Georgios Siolas

Orcid: 0000-0002-4839-7831

According to our database1, Georgios Siolas authored at least 49 papers between 2000 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Synergy of Machine and Deep Learning Models for Multi-Painter Recognition.
CoRR, 2023

2021
Sign boundary and hand articulation feature recognition in Sign Language videos.
Mach. Transl., 2021

Semantic enrichment of documents: a classification perspective for ontology-based imbalanced semantic descriptions.
Knowl. Inf. Syst., 2021

Operation Embeddings for Neural Architecture Search.
CoRR, 2021

Class-Wise Principal Component Analysis for hyperspectral image feature extraction.
CoRR, 2021

Graph-based Neural Architecture Search with Operation Embeddings.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2020
A transformer-based approach to irony and sarcasm detection.
Neural Comput. Appl., 2020

An efficient classification approach in imbalanced datasets for intrinsic plagiarism detection.
Evol. Syst., 2020

Hydrophobicity classification of composite insulators based on convolutional neural networks.
Eng. Appl. Artif. Intell., 2020

NTUAAILS at SemEval-2020 Task 11: Propaganda Detection and Classification with biLSTMs and ELMo.
Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020

2019
From Free-text User Reviews to Product Recommendation using Paragraph Vectors and Matrix Factorization.
Proceedings of the Companion of The 2019 World Wide Web Conference, 2019

NTUA-ISLab at SemEval-2019 Task 3: Determining emotions in contextual conversations with deep learning.
Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

NTUA-ISLab at SemEval-2019 Task 9: Mining Suggestions in the wild.
Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

A Robust Deep Ensemble Classifier for Figurative Language Detection.
Proceedings of the Engineering Applications of Neural Networks, 2019

2018
Short-Term and Long-Term Forecasting for the 3D Point Position Changing by Using Artificial Neural Networks.
ISPRS Int. J. Geo Inf., 2018

Statistical Machine Translation for Greek to Greek Sign Language Using Parallel Corpora Produced via Rule-Based Machine Translation.
Proceedings of the 8th International Workshop on Combinations of Intelligent Methods and Applications co-located with 30th International Conference on Artificial Intelligence Tools (ICTAI 2018), 2018

2017
Mining and categorizing interesting topics in Twitter communities.
J. Intell. Fuzzy Syst., 2017

Enhancing social collaborative filtering through the application of non-negative matrix factorization and exponential random graph models.
Data Min. Knowl. Discov., 2017

Artificial Immune Classifier Based on ELLipsoidal Regions (AICELL) <sup>†</sup>.
Comput., 2017

Intrinsic Plagiarism Detection with Feature-Rich Imbalanced Dataset Learning.
Proceedings of the Engineering Applications of Neural Networks, 2017

2016
User Adaptive and Context-Aware Smart Home Using Pervasive and Semantic Technologies.
J. Electr. Comput. Eng., 2016

A new approach to session identification by applying fuzzy c-means clustering on web logs.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Using the IBM Watson cognitive system in educational contexts.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

2015
Accuracy Versus Novelty and Diversity in Recommender Systems: A Nonuniform Random Walk Approach.
Proceedings of the Recommendation and Search in Social Networks, 2015

Context-Aware User Modeling and Semantic Interoperability in Smart Home Environments.
Int. J. Virtual Communities Soc. Netw., 2015

User and home appliances pervasive interaction in a sensor driven smart home environment: The SandS approach.
Proceedings of the 10th International Workshop on Semantic and Social Media Adaptation and Personalization, 2015

Advancing the Terminological Classification of Semi-structured Documents.
Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015

Mining Interesting Topics in Twitter Communities.
Proceedings of the Computational Collective Intelligence - 7th International Conference, 2015

Smart home context awareness based on Smart and Innovative Cities.
Proceedings of the Workshop Proceedings of the 16th International Conference on Engineering Applications of Neural Networks, 2015

2014
Semantic Question Answering Using Wikipedia Categories Clustering.
Int. J. Artif. Intell. Tools, 2014

2013
Scaled Self-Organizing Map - Hidden Markov Model Architecture for Biological sequence Clustering.
Appl. Artif. Intell., 2013

Social things - The SandS instantiation.
Proceedings of the IEEE 14th International Symposium on "A World of Wireless, 2013

Context-Aware User Modeling and Semantic Interoperability in Smart Home Environments.
Proceedings of the 8th International Workshop on Semantic and Social Media Adaptation and Personalization, 2013

Improving Social Recommendations by applying a Personalized Item Clustering Policy.
Proceedings of the Fifth ACM RecSys Workshop on Recommender Systems and the Social Web co-located with the 7th ACM Conference on Recommender Systems (RecSys 2013), 2013

Modeling context and fuzzy personas towards an intelligent Future Internet smart home paradigm.
Proceedings of the Workshop Proceedings of the 9th International Conference on Intelligent Environments, 2013

Related Entity Finding Using Semantic Clustering Based on Wikipedia Categories.
Proceedings of the Language Processing and Intelligent Information Systems, 2013

Social and Smart: Towards an Instance of Subconscious Social Intelligence.
Proceedings of the Engineering Applications of Neural Networks, 2013

Intelligent and Adaptive Pervasive Future Internet: Smart Cities for the Citizens.
Proceedings of the Engineering Applications of Neural Networks, 2013

A biased random walk recommender based on rejection sampling.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

2012
DoSO: a document self-organizer.
J. Intell. Inf. Syst., 2012

Applying k-Separability to Collaborative Recommender Systems.
Int. J. Artif. Intell. Tools, 2012

Exploiting Wikipedia Knowledge for Conceptual Hierarchical Clustering of Documents.
Comput. J., 2012

2011
Scaled On-line Unsupervised Learning Algorithm for a SOM-HMM Hybrid.
Proceedings of the Computer and Information Sciences II, 2011

2010
Conceptual Hierarchical Clustering of Documents using Wikipedia knowledge.
Proceedings of the Computer and Information Sciences, 2010

An Efficient Collaborative Recommender System Based on <i>k</i>-Separability.
Proceedings of the Artificial Neural Networks - ICANN 2010, 2010

2009
A Hybrid Web-Based Measure for Computing Semantic Relatedness Between Words.
Proceedings of the ICTAI 2009, 2009

2003
Evaluation of Topographic Clustering and Its Kernelization.
Proceedings of the Machine Learning: ECML 2003, 2003

2002
Mixtures of Probabilistic PCAs and Fisher Kernels for Word and Document Modeling.
Proceedings of the Artificial Neural Networks, 2002

2000
Support Vector Machines Based on a Semantic Kernel for Text Categorization.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000


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