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,…
ContaGPT: A Domain-Adapted LLM for Romanian Financial and Accounting Applications. Cezar Tudor, Ștefan-Daniel Achirei, Cristian Simionescu. In: Proceedings of the 27th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2025), September 2025, Timișoara, România.
Simple Idea Discovery in a Minimalist LLM Architecture Implementation. Robert Chihaia, Maria Trocan, Florin Leon. In: Proceedings of the 20th Conference on Computer Science and Intelligence Systems (FedCSIS),, September 2025, Cracovia, Polonia, DOI: 10.15439/2025f5480.
Comparative Study of Web Attack Detection on WAF: Gradient Boosting and Neural Networks for HTTP Traffic Classification. Cristian Chindrus and Constantin-Florin Căruntu. In: Proceedings of the 2025 International Conference on Control, Decision and Information Technologies, September 2025, Split, Croația, DOI: 10.1109/CoDIT66093.2025.11321491.
Optimizing HTTP Traffic Classification in Web Application Firewalls: A Comparative Analysis of Random Forest and SVM. Cristian Chindrus and Constantin-Florin Căruntu. In: Proceedings of the 25th International Conference on Control Systems and Computer Science (CSCS 2025), September 2025, București, România, DOI: 10.1109/CSCS66924.2025.00032.
From Brain Signals to Age Prediction: a Machine Learning Approach. Victor-Andrei Căbulea, Marian Flămânzanu-Mateiuc, Ștefan-Daniel Achirei and Otilia Zvorișteanu. In: Proceedings of the 25th International Conference on Control Systems and Computer Science (CSCS 2025), September 2025, București, România, DOI: 10.1109/CSCS66924.2025.00056.
