Emmanouil Krasanakis

SoftwareX, July, 2023

Graph Neural Network Surrogates of Fair Graph Filtering.

[BibT_eX]

[DOI]

CoRR, 2023

2022

pygrank: A Python package for graph node ranking.

[BibT_eX]

[DOI]

SoftwareX, December, 2022

Fast Library Recommendation in Software Dependency Graphs with Symmetric Partially Absorbing Random Walks.

[BibT_eX]

[DOI]

Future Internet, 2022

p2pGNN: A Decentralized Graph Neural Network for Node Classification in Peer-to-Peer Networks.

[BibT_eX]

[DOI]

IEEE Access, 2022

A Graph Diffusion Scheme for Decentralized Content Search based on Personalized PageRank.

[BibT_eX]

[DOI]

Proceedings of the 42nd IEEE International Conference on Distributed Computing Systems, 2022

AutoGF: Runtime Graph Filter Tuning for Community Node Ranking.

[BibT_eX]

[DOI]

Proceedings of the Complex Networks and Their Applications XI, 2022

2021

Defining behaviorizeable relations to enable inference in semi-automatic program synthesis.

[BibT_eX]

[DOI]

J. Log. Algebraic Methods Program., 2021

Prior Signal Editing for Graph Filter Posterior Fairness Constraints.

[BibT_eX]

[DOI]

CoRR, 2021

2020

Bias in data-driven artificial intelligence systems - An introductory survey.

[BibT_eX]

[DOI]

WIREs Data Mining Knowl. Discov., 2020

Boosted seed oversampling for local community ranking.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2020

Bias in Data-driven AI Systems - An Introductory Survey.

[BibT_eX]

[DOI]

CoRR, 2020

Unsupervised evaluation of multiple node ranks by reconstructing local structures.

[BibT_eX]

[DOI]

Appl. Netw. Sci., 2020

Applying Fairness Constraints on Graph Node Ranks Under Personalization Bias.

[BibT_eX]

[DOI]

Proceedings of the Complex Networks & Their Applications IX, 2020

Stopping Personalized PageRank without an Error Tolerance Parameter.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2020

2019

LinkAUC: Unsupervised Evaluation of Multiple Network Node Ranks Using Link Prediction.

[BibT_eX]

[DOI]

Proceedings of the Complex Networks and Their Applications VIII, 2019

2018

Adaptive Sensitive Reweighting to Mitigate Bias in Fairness-aware Classification.

[BibT_eX]

[DOI]

Eleftherios Spyromitros Xioufis

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

VenueRank: Identifying Venues that Contribute to Artist Popularity.

[BibT_eX]

[DOI]

Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

2017

Tunable Plug-In Rules with Reduced Posterior Certainty Loss in Imbalanced Datasets.

[BibT_eX]

[DOI]

Eleftherios Spyromitros Xioufis