Feature learning for enhanced security in the Internet of Things E Mattei, C Dalton, A Draganov, B Marin, M Tinston, G Harrison, ... 2019 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2019 | 15 | 2019 |
ChaRRNets: Channel robust representation networks for RF fingerprinting CN Brown, E Mattei, A Draganov arXiv preprint arXiv:2105.03568, 2021 | 13 | 2021 |
Ucode: Unified community detection with graph convolutional networks A Moradan, A Draganov, D Mottin, I Assent Machine Learning 112 (12), 5057-5080, 2023 | 8 | 2023 |
ActUp: Analyzing and Consolidating tSNE and UMAP A Draganov, J Jørgensen, K Scheel, D Mottin, I Assent, T Berry, C Aslay International Joint Conference on Artificial Intelligence 32, 2023 | 6 | 2023 |
Connecting the Dots--Density-Connectivity Distance unifies DBSCAN, k-Center and Spectral Clustering A Beer, A Draganov, E Hohma, P Jahn, CMM Frey, I Assent Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 4 | 2023 |
Unexplainable Explanations: Towards Interpreting tSNE and UMAP Embeddings A Draganov, S Dohn arXiv preprint arXiv:2306.11898, 2023 | 3 | 2023 |
Settling Time vs. Accuracy Tradeoffs for Clustering Big Data A Draganov, D Saulpic, C Schwiegelshohn 2024 ACM SIGMOD/PODS Conference, 2024 | | 2024 |