Publications & Manuscripts

2025

1. arXiv

   Temporal Causal-based Simulation for Realistic Time-series Generation

   Nikolaos Gkorgkolis, Nikolaos Kougioulis, MingXue Wang, and 4 more authors

   2025

   DOI Bib HTML PDF

   @misc{gkorgkolis2025temporal,
     title = {Temporal Causal-based Simulation for Realistic Time-series Generation},
     author = {Gkorgkolis, Nikolaos and Kougioulis, Nikolaos and Wang, MingXue and Caglayan, Bora and Tonon, Andrea and Simionato, Dario and Tsamardinos, Ioannis},
     year = {2025},
     eprint = {2506.02084},
     archiveprefix = {arXiv},
     primaryclass = {cs.LG},
     url = {https://arxiv.org/abs/2506.02084},
     doi = {https://doi.org/10.48550/arXiv.2506.02084},
   }

2. MSc. Thesis

   Large Causal Models for Temporal Causal Discovery

   Nikolaos Kougioulis

   Nov 2025

   Available at the University of Crete e-repository

   Bib HTML PDF

   @mastersthesis{kougioulis2025large,
     title = {Large Causal Models for Temporal Causal Discovery},
     author = {Kougioulis, Nikolaos},
     year = {2025},
     month = nov,
     address = {Heraklion, Greece},
     url = {https://elocus.lib.uoc.gr/dlib/1/d/9/metadata-dlib-1764761882-792089-25440.tkl},
     note = {Available at the University of Crete e-repository},
     school = {Department of Computer Science, University of Crete},
     type = {Master's Thesis},
   }