Georgios Alexandridis

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 37

Top Topics

Convolutional Neural Networks

Text Summarization

Sentiment Analysis

Top Venues

Publications

Panagiotis Kouris, Georgios Alexandridis, Andreas Stafylopatis
Text summarization based on semantic graphs: an abstract meaning representation graph-to-text deep learning approach. J. Big Data 11 (1) (2024)
Dimitrios Karpontinis, Georgios Alexandridis
Transformer-Based Anomaly Detection in Energy Consumption Data. AIAI Workshops (2024)
Vasileios Ballas, Konstantinos Michalakis, Georgios Alexandridis, George Caridakis
Automating Mobile App Review User Feedback with Aspect-Based Sentiment Analysis. HCI (55) (2024)
Spyros Rigas, Michalis Papachristou, Theofilos Papadopoulos, Fotios Anagnostopoulos, Georgios Alexandridis
Adaptive Training of Grid-Dependent Physics-Informed Kolmogorov-Arnold Networks. CoRR (2024)
Tasos Papagiannis, George Ioannou, Konstantinos Michalakis, Georgios Alexandridis, George Caridakis
Analyzing User Reviews in the Tourism & Cultural Domain - The Case of the City of Athens, Greece. AIAI Workshops (2023)
George Ioannou, Georgios Alexandridis, Andreas Stafylopatis
Online Batch Selection for Enhanced Generalization in Imbalanced Datasets. Algorithms 16 (2) (2023)
Athanasios Sarlas, Alexandros Kalafatelis, Georgios Alexandridis, Michail-Alexandros Kourtis, Panagiotis Trakadas
Exploring Federated Learning for Speech-based Parkinson's Disease Detection. ARES (2023)
Eleanna Vali, Georgios Alexandridis, Andreas Stafylopatis
Adversarial Attacks & Detection on a Deep Learning-Based Digital Pathology Model. ICASSP Workshops (2023)
Tasos Papagiannis, Georgios Alexandridis, Andreas Stafylopatis
State similarity based Rapid Action Value Estimation for general game playing MCTS agents. FDG (2022)
Laurent Pantera, Petr Stulík, Antoni Vidal-Ferràndiz, Amanda Carreño, Damián Ginestar, George Ioannou, Thanos Tasakos, Georgios Alexandridis, Andreas Stafylopatis
Localizing Perturbations in Pressurized Water Reactors Using One-Dimensional Deep Convolutional Neural Networks. Sensors 22 (1) (2022)
Angelos Kolaitis, Georgios Alexandridis, Panagiota Adam, Petros Alexandridis, Grigoris Chasanis, Fabrice Breton
Adaptive Dimming of Highway Lights Using Recurrent Neural Networks. INTSYS (2022)
Georgios Roussos, John Aliprantis, Georgios Alexandridis, George Caridakis
Augmented Reality in Primary Education: Adopting the new normal in learning by easily using AR-based Android applications. PCI (2022)
Markos Konstantakis, Yannis Christodoulou, Georgios Alexandridis, Alexandros Teneketzis, George Caridakis
ACUX Typology: A Harmonisation of Cultural-Visitor Typologies for Multi-Profile Classification. Digit. 2 (3) (2022)
George Ioannou, Tasos Papagiannis, Thanos Tagaris, Georgios Alexandridis, Andreas Stafylopatis
Visual interpretability analysis of Deep CNNs using an Adaptive Threshold method on Diabetic Retinopathy images. ICCVW (2021)
Georgios Alexandridis, Konstantinos Korovesis, Iraklis Varlamis, Panagiotis Tsantilas, George Caridakis
Emotion detection on Greek social media using Bidirectional Encoder Representations from Transformers. PCI (2021)
Georgios Alexandridis, John Aliprantis, Konstantinos Michalakis, Konstantinos Korovesis, Panagiotis Tsantilas, George Caridakis
A Knowledge-Based Deep Learning Architecture for Aspect-Based Sentiment Analysis. Int. J. Neural Syst. 31 (10) (2021)
Nikolaos Maniatis, Georgios Alexandridis, Konstantinos Korovesis, Iraklis Varlamis, Panagiotis Tsantilas, George Michael Klimis, George Caridakis
Bibliometrics for Measuring Social Media Influence: Evaluating the use of h-Index as a ranking metric of Twitter users' influence. PCI (2021)
Georgios Alexandridis, Iraklis Varlamis, Konstantinos Korovesis, George Caridakis, Panagiotis Tsantilas
A Survey on Sentiment Analysis and Opinion Mining in Greek Social Media. Inf. 12 (8) (2021)
Georgios Stratogiannis, Panagiotis Kouris, Georgios Alexandridis, Georgios Siolas, Giorgos Stamou, Andreas Stafylopatis
Semantic enrichment of documents: a classification perspective for ontology-based imbalanced semantic descriptions. Knowl. Inf. Syst. 63 (11) (2021)
Panagiotis Kouris, Georgios Alexandridis, Andreas Stafylopatis
Abstractive Text Summarization: Enhancing Sequence-to-Sequence Models Using Word Sense Disambiguation and Semantic Content Generalization. Comput. Linguistics 47 (4) (2021)
Markos Konstantakis, Georgios Alexandridis, George Caridakis
A Personalized Heritage-Oriented Recommender System Based on Extended Cultural Tourist Typologies. Big Data Cogn. Comput. 4 (2) (2020)
Tasos Papagiannis, Georgios Alexandridis, Andreas Stafylopatis
Applying Gradient Boosting Trees and Stochastic Leaf Evaluation to MCTS on Hearthstone. ICMLA (2020)
Georgios Alexandridis, Yorghos Voutos, Phivos Mylonas, George Caridakis
A Geolocation Analytics-Driven Ontology for Short-Term Leases: Inferring Current Sharing Economy Trends. Algorithms 13 (3) (2020)
Georgios Alexandridis, Konstantinos Michalakis, John Aliprantis, Pavlos Polydoras, Panagiotis Tsantilas, George Caridakis
A Deep Learning Approach to Aspect-Based Sentiment Prediction. AIAI (1) (2020)
Konstantinos Korovesis, Georgios Alexandridis, George Caridakis, Pavlos Polydoras, Panagiotis Tsantilas
Leveraging aspect-based sentiment prediction with textual features and document metadata. SETN (2020)
Panagiotis Kouris, Iraklis Varlamis, Georgios Alexandridis, Andreas Stafylopatis
A versatile package recommendation framework aiming at preference score maximization. Evol. Syst. 11 (3) (2020)
Thanos Tagaris, George Ioannou, Maria Sdraka, Georgios Alexandridis, Andreas Stafylopatis
Putting Together Wavelet-based Scaleograms and Convolutional Neural Networks for Anomaly Detection in Nuclear Reactors. ICAAI (2019)
Konstantinos Michalakis, Georgios Alexandridis, George Caridakis, Phivos Mylonas
Context Incorporation in Cultural Path Recommendation Using Topic Modelling. VIPERC@IRCDL (2019)
Georgios Alexandridis, Thanos Tagaris, Giorgos Siolas, Andreas Stafylopatis
From Free-text User Reviews to Product Recommendation using Paragraph Vectors and Matrix Factorization. WWW (Companion Volume) (2019)
Panagiotis Kouris, Georgios Alexandridis, Andreas Stafylopatis
Abstractive Text Summarization Based on Deep Learning and Semantic Content Generalization. ACL (1) (2019)
Tasos Papagiannis, Georgios Alexandridis, Andreas Stafylopatis
GAMER: A Genetic Algorithm with Motion Encoding Reuse for Action-Adventure Video Games. EvoApplications (2019)
Konstantinos Gourzis, Georgios Alexandridis, Stelios Gialis, George Caridakis
Studying the Spatialities of Short-Term Rentals' Sprawl in the Urban Fabric: The Case of Airbnb in Athens, Greece. AIAI (Workshops) (2019)
Georgios Alexandridis, Angeliki Chrysanthi, George E. Tsekouras, George Caridakis
Personalized and content adaptive cultural heritage path recommendation: an application to the Gournia and Çatalhöyük archaeological sites. User Model. User Adapt. Interact. 29 (1) (2019)
Nikolaos Dervenis, Georgios Alexandridis, Andreas Stafylopatis
Neural Network Specialists for Inverse Spiral Inductor Design. ICTAI (2018)
Georgios Alexandridis, Georgios Siolas, Andreas Stafylopatis
Enhancing social collaborative filtering through the application of non-negative matrix factorization and exponential random graph models. Data Min. Knowl. Discov. 31 (4) (2017)
Panagiotis Kouris, Iraklis Varlamis, Georgios Alexandridis
A Package Recommendation Framework Based on Collaborative Filtering and Preference Score Maximization. EANN (2017)
Dimitrios Koutsoukos, Georgios Alexandridis, Georgios Siolas, Andreas Stafylopatis
A new approach to session identification by applying fuzzy c-means clustering on web logs. SSCI (2016)
Georgios Alexandridis, Georgios Siolas, Andreas Stafylopatis
Improving Social Recommendations by applying a Personalized Item Clustering Policy. RSWeb@RecSys (2013)
Georgios Alexandridis, Georgios Siolas, Andreas Stafylopatis
A biased random walk recommender based on rejection sampling. ASONAM (2013)
Georgios Alexandridis, Georgios Siolas, Andreas Stafylopatis
Applying k-Separability to Collaborative Recommender Systems. Int. J. Artif. Intell. Tools 21 (1) (2012)
Georgios Alexandridis, Georgios Siolas, Andreas Stafylopatis
-Separability. ICANN (3) (2010)
Georgios Alexandridis, Artemios G. Voyiatzis, Dimitrios N. Serpanos
CryptoPalm: A Cryptographic Library for PalmOS. Panhellenic Conference on Informatics (2005)