| 2023 | ICASSP | Adversarial Attacks & Detection on a Deep Learning-Based Digital Pathology Model. | Eleanna Vali, Georgios Alexandridis, Andreas Stafylopatis |
| 2023 | ICDM | The Issue of Baselines in Explainability Methods. | George Ioannou, Andreas Stafylopatis |
| 2022 | FDG | State similarity based Rapid Action Value Estimation for general game playing MCTS agents. | Tasos Papagiannis, Georgios Alexandridis, Andreas Stafylopatis |
| 2020 | ICMLA | Applying Gradient Boosting Trees and Stochastic Leaf Evaluation to MCTS on Hearthstone. | Tasos Papagiannis, Georgios Alexandridis, Andreas Stafylopatis |
| 2019 | ACL | Abstractive Text Summarization Based on Deep Learning and Semantic Content Generalization. | Panagiotis Kouris, Georgios Alexandridis, Andreas Stafylopatis |
| 2019 | EANN | A Robust Deep Ensemble Classifier for Figurative Language Detection. | Rolandos Alexandros Potamias, Georgios Siolas, Andreas Stafylopatis |
| 2019 | ICIP | High-Resolution Class Activation Mapping. | Thanos Tagaris, Maria Sdraka, Andreas Stafylopatis |
| 2019 | WWW | From Free-text User Reviews to Product Recommendation using Paragraph Vectors and Matrix Factorization. | Georgios Alexandridis, Thanos Tagaris, Giorgos Siolas, Andreas Stafylopatis |
| 2018 | ICIP | Investigating the Best Performing Task Conditions of a Multi-Tasking Learning Model in Healthcare Using Convolutional Neural Networks: Evidence from a Parkinson'S Disease Database. | Aggeliki Vlachostergiou, Athanasios Tagaris, Andreas Stafylopatis, Stefanos D. Kollias |
| 2018 | ICIP | Multi-Task Learning for Predicting Parkinson's Disease Based on Medical Imaging Information. | Aggeliki Vlachostergiou, Athanasios Tagaris, Andreas Stafylopatis, Stefanos D. Kollias |
| 2018 | ICTAI | Neural Network Specialists for Inverse Spiral Inductor Design. | Nikolaos Dervenis, Georgios Alexandridis, Andreas Stafylopatis |
| 2018 | ICTAI | Statistical Machine Translation for Greek to Greek Sign Language Using Parallel Corpora Produced via Rule-Based Machine Translation. | Dimitris Kouremenos, Klimis S. Ntalianis, Giorgos Siolas, Andreas Stafylopatis |
| 2017 | EANN | Intrinsic Plagiarism Detection with Feature-Rich Imbalanced Dataset Learning. | Andrianna Polydouri, Georgios Siolas, Andreas Stafylopatis |
| 2017 | EANN | Assessment of Parkinson's Disease Based on Deep Neural Networks. | Athanasios Tagaris, Dimitrios Kollias, Andreas Stafylopatis |
| 2015 | ICCCI | Mining Interesting Topics in Twitter Communities. | Eleni Vathi, Georgios Siolas, Andreas Stafylopatis |
| 2015 | ICTAI | Advancing the Terminological Classification of Semi-structured Documents. | Georgios Stratogiannis, Georgios Siolas, Georgios Stamou, Andreas Stafylopatis, Alexandros Chortaras, Athanasios Tagaris |
| 2013 | EANN | Intelligent and Adaptive Pervasive Future Internet: Smart Cities for the Citizens. | George Caridakis, Georgios Siolas, Phivos Mylonas, Stefanos D. Kollias, Andreas Stafylopatis |
| 2013 | RecSys | Improving Social Recommendations by applying a Personalized Item Clustering Policy. | Georgios Alexandridis, Georgios Siolas, Andreas Stafylopatis |
| 2010 | ICANN | An Efficient Collaborative Recommender System Based on | Georgios Alexandridis, Georgios Siolas, Andreas Stafylopatis |
| 2010 | ICANN | An Artificial Immune Network for Multi-objective Optimization. | Aris Lanaridis, Andreas Stafylopatis |
| 2009 | ICANN | Connectionist Models for Formal Knowledge Adaptation. | Ilianna Kollia, Nikos Simou, Giorgos B. Stamou, Andreas Stafylopatis |
| 2009 | ICANN | Relevance Feedback for Content-Based Image Retrieval Using Support Vector Machines and Feature Selection. | Apostolos Marakakis, Nikolas P. Galatsanos, Aristidis Likas, Andreas Stafylopatis |
| 2009 | ICTAI | Multi-dimensional Raycasting for Fuzzy Pattern Classication. | Aris Lanaridis, Andreas Stafylopatis |
| 2009 | ICTAI | A Hybrid Web-Based Measure for Computing Semantic Relatedness Between Words. | Gerasimos Spanakis, Georgios Siolas, Andreas Stafylopatis |
| 2008 | BIBE | Sequence clustering with the Self-Organizing Hidden Markov Model Map. | Christos Ferles, Andreas Stafylopatis |
| 2008 | HIS | Clonal Selection-Based Neural Classifier. | Aris Lanaridis, Vasileios Karakasis, Andreas Stafylopatis |
| 2008 | ICANN | Adaptation of Connectionist Weighted Fuzzy Logic Programs with Kripke-Kleene Semantics. | Alexandros Chortaras, Giorgos B. Stamou, Andreas Stafylopatis, Stefanos D. Kollias |
| 2008 | ICANN | Semantic Adaptation of Neural Network Classifiers in Image Segmentation. | Nikos Simou, Thanos Athanasiadis, Stefanos D. Kollias, Giorgos B. Stamou, Andreas Stafylopatis |
| 2008 | ICTAI | A Hybrid Self-Organizing Model for Sequence Analysis. | Christos Ferles, Andreas Stafylopatis |
| 2008 | ICTAI | Application of Relevance Feedback in Content Based Image Retrieval Using Gaussian Mixture Models. | Apostolos Marakakis, Nikolas P. Galatsanos, Aristidis Likas, Andreas Stafylopatis |
| 2007 | ECSQARU | Integrated Query Answering with Weighted Fuzzy Rules. | Alexandros Chortaras, Giorgos B. Stamou, Andreas Stafylopatis |
| 2007 | ICANN | Probabilistic Video-Based Gesture Recognition Using Self-organizing Feature Maps. | George Caridakis, Christos Pateritsas, Athanasios I. Drosopoulos, Andreas Stafylopatis, Stefanos D. Kollias |
| 2006 | CEC | Data Mining based on Gene Expression Programming and Clonal Selection. | Vasileios Karakasis, Andreas Stafylopatis |
| 2006 | ICANN | Adaptation of Weighted Fuzzy Programs. | Alexandros Chortaras, Giorgos B. Stamou, Andreas Stafylopatis |
| 2006 | ICANN | A Relevance Feedback Approach for Content Based Image Retrieval Using Gaussian Mixture Models. | Apostolos Marakakis, Nikolas P. Galatsanos, Aristidis Likas, Andreas Stafylopatis |
| 2006 | ICANN | A Nearest Features Classifier Using a Self-organizing Map for Memory Base Evaluation. | Christos Pateritsas, Andreas Stafylopatis |
| 2006 | IJCNN | A Connectionist Model for Weighted Fuzzy Programs. | Alexandros Chortaras, Giorgos B. Stamou, Andreas Stafylopatis, Stefanos D. Kollias |
| 2005 | ICANN | Learning Ontology Alignments Using Recursive Neural Networks. | Alexandros Chortaras, Giorgos B. Stamou, Andreas Stafylopatis |
| 2005 | IJCNN | Symbolic rule extraction with a scaled conjugate gradient version of CLARION. | Tasos Falas, Andreas Stafylopatis |
| 2005 | ISDA | A Hybrid Movie Recommender System Based on Neural Networks. | Christina Christakou, Andreas Stafylopatis |
| 2004 | IJCNN | Classification of medical data with a robust multi-level combination scheme. | George L. Tsirogiannis, Dimitrios S. Frossyniotis, John S. Stoitsis, Spyretta Golemati, Andreas Stafylopatis, Konstantina S. Nikita |
| 2004 | SMC | A SOM-based classifier with enhanced structure learning. | Christos Pateritsas, Minas Pertselakis, Andreas Stafylopatis |
| 2003 | ICANN | An Adaptable Gaussian Neuro-Fuzzy Classifier. | Minas Pertselakis, Dimitrios S. Frossyniotis, Andreas Stafylopatis |
| 2002 | ICANN | Mapping the Growing Neural Gas to Situation Calculus. | Dimitrios Vogiatzis, Andreas Stafylopatis |
| 1999 | IJCNN | A neural network endowed with symbolic processing ability. | Dimitrios Vogiatzis, Andreas Stafylopatis |
| 1997 | ICTAI | A Fuzzy Neural Network Approach to Classification Based on Proximity Characteristics of Patterns. | Konstantinos Blekas, Aristidis Likas, Andreas Stafylopatis |
| 1993 | ESANN | Embedding knowledge into stochastic learning automata for fast solution of binary constraint satisfaction problems. | D. Kontoravdis, Aristidis Likas, Andreas Stafylopatis |
| 1992 | ECAI | Collision-Free Movement of an Autonomous Vehicle Using Reinforcement Learning. | D. Kontoravdis, Aristidis Likas, Andreas Stafylopatis |
| 1987 | ICS | On the Processing Time of a Parallel Linear System Solver. | Andreas Stafylopatis, Athanasios Drigas |
| 1987 | PERFORMANCE | Delay Analysis of Resequencing Systems with Partial Ordering. | Andreas Stafylopatis, Erol Gelenbe |