Sotabase

Career

· Professor in Data and Information Systems, University of Illinois Urbana-Champaign (UIUC)2023–

Publications (25)

The Tesserae Project: Large-Scale, Longitudinal, In Situ, Multimodal Sensing of Information Workers
CHI Extended Abstracts · 2019
104
cited
The effects of seasons and weather on sleep patterns measured through longitudinal multimodal sensing
npj Digital Medicine · 2021
94
cited
Differentiating Higher and Lower Job Performers in the Workplace Using Mobile Sensing
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · 2019
89
cited
A Multisensor Person-Centered Approach to Understand the Role of Daily Activities in Job Performance with Organizational Personas
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · 2019
47
cited
Person-Centered Predictions of Psychological Constructs with Social Media Contextualized by Multimodal Sensing
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · 2021
45
cited
Alignment Between Heart Rate Variability From Fitness Trackers and Perceived Stress: Perspectives From a Large-Scale In Situ Longitudinal Study of Information Workers
JMIR Human Factors · 2022
34
cited
Social network structure is predictive of health and wellness
PLoS ONE · 2018
30
cited
Imputing Missing Social Media Data Stream in Multisensor Studies of Human Behavior
Affective Computing and Intelligent Interaction · 2019
28
cited
Jointly Predicting Job Performance, Personality, Cognitive Ability, Affect, and Well-Being
IEEE Computational Intelligence Magazine · 2020
24
cited
Improved Sleep Detection Through the Fusion of Phone Agent and Wearable Data Streams
2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops) · 2020
21
cited
Predicting Participant Compliance With Fitness Tracker Wearing and Ecological Momentary Assessment Protocols in Information Workers: Observational Study
JMIR mHealth and uHealth · 2020
18
cited
Representation Learning on Variable Length and Incomplete Wearable-Sensory Time Series
ACM Transactions on Intelligent Systems and Technology · 2020
17
cited
Sampling of Attributed Networks from Hierarchical Generative Models
Knowledge Discovery and Data Mining · 2016
15
cited
A Comparison of Machine Learning Classifiers Applied to Financial Datasets
2010
9
cited
Block Kronecker Product Graph Model
2013
5
cited
Advanced Methods for Connectome-Based Predictive Modeling of Human Intelligence: A Novel Approach Based on Individual Differences in Cortical Topography
2022
2
cited
A NEW IMAGE CLASSIFICATION ALGORITHM BASED ON ADDITIVE GROVES
2011
2
cited
Human Intelligence and the Connectome are Driven by Structural Brain Network Control
bioRxiv · 2023
1
cited
Using Bayesian Network Representations for Effective Sampling from Generative Network Models
arXiv.org · 2015
1
cited
Computer Science Seminar Relational Learning Methods and Complex Networks with Applications to Health Informatics
2020
Sotabase
Pablo Robles-Granda | Researcher Profile | Sotabase | Sotabase