Scientific publications
CEASEFIRE innovation often necessitates research, unavoidably leading to novel scientific contributions that are being peer-reviewed and, if accepted, published in the form of papers within the proceedings of scientific conferences (following in-person presentation) or in academic journals.
The CEASEFIRE papers that have been published up to now are the following ones:
| No. | AUTHORS | TITLE | AVAILABLE AT | OPEN ACCESS |
| 1. | G. Batsis, I. Mademlis, G. Th. Papadopoulos | Illicit item detection in X-ray images for security applications | ieeexplore.ieee.org | arxiv.org |
| 2. | I. Mademlis, G. Batsis, A. A. R. Chrysochoou, G. Th. Papadopoulos | Visual inspection for illicit items in X-ray images using Deep Learning | ieeexplore.ieee.org | arxiv.org |
| 3. | S. Konstantakos, D. I. Chalkiadaki, I. Mademlis, A. A. R. Chrysochoou, G. Th. Papadopoulos | Self-supervised visual learning for analyzing firearms trafficking activities on the Web | ieeexplore.ieee.org | arxiv.org |
| 4. | A. K. Blitsi, G. Stavropoulos, K. Votis | Vision Paper: Uncovering Illegal Firearm Transactions in Cryptocurrency Networks | ieeexplore.ieee.org | |
| 5. | M. Makrynioti, C. Porlou, A. Alexiadis, G. Stavropoulos, K. Votis, D. Tzovaras | Unveiling Conversational Patterns: Intent Classification and Clustering in Reddit’s Firearm Trade Community | ieeexplore.ieee.org | |
| 6. | G. Chatzimarkaki, S. Karagiorgou, M. Konidi, D. Alexandrou, T. Bouras, S. Evangelatos | Harvesting Large Textual and Multimedia Data to Detect Illegal Activities on Dark Web Marketplaces | ieeexplore.ieee.org | |
| 7. | I. Mademlis, M. Mancuso, C. Paternoster, S. Evangelatos, E. Finlay, J. Hughes, P. Radoglou-Grammatikis, P. Sarigiannidis, G. Stavropoulos, K. Votis and G. Th. Papadopoulos | The invisible arms race: digital trends in illicit goods trafficking and AI-enabled responses | techrxiv.org | |
| 8. | T. Malon, S. Chambon, A. Crouzil, L. Lechelek, G. Jalabert, C. Brocard, N. Bernadeau, L. Abadie, B. Sera, T. Hartmann, M. Le Bras | Ceasefire Hierarchical Weapon Dataset | dl.acm.org | zenodo.org |
| 9. | C. Andreeva, F. Trevisan, G. Anagnostaki | Investigating firearms trafficking in Europe: tackling old issues with new structures? | ||
| 10. | J. Cani, I. Mademlis, A. A. R. Chrysochoou, G. Th. Papadopoulos | llicit object detection in X-ray images using Vision Transformers | arxiv.org | |
| 11. | S. Konstantakos, I. Mademlis, Y.M. Asano , E. Gavves, G.T. Papadopoulos | Self-supervised visual learning in the low-data regime: a comparative evaluation | arxiv.org | |
| 12. | I. Mademlis, J. Cani, M. Mancuso, C, Paternoster, E. Adamakis, G. Margetis, S. Chambon, A. Crouzil, L. Lechek, G. Dede, S. Evangelatos, G. Lalas, F. Mignet, P. Linardatos, K. Kentrotis, H. Gierszal, P. Tyczka, S. Karagiorgou, G. Pantelis, G. Stavropoulos, K. Votis, G. Th. Papadopoulos | CEASEFIRE: An AI-powered system for combatting illicit firearms trafficking | arxiv.org | |
| 13. | Christophe Pantel, Sylvie Chambon | Intégration des relations de composition / décomposition pour la segmentation d’objets en considérant les sous-parties et une classification hiérarchique | ||
| 14. | P. Alaimisis, I. Mademlis, P. Radoglou-Grammatakis, P. Sarigiannidis, G. Th. Papadopoulos | Advances in Diffusion Models for Image Data Augmentation: A Review of Methods, Models, Evaluation Metrics and Future Research Directions | arxiv.org | |
| 15. | M. Linardakis, I. Varlamis, G. Th. Papadopoulos | Distributed maze exploration using multiple agents and optimal goal assignment | arxiv.org | |
| 16. | M. Linardakis, I. Varlamis, G. Th. Papadopoulos | Multi-robot maze exploration using an efficient cost-utility method |