Evaluating Latent Space Modeling in BiLSTM Autoencoders for Time Series Anomaly Detection. Andrei-Alexandru Mariciuc, Lavinia Ferariu. In: Proceedings of the 29th International Conference on System Theory, Control and Computing, October 2025, Cluj-Napoca, România, DOI: 10.1109/icstcc66753.2025.11240246.
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.
Panoptic segmentation techniques. Elena-Claudia Maftei, Otilia Zvorișteanu. In: Proceedings of the 2025 IEEE International Workshop on Multimedia Signal Processing 27th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2025) – Workshop on Remote Sensing, Computer Vision, and AI for a Sustainable Future (WSAI 2025), September 2025, Timișoara, România.
Reaction-Diffusion Applications to Data Dynamic Clustering. Mihail-Cristian Heghea, Silviu-Dumitru Pavăl, Vasile-Ion Manta. In: Proceedings of the 2025 IEEE International Workshop on Multimedia Signal Processing 27th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2025) – Workshop on Remote Sensing, Computer Vision, and AI for a Sustainable Future (WSAI 2025), September 2025, Timișoara,…
