CryptoPalm: A Cryptographic Library for PalmOS. - Georgios Alexandridis; Artemios G. Voyiatzis; Dimitrios N. Serpanos (Panhellenic Conference on Informatics, 2005)

An Efficient Collaborative Recommender System Based on k-Separability. - Georgios Alexandridis; Georgios Siolas; Andreas Stafylopatis (ICANN (3), 2010)

Applying k-Separability to Collaborative Recommender Systems. - Georgios Alexandridis; Georgios Siolas; Andreas Stafylopatis (Int. J. Artif. Intell. Tools, 2012)

A biased random walk recommender based on rejection sampling. - Georgios Alexandridis; Georgios Siolas; Andreas Stafylopatis (ASONAM, 2013)

Improving Social Recommendations by applying a Personalized Item Clustering Policy. - Georgios Alexandridis; Georgios Siolas; Andreas Stafylopatis (RSWeb@RecSys, 2013)

Accuracy Versus Novelty and Diversity in Recommender Systems: A Nonuniform Random Walk Approach. - Georgios Alexandridis; Georgios Siolas; Andreas Stafylopatis (Recommendation and Search in Social Networks, 2015)

A new approach to session identification by applying fuzzy c-means clustering on web logs. - Dimitrios Koutsoukos; Georgios Alexandridis; Georgios Siolas; Andreas Stafylopatis (SSCI, 2016)

A Package Recommendation Framework Based on Collaborative Filtering and Preference Score Maximization. - Panagiotis Kouris; Iraklis Varlamis; Georgios Alexandridis (EANN, 2017)

Enhancing social collaborative filtering through the application of non-negative matrix factorization and exponential random graph models. - Georgios Alexandridis; Georgios Siolas; Andreas Stafylopatis (Data Min. Knowl. Discov., 2017)

Neural Network Specialists for Inverse Spiral Inductor Design. - Nikolaos Dervenis; Georgios Alexandridis; Andreas Stafylopatis (ICTAI, 2018)

Abstractive Text Summarization Based on Deep Learning and Semantic Content Generalization. - Panagiotis Kouris; Georgios Alexandridis; Andreas Stafylopatis (ACL (1), 2019)

GAMER: A Genetic Algorithm with Motion Encoding Reuse for Action-Adventure Video Games. - Tasos Papagiannis; Georgios Alexandridis; Andreas Stafylopatis (EvoApplications, 2019)

Putting Together Wavelet-based Scaleograms and Convolutional Neural Networks for Anomaly Detection in Nuclear Reactors. - Thanos Tagaris; George Ioannou; Maria Sdraka; Georgios Alexandridis; Andreas Stafylopatis (ICAAI, 2019)

Studying the Spatialities of Short-Term Rentals' Sprawl in the Urban Fabric: The Case of Airbnb in Athens, Greece. - Konstantinos Gourzis; Georgios Alexandridis; Stelios Gialis; George Caridakis (AIAI (Workshops), 2019)

Context Incorporation in Cultural Path Recommendation Using Topic Modelling. - Konstantinos Michalakis; Georgios Alexandridis; George Caridakis; Phivos Mylonas (VIPERC@IRCDL, 2019)

From Free-text User Reviews to Product Recommendation using Paragraph Vectors and Matrix Factorization. - Georgios Alexandridis; Thanos Tagaris; Giorgos Siolas; Andreas Stafylopatis (WWW (Companion Volume), 2019)

Personalized and content adaptive cultural heritage path recommendation: an application to the Gournia and Çatalhöyük archaeological sites. - Georgios Alexandridis; Angeliki Chrysanthi; George E. Tsekouras; George Caridakis (User Model. User Adapt. Interact., 2019)

Applying Gradient Boosting Trees and Stochastic Leaf Evaluation to MCTS on Hearthstone. - Tasos Papagiannis; Georgios Alexandridis; Andreas Stafylopatis (ICMLA, 2020)

A Deep Learning Approach to Aspect-Based Sentiment Prediction. - Georgios Alexandridis; Konstantinos Michalakis; John Aliprantis; Pavlos Polydoras; Panagiotis Tsantilas; George Caridakis (AIAI (1), 2020)

Leveraging aspect-based sentiment prediction with textual features and document metadata. - Konstantinos Korovesis; Georgios Alexandridis; George Caridakis; Pavlos Polydoras; Panagiotis Tsantilas (SETN, 2020)

A Geolocation Analytics-Driven Ontology for Short-Term Leases: Inferring Current Sharing Economy Trends. - Georgios Alexandridis; Yorghos Voutos; Phivos Mylonas; George Caridakis (Algorithms, 2020)

A Personalized Heritage-Oriented Recommender System Based on Extended Cultural Tourist Typologies. - Markos Konstantakis; Georgios Alexandridis; George Caridakis (Big Data Cogn. Comput., 2020)

A versatile package recommendation framework aiming at preference score maximization. - Panagiotis Kouris; Iraklis Varlamis; Georgios Alexandridis; Andreas Stafylopatis (Evol. Syst., 2020)

Visual interpretability analysis of Deep CNNs using an Adaptive Threshold method on Diabetic Retinopathy images. - George Ioannou; Tasos Papagiannis; Thanos Tagaris; Georgios Alexandridis; Andreas Stafylopatis (ICCVW, 2021)

Emotion detection on Greek social media using Bidirectional Encoder Representations from Transformers. - Georgios Alexandridis; Konstantinos Korovesis; Iraklis Varlamis; Panagiotis Tsantilas; George Caridakis (PCI, 2021)

Bibliometrics for Measuring Social Media Influence: Evaluating the use of h-Index as a ranking metric of Twitter users' influence. - Nikolaos Maniatis; Georgios Alexandridis; Konstantinos Korovesis; Iraklis Varlamis; Panagiotis Tsantilas; George Michael Klimis; George Caridakis (PCI, 2021)

Abstractive Text Summarization: Enhancing Sequence-to-Sequence Models Using Word Sense Disambiguation and Semantic Content Generalization. - Panagiotis Kouris; Georgios Alexandridis; Andreas Stafylopatis (Comput. Linguistics, 2021)

A Knowledge-Based Deep Learning Architecture for Aspect-Based Sentiment Analysis. - Georgios Alexandridis; John Aliprantis; Konstantinos Michalakis; Konstantinos Korovesis; Panagiotis Tsantilas; George Caridakis (Int. J. Neural Syst., 2021)

A Survey on Sentiment Analysis and Opinion Mining in Greek Social Media. - Georgios Alexandridis; Iraklis Varlamis; Konstantinos Korovesis; George Caridakis; Panagiotis Tsantilas (Inf., 2021)

Semantic enrichment of documents: a classification perspective for ontology-based imbalanced semantic descriptions. - Georgios Stratogiannis; Panagiotis Kouris; Georgios Alexandridis; Georgios Siolas; Giorgos Stamou; Andreas Stafylopatis (Knowl. Inf. Syst., 2021)

State similarity based Rapid Action Value Estimation for general game playing MCTS agents. - Tasos Papagiannis; Georgios Alexandridis; Andreas Stafylopatis (FDG, 2022)

Adaptive Dimming of Highway Lights Using Recurrent Neural Networks. - Angelos Kolaitis; Georgios Alexandridis; Panagiota Adam; Petros Alexandridis; Grigoris Chasanis; Fabrice Breton (INTSYS, 2022)

Augmented Reality in Primary Education: Adopting the new normal in learning by easily using AR-based Android applications. - Georgios Roussos; John Aliprantis; Georgios Alexandridis; George Caridakis (PCI, 2022)

Localizing Perturbations in Pressurized Water Reactors Using One-Dimensional Deep Convolutional Neural Networks. - Laurent Pantera; Petr Stulík; Antoni Vidal-Ferràndiz; Amanda Carreño; Damián Ginestar; George Ioannou; Thanos Tasakos; Georgios Alexandridis; Andreas Stafylopatis (Sensors, 2022)

ACUX Typology: A Harmonisation of Cultural-Visitor Typologies for Multi-Profile Classification. - Markos Konstantakis; Yannis Christodoulou; Georgios Alexandridis; Alexandros Teneketzis; George Caridakis (Digit., 2022)

Exploring Federated Learning for Speech-based Parkinson's Disease Detection. - Athanasios Sarlas; Alexandros Kalafatelis; Georgios Alexandridis; Michail-Alexandros Kourtis; Panagiotis Trakadas (ARES, 2023)

Adversarial Attacks & Detection on a Deep Learning-Based Digital Pathology Model. - Eleanna Vali; Georgios Alexandridis; Andreas Stafylopatis (ICASSP Workshops, 2023)

Analyzing User Reviews in the Tourism & Cultural Domain - The Case of the City of Athens, Greece. - Tasos Papagiannis; George Ioannou; Konstantinos Michalakis; Georgios Alexandridis; George Caridakis (AIAI (Workshops), 2023)

Supporting the Conservation and Restoration OpenLab of the Acropolis of Ancient Tiryns through Data Modelling and Exploitation of Digital Media. - Efthymia Moraitou; Markos Konstantakis; Angeliki Chrysanthi; Yannis Christodoulou; George Pavlidis; George Alexandridis; Konstantinos I. Kotsopoulos; Nikolaos Papastamatiou; Alkistis Papadimitriou; George Caridakis (Comput., 2023)

Online Batch Selection for Enhanced Generalization in Imbalanced Datasets. - George Ioannou; Georgios Alexandridis; Andreas Stafylopatis (Algorithms, 2023)

A Lightweight Predictive Maintenance Strategy for Marine HFO Purification Systems. - Alexandros S. Kalafatelis; Nikolaos Stamou; Alkmini Dailani; Theodoros Theodoridis; Nikolaos Nomikos; Anastasios E. Giannopoulos; Nikolaos Tsoulakos; Georgios Alexandridis; Panagiotis Trakadas (EMCIS (1), 2024)

Automating Mobile App Review User Feedback with Aspect-Based Sentiment Analysis. - Vasileios Ballas; Konstantinos Michalakis; Georgios Alexandridis; George Caridakis (HCI (55), 2024)

Transformer-Based Anomaly Detection in Energy Consumption Data. - Dimitrios Karpontinis; Georgios Alexandridis (AIAI (Workshops), 2024)

Self-Supervised Learning for Visual Relationship Detection through Masked Bounding Box Reconstruction. - Zacharias Anastasakis; Dimitrios Mallis; Markos Diomataris; George Alexandridis; Stefanos Kollias; Vassilis Pitsikalis (WACV, 2024)

Adaptive Training of Grid-Dependent Physics-Informed Kolmogorov-Arnold Networks. - Spyros Rigas; Michalis Papachristou; Theofilos Papadopoulos; Fotios Anagnostopoulos; Georgios Alexandridis (IEEE Access, 2024)

Explainable fault and severity classification for rolling element bearings using Kolmogorov-Arnold networks. - Spyros Rigas; Michalis Papachristou; Ioannis Sotiropoulos; Georgios Alexandridis (CoRR, 2024)

StreetLines: A Smart and Scalable Tourism Platform Based on Efficient Knowledge-Mining. - Georgios Alexandridis; Georgios Siolas; Tasos Papagiannis; George Ioannou; Konstantinos Michalakis; George Caridakis; Vasileios Karyotis; Symeon Papavassiliou (Digit., 2024)

Text summarization based on semantic graphs: an abstract meaning representation graph-to-text deep learning approach. - Panagiotis Kouris; Georgios Alexandridis; Andreas Stafylopatis (J. Big Data, 2024)

Explainable Fault Classification and Severity Diagnosis in Rotating Machinery Using Kolmogorov-Arnold Networks. - Spyros Rigas; Michalis Papachristou; Ioannis Sotiropoulos; Georgios Alexandridis (Entropy, 2025)

Initialization Schemes for Kolmogorov-Arnold Networks: An Empirical Study. - Spyros Rigas; Dhruv Verma; Georgios Alexandridis; Yixuan Wang (CoRR, 2025)