Ioannis K. Koumarelas

According to our database, Ioannis K. Koumarelas authored at least 11 papers between 2013 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Knowledge Transfer for Entity Resolution with Siamese Neural Networks.

Michael Loster, Ioannis K. Koumarelas, Felix Naumann

ACM J. Data Inf. Qual., 2021

2020

Data preparation and domain-agnostic duplicate detection.

Ioannis K. Koumarelas

PhD thesis, 2020

Efficient Discovery of Matching Dependencies.

Philipp Schirmer, Thorsten Papenbrock, Ioannis K. Koumarelas, Felix Naumann

ACM Trans. Database Syst., 2020

MDedup: Duplicate Detection with Matching Dependencies.

Ioannis K. Koumarelas, Thorsten Papenbrock, Felix Naumann

Proc. VLDB Endow., 2020

Data Preparation for Duplicate Detection.

Ioannis K. Koumarelas, Lan Jiang, Felix Naumann

ACM J. Data Inf. Qual., 2020

2018

Experience: Enhancing Address Matching with Geocoding and Similarity Measure Selection.

Ioannis K. Koumarelas, Axel Kroschk, Clifford Mosley, Felix Naumann

ACM J. Data Inf. Qual., 2018

Flexible partitioning for selective binary theta-joins in a massively parallel setting.

Ioannis K. Koumarelas, Athanasios Naskos, Anastasios Gounaris

Distributed Parallel Databases, 2018

Towards Progressive Search-driven Entity Resolution.

Alberto Pietrangelo, Giovanni Simonini, Sonia Bergamaschi, Felix Naumann, Ioannis K. Koumarelas

Proceedings of the 26th Italian Symposium on Advanced Database Systems, 2018

2016

Combination of Rule-based and Textual Similarity Approaches to Match Financial Entities.

Ahmad Samiei, Ioannis K. Koumarelas, Michael Loster, Felix Naumann

Proceedings of the Second International Workshop on Data Science for Macro-Modeling, 2016

2014

Binary Theta-Joins using MapReduce: Efficiency Analysis and Improvements.

Ioannis K. Koumarelas, Athanasios Naskos, Anastasios Gounaris

Proceedings of the Workshops of the EDBT/ICDT 2014 Joint Conference (EDBT/ICDT 2014), 2014

2013

Integrating similarity and dissimilarity notions in recommenders.

Christos Zigkolis, Savvas Karagiannidis, Ioannis K. Koumarelas, Athena Vakali

Expert Syst. Appl., 2013