Action Masking Methods for Safe Reinforcement Learning in a Non-Stationary Configurable Environment. Florin Leon. In: Proceedings of the 29th International Conference on System Theory, Control and Computing, October 2025, Cluj-Napoca, România, DOI: 10.1109/icstcc66753.2025.11240265.
Generating and Optimizing What-If Scenarios Using a Transformers-Based Forecasting Model. Alexandru Grigoraș, Florin Leon. In: Proceedings of the 29th International Conference on System Theory, Control and Computing, October 2025, Cluj-Napoca, România, DOI: 10.1109/icstcc66753.2025.11240464.
Improving Maze Exploration and Evacuation with Reactive Agents through Directional Weighting. Marius Gavrilescu, Gabriel-Alexandru Scînteie, Delia-Elena Bărbuță, Florin Leon. In: Proceedings of the 29th International Conference on System Theory, Control and Computing, October 2025, Cluj-Napoca, România, DOI: 10.1109/icstcc66753.2025.11240363.
3D-CNNs Using Magnetoencephalography Spectral Data for Diagnosis of Parkinson’s Disease. Robert-Cristian Bejan, Lavinia Ferariu. In: Proceedings of the 29th International Conference on System Theory, Control and Computing, October 2025, Cluj-Napoca, România, DOI: 10.1109/icstcc66753.2025.11240325.
Semi-Supervised Learning Using Self-labelling and Consistency Regularisation for ECG Classification. Mihai Aron, Lavinia Ferariu. In: Proceedings of the 29th International Conference on System Theory, Control and Computing, October 2025, Cluj-Napoca, România, DOI: 10.1109/icstcc66753.2025.11240516.
Improving WAF Performance with Advanced ML Models: From RNN to GRU and LSTM. Cristian Chindrus and Constantin-Florin Căruntu. In: Proceedings of the 29th International Conference on System Theory, Control and Computing, October 2025, Cluj-Napoca, România, DOI: 10.1109/icstcc66753.2025.11240342.
Underbrake Fault Detection in Automotive Systems using Advanced Neural Network Architectures. Teofil-Constantin Ciobanu, Otilia-Cristiana Chioaru, George Maties, Letitia Mirea, Constantin-Florin Căruntu. In: Proceedings of the 29th International Conference on System Theory, Control and Computing, October 2025, Cluj-Napoca, România, DOI: 10.1109/icstcc66753.2025.11240553.
Automotive NMOS Series Regulator with Frequency Compensation Based on Active Capacitance Multiplier that Improves Transient Response. Paul Coste, Paul Mireșan, Cristian Răducan, Marius Neag, Marina Țopa. In: Proceedings of the International Semiconductor Conference (CAS 2025), October 2025, Sinaia, Romania, DOI: 10.1109/cas66707.2025.11222332.
A Machine Learning Working Methodology for Prediction and Failure Categorization of Power Supplies. Beatrix Pasztor, Alexandru Dumitru Buburuzan, Marius Purcar. In: Proceedings of the International Semiconductor Conference (CAS 2025), October 2025, Sinaia, Romania, DOI: 10.1109/cas66707.2025.11222344.
S-LAM3D: Segmentation-Guided Monocular 3D Object Detection via Feature Space Fusion. Diana-Alexandra Sas, Florin Oniga. In: Proceedings of the 2025 IEEE International Workshop on Multimedia Signal (MMSP), September 2025, Beijing, China, DOI: 10.1109/MMSP64401.2025.11324346.
