Latest research projects, publications, and talks
Defining and Monitoring Patient Clusters Based on Therapy Adherence in Sleep Apnea Management [conference paper]
Posted
Mourya Karan Reddy Baddam (M.S. student), Matheus Araujo (Ph.D. student), Jaideep Srivastava (professor)
IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS)
Multi-task deep learning of daily streamflow and water temperature [preprint]
Posted
Jeffrey Michael Sadler, Alison Paige Appling, Jordan S Read, Samantha Kay Oliver, Xiaowei Jia, Jacob Aaron Zwart, Vipin Kumar (professor)
Learning Spatiotemporal Latent Factors of Traffic via Regularized Tensor Factorization: Imputing Missing Values and Forecasting [journal]
Posted
Abdelkader Baggag, Sofiane Abbar, Ankit Sharma (Ph.D. 2020), Tahar Zanouda, Abdulaziz Al-Homaid, Abhiraj Mohan (M.S. student), Jaideep Srivastava (professor)
IEEE Transactions on Knowledge and Data Engineering
Context, Language Modeling, and Multimodal Data in Finance [journal]
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Sanjiv Das, Connor Goggins, John He, George Karypis (professor), Sandeep Krishnamurthy, Mitali Mahajan, Nagpurnanand Prabhala, Dylan Slack, Rob van Dusen, Shenghua Yue, Sheng Zha, Shuai Zheng
The Journal of Financial Data Science
Using Deep Learning for Individual-Level Predictions of Adherence with Growth Hormone Therapy [journal]
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Matheus Araujo (Ph.D. student), Paula van Dommelen, Ekaterina Koledova, Jaideep Srivastava (professor)
Studies in Health Technology and Informatics
Personalized Online Self-Learning [thesis]
Posted
Shalini Pandey (Ph.D. 2021)
Physics-guided machine learning for scientific discovery: An application in simulating lake temperature profiles [journal]
Posted
Xiaowei Jia (Ph.D. 2020), Jared Willard (Ph.D. student), Anuj Karpatne (Ph.D. 2017), Jordan S Read, Jacob A Zwart, Michael Steinbach (researcher), Vipin Kumar (professor)
ACM/IMS Transactions on Data Science
NTEP-DB 1.0: A relational database for the national turfgrass evaluation program [journal]
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Yiqun Xie (Ph.D. 2020), Majid Farhadloo (Ph.D. student), Ning Guo (visiting scholar), Shashi Shekhar (professor), Eric Watkins, Len Kne, Han Bao, Aaron J. Patton, Kevin Morris
International Turfgrass Society Research Journal
Attention-augmented Spatio-Temporal Segmentation for Land Cover Mapping [preprint]
Posted
Rahul Ghosh (Ph.D. student), Praveen Ravirathinam, Xiaowei Jia (Ph.D. 2020), Chenxi Lin, Zhenong Jin, Vipin Kumar (professor)
Vehicle Emissions Prediction with Physics-Aware AI Models: Preliminary Results [preprint]
Posted
Harish Panneer Selvam, Yan Li (Ph.D. student), Pengyue Wang, William F Northrop, Shashi Shekhar (professor)