Georgios Alexandridis

54 papers B 6C 3Journal 23Unranked 21

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Dynamic Framework for Grid Adaptation in Kolmogorov-Arnold Networks. CoRR Spyros Rigas, Thanasis Papaioannou, Panagiotis Trakadas, Georgios Alexandridis
2025	B	`conf`	A Distributed Uav Analytics Framework for Daobased Swarm Systems. SRDS Averkios Vasalos, Achileas Economopoulos, Andreas Oikonomakis, Abhinaba Chakraborty, Michail-Alexandros Kourtis, Georgios Alexandridis, Wouter Tavernier, George Xilouris, Ioannis P. Chochliouros, Ioannis Vasalos, Panagiotis Trakadas
2025	J	`jnl`	Explainable Fault Classification and Severity Diagnosis in Rotating Machinery Using Kolmogorov-Arnold Networks. Entropy Spyros Rigas, Michalis Papachristou, Ioannis Sotiropoulos, Georgios Alexandridis
2025	B	`conf`	Federated Learning at the Edge for Wind Turbine Predictive Maintenance. SRDS Charis Michailidis, Alexandros Kalafatelis, Georgios Alexandridis, Averkios Vasalos, Andreas Oikonomakis, Achileas Economopoulos, Andrea Carolina Fontalvo Echavez, Daniel Iglesias Canelo, Michail-Alexandros Kourtis, Panagiotis Trakadas
2025	J	`jnl`	Initialization Schemes for Kolmogorov-Arnold Networks: An Empirical Study. CoRR Spyros Rigas, Dhruv Verma, Georgios Alexandridis, Yixuan Wang
2025	J	`jnl`	Towards Deep Physics-Informed Kolmogorov-Arnold Networks. CoRR Spyros Rigas, Fotios Anagnostopoulos, Michalis Papachristou, Georgios Alexandridis
2024	—	`conf`	A Lightweight Predictive Maintenance Strategy for Marine HFO Purification Systems. EMCIS (1) Alexandros S. Kalafatelis, Nikolaos Stamou, Alkmini Dailani, Theodoros Theodoridis, Nikolaos Nomikos, Anastasios E. Giannopoulos, Nikolaos Tsoulakos, Georgios Alexandridis, Panagiotis Trakadas
2024	J	`jnl`	Adaptive Training of Grid-Dependent Physics-Informed Kolmogorov-Arnold Networks. IEEE Access Spyros Rigas, Michalis Papachristou, Theofilos Papadopoulos, Fotios Anagnostopoulos, Georgios Alexandridis
2024	J	`jnl`	Adaptive Training of Grid-Dependent Physics-Informed Kolmogorov-Arnold Networks. CoRR Spyros Rigas, Michalis Papachristou, Theofilos Papadopoulos, Fotios Anagnostopoulos, Georgios Alexandridis
2024	—	`conf`	Automating Mobile App Review User Feedback with Aspect-Based Sentiment Analysis. HCI (55) Vasileios Ballas, Konstantinos Michalakis, Georgios Alexandridis, George Caridakis
2024	J	`jnl`	Explainable fault and severity classification for rolling element bearings using Kolmogorov-Arnold networks. CoRR Spyros Rigas, Michalis Papachristou, Ioannis Sotiropoulos, Georgios Alexandridis
2024	J	`jnl`	StreetLines: A Smart and Scalable Tourism Platform Based on Efficient Knowledge-Mining. Digit. Georgios Alexandridis, Georgios Siolas, Tasos Papagiannis, George Ioannou, Konstantinos Michalakis, George Caridakis, Vasileios Karyotis, Symeon Papavassiliou
2024	J	`jnl`	Text summarization based on semantic graphs: an abstract meaning representation graph-to-text deep learning approach. J. Big Data Panagiotis Kouris, Georgios Alexandridis, Andreas Stafylopatis
2024	—	`conf`	Transformer-Based Anomaly Detection in Energy Consumption Data. AIAI (Workshops) Dimitrios Karpontinis, Georgios Alexandridis
2023	—	`conf`	Adversarial Attacks & Detection on a Deep Learning-Based Digital Pathology Model. ICASSP Workshops Eleanna Vali, Georgios Alexandridis, Andreas Stafylopatis
2023	—	`conf`	Analyzing User Reviews in the Tourism & Cultural Domain - The Case of the City of Athens, Greece. AIAI (Workshops) Tasos Papagiannis, George Ioannou, Konstantinos Michalakis, Georgios Alexandridis, George Caridakis
2023	B	`conf`	Exploring Federated Learning for Speech-based Parkinson's Disease Detection. ARES Athanasios Sarlas, Alexandros Kalafatelis, Georgios Alexandridis, Michail-Alexandros Kourtis, Panagiotis Trakadas
2023	J	`jnl`	Online Batch Selection for Enhanced Generalization in Imbalanced Datasets. Algorithms George Ioannou, Georgios Alexandridis, Andreas Stafylopatis
2022	J	`jnl`	ACUX Typology: A Harmonisation of Cultural-Visitor Typologies for Multi-Profile Classification. Digit. Markos Konstantakis, Yannis Christodoulou, Georgios Alexandridis, Alexandros Teneketzis, George Caridakis
2022	—	`conf`	Adaptive Dimming of Highway Lights Using Recurrent Neural Networks. INTSYS Angelos Kolaitis, Georgios Alexandridis, Panagiota Adam, Petros Alexandridis, Grigoris Chasanis, Fabrice Breton
2022	—	`conf`	Augmented Reality in Primary Education: Adopting the new normal in learning by easily using AR-based Android applications. PCI Georgios Roussos, John Aliprantis, Georgios Alexandridis, George Caridakis
2022	J	`jnl`	Localizing Perturbations in Pressurized Water Reactors Using One-Dimensional Deep Convolutional Neural Networks. Sensors Laurent Pantera, Petr Stulík, Antoni Vidal-Ferràndiz, Amanda Carreño, Damián Ginestar, George Ioannou, Thanos Tasakos, Georgios Alexandridis, Andreas Stafylopatis
2022	C	`conf`	State similarity based Rapid Action Value Estimation for general game playing MCTS agents. FDG Tasos Papagiannis, Georgios Alexandridis, Andreas Stafylopatis
2021	J	`jnl`	A Knowledge-Based Deep Learning Architecture for Aspect-Based Sentiment Analysis. Int. J. Neural Syst. Georgios Alexandridis, John Aliprantis, Konstantinos Michalakis, Konstantinos Korovesis, Panagiotis Tsantilas, George Caridakis
2021	J	`jnl`	A Survey on Sentiment Analysis and Opinion Mining in Greek Social Media. Inf. Georgios Alexandridis, Iraklis Varlamis, Konstantinos Korovesis, George Caridakis, Panagiotis Tsantilas
2021	J	`jnl`	Abstractive Text Summarization: Enhancing Sequence-to-Sequence Models Using Word Sense Disambiguation and Semantic Content Generalization. Comput. Linguistics Panagiotis Kouris, Georgios Alexandridis, Andreas Stafylopatis
2021	—	`conf`	Bibliometrics for Measuring Social Media Influence: Evaluating the use of h-Index as a ranking metric of Twitter users' influence. PCI Nikolaos Maniatis, Georgios Alexandridis, Konstantinos Korovesis, Iraklis Varlamis, Panagiotis Tsantilas, George Michael Klimis, George Caridakis
2021	—	`conf`	Emotion detection on Greek social media using Bidirectional Encoder Representations from Transformers. PCI Georgios Alexandridis, Konstantinos Korovesis, Iraklis Varlamis, Panagiotis Tsantilas, George Caridakis
2021	J	`jnl`	Semantic enrichment of documents: a classification perspective for ontology-based imbalanced semantic descriptions. Knowl. Inf. Syst. Georgios Stratogiannis, Panagiotis Kouris, Georgios Alexandridis, Georgios Siolas, Giorgos Stamou, Andreas Stafylopatis
2021	—	`conf`	Visual interpretability analysis of Deep CNNs using an Adaptive Threshold method on Diabetic Retinopathy images. ICCVW George Ioannou, Tasos Papagiannis, Thanos Tagaris, Georgios Alexandridis, Andreas Stafylopatis
2020	—	`conf`	A Deep Learning Approach to Aspect-Based Sentiment Prediction. AIAI (1) Georgios Alexandridis, Konstantinos Michalakis, John Aliprantis, Pavlos Polydoras, Panagiotis Tsantilas, George Caridakis
2020	J	`jnl`	A Geolocation Analytics-Driven Ontology for Short-Term Leases: Inferring Current Sharing Economy Trends. Algorithms Georgios Alexandridis, Yorghos Voutos, Phivos Mylonas, George Caridakis
2020	J	`jnl`	A Personalized Heritage-Oriented Recommender System Based on Extended Cultural Tourist Typologies. Big Data Cogn. Comput. Markos Konstantakis, Georgios Alexandridis, George Caridakis
2020	J	`jnl`	A versatile package recommendation framework aiming at preference score maximization. Evol. Syst. Panagiotis Kouris, Iraklis Varlamis, Georgios Alexandridis, Andreas Stafylopatis
2020	C	`conf`	Applying Gradient Boosting Trees and Stochastic Leaf Evaluation to MCTS on Hearthstone. ICMLA Tasos Papagiannis, Georgios Alexandridis, Andreas Stafylopatis
2020	—	`conf`	Leveraging aspect-based sentiment prediction with textual features and document metadata. SETN Konstantinos Korovesis, Georgios Alexandridis, George Caridakis, Pavlos Polydoras, Panagiotis Tsantilas
2019	—	`conf`	Abstractive Text Summarization Based on Deep Learning and Semantic Content Generalization. ACL (1) Panagiotis Kouris, Georgios Alexandridis, Andreas Stafylopatis
2019	—	`conf`	Context Incorporation in Cultural Path Recommendation Using Topic Modelling. VIPERC@IRCDL Konstantinos Michalakis, Georgios Alexandridis, George Caridakis, Phivos Mylonas
2019	—	`conf`	From Free-text User Reviews to Product Recommendation using Paragraph Vectors and Matrix Factorization. WWW (Companion Volume) Georgios Alexandridis, Thanos Tagaris, Giorgos Siolas, Andreas Stafylopatis
2019	B	`conf`	GAMER: A Genetic Algorithm with Motion Encoding Reuse for Action-Adventure Video Games. EvoApplications Tasos Papagiannis, Georgios Alexandridis, Andreas Stafylopatis
2019	J	`jnl`	Personalized and content adaptive cultural heritage path recommendation: an application to the Gournia and Çatalhöyük archaeological sites. User Model. User Adapt. Interact. Georgios Alexandridis, Angeliki Chrysanthi, George E. Tsekouras, George Caridakis
2019	—	`conf`	Putting Together Wavelet-based Scaleograms and Convolutional Neural Networks for Anomaly Detection in Nuclear Reactors. ICAAI Thanos Tagaris, George Ioannou, Maria Sdraka, Georgios Alexandridis, Andreas Stafylopatis
2019	—	`conf`	Studying the Spatialities of Short-Term Rentals' Sprawl in the Urban Fabric: The Case of Airbnb in Athens, Greece. AIAI (Workshops) Konstantinos Gourzis, Georgios Alexandridis, Stelios Gialis, George Caridakis
2018	B	`conf`	Neural Network Specialists for Inverse Spiral Inductor Design. ICTAI Nikolaos Dervenis, Georgios Alexandridis, Andreas Stafylopatis
2017	C	`conf`	A Package Recommendation Framework Based on Collaborative Filtering and Preference Score Maximization. EANN Panagiotis Kouris, Iraklis Varlamis, Georgios Alexandridis
2017	J	`jnl`	Enhancing social collaborative filtering through the application of non-negative matrix factorization and exponential random graph models. Data Min. Knowl. Discov. Georgios Alexandridis, Georgios Siolas, Andreas Stafylopatis
2017	J	`jnl`	ParVecMF: A Paragraph Vector-based Matrix Factorization Recommender System. CoRR Georgios Alexandridis, Georgios Siolas, Andreas Stafylopatis
2016	—	`conf`	A new approach to session identification by applying fuzzy c-means clustering on web logs. SSCI Dimitrios Koutsoukos, Georgios Alexandridis, Georgios Siolas, Andreas Stafylopatis
2015	—	`ch.`	Accuracy Versus Novelty and Diversity in Recommender Systems: A Nonuniform Random Walk Approach. Recommendation and Search in Social Networks Georgios Alexandridis, Georgios Siolas, Andreas Stafylopatis
2013	B	`conf`	A biased random walk recommender based on rejection sampling. ASONAM Georgios Alexandridis, Georgios Siolas, Andreas Stafylopatis
2013	—	`conf`	Improving Social Recommendations by applying a Personalized Item Clustering Policy. RSWeb@RecSys Georgios Alexandridis, Georgios Siolas, Andreas Stafylopatis
2012	J	`jnl`	Applying k-Separability to Collaborative Recommender Systems. Int. J. Artif. Intell. Tools Georgios Alexandridis, Georgios Siolas, Andreas Stafylopatis
2010	—	`conf`	An Efficient Collaborative Recommender System Based on ICANN (3) Georgios Alexandridis, Georgios Siolas, Andreas Stafylopatis
2005	—	`conf`	CryptoPalm: A Cryptographic Library for PalmOS. Panhellenic Conference on Informatics Georgios Alexandridis, Artemios G. Voyiatzis, Dimitrios N. Serpanos