| 2023 | ADBIS | A Comparative Study of Assessment Metrics for Imbalanced Learning. | Zakarya Farou, Mohamed Aharrat, Toms Horvth |
| 2023 | ICCS | Squared Symmetric Formal Contexts and Their Connections with Correlation Matrices. | L'ubomr Antoni, Peter Elias, Toms Horvth, Stanislav Krajci, Ondrej Krdlo, Csaba Trk |
| 2022 | ADBIS | Denoising Architecture for Unsupervised Anomaly Detection in Time-Series. | Wadie Skaf, Toms Horvth |
| 2022 | IDEAL | Solving Multi-class Imbalance Problems Using Improved Tabular GANs. | Zakarya Farou, Liudmila Kopeikina, Toms Horvth |
| 2022 | IDEAL | Synonym-Based Essay Generation and Augmentation for Robust Automatic Essay Scoring. | Tsegaye Misikir Tashu, Toms Horvth |
| 2022 | SOFTCOM | Long-term Parameters Monitoring of the IDQ Clavis 3 QKD System. | Ondrej Klicnik, Adrian Tomasov, Petr Munster, Toms Horvth, Jan Hajny |
| 2021 | IDEAL | Time-Series in Hyper-parameter Initialization of Machine Learning Techniques. | Toms Horvth, Rafael Gomes Mantovani, Andr C. P. L. F. de Carvalho |
| 2021 | IDEAL | Learning Inter-Lingual Document Representations via Concept Compression. | Marc Lenz, Tsegaye Misikir Tashu, Toms Horvth |
| 2021 | IDEAL | Linear Concept Approximation for Multilingual Document Recommendation. | Vilmos Tibor Salamon, Tsegaye Misikir Tashu, Toms Horvth |
| 2020 | ICPR | Attention-Based Multi-modal Emotion Recognition from Art. | Tsegaye Misikir Tashu, Toms Horvth |
| 2020 | IDEAL | Data Generation Using Gene Expression Generator. | Zakarya Farou, Noureddine Mouhoub, Toms Horvth |
| 2020 | IDEAL | A Novel Evaluation Metric for Synthetic Data Generation. | Andrea Galloni, Imre Lendk, Toms Horvth |
| 2020 | IDEAL | Stateful Optimization in Federated Learning of Neural Networks. | Pter Kiss, Toms Horvth, Vukasin Felbab |
| 2019 | ITS | Intelligent On-line Exam Management and Evaluation System. | Tsegaye Misikir Tashu, Julius P. Esclamado, Toms Horvth |
| 2019 | ITS | Reducing Annotation Effort in Automatic Essay Evaluation Using Locality Sensitive Hashing. | Tsegaye Misikir Tashu, Dvid Szab, Toms Horvth |
| 2019 | SOFTCOM | GPON Network with Simulated Rogue ONU. | Toms Horvth, Petr Munster, Vclav Oujezsk, Josef Vojtech, Martin Holik, Petr Dejdar, Michal Ltal |
| 2018 | CSEDU | Pair-Wise: Automatic Essay Evaluation using Word Mover's Distance. | Tsegaye Misikir Tashu, Toms Horvth |
| 2018 | CSEDU | A Layered Approach to Automatic Essay Evaluation Using Word-Embedding. | Tsegaye Misikir Tashu, Toms Horvth |
| 2016 | ISDA | Effects of Random Sampling on SVM Hyper-parameter Tuning. | Toms Horvth, Rafael Gomes Mantovani, Andr C. P. L. F. de Carvalho |
| 2015 | SECRYPT | Towards Secure Gigabit Passive Optical Networks - Signal Propagation based Key Establishment. | Lukas Malina, Petr Munster, Jan Hajny, Toms Horvth |
| 2014 | EDM | How patterns in source codes of students can help in detection of their programming skills? | Stefan Pero, Toms Horvth |
| 2014 | ICCS | Computing Concept Lattices from Very Sparse Large-Scale Formal Contexts. | Lenka Piskov, Toms Horvth |
| 2013 | CSEDU | Detection of Inconsistencies in Student Evaluations. | Stefan Pero, Toms Horvth |
| 2011 | CSEDU | Matrix and Tensor Factorization for Predicting Student Performance. | Nguyen Thai-Nghe, Lucas Drumond, Toms Horvth, Alexandros Nanopoulos, Lars Schmidt-Thieme |
| 2011 | EDM | Factorization Models for Forecasting Student Performance. | Nguyen Thai-Nghe, Toms Horvth, Lars Schmidt-Thieme |
| 2011 | ICALT | Personalized Forecasting Student Performance. | Nguyen Thai-Nghe, Toms Horvth, Lars Schmidt-Thieme |
| 2007 | IDC | Knowledge Processing for Web Search - An Integrated Model. | Peter Gursk, Toms Horvth, Jozef Jirsek, Stanislav Krajci, Robert Novotny, Veronika Vanekov, Peter Vojts |
| 2006 | ILP | Induction of Fuzzy and Annotated Logic Programs. | Toms Horvth, Peter Vojts |