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Gonzalo J. Martínez
Gonzalo J. Martínez
Verified email at nd.edu
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The Tesserae Project: Large-Scale, Longitudinal, In Situ, Multimodal Sensing of Information Workers
SM Mattingly, JM Gregg, P Audia, AE Bayraktaroglu, AT Campbell, ...
Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing …, 2019
702019
The effects of seasons and weather on sleep patterns measured through longitudinal multimodal sensing
SM Mattingly, T Grover, GJ Martinez, T Aledavood, P Robles-Granda, ...
NPJ digital medicine 4 (1), 76, 2021
602021
A multisensor person-centered approach to understand the role of daily activities in job performance with organizational personas
V Das Swain, K Saha, H Rajvanshy, A Sirigiri, JM Gregg, S Lin, ...
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2019
502019
Differentiating higher and lower job performers in the workplace using mobile sensing
S Mirjafari, K Masaba, T Grover, W Wang, P Audia, AT Campbell, ...
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2019
452019
Social media as a passive sensor in longitudinal studies of human behavior and wellbeing
K Saha, AE Bayraktaroglu, AT Campbell, NV Chawla, M De Choudhury, ...
Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing …, 2019
382019
What life events are disclosed on social media, how, when, and by whom?
K Saha, J Seybolt, SM Mattingly, T Aledavood, C Konjeti, GJ Martinez, ...
Proceedings of the 2021 CHI conference on human factors in computing systems …, 2021
312021
Radiohound: A pervasive sensing platform for sub-6 ghz dynamic spectrum monitoring
N Kleber, A Termos, G Martinez, J Merritt, B Hochwald, J Chisum, ...
2017 IEEE international symposium on dynamic spectrum access networks …, 2017
302017
Filling missing values on wearable-sensory time series data
S Lin, X Wu, G Martinez, NV Chawla
Proceedings of the 2020 SIAM International Conference on Data Mining, 46-54, 2020
292020
Jointly predicting job performance, personality, cognitive ability, affect, and well-being
P Robles-Granda, S Lin, X Wu, GJ Martinez, SM Mattingly, E Moskal, ...
IEEE Computational Intelligence Magazine 16 (2), 46-61, 2021
262021
Improved sleep detection through the fusion of phone agent and wearable data streams
GJ Martinez, SM Mattingly, J Young, L Faust, AK Dey, AT Campbell, ...
2020 IEEE International Conference on Pervasive Computing and Communications …, 2020
222020
Imputing Missing Social Media Data Stream in Multisensor Studies of Human Behavior
K Saha, MD Reddy, V Das Swain, JM Gregg, T Grover, S Lin, GJ Martinez, ...
Proceedings of International Conference on Affective Computing and …, 2019
22*2019
Alignment between heart rate variability from fitness trackers and perceived stress: Perspectives from a large-scale in situ longitudinal study of information workers
GJ Martinez, T Grover, SM Mattingly, G Mark, S D’Mello, T Aledavood, ...
JMIR human factors 9 (3), e33754, 2022
192022
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
182022
Detecting job promotion in information workers using mobile sensing
S Nepal, S Mirjafari, GJ Martinez, P Audia, A Striegel, AT Campbell
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2020
172020
On the quality of real-world wearable data in a longitudinal study of information workers
GJ Martinez, SM Mattingly, S Mirjafari, SK Nepal, AT Campbell, AK Dey, ...
2020 IEEE International Conference on Pervasive Computing and Communications …, 2020
172020
Person-centered predictions of psychological constructs with social media contextualized by multimodal sensing
K Saha, T Grover, SM Mattingly, VD Swain, P Gupta, GJ Martinez, ...
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2021
152021
Capataz: a framework for distributing algorithms via the World Wide Web
GJ Martınez, L Val
CLEI electronic journal 18 (02), 2, 2015
142015
Predicting participant compliance with fitness tracker wearing and ecological momentary assessment protocols in information workers: Observational study
GJ Martinez, SM Mattingly, P Robles-Granda, K Saha, A Sirigiri, J Young, ...
JMIR mHealth and uHealth 9 (11), e22218, 2021
132021
Characterizing exploratory behaviors on a personal visualization interface using interaction logs
PT Sukumar, GJ Martinez, T Grover, G Mark, SK D’Mello, NV Chawla, ...
EuroVis 2020-Short Papers, 2020
132020
Assessing the impact of commuting on workplace performance using mobile sensing
S Nepal, GJ Martinez, S Mirjafari, S Mattingly, VD Swain, A Striegel, ...
IEEE Pervasive Computing 20 (4), 52-60, 2021
122021
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