| DET-LSH: A Locality-Sensitive Hashing Scheme with Dynamic Encoding Tree for Approximate Nearest Neighbor Search J Wei, B Peng, X Lee, T Palpanas arXiv preprint arXiv:2406.10938, 2024 | | 2024 |
| Analysing Multi-Task Regression via Random Matrix Theory with Application to Time Series Forecasting R Ilbert, M Tiomoko, C Louart, A Odonnat, V Feofanov, T Palpanas, ... arXiv preprint arXiv:2406.10327, 2024 | | 2024 |
| An Interactive Dive into Time-Series Anomaly Detection P Boniol, J Paparrizos, T Palpanas ICDE 2020-40th International Conference on Data Engineering, 2024 | | 2024 |
| ADecimo: Model Selection for Time Series Anomaly Detection P Boniol, E Sylligardos, J Paparrizos, P Trahanias, T Palpanas ICDE 2020-IEEE 40th International Conference on Data Engineering, 2024 | | 2024 |
| A Critical Re-evaluation of Record Linkage Benchmarks for Learning-Based Matching Algorithms G Papadakis, N Kirielle, P Christen, T Palpanas 2024 IEEE 40th International Conference on Data Engineering (ICDE), 3435-3448, 2024 | | 2024 |
| Streaming Data Collection With a Private Sketch-Based Protocol Y Li, X Lee, B Peng, T Palpanas, J Xue IEEE Internet of Things Journal, 2024 | | 2024 |
| Unlocking the potential of transformers in time series forecasting with sharpness-aware minimization and channel-wise attention R Ilbert, A Odonnat, V Feofanov, A Virmaux, G Paolo, T Palpanas, I Redko arXiv preprint arXiv:2402.10198, 2024 | 5 | 2024 |
| ADF & TransApp: A Transformer-Based Framework for Appliance Detection Using Smart Meter Consumption Series A Petralia, P Charpentier, T Palpanas arXiv preprint arXiv:2401.05381, 2023 | 1 | 2023 |
| Breaking Boundaries: Balancing Performance and Robustness in Deep Wireless Traffic Forecasting R Ilbert, TV Hoang, Z Zhang, T Palpanas Proceedings of the 2023 Workshop on Recent Advances in Resilient and …, 2023 | | 2023 |
| FARMYARD: A Generic GPU-based Pipeline for Feature Discovery from Massive Planetary LiDAR Data S Liang, A Lucas, S Porder, G Sainton, A Fournier, T Palpanas Authorea Preprints, 2023 | | 2023 |
| GSM: A generalized approach to Supervised Meta-blocking for scalable entity resolution L Gagliardelli, G Papadakis, G Simonini, S Bergamaschi, T Palpanas Information Systems, 102307, 2023 | | 2023 |
| Fresh: a lock-free data series index P Fatourou, E Kosmas, T Palpanas, G Paterakis 2023 42nd International Symposium on Reliable Distributed Systems (SRDS …, 2023 | 3 | 2023 |
| Privsketch: A private sketch-based frequency estimation protocol for data streams Y Li, X Lee, B Peng, T Palpanas, J Xue International Conference on Database and Expert Systems Applications, 147-163, 2023 | 3 | 2023 |
| Towards a Generic Framework for Mechanism-guided Deep Learning for Manufacturing Applications H Zhang, J Li, S Liang, P Wang, T Palpanas, C Wang, W Wang, H Zhou, ... Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | | 2023 |
| A critical re-evaluation of benchmark datasets for (deep) learning-based matching algorithms G Papadakis, N Kirielle, P Christen, T Palpanas arXiv preprint arXiv:2307.01231, 2023 | 8 | 2023 |
| Choose wisely: An extensive evaluation of model selection for anomaly detection in time series E Sylligardos, P Boniol, J Paparrizos, P Trahanias, T Palpanas Proceedings of the VLDB Endowment 16 (11), 3418-3432, 2023 | 11 | 2023 |
| ProS: data series progressive k-NN similarity search and classification with probabilistic quality guarantees K Echihabi, T Tsandilas, A Gogolou, A Bezerianos, T Palpanas The VLDB Journal 32 (4), 763-789, 2023 | 10 | 2023 |
| Appliance Detection Using Very Low-Frequency Smart Meter Time Series A Petralia, P Charpentier, P Boniol, T Palpanas Proceedings of the 14th ACM International Conference on Future Energy …, 2023 | 6 | 2023 |
| Dumpy: A compact and adaptive index for large data series collections Z Wang, Q Wang, P Wang, T Palpanas, W Wang Proceedings of the ACM on Management of Data 1 (1), 1-27, 2023 | 12 | 2023 |
| Seanet: A deep learning architecture for data series similarity search Q Wang, T Palpanas IEEE Transactions on Knowledge and Data Engineering 35 (12), 12972-12986, 2023 | 3 | 2023 |
Panayiotis TsaparasAssociate Professor, Department of Computer Science and Engineering, University of Ioannina, GreeceVerified email at cs.uoi.gr