Predicting Student Performance Using Personalized Analytics A Elbadrawy, A Polyzou, Z Ren, M Sweeney, G Karypis, H Rangwala Computer 49 (4), 61-69, 2016 | 205 | 2016 |
Predicting Performance on MOOC Assessments using Multi-Regression Models Z Ren, H Rangwala, A Johri International Conference on Educational Data Mining, 2016 | 101 | 2016 |
: Hybrid Associations Models for Sequential Recommendation B Peng, Z Ren, S Parthasarathy, X Ning IEEE Transactions on Knowledge and Data Engineering 34 (10), 4838-4853, 2021 | 43 | 2021 |
Grade Prediction with Temporal Course-wise Influence Z Ren, X Ning, H Rangwala International Conference on Educational Data Mining, 2017 | 34 | 2017 |
Grade Prediction Based on Cumulative Knowledge and Co-Taken Courses. Z Ren, X Ning, AS Lan, H Rangwala International Educational Data Mining Society, 2019 | 28 | 2019 |
Grade Prediction with Neural Collaborative Filtering Z Ren, X Ning, A Lan, H Rangwala The 6th IEEE International Conference on Data Science and Advanced Analytics, 2019 | 24 | 2019 |
M2: Mixed Models With Preferences, Popularities and Transitions for Next-Basket Recommendation B Peng, Z Ren, S Parthasarathy, X Ning IEEE transactions on knowledge and data engineering 35 (4), 4033-4046, 2022 | 23 | 2022 |
ALE: Additive Latent Effect Models for Grade Prediction Z Ren, X Ning, H Rangwala SIAM: SIAM International Conference on Data Mining (SDM18), 2018 | 16 | 2018 |
Hybrid collaborative filtering methods for recommending search terms to clinicians Z Ren, B Peng, TK Schleyer, X Ning Journal of biomedical informatics 113, 103635, 2021 | 10 | 2021 |
Improving information retrieval from electronic health records using dynamic and multi-collaborative filtering Z Fan, E Burgun, Z Ren, T Schleyer, X Ning arXiv preprint arXiv:2008.05399, 2020 | 7 | 2020 |
Prioritizing Amyloid Imaging Biomarkers in Alzheimer’s Disease via Learning to Rank B Peng, Z Ren, X Yao, K Liu, AJ Saykin, L Shen, X Ning, ADNI International Workshop on Multimodal Brain Image Analysis, 139-148, 2019 | 1 | 2019 |
Academic Performance Prediction with Machine Learning Techniques Z Ren George Mason University, 2019 | 1 | 2019 |
Systems and methods for providing health care search recommendations X Ning, Z Ren, B Peng, TK Schleyer US Patent 12,062,436, 2024 | | 2024 |
Systems and methods for providing health care search recommendations X Ning, Z Ren, B Peng, TK Schleyer US Patent App. 18/063,144, 2023 | | 2023 |
Capturing Student Interaction within Learning Management Systems (LMS) for Identification of At-Risk Students Z Cai, Z Ren, H Rangwala | | 2019 |