Ioannis Koumarelas, PhD
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    • Knowledge Transfer for Entity Resolution with Siamese Neural Networks
    • MDedup: Duplicate Detection with Matching Dependencies
    • Data Preparation for Duplicate Detection
    • Efficient Discovery of Matching Dependencies
    • Experience: Enhancing Address Matching with Geocoding and Similarity Measure Selection
    • Flexible Partitioning for Selective Binary Theta-Joins in a Massively Parallel Setting
    • Towards Progressive Search-driven Entity Resolution
    • Combination of Rule-based and Textual Similarity Approaches to Match Financial Entities
    • Binary Theta-Joins using MapReduce: Efficiency Analysis and Improvements
    • Integrating similarity and dissimilarity notions in recommenders
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Nov 25, 2025 · 1 min read
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Last updated on Nov 25, 2025
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Ioannis Koumarelas, PhD
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Ioannis Koumarelas, PhD
Machine Learning Engineer
PhD in Data Quality

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