Publications

Michael Loster, Ioannis Koumarelas, Felix Naumann (2021). Knowledge Transfer for Entity Resolution with Siamese Neural Networks. In ACM JDIQ 2021.

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Ioannis Koumarelas, Thorsten Papenbrock, Felix Naumann (2020). MDedup: Duplicate Detection with Matching Dependencies. In VLDB 2020.

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Ioannis Koumarelas, Lan Jiang, Felix Naumann (2020). Data Preparation for Duplicate Detection. In ACM JDIQ 2020.

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Philipp Schirmer, Thorsten Papenbrock, Ioannis Koumarelas, Felix Naumann (2020). Efficient Discovery of Matching Dependencies. In ACM TODS 2020.

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Ioannis Koumarelas, Axel Kroschk, Felix Naumann (2018). Experience: Enhancing Address Matching with Geocoding and Similarity Measure Selection. In ACM JDIQ 2018.

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Alberto Pietrangelo, Giovanni Simonini, Sonia Bergamaschi, Felix Naumann, Ioannis Koumarelas (2018). Towards Progressive Search-driven Entity Resolution. In SEDB 2018.

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Ioannis Koumarelas, Athanasios Naskos, Anastasios Gounaris (2018). Flexible Partitioning for Selective Binary Theta-Joins in a Massively Parallel Setting. In Distrib. Parallel Databases 2018.

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Ahmad Samiei, Ioannis Koumarelas, Michael Loster, Felix Naumann (2016). Combination of Rule-based and Textual Similarity Approaches to Match Financial Entities. In FEIII 2016.

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Ioannis Koumarelas, Athanasios Naskos, Anastasios Gounaris (2014). Binary Theta-Joins using MapReduce: Efficiency Analysis and Improvements. In EDBT/ICDT 2014.

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Christos Zigkolis, Savvas Karagiannidis, Ioannis Koumarelas, Athena Vakali (2013). Integrating similarity and dissimilarity notions in recommenders. In Expert Systems with Applications 2013.

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