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ORCIDGeorgios Siolas
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2020 – today
- 2023
[i6]Vassilis Lyberatos, Paraskevi-Antonia Theofilou, Jason Liartis, Georgios Siolas:
Synergy of Machine and Deep Learning Models for Multi-Painter Recognition. CoRR abs/2304.14773 (2023)- 2021
- [j16]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): 3001-3039 (2021) - [j15]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): 323-343 (2021) - [c29]Michail Chatzianastasis, George Dasoulas, Georgios Siolas, Michalis Vazirgiannis:
Graph-based Neural Architecture Search with Operation Embeddings. ICCVW 2021: 393-402 - [i5]Dimitra Koumoutsou, Eleni Charou, Georgios Siolas, Giorgos Stamou:
Class-Wise Principal Component Analysis for hyperspectral image feature extraction. CoRR abs/2104.04496 (2021) - [i4]Michail Chatzianastasis, George Dasoulas, Georgios Siolas, Michalis Vazirgiannis:
Operation Embeddings for Neural Architecture Search. CoRR abs/2105.04885 (2021) - [i3]Rolandos Alexandros Potamias, Georgios Siolas, Andreas-Georgios Stafylopatis:
A Robust Deep Ensemble Classifier for Figurative Language Detection. CoRR abs/2107.04372 (2021) - 2020
- [j14]Christos-Christodoulos A. Kokalis, Thanos Tasakos, Vassiliki T. Kontargyri, Giorgos Siolas, Ioannis F. Gonos:
Hydrophobicity classification of composite insulators based on convolutional neural networks. Eng. Appl. Artif. Intell. 91: 103613 (2020) - [j13]Andrianna Polydouri, Eleni Vathi, Georgios Siolas, Andreas Stafylopatis:
An efficient classification approach in imbalanced datasets for intrinsic plagiarism detection. Evol. Syst. 11(3): 503-515 (2020) - [j12]Rolandos Alexandros Potamias, Georgios Siolas, Andreas-Georgios Stafylopatis:
A transformer-based approach to irony and sarcasm detection. Neural Comput. Appl. 32(23): 17309-17320 (2020) - [c28]Anastasios Arsenos, Georgios Siolas:
NTUAAILS at SemEval-2020 Task 11: Propaganda Detection and Classification with biLSTMs and ELMo. SemEval@COLING 2020: 1495-1501
2010 – 2019
- 2019
- [c27]Rolandos Alexandros Potamias, Georgios Siolas, Andreas Stafylopatis:
A Robust Deep Ensemble Classifier for Figurative Language Detection. EANN 2019: 164-175 - [c26]Rolandos Alexandros Potamias, Georgios Siolas:
NTUA-ISLab at SemEval-2019 Task 3: Determining emotions in contextual conversations with deep learning. SemEval@NAACL-HLT 2019: 277-281 - [c25]Rolandos Alexandros Potamias, Alexandros Neofytou, Georgios Siolas:
NTUA-ISLab at SemEval-2019 Task 9: Mining Suggestions in the wild. SemEval@NAACL-HLT 2019: 1224-1230 - [c24]Georgios Alexandridis, Thanos Tagaris, Giorgos Siolas, Andreas Stafylopatis:
From Free-text User Reviews to Product Recommendation using Paragraph Vectors and Matrix Factorization. WWW (Companion Volume) 2019: 335-343 - [i2]Rolandos Alexandros Potamias, Georgios Siolas, Andreas-Georgios Stafylopatis:
A Transformer-based approach to Irony and Sarcasm detection. CoRR abs/1911.10401 (2019) - 2018
- [j11]Eleni-Georgia Alevizakou, George Siolas, George Pantazis:
Short-Term and Long-Term Forecasting for the 3D Point Position Changing by Using Artificial Neural Networks. ISPRS Int. J. Geo Inf. 7(3): 86 (2018) - [c23]Dimitris Kouremenos, Klimis S. Ntalianis, Giorgos Siolas, Andreas Stafylopatis:
Statistical Machine Translation for Greek to Greek Sign Language Using Parallel Corpora Produced via Rule-Based Machine Translation. CIMA@ICTAI 2018: 28-42 - 2017
- [j10]Aris Lanaridis, Giorgos Siolas, Andreas Stafylopatis:
Artificial Immune Classifier Based on ELLipsoidal Regions (AICELL) †. Comput. 5(2): 31 (2017) - [j9]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): 1031-1059 (2017) - [j8]Eleni Vathi, Georgios Siolas, Andreas Stafylopatis:
Mining and categorizing interesting topics in Twitter communities. J. Intell. Fuzzy Syst. 32(2): 1265-1275 (2017) - [c22]Andrianna Polydouri, Georgios Siolas, Andreas Stafylopatis:
Intrinsic Plagiarism Detection with Feature-Rich Imbalanced Dataset Learning. EANN 2017: 99-110 - [i1]Georgios Alexandridis, Georgios Siolas, Andreas Stafylopatis:
ParVecMF: A Paragraph Vector-based Matrix Factorization Recommender System. CoRR abs/1706.07513 (2017) - 2016
- [j7]Aggeliki Vlachostergiou, Georgios Stratogiannis, George Caridakis, George Siolas, Phivos Mylonas:
User Adaptive and Context-Aware Smart Home Using Pervasive and Semantic Technologies. J. Electr. Comput. Eng. 2016: 4789803:1-4789803:20 (2016) - [c21]Ilianna Kollia, Georgios Siolas:
Using the IBM Watson cognitive system in educational contexts. SSCI 2016: 1-8 - [c20]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: 1-8 - 2015
- [j6]Giorgos Siolas, George Caridakis, Phivos Mylonas, Georgios Stratogiannis, Stefanos D. Kollias, Andreas Stafylopatis:
Context-Aware User Modeling and Semantic Interoperability in Smart Home Environments. Int. J. Virtual Communities Soc. Netw. 7(3): 17-50 (2015) - [c19]Aggeliki Vlachostergiou, Georgios Stratogiannis, George Caridakis, Georgios Siolas, Phivos Mylonas:
Smart home context awareness based on Smart and Innovative Cities. EANN Workshops 2015: 32:1-32:10 - [c18]Eleni Vathi, Georgios Siolas, Andreas Stafylopatis:
Mining Interesting Topics in Twitter Communities. ICCCI (1) 2015: 123-132 - [c17]Georgios Stratogiannis, Georgios Siolas, Georgios Stamou, Andreas Stafylopatis, Alexandros Chortaras, Athanasios Tagaris:
Advancing the Terminological Classification of Semi-structured Documents. ICTAI 2015: 333-339 - [c16]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: 1-6 - [p1]Georgios Alexandridis, Georgios Siolas, Andreas Stafylopatis:
Accuracy Versus Novelty and Diversity in Recommender Systems: A Nonuniform Random Walk Approach. Recommendation and Search in Social Networks 2015: 41-57 - 2014
- [j5]Georgios Stratogiannis, Georgios Siolas, Andreas Stafylopatis:
Semantic Question Answering Using Wikipedia Categories Clustering. Int. J. Artif. Intell. Tools 23(4) (2014) - 2013
- [j4]Christos Ferles, Georgios Siolas, Andreas Stafylopatis:
Scaled Self-Organizing Map - Hidden Markov Model Architecture for Biological sequence Clustering. Appl. Artif. Intell. 27(6): 461-495 (2013) - [c15]Georgios Alexandridis, Georgios Siolas, Andreas Stafylopatis:
A biased random walk recommender based on rejection sampling. ASONAM 2013: 648-652 - [c14]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: 269-281 - [c13]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: 302-311 - [c12]Georgios Stratogiannis, Georgios Siolas, Andreas Stafylopatis:
Related Entity Finding Using Semantic Clustering Based on Wikipedia Categories. IIS 2013: 157-170 - [c11]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: 732-743 - [c10]Georgios Alexandridis, Georgios Siolas, Andreas Stafylopatis:
Improving Social Recommendations by applying a Personalized Item Clustering Policy. RSWeb@RecSys 2013 - [c9]Giorgos Siolas, George Caridakis, Phivos Mylonas, Stefanos D. Kollias, Andreas Stafylopatis:
Context-Aware User Modeling and Semantic Interoperability in Smart Home Environments. SMAP 2013: 27-32 - [c8]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: 1-6 - 2012
- [j3]Gerasimos Spanakis, Georgios Siolas, Andreas Stafylopatis:
Exploiting Wikipedia Knowledge for Conceptual Hierarchical Clustering of Documents. Comput. J. 55(3): 299-312 (2012) - [j2]Georgios Alexandridis, Georgios Siolas, Andreas Stafylopatis:
Applying k-Separability to Collaborative Recommender Systems. Int. J. Artif. Intell. Tools 21(1) (2012) - [j1]Gerasimos Spanakis, Georgios Siolas, Andreas Stafylopatis:
DoSO: a document self-organizer. J. Intell. Inf. Syst. 39(3): 577-610 (2012) - 2011
- [c7]Christos Ferles, Georgios Siolas, Andreas Stafylopatis:
Scaled On-line Unsupervised Learning Algorithm for a SOM-HMM Hybrid. ISCIS 2011: 533-537 - 2010
- [c6]Georgios Alexandridis, Georgios Siolas, Andreas Stafylopatis:
An Efficient Collaborative Recommender System Based on k-Separability. ICANN (3) 2010: 198-207 - [c5]Gerasimos Spanakis, Georgios Siolas, Andreas Stafylopatis:
Conceptual Hierarchical Clustering of Documents using Wikipedia knowledge. ISCIS 2010: 121-126
2000 – 2009
- 2009
- [c4]Gerasimos Spanakis, Georgios Siolas, Andreas Stafylopatis:
A Hybrid Web-Based Measure for Computing Semantic Relatedness Between Words. ICTAI 2009: 441-448 - 2003
- [c3]Marie-Jeanne Lesot, Florence d'Alché-Buc, George Siolas:
Evaluation of Topographic Clustering and Its Kernelization. ECML 2003: 265-276 - 2002
- [c2]George Siolas, Florence d'Alché-Buc:
Mixtures of Probabilistic PCAs and Fisher Kernels for Word and Document Modeling. ICANN 2002: 769-776 - 2000
- [c1]George Siolas, Florence d'Alché-Buc:
Support Vector Machines Based on a Semantic Kernel for Text Categorization. IJCNN (5) 2000: 205-209
Coauthor Index
aka: Andreas-Georgios Stafylopatis
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