RNDr. Valdemar Švábenský, Ph.D.
Research specialist, Department of Computer Systems and Communications
office: C321
Botanická 554/68a
602 00 Brno
e‑mail: | |
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web: | https://elea.sk/valdemar |
social and academic networks: |
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Total number of publications: 43
2025
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Cybersecurity Study Programs: What's in a Name?
Proceedings of the 56th ACM Technical Symposium on Computer Science Education, year: 2025
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Evaluating the Impact of Data Augmentation on Predictive Model Performance
Proceedings of the 15th Learning Analytics and Knowledge Conference (LAK '25), year: 2025
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Knowledge Distillation in RNN-Attention Models for Early Prediction of Student Performance
Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing (SAC 2025), year: 2025
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LECTOR: Summarizing E-book Reading Content for Personalized Student Support
International Journal of Artificial Intelligence in Education, year: 2025, DOI
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Ranking-Based At-Risk Student Prediction Using Federated Learning and Differential Features
18th International Conference on Educational Data Mining (EDM 2025) [in press], year: 2025
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Single-Agent vs. Multi-Agent LLM Strategies for Reflection Assessment
Proceedings of the 29th Pacific-Asia Conference on Knowledge Discovery and Data Mining, year: 2025
2024
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Comparison of Large Language Models for Generating Contextually Relevant Questions
Year: 2024, type: Conference abstract
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Comparison of Three Programming Error Measures for Explaining Variability in CS1 Grades
Proceedings of the 29th Annual ACM Conference on Innovation and Technology in Computer Science Education (ITiCSE'24), year: 2024
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Data Set Size Analysis for Detecting the Urgency of Discussion Forum Posts
Year: 2024, type: Conference abstract
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Detecting Unsuccessful Students in Cybersecurity Exercises in Two Different Learning Environments
Proceedings of the 54th IEEE Frontiers in Education Conference (FIE 2024), year: 2024