Emmanouil Krasanakis

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 27

Top Topics

Mutual Reinforcement

Pagerank Algorithm

Top Venues

COMPLEX NETWORKS (2)

Data Min. Knowl. Discov.

Publications

Emmanouil Krasanakis, Symeon Papadopoulos
Towards Standardizing AI Bias Exploration. CoRR (2024)
Emmanouil Krasanakis, Andreas L. Symeonidis
Forward-Oriented Programming: A meta-DSL for fast development of component libraries. Inf. Softw. Technol. 171 (2024)
Simone Fabbrizzi, Xuan Zhao, Emmanouil Krasanakis, Symeon Papadopoulos, Eirini Ntoutsi
Studying bias in visual features through the lens of optimal transport. Data Min. Knowl. Discov. 38 (1) (2024)
Emmanouil Krasanakis, Symeon Papadopoulos
Evaluating AI Group Fairness: a Fuzzy Logic Perspective. CoRR (2024)
Simone Fabbrizzi, Xuan Zhao, Emmanouil Krasanakis, Symeon Papadopoulos, Eirini Ntoutsi
Correction to: Studying bias in visual features through the lens of optimal transport. Data Min. Knowl. Discov. 38 (1) (2024)
Emmanouil Krasanakis, Symeon Papadopoulos, Ioannis Kompatsiaris
JGNN: Graph Neural Networks on native Java. SoftwareX 23 (2023)
Emmanouil Krasanakis, Symeon Papadopoulos
Graph Neural Network Surrogates of Fair Graph Filtering. CoRR (2023)
Emmanouil Krasanakis, Symeon Papadopoulos, Ioannis Kompatsiaris
AutoGF: Runtime Graph Filter Tuning for Community Node Ranking. COMPLEX NETWORKS (2) (2022)
Emmanouil Krasanakis, Symeon Papadopoulos, Ioannis Kompatsiaris, Andreas L. Symeonidis
pygrank: A Python package for graph node ranking. SoftwareX 20 (2022)
Nikolaos Giatsoglou, Emmanouil Krasanakis, Symeon Papadopoulos, Ioannis Kompatsiaris
A Graph Diffusion Scheme for Decentralized Content Search based on Personalized PageRank. CoRR (2022)
Emmanouil Krasanakis, Symeon Papadopoulos, Ioannis Kompatsiaris
p2pGNN: A Decentralized Graph Neural Network for Node Classification in Peer-to-Peer Networks. IEEE Access 10 (2022)
Nikolaos Giatsoglou, Emmanouil Krasanakis, Symeon Papadopoulos, Ioannis Kompatsiaris
A Graph Diffusion Scheme for Decentralized Content Search based on Personalized PageRank. ICDCS Workshops (2022)
Emmanouil Krasanakis, Andreas L. Symeonidis
Fast Library Recommendation in Software Dependency Graphs with Symmetric Partially Absorbing Random Walks. Future Internet 14 (5) (2022)
Emmanouil Krasanakis, Andreas L. Symeonidis
Defining behaviorizeable relations to enable inference in semi-automatic program synthesis. J. Log. Algebraic Methods Program. 123 (2021)
Emmanouil Krasanakis, Symeon Papadopoulos, Ioannis Kompatsiaris, Andreas L. Symeonidis
pygrank: A Python Package for Graph Node Ranking. CoRR (2021)
Emmanouil Krasanakis, Symeon Papadopoulos, Ioannis Kompatsiaris, Andreas L. Symeonidis
Prior Signal Editing for Graph Filter Posterior Fairness Constraints. CoRR (2021)
Emmanouil Krasanakis, Symeon Papadopoulos, Ioannis Kompatsiaris
p2pGNN: A Decentralized Graph Neural Network for Node Classification in Peer-to-Peer Networks. CoRR (2021)
Emmanouil Krasanakis, Symeon Papadopoulos, Yiannis Kompatsiaris
Unsupervised evaluation of multiple node ranks by reconstructing local structures. Appl. Netw. Sci. 5 (1) (2020)
Emmanouil Krasanakis, Symeon Papadopoulos, Ioannis Kompatsiaris
Applying Fairness Constraints on Graph Node Ranks Under Personalization Bias. COMPLEX NETWORKS (2) (2020)
Emmanouil Krasanakis, Emmanouil Schinas, Symeon Papadopoulos, Yiannis Kompatsiaris, Andreas L. Symeonidis
Boosted seed oversampling for local community ranking. Inf. Process. Manag. 57 (2) (2020)
Eirini Ntoutsi, Pavlos Fafalios, Ujwal Gadiraju, Vasileios Iosifidis, Wolfgang Nejdl, Maria-Esther Vidal, Salvatore Ruggieri, Franco Turini, Symeon Papadopoulos, Emmanouil Krasanakis, Ioannis Kompatsiaris, Katharina Kinder-Kurlanda, Claudia Wagner, Fariba Karimi, Miriam Fernández, Harith Alani, Bettina Berendt, Tina Kruegel, Christian Heinze, Klaus Broelemann, Gjergji Kasneci, Thanassis Tiropanis, Steffen Staab
Bias in data-driven artificial intelligence systems - An introductory survey. WIREs Data Mining Knowl. Discov. 10 (3) (2020)
Emmanouil Krasanakis, Symeon Papadopoulos, Ioannis Kompatsiaris
Stopping Personalized PageRank without an Error Tolerance Parameter. ASONAM (2020)
Eirini Ntoutsi, Pavlos Fafalios, Ujwal Gadiraju, Vasileios Iosifidis, Wolfgang Nejdl, Maria-Esther Vidal, Salvatore Ruggieri, Franco Turini, Symeon Papadopoulos, Emmanouil Krasanakis, Ioannis Kompatsiaris, Katharina Kinder-Kurlanda, Claudia Wagner, Fariba Karimi, Miriam Fernández, Harith Alani, Bettina Berendt, Tina Kruegel, Christian Heinze, Klaus Broelemann, Gjergji Kasneci, Thanassis Tiropanis, Steffen Staab
Bias in Data-driven AI Systems - An Introductory Survey. CoRR (2020)
Emmanouil Krasanakis, Symeon Papadopoulos, Yiannis Kompatsiaris
LinkAUC: Unsupervised Evaluation of Multiple Network Node Ranks Using Link Prediction. COMPLEX NETWORKS (1) (2019)
Emmanouil Krasanakis, Emmanouil Schinas, Symeon Papadopoulos, Yiannis Kompatsiaris, Pericles A. Mitkas
VenueRank: Identifying Venues that Contribute to Artist Popularity. ISMIR (2018)
Emmanouil Krasanakis, Eleftherios Spyromitros Xioufis, Symeon Papadopoulos, Yiannis Kompatsiaris
Adaptive Sensitive Reweighting to Mitigate Bias in Fairness-aware Classification. WWW (2018)
Emmanouil Krasanakis, Eleftherios Spyromitros Xioufis, Symeon Papadopoulos, Yiannis Kompatsiaris
Tunable Plug-In Rules with Reduced Posterior Certainty Loss in Imbalanced Datasets. LIDTA@PKDD/ECML (2017)