3 papers
cs.LG2026
TeleDoCTR: Domain-Specific and Contextual Troubleshooting for Telecommunications
Mohamed Trabelsi, Huseyin Uzunalioglu
Ticket troubleshooting refers to the process of analyzing and resolving problems that are reported through a ticketing system. In large organizations offering a wide range of servi…
cs.CL2025
Time Series Language Model for Descriptive Caption Generation
Mohamed Trabelsi, Aidan Boyd, Jin Cao +1
The automatic generation of representative natural language descriptions for observable patterns in time series data enhances interpretability, simplifies analysis and increases cr…
cs.CV2024
Increasing Interpretability of Neural Networks By Approximating Human Visual Saliency
Aidan Boyd, Mohamed Trabelsi, Huseyin Uzunalioglu +1
Understanding specifically where a model focuses on within an image is critical for human interpretability of the decision-making process. Deep learning-based solutions are prone t…