Galina Deeva

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 15

Top Topics

Quantitative Methods

Learning Analytics

Blended Learning Environment

Sequence Classification

Top Venues

Business Process Management Workshops

IEEE Trans. Learn. Technol.

Publications

Sara Willermark, Galina Deeva, Maria Óskarsdóttir, Anna Sigridur Islind
Introduction to the Minitrack on Learning Analytics. HICSS (2024)
Anna Sigridur Islind, Sara Willermark, Maria Óskarsdóttir, Galina Deeva
Introduction to the Minitrack on Learning Analytics. HICSS (2023)
Galina Deeva, Johannes De Smedt, Jochen De Weerdt
Educational Sequence Mining for Dropout Prediction in MOOCs: Model Building, Evaluation, and Benchmarking. IEEE Trans. Learn. Technol. 15 (6) (2022)
Galina Deeva, Johannes De Smedt, Cecilia Saint-Pierre, Richard Weber, Jochen De Weerdt
Predicting student performance using sequence classification with time-based windows. Expert Syst. Appl. 209 (2022)
Sara Willermark, Maria Óskarsdóttir, Anna Sigridur Islind, Galina Deeva
Introduction to the Minitrack on Learning Analytics. HICSS (2022)
Galina Deeva, Johannes De Smedt, Cecilia Saint-Pierre, Richard Weber, Jochen De Weerdt
Predicting student performance using sequence classification with time-based windows. CoRR (2022)
Galina Deeva, Daria Bogdanova, Estefanía Serral, Monique Snoeck, Jochen De Weerdt
A review of automated feedback systems for learners: Classification framework, challenges and opportunities. Comput. Educ. 162 (2021)
Galina Deeva, Sara Willermark, Anna Sigridur Islind, María Óskarsdóttir
Introduction to the Minitrack on Learning Analytics. HICSS (2021)
Steven Van Goidsenhoven, Daria Bogdanova, Galina Deeva, Seppe vanden Broucke, Jochen De Weerdt, Monique Snoeck
Predicting student success in a blended learning environment. LAK (2020)
Johannes De Smedt, Galina Deeva, Jochen De Weerdt
Mining Behavioral Sequence Constraints for Classification. IEEE Trans. Knowl. Data Eng. 32 (6) (2020)
Galina Deeva, Johannes De Smedt, Jochen De Weerdt, María Óskarsdóttir
Mining Behavioural Patterns in Urban Mobility Sequences Using Foursquare Check-in Data from Tokyo. COMPLEX NETWORKS (2) (2019)
Galina Deeva, Monique Snoeck, Jochen De Weerdt
Discovering the Impact of Students' Modeling Behavior on their Final Performance. PoEM (2018)
Galina Deeva, Jochen De Weerdt
Understanding Automated Feedback in Learning Processes by Mining Local Patterns. Business Process Management Workshops (2018)
Johannes De Smedt, Galina Deeva, Jochen De Weerdt
Behavioral Constraint Template-Based Sequence Classification. ECML/PKDD (2) (2017)
Galina Deeva, Johannes De Smedt, Pieter De Koninck, Jochen De Weerdt
Dropout Prediction in MOOCs: A Comparison Between Process and Sequence Mining. Business Process Management Workshops (2017)