4 citations · 4 across the 5 of their papers we have counts for
5 papers
On Explaining Unfairness: An Overview
Christos Fragkathoulas, Vasiliki Papanikou, Danae Pla Karidi +1
Algorithmic fairness and explainability are foundational elements for achieving responsible AI. In this paper, we focus on their interplay, a research area that is recently receivi…
The GraphTempo Framework for Exploring the Evolution of a Graph through Pattern Aggregation
Evangelia Tsoukanara, Georgia Koloniari, Evaggelia Pitoura +1
When the focus is on the relationships or interactions between entities, graphs offer an intuitive model for many real-world data. Such graphs are usually large and change over tim…
Skyline-based exploration of temporal property graphs
Evangelia Tsoukanara, Georgia Koloniari, Evaggelia Pitoura
In this paper, we focus on temporal property graphs, that is, property graphs whose labeled nodes and edges as well as the values of the properties associated with them may change…
TempoGRAPHer: Aggregation Based Temporal Graph Exploration
Evangelia Tsoukanara, Georgia Koloniari, Evaggelia Pitoura
Graphs offer a generic abstraction for modeling entities, and the interactions and relationships between them. Most real world graphs, such as social and cooperation networks evolv…
Boosting Nodes for Improving the Spread of Influence
Konstantinos Liontis, Evaggelia Pitoura
Information diffusion in networks has received a lot of recent attention. Most previous work addresses the influence maximization problem of selecting an appropriate set of seed no…