From signals to symbols: fault classification using transformers and logic-based reasoning. Darian Onchis, Eduard Hogea, Codruta Istin. In: Proceedings of the 27th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2025), September 2025, Cluj-Napoca, Romania.
Integrating Predictive Models and Agent-Based Coordination for Hospital Efficiency. Kristijan Cincar, Todor Ivascu. In: Proceedings of the 27th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2025), September 2025, Timisoara, Romania.
Topology Meets Attribution: A Novel Explainability Approach for Transparent Medical Decision Support. Fabian Galis, Darian Onchis. In: Proceedings of the 27th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2025), September 2025, Timisoara, Romania.
Unsupervised landslide detection from insar-derived time series using change point analysis. Ioana Igret, Gabriel Iuhasz, Delia Teleaga, Valentin Poncos. In: Proceedings of the 27th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2025), September 2025, Timișoara, Romania.
Dynamic flexible scheduling with extended technical constraints using genetic programming. Mihai Osan, Flavia Micota. In: Proceedings of the 27th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2025), September 2025, Timișoara, Romania.
Automated generation and retrieval of Control-Flow Graphs in malware binaries via the Ghidra API framework. Mircea-George Prejban, Ciprian Pungila. In: Proceedings of the 27th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2025), September 2025, Timișoara, Romania.
Facial Action Units in Deepfake Video Detection: A Survey and Research Outlook. Andreea Brad, Ciprian Pungila. In: Proceedings of the 27th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2025), September 2025, Timișoara, Romania.
Age-related differences and machine learning-based insights in patients with non-functioning adrenal adenomas. Ana Corlan, Flavia Costi, Emanuel Covaci, Darian Onchis. In: Proceedings of the 27th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2025), September 2025, Timișoara, Romania.
TT-XAI: Trustworthy Clinical Text Explanations via Keyword Distillation and LLM Reasoning. Kristian Miok, Blaz Skrlj, Daniela Zaharie, Marko Robnik-Sikonja. In: Proceedings of the the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2025) – Workshop on Explainable Knowledge Discovery in Data Mining and Unlearning through XAI, September…
MedFusion-LM: Explainable Large Language Model for Transforming Medical Outcomes in Federated Learning with Neural Architecture Search Blueprints. D. Babuc, T.-F. Fortis. In: Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2025) – Workshop on Responsible Healthcare using Machine Learning 2025, September 2025, Porto, Portugalia.
