Grade Prediction with Course and Student Specific Models. - Agoritsa Polyzou; George Karypis (PAKDD (1), 2016)

Predicting Student Performance Using Personalized Analytics. - Asmaa Elbadrawy; Agoritsa Polyzou; Zhiyun Ren; Mackenzie Sweeney; George Karypis; Huzefa Rangwala (Computer, 2016)

Grade prediction with models specific to students and courses. - Agoritsa Polyzou; George Karypis (Int. J. Data Sci. Anal., 2016)

Enriching Course-Specific Regression Models with Content Features for Grade Prediction. - Qian Hu; Agoritsa Polyzou; George Karypis; Huzefa Rangwala (DSAA, 2017)

Feature extraction for classifying students based on their academic performance. - Agoritsa Polyzou; George Karypis (EDM, 2018)

Scholars Walk: A Markov Chain Framework for Course Recommendation. - Agoritsa Polyzou; Athanasios N. Nikolakopoulos; George Karypis (EDM, 2019)

Learning Behavioral Pattern Analysis Based on Digital Textbook Reading Logs. - Chengjiu Yin; Zhuo Ren; Agoritsa Polyzou; Yong Wang (HCI (22), 2019)

Causal Inference in Higher Education: Building Better Curriculums. - Prableen Kaur; Agoritsa Polyzou; George Karypis (L@S, 2019)

Feature Extraction for Next-Term Prediction of Poor Student Performance. - Agoritsa Polyzou; George Karypis (IEEE Trans. Learn. Technol., 2019)

Social Media Data - Our Ethical Conundrum. - Lisa Singh; Agoritsa Polyzou; Yanchen Wang; Jason Farr; Carole Roan Gresenz (IEEE Data Eng. Bull., 2020)

FaiREO: User Group Fairness for Equality of Opportunity in Course Recommendation. - Agoritsa Polyzou; Maria Kalantzi; George Karypis (CoRR, 2021)

FERN: Fair Team Formation for Mutually Beneficial Collaborative Learning. - Maria Kalantzi; Agoritsa Polyzou; George Karypis (IEEE Trans. Learn. Technol., 2022)

Session-based Course Recommendation Frameworks using Deep Learning. - Md. Akib Zabed Khan; Agoritsa Polyzou (EDM, 2023)

How Can We Use LLMs for EDM Tasks? The Case of Course Recommendation. - Md. Akib Zabed Khan; Agoritsa Polyzou; Neila Bennamane (HEXED/L3MNGET@EDM, 2024)

Estimate Undergraduate Student Enrollment in Courses by Re-purposing Recommendation Tools. - Md. Akib Zabed Khan; Agoritsa Polyzou (FLAIRS, 2024)

How Good Are Large Language Models for Course Recommendation in MOOCs? - Boxuan Ma; Md. Akib Zabed Khan; Tianyuan Yang; Agoritsa Polyzou; Shin'ichi Konomi (CoRR, 2025)