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Roland Molontay
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Predicting Dropout in Higher Education Based on Secondary School Performance
M Nagy, R Molontay
2018 IEEE 22nd International Conference on Intelligent Engineering Systems …, 2018
902018
Interpretable Deep Learning for University Dropout Prediction
M Baranyi, M Nagy, R Molontay
Proceedings of the 21st Annual Conference on Information Technology …, 2020
582020
Can professors buy better evaluation with lenient grading? The effect of grade inflation on student evaluation of teaching
Z Berezvai, GD Lukáts, R Molontay
Assessment & Evaluation in Higher Education 46 (5), 793-808, 2021
482021
Two decades of network science: as seen through the co-authorship network of network scientists
R Molontay, M Nagy
Proceedings of the 2019 IEEE/ACM International Conference on Advances in …, 2019
462019
EASY‐APP: An artificial intelligence model and application for early and easy prediction of severity in acute pancreatitis
B Kui, J Pintér, R Molontay, M Nagy, N Farkas, N Gede, Á Vincze, J Bajor, ...
Clinical and Translational Medicine 12 (6), e842, 2022
452022
Twenty years of network science: A bibliographic and co-authorship network analysis
R Molontay, M Nagy
Big Data and Social Media Analytics, 1-24, 2021
372021
Dank or not? Analyzing and predicting the popularity of memes on Reddit
K Barnes, T Riesenmy, MD Trinh, E Lleshi, N Balogh, R Molontay
Applied Network Science 6 (1), 21, 2021
312021
Characterizing curriculum prerequisite networks by a student flow approach
R Molontay, N Horváth, J Bergmann, D Szekrényes, M Szabó
IEEE Transactions on Learning Technologies 13 (3), 491-501, 2020
272020
Predicting Dropout Using High School and First-semester Academic Achievement Measures
B Kiss, M Nagy, R Molontay, B Csabay
2019 17th International Conference on Emerging eLearning Technologies and …, 2019
262019
Early prediction of acute necrotizing pancreatitis by artificial intelligence: A prospective cohort-analysis of 2387 cases
S Kiss, J Pintér, R Molontay, M Nagy, N Farkas, Z Sipos, P Fehérvári, ...
Scientific Reports 12 (1), 7827, 2022
202022
Copula-based anomaly scoring and localization for large-scale, high-dimensional continuous data
G Horváth, E Kovács, R Molontay, S Nováczki
ACM Transactions on Intelligent Systems and Technology (TIST) 11 (3), 1-26, 2020
172020
Comprehensive analysis of the predictive validity of the university entrance score in Hungary
M Nagy, R Molontay
Assessment & Evaluation in Higher Education 46 (8), 1235-1253, 2021
162021
Traits versus Grades—The Incremental Predictive Power of Positive Psychological Factors over Pre-Enrollment Achievement Measures on Academic Performance
B Séllei, N Stumphauser, R Molontay
Applied Sciences 11 (4), 1744, 2021
162021
Student Dataset from Tecnologico de Monterrey in Mexico to Predict Dropout in Higher Education
J Alvarado-Uribe, P Mejía-Almada, AL Masetto Herrera, R Molontay, ...
Data 7 (9), 119, 2022
152022
Cross-correlation based clustering and dimension reduction of multivariate time series
A Egri, I Horváth, F Kovács, R Molontay, K Varga
2017 IEEE 21st International Conference on Intelligent Engineering Systems …, 2017
152017
Interpretable Dropout Prediction: Towards XAI-Based Personalized Intervention
M Nagy, R Molontay
International Journal of Artificial Intelligence in Education, 1-27, 2023
142023
Visualizing student flows to track retention and graduation rates
DM Horváth, R Molontay, M Szabó
2018 22nd International Conference Information Visualisation (IV), 338-343, 2018
142018
Comparing the effectiveness of two remedial mathematics courses using modern regression discontinuity techniques
M Baranyi, R Molontay
Interactive Learning Environments 29 (2), 247-269, 2021
122021
Impact of the discovery of fluorous biphasic systems on chemistry: A statistical and network analysis
B Barabás, O Fülöp, R Molontay, G Pályi
ACS Sustainable Chemistry & Engineering 5 (9), 8108-8118, 2017
122017
Comparative Analysis of Box-Covering Algorithms for Fractal Networks
PT Kovács, M Nagy, R Molontay
Applied Network Science 6 (1), 1-37, 2021
102021
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