Concepedia

Georgios Siolas

GS

Statistics

Publications

10

Citations

524

H-Index

10

Active since

2000

Affiliations

National Technical University of Athens(Current)

Georgios Siolas is an author at National Technical University of Athens specializing in engineering, data science, and text mining.

Top concepts

EngineeringData ScienceText MiningInformation RetrievalLanguageData MiningLinguisticsKnowledge DiscoveryPattern RecognitionComputational Linguistics

Publications per year

2000–2020

10

Publications

10

A transformer-based approach to irony and sarcasm detection

Rolandos Alexandros Potamias, Georgios Siolas, Andreas Stafylopatis · Neural Computing and Applications · 2020 · 256 citations · Full text

Engineering, Communication, Multimodal Sentiment Analysis +21

Support Vector Machines based on a semantic kernel for text categorization

Georgios Siolas, Florence d’Alché–Buc · 2000 · 130 citations

Engineering, Semantic Kernel, Radial Basis Kernels +20

Exploiting Wikipedia Knowledge for Conceptual Hierarchical Clustering of Documents

Gerasimos Spanakis, Georgios Siolas, Andreas Stafylopatis · The Computer Journal · 2011 · 29 citations · Full text

Enhancing social collaborative filtering through the application of non-negative matrix factorization and exponential random graph models

Georgios Alexandridis, Georgios Siolas, Andreas Stafylopatis · Data Mining and Knowledge Discovery · 2017 · 26 citations

Computational Social Science, Non-negative Matrix Factorization, Engineering +13

Relevance feedback approach for image retrieval combining support vector machines and adapted Gaussian mixture models

Apostolos Marakakis, Georgios Siolas, Nikolaos Galatsanos et al. · IET Image Processing · 2011 · 16 citations · Full text

Engineering, Machine Learning, Image Retrieval +18

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