Search Results for author: Aaron Striegel

Found 4 papers, 0 papers with code

Designing an Interactive Visualization System for Monitoring Participant Compliance in a Large-Scale, Longitudinal Study

no code implementations22 Dec 2020 Poorna Talkad Sukumar, Thomas Breideband, Gonzalo Martinez, Megan Caruso, Sierra Rose, Cooper Steputis, Sidney D'Mello, Gloria Mark, Aaron Striegel

Frequent monitoring of participant compliance is necessary when conducting large-scale, longitudinal studies to ensure that the collected data is of sufficiently high quality.

Human-Computer Interaction

Jointly Predicting Job Performance, Personality, Cognitive Ability, Affect, and Well-Being

no code implementations10 Jun 2020 Pablo Robles-Granda, Suwen Lin, Xian Wu, Sidney D'Mello, Gonzalo J. Martinez, Koustuv Saha, Kari Nies, Gloria Mark, Andrew T. Campbell, Munmun De Choudhury, Anind D. Dey, Julie Gregg, Ted Grover, Stephen M. Mattingly, Shayan Mirjafari, Edward Moskal, Aaron Striegel, Nitesh V. Chawla

In this paper, we create a benchmark for predictive analysis of individuals from a perspective that integrates: physical and physiological behavior, psychological states and traits, and job performance.

Heterogeneous network approach to predict individuals' mental health

no code implementations11 Jun 2019 Shikang Liu, Fatemeh Vahedian, David Hachen, Omar Lizardo, Christian Poellabauer, Aaron Striegel, Tijana Milenkovic

To identify individuals who are vulnerable to depression and anxiety, predictive models have been built that typically utilize data from one source.

Node Classification Recommendation Systems +1

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