TILES-2018, a longitudinal physiologic and behavioral data set of hospital workers

no code implementations • 18 Mar 2020 • Karel Mundnich, Brandon M. Booth, Michelle L'Hommedieu, Tiantian Feng, Benjamin Girault, Justin L'Hommedieu, Mackenzie Wildman, Sophia Skaaden, Amrutha Nadarajan, Jennifer L. Villatte, Tiago H. Falk, Kristina Lerman, Emilio Ferrara, Shrikanth Narayanan

We designed the study to investigate the use of off-the-shelf wearable and environmental sensors to understand individual-specific constructs such as job performance, interpersonal interaction, and well-being of hospital workers over time in their natural day-to-day job settings.

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Generating Labels for Regression of Subjective Constructs using Triplet Embeddings

no code implementations • 2 Apr 2019 • Karel Mundnich, Brandon M. Booth, Benjamin Girault, Shrikanth Narayanan

In this work, we propose a novel annotation approach using triplet embeddings.

regression