Integrating similarity and dissimilarity notions in recommenders. - Christos Zigkolis; Savvas Karagiannidis; Ioannis K. Koumarelas; Athena Vakali (Expert Syst. Appl., 2013)

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

Combination of Rule-based and Textual Similarity Approaches to Match Financial Entities. - Ahmad Samiei; Ioannis K. Koumarelas; Michael Loster; Felix Naumann (DSMM@SIGMOD, 2016)

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

Flexible partitioning for selective binary theta-joins in a massively parallel setting. - Ioannis K. Koumarelas; Athanasios Naskos; Anastasios Gounaris (Distributed Parallel Databases, 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)

Data Preparation for Duplicate Detection. - Ioannis K. Koumarelas; Lan Jiang 001; Felix Naumann (ACM J. Data Inf. Qual., 2020)

MDedup: Duplicate Detection with Matching Dependencies. - Ioannis K. Koumarelas; Thorsten Papenbrock; Felix Naumann (Proc. VLDB Endow., 2020)

Efficient Discovery of Matching Dependencies. - Philipp Schirmer; Thorsten Papenbrock; Ioannis K. Koumarelas; Felix Naumann (ACM Trans. Database Syst., 2020)

Data preparation and domain-agnostic duplicate detection. - Ioannis K. Koumarelas (2020)

Knowledge Transfer for Entity Resolution with Siamese Neural Networks. - Michael Loster; Ioannis K. Koumarelas; Felix Naumann (ACM J. Data Inf. Qual., 2021)