Georgios Siolas

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 19

Top Topics

Ensemble Classifier

Imbalanced Data

Top Venues

SemEval@NAACL-HLT

Publications

Vassilis Lyberatos, Paraskevi-Antonia Theofilou, Jason Liartis, Georgios Siolas
Synergy of Machine and Deep Learning Models for Multi-Painter Recognition. CoRR (2023)
Dimitra Koumoutsou, Eleni Charou, Georgios Siolas, Giorgos Stamou
Class-Wise Principal Component Analysis for hyperspectral image feature extraction. CoRR (2021)
Ioannis Koulierakis, Georgios Siolas, Eleni Efthimiou, Stavroula-Evita Fotinea, Andreas-Georgios Stafylopatis
Sign boundary and hand articulation feature recognition in Sign Language videos. Mach. Transl. 35 (3) (2021)
Michail Chatzianastasis, George Dasoulas, Georgios Siolas, Michalis Vazirgiannis
Graph-based Neural Architecture Search with Operation Embeddings. ICCVW (2021)
Georgios Stratogiannis, Panagiotis Kouris, Georgios Alexandridis, Georgios Siolas, Giorgos Stamou, Andreas Stafylopatis
Semantic enrichment of documents: a classification perspective for ontology-based imbalanced semantic descriptions. Knowl. Inf. Syst. 63 (11) (2021)
Rolandos Alexandros Potamias, Georgios Siolas, Andreas-Georgios Stafylopatis
A Robust Deep Ensemble Classifier for Figurative Language Detection. CoRR (2021)
Michail Chatzianastasis, George Dasoulas, Georgios Siolas, Michalis Vazirgiannis
Operation Embeddings for Neural Architecture Search. CoRR (2021)
Rolandos Alexandros Potamias, Georgios Siolas, Andreas-Georgios Stafylopatis
A transformer-based approach to irony and sarcasm detection. Neural Comput. Appl. 32 (23) (2020)
Anastasios Arsenos, Georgios Siolas
NTUAAILS at SemEval-2020 Task 11: Propaganda Detection and Classification with biLSTMs and ELMo. SemEval@COLING (2020)
Andrianna Polydouri, Eleni Vathi, Georgios Siolas, Andreas Stafylopatis
An efficient classification approach in imbalanced datasets for intrinsic plagiarism detection. Evol. Syst. 11 (3) (2020)
Rolandos Alexandros Potamias, Georgios Siolas, Andreas-Georgios Stafylopatis
A Transformer-based approach to Irony and Sarcasm detection. CoRR (2019)
Rolandos Alexandros Potamias, Alexandros Neofytou, Georgios Siolas
NTUA-ISLab at SemEval-2019 Task 9: Mining Suggestions in the wild. SemEval@NAACL-HLT (2019)
Rolandos Alexandros Potamias, Georgios Siolas
NTUA-ISLab at SemEval-2019 Task 3: Determining emotions in contextual conversations with deep learning. SemEval@NAACL-HLT (2019)
Rolandos Alexandros Potamias, Georgios Siolas, Andreas Stafylopatis
A Robust Deep Ensemble Classifier for Figurative Language Detection. EANN (2019)
Georgios Alexandridis, Georgios Siolas, Andreas Stafylopatis
Enhancing social collaborative filtering through the application of non-negative matrix factorization and exponential random graph models. Data Min. Knowl. Discov. 31 (4) (2017)
Eleni Vathi, Georgios Siolas, Andreas Stafylopatis
Mining and categorizing interesting topics in Twitter communities. J. Intell. Fuzzy Syst. 32 (2) (2017)
Andrianna Polydouri, Georgios Siolas, Andreas Stafylopatis
Intrinsic Plagiarism Detection with Feature-Rich Imbalanced Dataset Learning. EANN (2017)
Dimitrios Koutsoukos, Georgios Alexandridis, Georgios Siolas, Andreas Stafylopatis
A new approach to session identification by applying fuzzy c-means clustering on web logs. SSCI (2016)
Ilianna Kollia, Georgios Siolas
Using the IBM Watson cognitive system in educational contexts. SSCI (2016)
Georgios Stratogiannis, Georgios Siolas, Georgios Stamou, Andreas Stafylopatis, Alexandros Chortaras, Athanasios Tagaris
Advancing the Terminological Classification of Semi-structured Documents. ICTAI (2015)
Aggeliki Vlachostergiou, Georgios Stratogiannis, George Caridakis, Georgios Siolas, Phivos Mylonas
Smart home context awareness based on Smart and Innovative Cities. EANN Workshops (2015)
Eleni Vathi, Georgios Siolas, Andreas Stafylopatis
Mining Interesting Topics in Twitter Communities. ICCCI (1) (2015)
Georgios Stratogiannis, Aggeliki Vlachostergiou, Georgios Siolas, George Caridakis, Phivos Mylonas, Andreas Stafylopatis, Stefanos D. Kollias
User and home appliances pervasive interaction in a sensor driven smart home environment: The SandS approach. SMAP (2015)
Georgios Stratogiannis, Georgios Siolas, Andreas Stafylopatis
Semantic Question Answering Using Wikipedia Categories Clustering. Int. J. Artif. Intell. Tools 23 (4) (2014)
Phivos Mylonas, Georgios Siolas, George Caridakis, Stefanos D. Kollias, Andreas-Georgios Stafylopatis
Modeling context and fuzzy personas towards an intelligent Future Internet smart home paradigm. Intelligent Environments (Workshops) (2013)
Christos Ferles, Georgios Siolas, Andreas Stafylopatis
Scaled Self-Organizing Map - Hidden Markov Model Architecture for Biological sequence Clustering. Appl. Artif. Intell. 27 (6) (2013)
George Caridakis, Georgios Siolas, Phivos Mylonas, Stefanos D. Kollias, Andreas Stafylopatis
Intelligent and Adaptive Pervasive Future Internet: Smart Cities for the Citizens. EANN (2) (2013)
Bruno Apolloni, Maurizio Fiasché, G. Galliani, C. Zizzo, George Caridakis, Georgios Siolas, Stefanos D. Kollias, Manuel Graña Romay, F. Barriento, S. San Jose
Social things - The SandS instantiation. WOWMOM (2013)
Manuel Graña, Bruno Apolloni, Maurizio Fiasché, G. Galliani, C. Zizzo, George Caridakis, Georgios Siolas, Stefanos D. Kollias, F. Barriento, S. San Jose
Social and Smart: Towards an Instance of Subconscious Social Intelligence. EANN (2) (2013)
Georgios Stratogiannis, Georgios Siolas, Andreas Stafylopatis
Related Entity Finding Using Semantic Clustering Based on Wikipedia Categories. IIS (2013)
Georgios Alexandridis, Georgios Siolas, Andreas Stafylopatis
Improving Social Recommendations by applying a Personalized Item Clustering Policy. RSWeb@RecSys (2013)
Georgios Alexandridis, Georgios Siolas, Andreas Stafylopatis
A biased random walk recommender based on rejection sampling. ASONAM (2013)
Gerasimos Spanakis, Georgios Siolas, Andreas Stafylopatis
Exploiting Wikipedia Knowledge for Conceptual Hierarchical Clustering of Documents. Comput. J. 55 (3) (2012)
Georgios Alexandridis, Georgios Siolas, Andreas Stafylopatis
Applying k-Separability to Collaborative Recommender Systems. Int. J. Artif. Intell. Tools 21 (1) (2012)
Gerasimos Spanakis, Georgios Siolas, Andreas Stafylopatis
DoSO: a document self-organizer. J. Intell. Inf. Syst. 39 (3) (2012)
Christos Ferles, Georgios Siolas, Andreas Stafylopatis
Scaled On-line Unsupervised Learning Algorithm for a SOM-HMM Hybrid. ISCIS (2011)
Gerasimos Spanakis, Georgios Siolas, Andreas Stafylopatis
Conceptual Hierarchical Clustering of Documents using Wikipedia knowledge. ISCIS (2010)
Georgios Alexandridis, Georgios Siolas, Andreas Stafylopatis
-Separability. ICANN (3) (2010)
Gerasimos Spanakis, Georgios Siolas, Andreas Stafylopatis
A Hybrid Web-Based Measure for Computing Semantic Relatedness Between Words. ICTAI (2009)