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Karel Mundnich
Karel Mundnich
Applied Scientist, Amazon
Verified email at amazon.com - Homepage
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Cited by
Year
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 (354), 2020
672020
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
362019
The life cycle of a radiosonde
F Flores, R Rondanelli, M DíAZ, R Querel, K Mundnich, LA Herrera, ...
Bulletin of the American Meteorological Society 94 (2), 187-198, 2013
282013
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
182018
Bluetooth based indoor localization using triplet embeddings
K Mundnich, B Girault, S Narayanan
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
92019
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
92018
Temporal dynamics of workplace acoustic scenes: Egocentric analysis and prediction
A Jati, A Nadarajan, R Peri, K Mundnich, T Feng, B Girault, S Narayanan
IEEE/ACM Transactions on Audio, Speech, and Language Processing 29, 756-769, 2021
72021
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
62022
Audiovisual highlight detection in videos
K Mundnich, A Fenster, A Khare, S Sundaram
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
52021
Generating labels for regression of subjective constructs using triplet embeddings
K Mundnich, BM Booth, B Girault, S Narayanan
Pattern Recognition Letters 128, 385--392, 2019
42019
Characterizing dynamically varying acoustic scenes from egocentric audio recordings in workplace setting
A Jati, A Nadarajan, K Mundnich, S Narayanan
arXiv preprint arXiv:1911.03843, 2019
42019
Group-specific models of healthcare workers’ well-being using iterative participant clustering
V Ravuri, P Paromita, K Mundnich, A Nadarajan, BM Booth, ...
2020 Second International Conference on Transdisciplinary AI (TransAI), 115-118, 2020
32020
The Role of Annotation Fusion Methods in the Study of Human-reported Emotion Experience during Music Listening
T Greer, K Mundnich, M Sachs, S Narayanan
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
32020
Bringing in the outliers: A sparse subspace clustering approach to learn a dictionary of mouse ultrasonic vocalizations
J Wang, K Mundnich, AT Knoll, P Levitt, S Narayanan
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
22020
Early online detection of high volatility clusters using Particle Filters
K Mundnich, ME Orchard
Expert Systems with Applications 54, 228-240, 2016
22016
Volatility estimation of financial returns using risk-sensitive particle filters
K Mundnich, ME Orchard, JF Silva, P Parada
Studies in Informatics and Control 22 (3), 297-306, 2013
22013
Investigating Group-Specific Models of Hospital Workers’ Well-Being: Implications for Algorithmic Bias
V Ravuri, P Paromita, K Mundnich, A Nadarajan, BM Booth, ...
International Journal of Semantic Computing 14 (04), 477-499, 2020
12020
Dynamical systems modeling of day-to-day signal-based patterns of emotional self-regulation and stress spillover in highly-demanding health professions
G Hadjiantonis, P Paromita, K Mundnich, A Nadarajan, BM Booth, ...
2020 42nd Annual International Conference of the IEEE Engineering in …, 2020
12020
Comparison of heart rate measurement between the fitbit charge 2 and omsignal smart garments: A free-living study
M Wildman, R Eulogio, R Singh, E Ramirez, L Foschini, A Nadarajan, ...
Annals of Behavioral Medicine 53, S81-S81, 2019
12019
Exploiting Intra-Annotator Rating Consistency Through Copeland's Method for Estimation of Ground Truth Labels in Couples' Therapy.
K Mundnich, M Nasir, PG Georgiou, SS Narayanan
INTERSPEECH, 3167-3171, 2017
12017
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Articles 1–20