Recognizing emotions in text using ensemble of classifiers I Perikos, I Hatzilygeroudis Engineering Applications of Artificial Intelligence 51, 191-201, 2016 | 210 | 2016 |
Categorizing approaches combining rule‐based and case‐based reasoning J Prentzas, I Hatzilygeroudis Expert Systems 24 (2), 97-122, 2007 | 204 | 2007 |
Deep learning approaches for facial emotion recognition: A case study on FER-2013 P Giannopoulos, I Perikos, I Hatzilygeroudis Advances in hybridization of intelligent methods: Models, systems and …, 2018 | 196 | 2018 |
Using a hybrid rule-based approach in developing an intelligent tutoring system with knowledge acquisition and update capabilities I Hatzilygeroudis, J Prentzas Expert systems with applications 26 (4), 477-492, 2004 | 118 | 2004 |
Integrating (rules, neural networks) and cases for knowledge representation and reasoning in expert systems I Hatzilygeroudis, J Prentzas Expert Systems with Applications 27 (1), 63-75, 2004 | 99 | 2004 |
Emotional community detection in social networks A Kanavos, I Perikos, I Hatzilygeroudis, A Tsakalidis Computers & Electrical Engineering 65, 449-460, 2018 | 96 | 2018 |
Integrating hybrid rule-based with case-based reasoning J Prentzas, I Hatzilygeroudis European Conference on Case-Based Reasoning, 336-349, 2002 | 83 | 2002 |
A web-based intelligent tutoring system using hybrid rules as its representational basis J Prentzas, I Hatzilygeroudis, J Garofalakis Intelligent Tutoring Systems: 6th International Conference, ITS 2002 …, 2002 | 81 | 2002 |
Hyperparameter optimization of LSTM network models through genetic algorithm N Gorgolis, I Hatzilygeroudis, Z Istenes, LG Gyenne 2019 10th International Conference on Information, Intelligence, Systems and …, 2019 | 72 | 2019 |
An innovative educational environment based on virtual reality and gamification for learning search algorithms F Grivokostopoulou, I Perikos, I Hatzilygeroudis 2016 IEEE Eighth International Conference on Technology for Education (T4E …, 2016 | 72 | 2016 |
An educational system for learning search algorithms and automatically assessing student performance F Grivokostopoulou, I Perikos, I Hatzilygeroudis International Journal of Artificial Intelligence in Education 27, 207-240, 2017 | 71 | 2017 |
Deep learning methods for accurate skin cancer recognition and mobile application I Kousis, I Perikos, I Hatzilygeroudis, M Virvou Electronics 11 (9), 1294, 2022 | 66 | 2022 |
Knowledge representation requirements for intelligent tutoring systems I Hatzilygeroudis, J Prentzas International Conference on Intelligent Tutoring Systems, 87-97, 2004 | 65 | 2004 |
Neurules: improving the performance of symbolic rules I Hatzilygeroudis, J Prentzas International Journal on Artificial Intelligence Tools 9 (01), 113-130, 2000 | 60 | 2000 |
Recognizing emotion presence in natural language sentences I Perikos, I Hatzilygeroudis Engineering Applications of Neural Networks: 14th International Conference …, 2013 | 55 | 2013 |
Enter the serious E-scape room: A cost-effective serious game model for deep and meaningful E-learning S Mystakidis, E Cachafeiro, I Hatzilygeroudis 2019 10th International Conference on Information, Intelligence, Systems and …, 2019 | 54 | 2019 |
Real-time multiple object tracking using deep learning methods D Meimetis, I Daramouskas, I Perikos, I Hatzilygeroudis Neural Computing and Applications 35 (1), 89-118, 2023 | 53 | 2023 |
Combinations of case-based reasoning with other intelligent methods J Prentzas, I Hatzilygeroudis International Journal of Hybrid Intelligent Systems 6 (4), 189-209, 2009 | 49 | 2009 |
Examining attention mechanisms in deep learning models for sentiment analysis S Kardakis, I Perikos, F Grivokostopoulou, I Hatzilygeroudis Applied Sciences 11 (9), 3883, 2021 | 46 | 2021 |
Constructing modular hybrid rule bases for expert systems I Hatzilygeroudis, J Prentzas International Journal on Artificial Intelligence Tools 10 (01n02), 87-105, 2001 | 46 | 2001 |