Bias in data‐driven artificial intelligence systems—An introductory survey E Ntoutsi, P Fafalios, U Gadiraju, V Iosifidis, W Nejdl, ME Vidal, S Ruggieri, ... Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 10 (3 …, 2020 | 1068 | 2020 |
Adaptive sensitive reweighting to mitigate bias in fairness-aware classification E Krasanakis, E Spyromitros-Xioufis, S Papadopoulos, Y Kompatsiaris Proceedings of the 2018 world wide web conference, 853-862, 2018 | 189 | 2018 |
Applying fairness constraints on graph node ranks under personalization bias E Krasanakis, S Papadopoulos, I Kompatsiaris Complex Networks & Their Applications IX: Volume 2, Proceedings of the Ninth …, 2021 | 21 | 2021 |
Bias in data-driven AI systems-an introductory survey E Ntoutsi, P Fafalios, U Gadiraju, V Iosifidis, W Nejdl, M Vidal, S Ruggieri, ... arXiv preprint arXiv:2001.09762, 2001 | 20 | 2001 |
Bias in data-driven artificial intelligence systems–an introductory survey. WIREs Data Min Knowl Discov 10 (3): e1356 E Ntoutsi, P Fafalios, U Gadiraju, V Iosifidis, W Nejdl, ME Vidal, S Ruggieri, ... | 18 | 2020 |
Boosted seed oversampling for local community ranking E Krasanakis, E Schinas, S Papadopoulos, Y Kompatsiaris, A Symeonidis Information Processing & Management 57 (2), 102053, 2020 | 12 | 2020 |
p2pgnn: A decentralized graph neural network for node classification in peer-to-peer networks E Krasanakis, S Papadopoulos, I Kompatsiaris IEEE Access 10, 34755-34765, 2022 | 9 | 2022 |
Towards standardizing ai bias exploration E Krasanakis, S Papadopoulos arXiv preprint arXiv:2405.19022, 2024 | 4 | 2024 |
pygrank: A Python package for graph node ranking E Krasanakis, S Papadopoulos, I Kompatsiaris, AL Symeonidis SoftwareX 20, 101227, 2022 | 4 | 2022 |
Stopping personalized PageRank without an error tolerance parameter E Krasanakis, S Papadopoulos, I Kompatsiaris 2020 IEEE/ACM International Conference on Advances in Social Networks …, 2020 | 4 | 2020 |
VenueRank: Identifying Venues that Contribute to Artist Popularity. E Krasanakis, E Schinas, S Papadopoulos, Y Kompatsiaris, PA Mitkas ISMIR, 702-708, 2018 | 4 | 2018 |
A graph diffusion scheme for decentralized content search based on personalized pagerank N Giatsoglou, E Krasanakis, S Papadopoulos, I Kompatsiaris 2022 IEEE 42nd International Conference on Distributed Computing Systems …, 2022 | 3 | 2022 |
Defining behaviorizeable relations to enable inference in semi-automatic program synthesis E Krasanakis, A Symeonidis Journal of Logical and Algebraic Methods in Programming 123, 100714, 2021 | 3 | 2021 |
LinkAUC: unsupervised evaluation of multiple network node ranks using link prediction E Krasanakis, S Papadopoulos, Y Kompatsiaris Complex Networks and Their Applications VIII: Volume 1 Proceedings of the …, 2020 | 3 | 2020 |
Studying bias in visual features through the lens of optimal transport S Fabbrizzi, X Zhao, E Krasanakis, S Papadopoulos, E Ntoutsi Data Mining and Knowledge Discovery 38 (1), 281-312, 2024 | 2 | 2024 |
JGNN: Graph Neural Networks on native Java E Krasanakis, S Papadopoulos, I Kompatsiaris SoftwareX 23, 101459, 2023 | 2 | 2023 |
Graph neural network surrogates of fair graph filtering E Krasanakis, S Papadopoulos arXiv preprint arXiv:2303.08157, 2023 | 2 | 2023 |
Fast library recommendation in software dependency graphs with symmetric partially absorbing random walks E Krasanakis, A Symeonidis Future Internet 14 (5), 124, 2022 | 2 | 2022 |
Helios. TALK: A decentralised messaging framework that preserves the privacy of users I Sarridis, V Gkatziaki, E Krasanakis, N Giatsoglou, N Sarris, ... Open Research Europe 2, 29, 2022 | 2 | 2022 |
Tunable plug-in rules with reduced posterior certainty loss in imbalanced datasets E Krasanakis, E Spyromitros-Xioufis, S Papadopoulos, Y Kompatsiaris First International Workshop on Learning with Imbalanced Domains: Theory and …, 2017 | 2 | 2017 |