Ioannis K. Koumarelas

Publication Activity (10 Years)

Years Active: 2013-2021
Publications (10 Years): 8

Top Topics

Pairwise Similarities

Entity Resolution

Pattern Matching

Massively Parallel

Top Venues

ACM J. Data Inf. Qual.

Proc. VLDB Endow.

Distributed Parallel Databases

ACM Trans. Database Syst.

Publications

Michael Loster, Ioannis K. Koumarelas, Felix Naumann
Knowledge Transfer for Entity Resolution with Siamese Neural Networks. ACM J. Data Inf. Qual. 13 (1) (2021)
Philipp Schirmer, Thorsten Papenbrock, Ioannis K. Koumarelas, Felix Naumann
Efficient Discovery of Matching Dependencies. ACM Trans. Database Syst. 45 (3) (2020)
Ioannis K. Koumarelas, Thorsten Papenbrock, Felix Naumann
MDedup: Duplicate Detection with Matching Dependencies. Proc. VLDB Endow. 13 (5) (2020)
Ioannis K. Koumarelas, Lan Jiang, Felix Naumann
Data Preparation for Duplicate Detection. ACM J. Data Inf. Qual. 12 (3) (2020)
Ioannis K. Koumarelas, Axel Kroschk, Clifford Mosley, Felix Naumann
Experience: Enhancing Address Matching with Geocoding and Similarity Measure Selection. ACM J. Data Inf. Qual. 10 (2) (2018)
Ioannis K. Koumarelas, Athanasios Naskos, Anastasios Gounaris
Flexible partitioning for selective binary theta-joins in a massively parallel setting. Distributed Parallel Databases 36 (2) (2018)
Alberto Pietrangelo, Giovanni Simonini, Sonia Bergamaschi, Felix Naumann, Ioannis K. Koumarelas
Towards Progressive Search-driven Entity Resolution. SEBD (2018)
Ahmad Samiei, Ioannis K. Koumarelas, Michael Loster, Felix Naumann
Combination of Rule-based and Textual Similarity Approaches to Match Financial Entities. DSMM@SIGMOD (2016)
Ioannis K. Koumarelas, Athanasios Naskos, Anastasios Gounaris
Binary Theta-Joins using MapReduce: Efficiency Analysis and Improvements. EDBT/ICDT Workshops (2014)
Christos Zigkolis, Savvas Karagiannidis, Ioannis K. Koumarelas, Athena Vakali
Integrating similarity and dissimilarity notions in recommenders. Expert Syst. Appl. 40 (13) (2013)