TILES-2018, a longitudinal physiologic and behavioral data set of hospital workers K Mundnich, BM Booth, M l’Hommedieu, T Feng, B Girault, ... Scientific Data 7 (1), 354, 2020 | 85 | 2020 |
Bias and fairness in multimodal machine learning: A case study of automated video interviews BM Booth, L Hickman, SK Subburaj, L Tay, SE Woo, SK D'Mello Proceedings of the 2021 international conference on multimodal interaction …, 2021 | 75 | 2021 |
A conceptual framework for investigating and mitigating machine-learning measurement bias (MLMB) in psychological assessment L Tay, SE Woo, L Hickman, BM Booth, S D’Mello Advances in Methods and Practices in Psychological Science 5 (1 …, 2022 | 62 | 2022 |
Toward active and unobtrusive engagement assessment of distance learners BM Booth, AM Ali, SS Narayanan, I Bennett, AA Farag 2017 Seventh International Conference on Affective Computing and Intelligent …, 2017 | 48 | 2017 |
A multimodal analysis of physical activity, sleep, and work shift in nurses with wearable sensor data T Feng, BM Booth, B Baldwin-Rodríguez, F Osorno, S Narayanan Scientific reports 11 (1), 8693, 2021 | 47 | 2021 |
Multimodal human and environmental sensing for longitudinal behavioral studies in naturalistic settings: Framework for sensor selection, deployment, and management BM Booth, K Mundnich, T Feng, A Nadarajan, TH Falk, JL Villatte, ... Journal of medical Internet research 21 (8), e12832, 2019 | 44 | 2019 |
Tiles audio recorder: an unobtrusive wearable solution to track audio activity T Feng, A Nadarajan, C Vaz, B Booth, S Narayanan Proceedings of the 4th ACM Workshop on Wearable Systems and Applications, 33-38, 2018 | 41 | 2018 |
Three-dimensional spatial-awareness vision system KI Williams, BM Booth, CM Cianci, AJ Denney, SP Hsu, A Kaehler, ... US Patent App. 14/866,188, 2017 | 34 | 2017 |
Online affect tracking with multimodal kalman filters K Somandepalli, R Gupta, M Nasir, BM Booth, S Lee, SS Narayanan Proceedings of the 6th International Workshop on Audio/Visual Emotion …, 2016 | 30 | 2016 |
Toward robust stress prediction in the age of wearables: Modeling perceived stress in a longitudinal study with information workers BM Booth, H Vrzakova, SM Mattingly, GJ Martinez, L Faust, SK D’Mello IEEE Transactions on Affective Computing 13 (4), 2201-2217, 2022 | 28 | 2022 |
Integrating Psychometrics and Computing Perspectives on Bias and Fairness in Affective Computing: A case study of automated video interviews BM Booth, L Hickman, SK Subburaj, L Tay, SE Woo, SK D’Mello IEEE Signal Processing Magazine 38 (6), 84-95, 2021 | 25 | 2021 |
A novel method for human bias correction of continuous-time annotations BM Booth, K Mundnich, SS Narayanan 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018 | 22 | 2018 |
Toward argument‐based fairness with an application to AI‐enhanced educational assessments AC Huggins‐Manley, BM Booth, SK D'Mello Journal of Educational Measurement 59 (3), 362-388, 2022 | 20 | 2022 |
An evaluation of EEG-based metrics for engagement assessment of distance learners BM Booth, TJ Seamans, SS Narayanan 2018 40th Annual International Conference of the IEEE Engineering in …, 2018 | 17 | 2018 |
TILES-2019: A longitudinal physiologic and behavioral data set of medical residents in an intensive care unit JC Yau, B Girault, T Feng, K Mundnich, A Nadarajan, BM Booth, E Ferrara, ... Scientific Data 9 (1), 536, 2022 | 13 | 2022 |
Toward robust interpretable human movement pattern analysis in a workplace setting BM Booth, T Feng, A Jangalwa, SS Narayanan ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 13 | 2019 |
Fifty shades of green: Towards a robust measure of inter-annotator agreement for continuous signals BM Booth, SS Narayanan Proceedings of the 2020 International Conference on Multimodal Interaction …, 2020 | 12 | 2020 |
Fusing annotations with majority vote triplet embeddings BM Booth, K Mundnich, S Narayanan Proceedings of the 2018 on Audio/Visual Emotion Challenge and Workshop, 83-89, 2018 | 11 | 2018 |
Affect detection from wearables in the “real” wild: Fact, fantasy, or somewhere in between? SK D’Mello, BM Booth IEEE Intelligent Systems 38 (1), 76-84, 2023 | 10 | 2023 |
Modeling behavior as mutual dependency between physiological signals and indoor location in large-scale wearable sensor study T Feng, BM Booth, SS Narayanan ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 7 | 2020 |