| Indexing for interactive exploration of big data series K Zoumpatianos, S Idreos, T Palpanas Proceedings of the 2014 ACM SIGMOD international conference on Management of …, 2014 | 130 | 2014 |
| The lernaean hydra of data series similarity search: An experimental evaluation of the state of the art K Echihabi, K Zoumpatianos, T Palpanas, H Benbrahim arXiv preprint arXiv:2006.11454, 2020 | 128 | 2020 |
| Return of the lernaean hydra: Experimental evaluation of data series approximate similarity search K Echihabi, K Zoumpatianos, T Palpanas, H Benbrahim arXiv preprint arXiv:2006.11459, 2020 | 125 | 2020 |
| The data calculator: Data structure design and cost synthesis from first principles and learned cost models S Idreos, K Zoumpatianos, B Hentschel, MS Kester, D Guo Proceedings of the 2018 International Conference on Management of Data, 535-550, 2018 | 121 | 2018 |
| ADS: the adaptive data series index K Zoumpatianos, S Idreos, T Palpanas The VLDB Journal, 2016 | 106 | 2016 |
| Coconut: A scalable bottom-up approach for building data series indexes H Kondylakis, N Dayan, K Zoumpatianos, T Palpanas arXiv preprint arXiv:2006.13713, 2020 | 95 | 2020 |
| New Trends in High-D Vector Similarity Search: AI-driven, Progressive, and Distributed. K Echihabi, T Palpanas, K Zoumpatianos Proc. VLDB Endow. 14 (12), 3198-3201, 2021 | 68 | 2021 |
| Hercules against data series similarity search K Echihabi, P Fatourou, K Zoumpatianos, T Palpanas, H Benbrahim arXiv preprint arXiv:2212.13297, 2022 | 63 | 2022 |
| Data series management: Fulfilling the need for big sequence analytics K Zoumpatianos, T Palpanas 2018 IEEE 34th International Conference on Data Engineering (ICDE), 1677-1678, 2018 | 56 | 2018 |
| The periodic table of data structures S Idreos, K Zoumpatianos, M Athanassoulis, N Dayan, B Hentschel, ... | 46 | 2018 |
| RINSE: interactive data series exploration with ADS+ K Zoumpatianos, S Idreos, T Palpanas Proceedings of the VLDB Endowment 8 (12), 1912-1915, 2015 | 46 | 2015 |
| Data series management (dagstuhl seminar 19282) A Bagnall, RL Cole, T Palpanas, K Zoumpatianos Dagstuhl Reports 9 (7), 24-39, 2019 | 44 | 2019 |
| Coconut: sortable summarizations for scalable indexes over static and streaming data series: H. Kondylakis et al. H Kondylakis, N Dayan, K Zoumpatianos, T Palpanas The VLDB Journal 28 (6), 847-869, 2019 | 43 | 2019 |
| Query workloads for data series indexes K Zoumpatianos, Y Lou, T Palpanas, J Gehrke Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015 | 40 | 2015 |
| Generating data series query workloads: K. Zoumpatianos et al. K Zoumpatianos, Y Lou, I Ileana, T Palpanas, J Gehrke The VLDB Journal 27 (6), 823-846, 2018 | 39 | 2018 |
| A systematic approach for dynamic targeted monitoring of KPIs. A Maté, K Zoumpatianos, T Palpanas, J Trujillo, J Mylopoulos, E Koci CASCON, 192-206, 2014 | 37 | 2014 |
| Scalable machine learning on high-dimensional vectors: From data series to deep network embeddings K Echihabi, K Zoumpatianos, T Palpanas Proceedings of the 10th International Conference on Web Intelligence, Mining …, 2020 | 35 | 2020 |
| Learning Data Structure Alchemy. S Idreos, K Zoumpatianos, S Chatterjee, W Qin, A Wasay, B Hentschel, ... IEEE Data Eng. Bull. 42 (2), 47-58, 2019 | 35 | 2019 |
| Coconut palm: Static and streaming data series exploration now in your palm H Kondylakis, N Dayan, K Zoumpatianos, T Palpanas Proceedings of the 2019 International Conference on Management of Data, 1941 …, 2019 | 34 | 2019 |
| High-dimensional similarity search for scalable data science K Echihabi, K Zoumpatianos, T Palpanas 2021 IEEE 37th international conference on data engineering (ICDE), 2369-2372, 2021 | 33 | 2021 |
