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Matthew P. Buman

Arizona State University

59H-index
315Paper Count
2.2WCitation Count
Published Papers 112
Publication Date
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Topological feature guided knowledge distillation for improved wearable sensor data analysis
errNeurocomputing
IF6.5
err2026-03-09
err0
PREAI
errJun Soo Kim; Jae Chan Jeong; Matthew P. Buman; Pavan Turaga; Eun Som Jeon
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errSave
Image Representation-Driven Knowledge Distillation for Improved Time-Series Interpretation on Wearable Sensor Data
errSensors
IF3.5
err2026-03-03
err0
errOAAI
errJae Chan Jeong; Matthew P. Buman; Pavan Turaga; Eun Som Jeon
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errSave
Rethinking participation: design studios for health as a scalable co-design framework for health equity
errFrontiers in Public Health
IF3.4
err2026-01-05
err0
errOAAI
errMaissa Khatib; Rushabh Shah; Ehiremen Azugbene; Matthew Paul Buman
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errSave
Reporting of Accelerometry in Health Research: A Scoping Review of Current Guidance
errScandinavian Journal of Medicine & Science in Sports
IF3.8
err2025-10-15
err0
errOAAI
errGrace O. Dibben; Carlos Santillan; Soren Brage; Matthew Buman; Edward Duncan; Malcolm H. Granat; Melvyn Hillsdon; Anne Martin; Charles E. Matthews; Paul McCrorie; Rod S. Taylor; Tommi Vasankari; Charlie Foster
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LLM-Powered Prediction of Hyperglycemia and Discovery of Behavioral Treatment Pathways from Wearables and Diet
errSensors 2025, Vol. 25, Page 5372
IF3.5
err2025-09-01
err0
errOAAI
errAbdullah Mamun; Asiful Arefeen; Susan B. Racette; Dorothy D. Sears; Corrie M. Whisner; Matthew P. Buman; Hassan Ghasemzadeh
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errSave
Sustained Impacts of Neighborhood Investment on Sleep Health in Black Americans: Results from a Natural Experiment
errSLEEP
IF4.9
err2025-05-19
err0
PREAI
errTroxel, Wendy; Haas, Ann; Ghosh-Dastidar, Bonnie; Rosso, Andrea; Hale, Lauren; Buman, Matthew; Dubowitz, Tamara
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errSave
Contextual Predictors of Sleep Coaching Program Acceptability Among Fire Service Workers
errSLEEP
IF4.9
err2025-05-19
err0
PREAI
errLujan, Matthew; Huang, Siyuan; Miller, Hannah; Epstein, Dana; Buman, Matthew; Taylor, Daniel; Grandner, Michael; Bedrick, Edward; Glickenstein, David; Haynes, Patricia
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errSave
Sustained impacts of neighborhood investments on sleep health over a 5-year period: Insights from a natural experiment in two urban neighborhoods in the United States
errSleep Health
IF3.4
err2025-04-21
err0
errOAAI
errWendy M. Troxel; Ann Haas; Bonnie Ghosh-Dastidar; Andrea L. Rosso; Lauren Hale; Matthew P. Buman; Tamara Dubowitz
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errSave
Role of Mixup in Topological Persistence-Based Knowledge Distillation for Wearable Sensor Data
errIEEE SENSORS JOURNAL
IF4.5
err2025-02-01
err0
errOAAI
errJeon, Eun Som; Choi, Hongjun; Buman, Matthew P.; Turaga, Pavan
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errSave
Robustness of topological persistence in knowledge distillation for wearable sensor data
errEPJ DATA SCIENCE
IF2.5
err2024-12-20
err0
errOAAI
errJeon, Eun Som; Choi, Hongjun; Shukla, Ankita; Wang, Yuan; Buman, Matthew P.; Lee, Hyunglae; Turaga, Pavan
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errSave
Uncertainty-Aware Topological Persistence Guided Knowledge Distillation on Wearable Sensor Data
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2024-09-15
err0
PREAI
errJeon, Eun Som; Buman, Matthew P.; Turaga, Pavan
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errSave
Assessing the Pragmatic Nature of Mobile Health Interventions Promoting Physical Activity: Systematic Review and Meta-analysis
errJMIR MHEALTH AND UHEALTH
IF6.2
err2023-05-04
err7
errOAAI
errStecher, Chad; Pfisterer, Bjorn; Harden, Samantha M.; Epstein, Dana; Hirschmann, Jakob M.; Wunsch, Kathrin; Buman, Matthew P.
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Does frequency or duration of standing breaks drive changes in glycemic response? A randomized crossover trial
errSCANDINAVIAN JOURNAL OF MEDICINE & SCIENCE IN SPORTS
IF3.8
err2023-03-07
err5
errOAAI
errToledo, Meynard John L.; Ainsworth, Barbara E.; Gaesser, Glenn A.; Hooker, Steven P.; Pereira, Mark A.; Buman, Matthew P.
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errSave
Intrinsic Motivation is Associated With Greater Physical Activity and Less Sedentary Behavior During Early Pregnancy
errCIRCULATION
IF38.6
err2023-02-28
err0
PREAI
errBrown, Susan D.; Kiernan, Michaela; Ehrlich, Samantha F.; Hedderson, Monique; Daredia, Saher; Millman, Andrea; Buman, Matthew P.; Bandera, Hillary Serrato; Quesenberry, Charles P.; Ferrara, Assiamira
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Constrained Adaptive Distillation Based on Topological Persistence for Wearable Sensor Data
errIEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF5.9
err2023-01-01
err1
errOAAI
errJeon, Eun Som; Choi, Hongjun; Shukla, Ankita; Wang, Yuan; Buman, Matthew P.; Turaga, Pavan
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errSave
Integration of Time-Based Recommendations with Current Pediatric Health Behavior Guidelines: Implications for Obesity Prevention and Treatment in Youth
errCURRENT OBESITY REPORTS
IF11
err2022-11-08
err1
errOAAI
errVidmar, Alaina P.; Caceres, Nenette A.; Schneider-Worthington, Camille R.; Shirazipour, Celina; Buman, Matthew P.; de la Haye, Kayla; Salvy, Sarah-Jeanne
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errSave
Role of Data Augmentation Strategies in Knowledge Distillation for Wearable Sensor Data
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2022-07-15
err14
errOAAI
errJeon, Eun Som; Som, Anirudh; Shukla, Ankita; Hasanaj, Kristina; Buman, Matthew P.; Turaga, Pavan
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errSave
Qualitative comparative analysis of the implementation fidelity of a workplace sedentary reduction intervention
errBMC PUBLIC HEALTH
IF3.6
err2022-05-31
err3
errOAAI
errLeonard, Krista S.; Mullane, Sarah L.; Golden, Caitlin A.; Rydell, Sarah A.; Mitchell, Nathan R.; Koskan, Alexis; Estabrooks, Paul A.; Pereira, Mark A.; Buman, Matthew P.
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errSave
Sitting less and moving more for improved metabolic and brain health in type 2 diabetes: 'OPTIMISE your health' trial protocol
errBMC PUBLIC HEALTH
IF3.6
err2022-05-10
err6
errOAAI
errBrakenridge, Christian J.; Gardiner, Paul A.; Grigg, Ruth V.; Winkler, Elisabeth A. H.; Fjeldsoe, Brianna S.; Schaumberg, Mia A.; Owen, Neville; Eakin, Elizabeth G.; Biddle, Stuart J. H.; Moodie, Marjory; Daly, Robin M.; Green, Daniel J.; Cohen, Neale; Gray, Len; Comans, Tracy; Buman, Matthew P.; Goode, Ana D.; Nguyen, Phuong; Gao, Lan; Healy, Genevieve N.; Dunstan, David W.
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errSave
Accuracy and Precision of Energy Expenditure, Heart Rate, and Steps Measured by Combined-Sensing Fitbits Against Reference Measures: Systematic Review and Meta-analysis
errJMIR MHEALTH AND UHEALTH
IF6.2
err2022-04-13
err30
errOAAI
errChevance, Guillaume; Golaszewski, Natalie M.; Tipton, Elizabeth; Hekler, Eric B.; Buman, Matthew; Welk, Gregory J.; Patrick, Kevin; Godino, Job G.
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
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James F. Sallis
H-index: 181 · Papers: 1.0K
D
David R. Jacobs
H-index: 180 · Papers: 2.2K
N
Neville Owen
H-index: 149 · Papers: 1.0K
P
Peter T. Katzmarzyk
H-index: 131 · Papers: 977
U
Ulf Ekelund
H-index: 126 · Papers: 735
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