| Predicting student performance using personalized analytics A Elbadrawy, A Polyzou, Z Ren, M Sweeney, G Karypis, H Rangwala Computer 49 (4), 61-69, 2016 | 194 | 2016 |
| Grade prediction with models specific to students and courses A Polyzou, G Karypis International Journal of Data Science and Analytics 2, 159-171, 2016 | 100 | 2016 |
| Feature extraction for next-term prediction of poor student performance A Polyzou, G Karypis IEEE Transactions on Learning Technologies 12 (2), 237-248, 2019 | 63 | 2019 |
| Grade prediction with course and student specific models A Polyzou, G Karypis Advances in Knowledge Discovery and Data Mining: 20th Pacific-Asia …, 2016 | 42 | 2016 |
| Scholars Walk: A Markov Chain Framework for Course Recommendation. A Polyzou, AN Nikolakopoulos, G Karypis International Educational Data Mining Society, 2019 | 41 | 2019 |
| Enriching course-specific regression models with content features for grade prediction Q Hu, A Polyzou, G Karypis, H Rangwala 2017 IEEE International Conference on Data Science and Advanced Analytics …, 2017 | 29* | 2017 |
| Feature Extraction for Classifying Students Based on Their Academic Performance. A Polyzou, G Karypis International Educational Data Mining Society, 2018 | 26 | 2018 |
| Learning Behavioral Pattern Analysis Based on Digital Textbook Reading Logs C Yin, Z Ren, A Polyzou, Y Wang Distributed, Ambient and Pervasive Interactions: 7th International …, 2019 | 10 | 2019 |
| Causal inference in higher education: Building better curriculums P Kaur, A Polyzou, G Karypis Proceedings of the Sixth (2019) ACM Conference on Learning@ Scale, 1-4, 2019 | 7 | 2019 |
| Social Media Data-Our Ethical Conundrum L Singh, A Polyzou, Y Wang, J Farr, CR Gresenz A Quarterly bulletin of the IEEE Computer Society Technical Committee on …, 2020 | 6 | 2020 |
| FaiREO: User group fairness for equality of opportunity in course recommendation A Polyzou, M Kalantzi, G Karypis arXiv preprint arXiv:2109.05931, 2021 | 5 | 2021 |
| FERN: Fair team formation for mutually beneficial collaborative learning M Kalantzi, A Polyzou, G Karypis IEEE Transactions on Learning Technologies 15 (6), 757-770, 2022 | 3 | 2022 |
| Models and algorithms for performance prediction and course recommendation in higher education A Polyzou University of Minnesota, 2020 | 3 | 2020 |
| An analysis of relationships between course descriptions and student enrollment patterns A Polyzou, J Molto, NS Gonzalez, TL Fletcher, ST Perez 2023 ASEE Annual Conference & Exposition, 2023 | 1 | 2023 |
| Session-Based Course Recommendation Frameworks Using Deep Learning. MAZ Khan, A Polyzou International Educational Data Mining Society, 2023 | | 2023 |
