All Stories

  1. Training deep physics-informed Kolmogorov–Arnold networks

    Article • Computer Methods in Applied Mechanics and Engineering, April 2026, Elsevier

    Dr. Georgios Alexandridis

  2. Patch-based Transformers for Long-Term Energy Consumption Forecasting

    Article • International Journal on Artificial Intelligence Tools, December 2025, World Scientific Pub Co Pte Lt

    Dr. Georgios Alexandridis

  3. Explainable Fault Classification and Severity Diagnosis in Rotating Machinery Using Kolmogorov–Arnold Networks

    Article • Entropy, April 2025, MDPI AG

    Dr. Georgios Alexandridis

  4. Towards Predictive Maintenance in the Maritime Industry: A Component-Based Overview

    Article • Journal of Marine Science and Engineering, February 2025, MDPI AG

    Dr. Georgios Alexandridis

  5. Utilizing Distributed Machine Learning Environments for Earthquake Detection

    Article • January 2025, Springer Science + Business Media

    Dr. Georgios Alexandridis

  6. StreetLines: A Smart and Scalable Tourism Platform Based on Efficient Knowledge-Mining

    Article • Digital, August 2024, MDPI AG

    Dr. Georgios Alexandridis, Dr. Georgios Siolas

  7. Text summarization based on semantic graphs: an abstract meaning representation graph-to-text deep learning approach

    Article • Journal Of Big Data, July 2024, Springer Science + Business Media

    Dr. Georgios Alexandridis

  8. Automating Mobile App Review User Feedback with Aspect-Based Sentiment Analysis

    Article • January 2024, Springer Science + Business Media

    Dr. Georgios Alexandridis

  9. Transformer-Based Anomaly Detection in Energy Consumption Data

    Article • January 2024, Springer Science + Business Media

    Dr. Georgios Alexandridis

  10. Adaptive Training of Grid-Dependent Physics-Informed Kolmogorov-Arnold Networks

    Article • IEEE Access, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Georgios Alexandridis

  11. Boosting Deep Reinforcement Learning Agents with Generative Data Augmentation

    Article • Applied Sciences, December 2023, MDPI AG

    Dr. Georgios Alexandridis

  12. Large Language Models as Recommendation Systems in Museums

    Article • Electronics, September 2023, MDPI AG

    Dr. Georgios Alexandridis

  13. Exploring Federated Learning for Speech-based Parkinson’s Disease Detection

    Article • August 2023, ACM (Association for Computing Machinery)

    Alexandros S. Kalafatelis, Dr. Georgios Alexandridis

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

    Article • Computers, May 2023, MDPI AG

    Dr. Georgios Alexandridis

  15. A Survey on Computational and Emergent Digital Storytelling

    Article • Heritage, January 2023, MDPI AG

    Dr. Georgios Alexandridis

  16. Online Batch Selection for Enhanced Generalization in Imbalanced Datasets

    Article • Algorithms, January 2023, MDPI AG

    Dr. Georgios Alexandridis

  17. Adaptive Dimming of Highway Lights Using Recurrent Neural Networks

    Article • January 2023, Springer Science + Business Media

    Dr. Georgios Alexandridis

  18. Analyzing User Reviews in the Tourism & Cultural Domain - The Case of the City of Athens, Greece

    Article • January 2023, Springer Science + Business Media

    Dr. Georgios Alexandridis

  19. Deep learning techniques for in-core perturbation identification and localization of time-series nuclear plant measurements

    Article • Annals of Nuclear Energy, December 2022, Elsevier

    Dr. Georgios Alexandridis

  20. Augmented Reality in Primary Education: Adopting the new normal in learning by easily using AR-based Android applications

    Article • November 2022, ACM (Association for Computing Machinery)

    Georgios Roussos, Dr. Georgios Alexandridis

  21. State similarity based Rapid Action Value Estimation for general game playing MCTS agents

    Article • September 2022, ACM (Association for Computing Machinery)

    Dr. Georgios Alexandridis

  22. ACUX Typology: A Harmonisation of Cultural-Visitor Typologies for Multi-Profile Classification

    Article • Digital, June 2022, MDPI AG

    Dr. Georgios Alexandridis

  23. Pruning Stochastic Game Trees Using Neural Networks for Reduced Action Space Approximation

    Article • Mathematics, May 2022, MDPI AG

    Dr. Georgios Alexandridis

  24. Localizing Perturbations in Pressurized Water Reactors Using One-Dimensional Deep Convolutional Neural Networks

    Article • Sensors, December 2021, MDPI AG

    Dr. Georgios Alexandridis

  25. Semantic enrichment of documents: a classification perspective for ontology-based imbalanced semantic descriptions

    Article • Knowledge and Information Systems, October 2021, Springer Science + Business Media

    Dr. Georgios Alexandridis, Dr. Georgios Siolas

  26. A Survey on Sentiment Analysis and Opinion Mining in Greek Social Media

    Article • Information, August 2021, MDPI AG

    Dr. Georgios Alexandridis

  27. A Personalized Heritage-Oriented Recommender System Based on Extended Cultural Tourist Typologies

    Article • Big Data and Cognitive Computing, June 2020, MDPI AG

    Dr. Georgios Alexandridis

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

    Article • Algorithms, March 2020, MDPI AG

    Dr. Georgios Alexandridis

  29. A Deep Learning Approach to Aspect-Based Sentiment Prediction

    Article • January 2020, Springer Science + Business Media

    Dr. Georgios Alexandridis

  30. Putting Together Wavelet-based Scaleograms and Convolutional Neural Networks for Anomaly Detection in Nuclear Reactors

    Article • October 2019, ACM (Association for Computing Machinery)

    Maria Sdraka, Dr. Georgios Alexandridis

  31. Better product recommendations using user rankings and free-text reviews

    Article • May 2019, ACM (Association for Computing Machinery)

    Dr. Georgios Siolas, Dr. Georgios Alexandridis

  32. Personalized and content adaptive cultural heritage path recommendation: an application to the Gournia and Çatalhöyük archaeological sites

    Article • User Modeling and User-Adapted Interaction, February 2019, Springer Science + Business Media

    Dr. Georgios Alexandridis

  33. Studying the Spatialities of Short-Term Rentals’ Sprawl in the Urban Fabric: The Case of Airbnb in Athens, Greece

    Article • January 2019, Springer Science + Business Media

    Dr Stelios Gialis, Dr. Georgios Alexandridis

  34. GAMER: A Genetic Algorithm with Motion Encoding Reuse for Action-Adventure Video Games

    Article • January 2019, Springer Science + Business Media

    Dr. Georgios Alexandridis

  35. Neural Network Specialists for Inverse Spiral Inductor Design

    Article • November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Georgios Alexandridis

  36. A versatile package recommendation framework aiming at preference score maximization

    Article • Evolving Systems, May 2018, Springer Science + Business Media

    Dr. Georgios Alexandridis

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

    Article • Data Mining and Knowledge Discovery, March 2017, Springer Science + Business Media

    Dr. Georgios Alexandridis

  38. A Package Recommendation Framework Based on Collaborative Filtering and Preference Score Maximization

    Article • January 2017, Springer Science + Business Media

    Dr. Georgios Alexandridis

  39. A new approach to session identification by applying fuzzy c-means clustering on web logs

    Article • December 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Georgios Alexandridis

  40. A biased random walk recommender based on rejection sampling

    Article • August 2013, ACM (Association for Computing Machinery)

    Dr. Georgios Alexandridis

  41. APPLYING k-SEPARABILITY TO COLLABORATIVE RECOMMENDER SYSTEMS

    Article • International Journal on Artificial Intelligence Tools, February 2012, World Scientific Pub Co Pte Lt

    Dr. Georgios Alexandridis

  42. An Efficient Collaborative Recommender System Based on k-Separability

    Article • January 2010, Springer Science + Business Media

    Dr. Georgios Alexandridis

  43. CryptoPalm: A Cryptographic Library for PalmOS

    Article • January 2005, Springer Science + Business Media

    Dr. Georgios Alexandridis