Search Results for author: Evaggelia Pitoura

Found 3 papers, 1 papers with code

On Explaining Unfairness: An Overview

no code implementations16 Feb 2024 Christos Fragkathoulas, Vasiliki Papanikou, Danae Pla Karidi, Evaggelia Pitoura

Algorithmic fairness and explainability are foundational elements for achieving responsible AI.

Fairness

FairER: Entity Resolution with Fairness Constraints

1 code implementation CIKM 2021 Vasilis Efthymiou, Kostas Stefanidis, Evaggelia Pitoura, Vassilis Christophides

One of the most critical tasks for improving data quality and increasing the reliability of data analytics is Entity Resolution (ER), which aims to identify different descriptions that refer to the same real-world entity.

Entity Resolution Fairness

A Hybrid Approach to Temporal Pattern Matching

no code implementations6 Jan 2020 Konstantinos Semertzidis, Evaggelia Pitoura

The primary objective of graph pattern matching is to find all appearances of an input graph pattern query in a large data graph.

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