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Ioannis Koumarelas
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Year
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
262018
MDedup: Duplicate detection with matching dependencies
loannis Koumarelas, T Papenbrock, F Naumann
Proceedings of the VLDB Endowment 13 (5), 712-725, 2020
232020
Data Preparation for Duplicate Detection
I Koumarelas, L Jiang, F Naumann
Journal of Data and Information Quality (JDIQ) 12 (3), 1-24, 2020
222020
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
202021
Efficient discovery of matching dependencies
P Schirmer, T Papenbrock, I Koumarelas, F Naumann
ACM Transactions on Database Systems (TODS) 45 (3), 1-33, 2020
162020
Binary Theta-Joins using MapReduce: Efficiency Analysis and Improvements.
IK Koumarelas, A Naskos, A Gounaris
EDBT/ICDT Workshops, 6-9, 2014
112014
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
52018
Integrating similarity and dissimilarity notions in recommenders
C Zigkolis, S Karagiannidis, I Koumarelas, A Vakali
Expert systems with applications 40 (13), 5132-5147, 2013
52013
Towards Progressive Search-driven Entity Resolution.
A Pietrangelo, G Simonini, S Bergamaschi, F Naumann, IK Koumarelas
SEBD, 2018
42018
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
12016
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
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Articles 1–12