, Akane Sano, Rosalind W. Picard

Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction, 2017

2015

Automatic identification of artifacts in electrodermal activity data.

Sara Taylor, Natasha Jaques, Weixuan 'Vincent' Chen, Szymon Fedor, Akane Sano, Rosalind W. Picard

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Prediction of Happy-Sad mood from daily behaviors and previous sleep history.

Akane Sano, Amy Z. Yu, Andrew W. McHill, Andrew J. K. Phillips, Sara Taylor, Natasha Jaques, Elizabeth B. Klerman, Rosalind W. Picard

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Wavelet-based motion artifact removal for electrodermal activity.

Weixuan Chen, Natasha Jaques, Sara Taylor, Akane Sano, Szymon Fedor, Rosalind W. Picard

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Recognizing academic performance, sleep quality, stress level, and mental health using personality traits, wearable sensors and mobile phones.

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

Proceedings of the 12th IEEE International Conference on Wearable and Implantable Body Sensor Networks, 2015

Predicting students' happiness from physiology, phone, mobility, and behavioral data.

Natasha Jaques, Sara Taylor, Asaph Azaria, Asma Ghandeharioun, Akane Sano, Rosalind W. Picard

Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015