Concepedia

Giannis Nikolentzos

GN

Statistics

Publications

17

Citations

724

H-Index

14

Active since

2017

Affiliations

École Polytechnique(Current)

Laboratoire d'Informatique de l'École Polytechnique

Athens University of Economics and Business

Athena Research and Innovation Center In Information Communication & Knowledge Technologies

Polytechnique Montréal

Giannis Nikolentzos is an author at École Polytechnique specializing in engineering, data science, and knowledge discovery.

Top concepts

EngineeringData ScienceKnowledge DiscoveryComputer ScienceData MiningPattern RecognitionGraph TheoryBusinessGraph ProcessingMachine Learning

Publications per year

2017–2024

17

Publications

17

Matching Node Embeddings for Graph Similarity

Giannis Nikolentzos, Polykarpos Meladianos, Michalis Vazirgiannis · Proceedings of the AAAI Conference on Artificial Intelligence · 2017 · 197 citations · Full text

Engineering, Machine Learning, Structural Pattern Recognition +21

Degeneracy-Based Real-Time Sub-Event Detection in Twitter Stream

Polykarpos Meladianos, Giannis Nikolentzos, François Rousseau et al. · Proceedings of the International AAAI Conference on Web and Social Media · 2021 · 89 citations · Full text

Engineering, Social Medium Monitoring, Communication +18

Graph Kernels: A Survey

Giannis Nikolentzos, Giannis Siglidis, Michalis Vazirgiannis · Journal of Artificial Intelligence Research · 2021 · 84 citations · Full text

Engineering, Machine Learning, Structural Pattern Recognition +17

A Degeneracy Framework for Graph Similarity

Giannis Nikolentzos, Polykarpos Meladianos, Stratis Limnios et al. · 2018 · 58 citations · Full text

Core-based Kernels, Graph Representation Learning, Engineering +20

Shortest-Path Graph Kernels for Document Similarity

Giannis Nikolentzos, Polykarpos Meladianos, François Rousseau et al. · 2017 · 52 citations · Full text

Engineering, Structural Pattern Recognition, Similarity Measure +19

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