| 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 (3-4), 159-171, 2016 | 99 | 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 The 12th International Conference on Educational Data Mining, 396 - 401, 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 | 28* | 2017 |
| Feature extraction for classifying students based on their academic performance A Polyzou, G Karypis Proceedings of the 11th International Conference on Educational Data Mining …, 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, 4, 2019 | 7 | 2019 |
| Social Media Data-Our Ethical Conundrum L Singh, A Polyzou, Y Wang, J Farr, CR Gresenz Data Engineering, Special Issue on Interdisciplinary Perspectives 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 Proceedings of the 16th International Conference on Educational Data Mining …, 2023 | | 2023 |
George KarypisDistinguished McKnight University Professor, University of Minnesota; SPS, AWSכתובת אימייל מאומתת בדומיין umn.edu
