Social and Spatial Clustering of People at Humanity's Largest Gathering. - Ian Barnett; Tarun Khanna; Jukka-Pekka Onnela (CoRR, 2016)

Feature-Based Classification of Networks. - Ian Barnett; Nishant Malik; Marieke L. Kuijjer; Peter J. Mucha; Jukka-Pekka Onnela (CoRR, 2016)

Beyond smartphones and sensors: choosing appropriate statistical methods for the analysis of longitudinal data. - Ian Barnett; John B. Torous; Patrick C. Staples; Matcheri S. Keshavan; Jukka-Pekka Onnela (J. Am. Medical Informatics Assoc., 2018)

Characterizing the clinical relevance of digital phenotyping data quality with applications to a cohort with schizophrenia. - John B. Torous; Patrick C. Staples; Ian Barnett; Luis R. Sandoval; Matcheri S. Keshavan; Jukka-Pekka Onnela (npj Digit. Medicine, 2018)

Promise, challenges, and risks of digital data in mental health research and care. - Sharath Chandra Guntuku; Lauren Southwick; Ipsit Vahia; Ian Barnett; Stevie Chancellor (AMIA, 2019)

EndNote: Feature-based classification of networks. - Ian Barnett; Nishant Malik; Marieke L. Kuijjer; Peter J. Mucha; Jukka-Pekka Onnela (Netw. Sci., 2019)

Ideas for how informaticians can get involved with COVID-19 research. - Jason H. Moore; Ian Barnett; Mary Regina Boland; Yong Chen 016; George Demiris; Graciela Gonzalez-Hernandez; Daniel S. Herman; Blanca E. Himes; Rebecca A. Hubbard; Dokyoon Kim; Jeffrey S. Morris; Danielle L. Mowery; et al. (BioData Min., 2020)

Determining sample size and length of follow-up for smartphone-based digital phenotyping studies. - Ian Barnett; John B. Torous; Harrison T. Reeder; Justin Baker; Jukka-Pekka Onnela (J. Am. Medical Informatics Assoc., 2020)

The impact of the COVID-19 pandemic on daily rhythms. - Nguyen Luong; Ian Barnett; Talayeh Aledavood (J. Am. Medical Informatics Assoc., 2023)

Selecting a significance level in sequential testing procedures for community detection. - Riddhi Pratim Ghosh; Ian Barnett (Appl. Netw. Sci., 2023)

Permutation-Based Hypothesis Testing for Neural Networks. - Francesca Mandel; Ian Barnett (AAAI, 2024)