| Predicting Age and Gender by Keystroke Dynamics and Mouse Patterns A Pentel Adjunct Publication of the 25th Conference on User Modeling, Adaptation and …, 2017 | 60 | 2017 |
| Patterns of Confusion: Using Mouse Logs to Predict User's Emotional State. A Pentel UMAP Workshops, 1-6, 2015 | 24 | 2015 |
| Predicting User Age by Keystroke Dynamics A Pentel CSOC2018 2018: Artificial Intelligence and Algorithms in Intelligent Systems …, 2018 | 16 | 2018 |
| Emotions and User Interactions with Keyboard and Mouse A Pentel 8th International Conference on Information, Intelligence, Systems …, 2017 | 16 | 2017 |
| High Precision Handedness Detection Based on Short Input Keystroke Dynamics A Pentel 8th International Conference on Information, Intelligence, Systems …, 2017 | 14 | 2017 |
| Employing think-aloud protocol to connect user emotions and mouse movements A Pentel 2015 6th International Conference on Information, Intelligence, Systems and …, 2015 | 14 | 2015 |
| Effect of different feature types on age based classification of short texts A Pentel 2015 6th International Conference on Information, Intelligence, Systems and …, 2015 | 11 | 2015 |
| Predicting first-year computer science students drop-out with machine learning methods: a case study N Maksimova, A Pentel, O Dunajeva Educating Engineers for Future Industrial Revolutions: Proceedings of the …, 2021 | 7 | 2021 |
| COVID-19’s Impact on the Quality of Educational Process and the Academic Performance as Viewed by IT Students: A Case Study in Text Mining O Dunajeva, A Pentel, N Maksimova International Conference on Interactive Collaborative Learning, 417-425, 2021 | 6 | 2021 |
| Automatic Age Detection Using Text Readability Features. A Pentel EDM (Workshops), 2015 | 5 | 2015 |
| Employing Relation between Reading and Writing Skills on Age Based Categorization of Short Estonian Texts. A Pentel UMAP Workshops, 2015 | 3 | 2015 |
| Computer Science Students Early Drop-Out Prediction Using Machine Learning: A Case Study N Maksimova, A Pentel, O Dunajeva Learning with Technologies and Technologies in Learning: Experience, Trends …, 2022 | 2 | 2022 |
| Predicting students’ state examination results based on previous grades and demographics A Pentel, LL Kaiva 2020 11th International Conference on Information, Intelligence, Systems and …, 2020 | 2 | 2020 |
| Machine learning based emotion recognition in a digital learning environment N Ivleva, A Pentel, O Dunajeva, V Juštšenko International Conference on Interactive Collaborative Learning, 405-412, 2022 | 1 | 2022 |
| A Comparison of Different Feature Sets for Age-Based Classification of Short Texts A Pentel Technical report. Tallinn University, Estonia. www. tlu. ee/~ pentel …, 2014 | 1 | 2014 |
| Deep Learning Based Audio-Visual Emotion Recognition in a Smart Learning Environment N Ivleva, A Pentel, O Dunajeva, V Juštšenko International Conference on Interactive Collaborative Learning, 420-431, 2023 | | 2023 |
| DeCAT 2015-Workshop on Deep Content Analytics Techniques for Personalized and Intelligent Services L Aroyo, GJ Houben, P Lops, C Musto, G Semeraro | | |
| Workshop on Tools and Technologies in Statistics, Machine Learning and Information Retrieval for Educational Data Mining I Lukovic, SL Vintan, S Trăuşan-Matu, A Zielinski, M Lupu | | |
| Using Text Readability Features for Automatic Age Detection A Pentel | | |
