Konstantinos Skianis

Author

Laboratoire d'Informatique de l'École Polytechnique ORCID

Also Known As

Konstantinos Skianis, Konstantinos, Skianis, Skianis, Konstantinos

Publications

342

Citations

H-Index

Concepts

All Affiliations

Laboratoire d'Informatique de l'École Polytechnique École Polytechnique Athens University of Economics and Business CentraleSupélec

About

Konstantinos Skianis is an author at Laboratoire d'Informatique de l'École Polytechnique specializing in data science, engineering, and knowledge discovery.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	7	7	206
2	Computer Science	5	5	132
3	Business	1	1	29
4	Language Studies	1	1	54
5	Management	1	1	23

Konstantinos Skianis

Publications

297

Citations

H-Index

Page 1

	Year	Citations
Graph-Based Term Weighting for Text Categorization Fragkiskos D. Malliaros, Konstantinos Skianis EngineeringGraph-based Term WeightingCorpus LinguisticsSentiment AnalysisText Mining	2015	54
On the Trade-off between Over-smoothing and Over-squashing in Deep Graph Neural Networks Jhony H. Giraldo, Konstantinos Skianis, Thierry Bouwmans, Geometric LearningGraph SparsityGraph Neural NetworksImage AnalysisGraph Theory	2023	43
GraKeL: A Graph Kernel Library in Python Giannis Siglidis, Giannis Nikolentzos, Stratis Limnios, arXiv (Cornell University) EngineeringMachine LearningStructural Pattern RecognitionNetwork AnalysisGraph Signal Processing	2018	29
GoWvis: A Web Application for Graph-of-Words-based Text Visualization and Summarization Antoine J.‐P. Tixier, Konstantinos Skianis, Michalis Vazirgiannis	2016	27
Fusing Document, Collection and Label Graph-based Representations with Word Embeddings for Text Classification Konstantinos Skianis, Fragkiskos D. Malliaros, Michalis Vazirgiannis	2018	27
Data Aging Matters: Federated Learning-Based Consumption Prediction in Smart Homes via Age-Based Model Weighting Konstantinos Skianis, Anastasios Giannopoulos, Panagiotis K. Gkonis, Electronics EngineeringMachine LearningSmart CityFederated StructureData Aging Matters	2023	23
Regularizing Text Categorization with Clusters of Words Konstantinos Skianis, François Rousseau, Michalis Vazirgiannis Document ClusteringEngineeringInformation RetrievalData ScienceData Mining	2016	20
Rep the Set: Neural Networks for Learning Set Representations Konstantinos Skianis, Nikolentzos Giannis, Limnios Stratis, arXiv (Cornell University) Structured PredictionGeometric LearningEngineeringMachine LearningGraph Classification	2019	20
Rep the Set: Neural Networks for Learning Set Representations Konstantinos Skianis, Giannis Nikolentzos, Stratis Limnios, International Conference on Artificial Intelligence and Statistics Structured PredictionGeometric LearningEngineeringMachine LearningGraph Classification	2020	17
Predicting COVID-19 positivity and hospitalization with multi-scale graph neural networks Konstantinos Skianis, Giannis Nikolentzos, B. Gallix, Scientific Reports	2023	14

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