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Michael J. Tumminia
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Identifying behavioral phenotypes of loneliness and social isolation with passive sensing: statistical analysis, data mining and machine learning of smartphone and fitbit data
A Doryab, DK Villalba, P Chikersal, JM Dutcher, M Tumminia, X Liu, ...
JMIR mHealth and uHealth 7 (7), e13209, 2019
1222019
Leveraging Routine Behavior and Contextually-Filtered Features for Depression Detection among College Students
X Xu, P Chikersal, A Doryab, DK Villalba, JM Dutcher, MJ Tumminia, ...
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2019
1012019
Detecting Depression and Predicting its Onset Using Longitudinal Symptoms Captured by Passive Sensing: A Machine Learning Approach With Robust Feature Selection
P Chikersal, A Doryab, M Tumminia, DK Villalba, JM Dutcher, X Liu, ...
ACM Transactions on Computer-Human Interaction (TOCHI) 28 (1), 1-41, 2021
792021
Leveraging Collaborative-Filtering for Personalized Behavior Modeling: A Case Study of Depression Detection among College Students
X Xu, P Chikersal, JM Dutcher, YS Sefidgar, W Seo, MJ Tumminia, ...
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2021
442021
How is mindfulness linked to negative and positive affect? Rumination as an explanatory process in a prospective longitudinal study of adolescents
MJ Tumminia, BA Colaianne, RW Roeser, BM Galla
Journal of youth and adolescence 49 (10), 2136-2148, 2020
352020
Changes in brain connectivity following exposure to bilateral eye movements
JI Fleck, R Olsen, M Tumminia, F DePalma, J Berroa, A Vrabel, S Miller
Brain and cognition 123, 142-153, 2018
162018
Why do non-artists draw the eyes too far up the head? How vertical eye-drawing errors relate to schematic knowledge, pseudoneglect, and context-based perceptual biases.
J Ostrofsky, A Kozbelt, M Tumminia, M Cipriano
Psychology of Aesthetics, Creativity, and the Arts 10 (3), 332, 2016
162016
Lack of belonging predicts depressive symptomatology in college students
JM Dutcher, J Lederman, M Jain, S Price, A Kumar, DK Villalba, ...
Psychological science 33 (7), 1048-1067, 2022
152022
Nightly sleep duration predicts grade point average in the first year of college
JD Creswell, MJ Tumminia, S Price, Y Sefidgar, S Cohen, Y Ren, J Brown, ...
Proceedings of the National Academy of Sciences 120 (8), e2209123120, 2023
112023
A Computational Framework for Modeling Biobehavioral Rhythms from Mobile and Wearable Data Streams
R Yan, X Liu, J Dutcher, M Tumminia, D Villalba, S Cohen, D Creswell, ...
ACM Transactions on Intelligent Systems and Technology (TIST) 13 (3), 1-27, 2022
42022
CoRhythMo: A Computational Framework for Modeling Biobehavioral Rhythms from Mobile and Wearable Data Streams
R Yan, X Liu, JM Dutcher, MJ Tumminia, D Villalba, S Cohen, D Creswell, ...
bioRxiv, 2020.08. 10.244020, 2020
22020
0258 Early Semester Sleep Variability Predicts Depression Among College Students
S Price, P Chikersal, A Doryab, D Villalba, J Dutcher, M Tumminia, ...
Sleep 43, A98, 2020
12020
College Students’ Daily Mind Wandering is Related to Lower Social Well-Being
P Beloborodova, JM Dutcher, DK Villalba, MJ Tumminia, A Doryab, ...
PsyArXiv, 2023
2023
Mindfulness Training in Introductory Physics: Preregistration Plan 5
MJ Tumminia, E Kuo, M Good, A Pelakh, T Benson-Greenwald, ...
OSF, 2023
2023
The role of relatedness: Applying a developmental-relational view of compassion in adolescence
BA Colaianne, P Condon, MJ Tumminia, BM Galla, RW Roeser
Journal of Applied Developmental Psychology 88, 101569, 2023
2023
Adolescents’ Experiences of Distress and Well-being During Intensive Mindfulness Practice: A Mixed-methods Study
MJ Tumminia, SE DeVlieger, S Colvin, T Akiva, BM Galla
Mindfulness 13 (8), 1971-1983, 2022
2022
DEPRESSION TRAJECTORIES AMONG FIRST YEAR COLLEGE STUDENTS
A Yunusova, C Huang, S Price, JM Dutcher, D Villalba, MJ Tumminia, ...
PSYCHOSOMATIC MEDICINE 84 (5), A14-A15, 2022
2022
2021, April. Understanding health and behavioral trends of successful students through machine learning models. In International Conference on Human Interaction and Emerging …
A Kim, F Nikseresht, JM Dutcher, M Tumminia, D Villalba, S Cohen, ...
International Conference on Human Interaction and Emerging Technologies, 2021
2021
The Relationship Between Intelligence Mindset and Test Anxiety as Mediated by Effort Regulation
A Pelakh, ML Good, E Kuo, T Nokes-Malach, MJ Tumminia, ...
Proceedings of the Annual Meeting of the Cognitive Science Society 43 (43), 2021
2021
Understanding health and behavioral trends of successful students through machine learning models
A Kim, F Nikseresht, JM Dutcher, M Tumminia, D Villalba, S Cohen, ...
Human Interaction, Emerging Technologies and Future Applications IV …, 2021
2021
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