Georgios Alexandridis

Orcid: 0000-0002-3611-8292

According to our database1, Georgios Alexandridis authored at least 46 papers between 2005 and 2024.

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Bibliography

2024
Text summarization based on semantic graphs: an abstract meaning representation graph-to-text deep learning approach.
J. Big Data, December, 2024

Explainable fault and severity classification for rolling element bearings using Kolmogorov-Arnold networks.
CoRR, 2024

Adaptive Training of Grid-Dependent Physics-Informed Kolmogorov-Arnold Networks.
IEEE Access, 2024

Self-Supervised Learning for Visual Relationship Detection through Masked Bounding Box Reconstruction.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Transformer-Based Anomaly Detection in Energy Consumption Data.
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2024 IFIP WG 12.5 International Workshops, 2024

Automating Mobile App Review User Feedback with Aspect-Based Sentiment Analysis.
Proceedings of the Human-Centered Design, Operation and Evaluation of Mobile Communications, 2024

2023
Online Batch Selection for Enhanced Generalization in Imbalanced Datasets.
Algorithms, February, 2023

Supporting the Conservation and Restoration OpenLab of the Acropolis of Ancient Tiryns through Data Modelling and Exploitation of Digital Media.
Comput., 2023

Analyzing User Reviews in the Tourism & Cultural Domain - The Case of the City of Athens, Greece.
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2023 IFIP WG 12.5 International Workshops, 2023

Adversarial Attacks & Detection on a Deep Learning-Based Digital Pathology Model.
Proceedings of the IEEE International Conference on Acoustics, 2023

Exploring Federated Learning for Speech-based Parkinson's Disease Detection.
Proceedings of the 18th International Conference on Availability, Reliability and Security, 2023

2022
ACUX Typology: A Harmonisation of Cultural-Visitor Typologies for Multi-Profile Classification.
Digit., June, 2022

Localizing Perturbations in Pressurized Water Reactors Using One-Dimensional Deep Convolutional Neural Networks.
Sensors, 2022

Augmented Reality in Primary Education: Adopting the new normal in learning by easily using AR-based Android applications.
Proceedings of the 26th Pan-Hellenic Conference on Informatics, 2022

Adaptive Dimming of Highway Lights Using Recurrent Neural Networks.
Proceedings of the Intelligent Transport Systems - 6th EAI International Conference, 2022

State similarity based Rapid Action Value Estimation for general game playing MCTS agents.
Proceedings of the FDG '22: Proceedings of the 17th International Conference on the Foundations of Digital Games, 2022

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

A Survey on Sentiment Analysis and Opinion Mining in Greek Social Media.
Inf., 2021

A Knowledge-Based Deep Learning Architecture for Aspect-Based Sentiment Analysis.
Int. J. Neural Syst., 2021

Abstractive Text Summarization: Enhancing Sequence-to-Sequence Models Using Word Sense Disambiguation and Semantic Content Generalization.
Comput. Linguistics, 2021

Bibliometrics for Measuring Social Media Influence: Evaluating the use of h-Index as a ranking metric of Twitter users' influence.
Proceedings of the PCI 2021: 25th Pan-Hellenic Conference on Informatics, Volos, Greece, November 26, 2021

Emotion detection on Greek social media using Bidirectional Encoder Representations from Transformers.
Proceedings of the PCI 2021: 25th Pan-Hellenic Conference on Informatics, Volos, Greece, November 26, 2021

Visual interpretability analysis of Deep CNNs using an Adaptive Threshold method on Diabetic Retinopathy images.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2020
A versatile package recommendation framework aiming at preference score maximization.
Evol. Syst., 2020

A Personalized Heritage-Oriented Recommender System Based on Extended Cultural Tourist Typologies.
Big Data Cogn. Comput., 2020

A Geolocation Analytics-Driven Ontology for Short-Term Leases: Inferring Current Sharing Economy Trends.
Algorithms, 2020

Leveraging aspect-based sentiment prediction with textual features and document metadata.
Proceedings of the SETN 2020: 11th Hellenic Conference on Artificial Intelligence, 2020

A Deep Learning Approach to Aspect-Based Sentiment Prediction.
Proceedings of the Artificial Intelligence Applications and Innovations, 2020

Applying Gradient Boosting Trees and Stochastic Leaf Evaluation to MCTS on Hearthstone.
Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

2019
Personalized and content adaptive cultural heritage path recommendation: an application to the Gournia and Çatalhöyük archaeological sites.
User Model. User Adapt. Interact., 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

Context Incorporation in Cultural Path Recommendation Using Topic Modelling.
Proceedings of 1st International Workshop on Visual Pattern Extraction and Recognition for Cultural Heritage Understanding co-located with 15th Italian Research Conference on Digital Libraries (IRCDL 2019), 2019

Studying the Spatialities of Short-Term Rentals' Sprawl in the Urban Fabric: The Case of Airbnb in Athens, Greece.
Proceedings of the Artificial Intelligence Applications and Innovations, 2019

Putting Together Wavelet-based Scaleograms and Convolutional Neural Networks for Anomaly Detection in Nuclear Reactors.
Proceedings of the 3rd International Conference on Advances in Artificial Intelligence, 2019

GAMER: A Genetic Algorithm with Motion Encoding Reuse for Action-Adventure Video Games.
Proceedings of the Applications of Evolutionary Computation, 2019

Abstractive Text Summarization Based on Deep Learning and Semantic Content Generalization.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018
Neural Network Specialists for Inverse Spiral Inductor Design.
Proceedings of the IEEE 30th International Conference on Tools with Artificial Intelligence, 2018

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

A Package Recommendation Framework Based on Collaborative Filtering and Preference Score Maximization.
Proceedings of the Engineering Applications of Neural Networks, 2017

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

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

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

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

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

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

2005
CryptoPalm: A Cryptographic Library for PalmOS.
Proceedings of the Advances in Informatics, 2005


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