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Faust, L., Wang, C., Hachen, D., Lizardo, O. and Chawla, N.V., 2019. Physical Activity Trend eXtraction: A Framework for Extracting Moderate-Vigorous Physical Activity Trends From Wearable Fitness Tracker Data. JMIR mHealth and uHealth, 7(3), p.e1107
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Sudip Vhaduri, Christian Poellabauer. 2018. “Impact of different pre-sleep phone use patterns on sleep quality.” Proceedings of the IEEE 15th International Conference on Wearable and Implantable Body Sensor Networks (BSN): 94-97. doi: 10.1109/BSN.2018.8329667
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Louis Faust, “Long-term Compliance Habits: What Early Data Tells Us, “A Short Workshop on Next Steps Towards Long Term Self Tracking, CHI 2018,April 21, 2018, Montreal, Canada.
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Shikang Liu, David S. Hachen, Omar Lizardo, Christian Poellabauer, Aaron Striegel, Tijana Milenkovic. 2018. “Network analysis of the NetHealth data: Exploring the co-evolution of individuals’ social networks and physical activities.” Applied Network Science 3: 45. doi: 10.1007/s41109-018-0103-2
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Shikang Liu: Tentative title “A heterogeneous network approach to predict individuals’ mental health”
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Louis Faust, David S. Hachen, Omar Lizardo, Nitesh V. Chawla. 2018. “Quantifying subjective well-being using trends in weekend activity.” Proceedings of the IEEE International Conference on Healthcare Informatics (ICHI): 123-129. doi: 10.1109/ICHI.2018.0002
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Nigam, Aastha, Kijung Shin, Ashwin Bahulkar, Bryan Hooi, David Hachen, Boleslaw K. Szymanski, Christos Faloutsos, and Nitesh V. Chawla. Forthcoming. “ONE-M: Modeling the Co-Evolution of Opinions and Network Connections” in Machine Learning and Knowledge Discovery in Databases, Springer.
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Louis Faust, Priscilla Jimenez-Pazmino, James K Holland, Omar Lizardo, David Hachen, Nitesh V. Chawla. 2019. “What 30 Days Tells Us About 3 Years: Leveraging Early Signs of User Abandonment and Compliance.” Pervasive Health.
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Louis Faust, Rachael Purta, David S. Hachen, Aaron Striegel, Christian Poellabauer, Omar Lizardo, Nitesh V. Chawla. 2017. “Exploring compliance: Observations from a large scale Fitbit study.” Proceedings of the 2nd International Workshop on Social Sensing (SOCIALSENS): 55-60. doi: 10.1145/3055601.3055608
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Sudip Vhaduri, Christian Poellabauer. 2019. “Multi-modal biometric-based implicit authentication of wearable device users.” Proceedings of the IEEE Transactions on Information Forensics and Security. doi: 10.1109/TIFS.2019.2911170
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Liu, Shikang, David Hachen, Omar Lizardo, Christian Poellabauer, Aaron Striegel, and Tijana Milenković. 2020. “The Power of Dynamic Social Networks to Predict Individuals’ Mental Health.” Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing 25: 635–46.