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Emmanouil Krasanakis
Emmanouil Krasanakis
PostDoc reseacher, CERTH-ITI
Verificeret mail på iti.gr
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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
10682020
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
1892018
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
212021
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
202001
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, ...
182020
Boosted seed oversampling for local community ranking
E Krasanakis, E Schinas, S Papadopoulos, Y Kompatsiaris, A Symeonidis
Information Processing & Management 57 (2), 102053, 2020
122020
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
92022
Towards standardizing ai bias exploration
E Krasanakis, S Papadopoulos
arXiv preprint arXiv:2405.19022, 2024
42024
pygrank: A Python package for graph node ranking
E Krasanakis, S Papadopoulos, I Kompatsiaris, AL Symeonidis
SoftwareX 20, 101227, 2022
42022
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
42020
VenueRank: Identifying Venues that Contribute to Artist Popularity.
E Krasanakis, E Schinas, S Papadopoulos, Y Kompatsiaris, PA Mitkas
ISMIR, 702-708, 2018
42018
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
32022
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
32021
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
32020
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
22024
JGNN: Graph Neural Networks on native Java
E Krasanakis, S Papadopoulos, I Kompatsiaris
SoftwareX 23, 101459, 2023
22023
Graph neural network surrogates of fair graph filtering
E Krasanakis, S Papadopoulos
arXiv preprint arXiv:2303.08157, 2023
22023
Fast library recommendation in software dependency graphs with symmetric partially absorbing random walks
E Krasanakis, A Symeonidis
Future Internet 14 (5), 124, 2022
22022
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
22022
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
22017
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Artikler 1–20