Galina Deeva

According to our database, Galina Deeva authored at least 11 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

Educational Sequence Mining for Dropout Prediction in MOOCs: Model Building, Evaluation, and Benchmarking.

Galina Deeva, Johannes De Smedt, Jochen De Weerdt

IEEE Trans. Learn. Technol., 2022

Predicting student performance using sequence classification with time-based windows.

Galina Deeva, Johannes De Smedt, Cecilia Saint-Pierre, Richard Weber, Jochen De Weerdt

Expert Syst. Appl., 2022

Introduction to the Minitrack on Learning Analytics.

Sara Willermark, Maria Óskarsdóttir, Anna Sigridur Islind, Galina Deeva

Proceedings of the 55th Hawaii International Conference on System Sciences, 2022

2021

A review of automated feedback systems for learners: Classification framework, challenges and opportunities.

Galina Deeva, Daria Bogdanova, Estefanía Serral, Monique Snoeck, Jochen De Weerdt

Comput. Educ., 2021

2020

Mining Behavioral Sequence Constraints for Classification.

Johannes De Smedt, Galina Deeva, Jochen De Weerdt

IEEE Trans. Knowl. Data Eng., 2020

Predicting student success in a blended learning environment.

Steven Van Goidsenhoven, Daria Bogdanova, Galina Deeva, Seppe vanden Broucke, Jochen De Weerdt, Monique Snoeck

Proceedings of the LAK '20: 10th International Conference on Learning Analytics and Knowledge, 2020

2019

Mining Behavioural Patterns in Urban Mobility Sequences Using Foursquare Check-in Data from Tokyo.

Galina Deeva, Johannes De Smedt, Jochen De Weerdt, María Óskarsdóttir

Proceedings of the Complex Networks and Their Applications VIII, 2019

2018

Discovering the Impact of Students' Modeling Behavior on their Final Performance.

Galina Deeva, Monique Snoeck, Jochen De Weerdt

Proceedings of the Practice of Enterprise Modeling - 11th IFIP WG 8.1. Working Conference, PoEM 2018, Vienna, Austria, October 31, 2018

Understanding Automated Feedback in Learning Processes by Mining Local Patterns.

Galina Deeva, Jochen De Weerdt

Proceedings of the Business Process Management Workshops, 2018

2017

Behavioral Constraint Template-Based Sequence Classification.

Johannes De Smedt, Galina Deeva, Jochen De Weerdt

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Dropout Prediction in MOOCs: A Comparison Between Process and Sequence Mining.

Galina Deeva, Johannes De Smedt, Pieter De Koninck, Jochen De Weerdt

Proceedings of the Business Process Management Workshops, 2017