| MDedup: Duplicate detection with matching dependencies loannis Koumarelas, T Papenbrock, F Naumann Proceedings of the VLDB Endowment 13 (5), 712-725, 2020 | 31 | 2020 |
| Efficient discovery of matching dependencies P Schirmer, T Papenbrock, I Koumarelas, F Naumann ACM Transactions on Database Systems (TODS) 45 (3), 1-33, 2020 | 28 | 2020 |
| Data preparation for duplicate detection I Koumarelas, L Jiang, F Naumann Journal of Data and Information Quality (JDIQ) 12 (3), 1-24, 2020 | 28 | 2020 |
| Experience: Enhancing address matching with geocoding and similarity measure selection I Koumarelas, A Kroschk, C Mosley, F Naumann Journal of Data and Information Quality (JDIQ) 10 (2), 1-16, 2018 | 28 | 2018 |
| Knowledge transfer for entity resolution with siamese neural networks M Loster, I Koumarelas, F Naumann Journal of Data and Information Quality (JDIQ) 13 (1), 1-25, 2021 | 23 | 2021 |
| Binary Theta-Joins using MapReduce: Efficiency Analysis and Improvements. IK Koumarelas, A Naskos, A Gounaris EDBT/ICDT Workshops, 6-9, 2014 | 11 | 2014 |
| Flexible partitioning for selective binary theta-joins in a massively parallel setting I Koumarelas, A Naskos, A Gounaris Distributed and Parallel Databases 36, 301-337, 2018 | 6 | 2018 |
| Towards Progressive Search-driven Entity Resolution. A Pietrangelo, G Simonini, S Bergamaschi, F Naumann, IK Koumarelas SEBD, 2018 | 5 | 2018 |
| Integrating similarity and dissimilarity notions in recommenders C Zigkolis, S Karagiannidis, I Koumarelas, A Vakali Expert systems with applications 40 (13), 5132-5147, 2013 | 5 | 2013 |
| Combination of rule-based and textual similarity approaches to match financial entities A Samiei, I Koumarelas, M Loster, F Naumann Proceedings of the Second International Workshop on Data Science for Macro …, 2016 | 1 | 2016 |
| Data preparation and domain-agnostic duplicate detection I Koumarelas Hasso Plattner Institute, University of Potsdam, 2021 | | 2021 |
| Towards Progressive Search-driven Entity Resolution—discussion paper— A Pietrangelo, G Simonini, S Bergamaschi, I Koumarelas, F Naumann | | |
