| A deep-learning model for urban traffic flow prediction with traffic events mined from twitter A Essien, I Petrounias, P Sampaio, S Sampaio World Wide Web 24 (4), 1345-1368, 2021 | 178 | 2021 |
| Discovering Temporal Association Rules in Temporal Databases. X Chen, I Petrounias, H Heathfield IADT, 312-319, 1998 | 90 | 1998 |
| A clustering-based fuzzy wavelet neural network model for short-term load forecasting VS Kodogiannis, M Amina, I Petrounias International journal of neural systems 23 (05), 1350024, 2013 | 89 | 2013 |
| Mining temporal features in association rules X Chen, I Petrounias European Conference on Principles of Data Mining and Knowledge Discovery …, 1999 | 84 | 1999 |
| A framework for temporal data mining X Chen, I Petrounias International Conference on Database and Expert Systems Applications, 796-805, 1998 | 77 | 1998 |
| Improving urban traffic speed prediction using data source fusion and deep learning A Essien, I Petrounias, P Sampaio, S Sampaio 2019 IEEE International Conference on Big Data and Smart Computing (BigComp …, 2019 | 76 | 2019 |
| A hybrid intelligent approach for the prediction of electricity consumption M Amina, VS Kodogiannis, I Petrounias, D Tomtsis International Journal of Electrical Power & Energy Systems 43 (1), 99-108, 2012 | 72 | 2012 |
| A framework for using web usage mining to personalise e-learning H Ba-Omar, I Petrounias, F Anwar Seventh IEEE International Conference on Advanced Learning Technologies …, 2007 | 68 | 2007 |
| A neuro-fuzzy-based system for detecting abnormal patterns in wireless-capsule endoscopic images VS Kodogiannis, M Boulougoura, JN Lygouras, I Petrounias Neurocomputing 70 (4-6), 704-717, 2007 | 58 | 2007 |
| Discovering temporal association rules: Algorithms, language and system X Chen, I Petrounias Proceedings of 16th International Conference on Data Engineering (Cat. No …, 2000 | 53 | 2000 |
| Generalized Net Modelling of University Processes A Shannon, D Langova-Orozova, E Sotirova, I Petrounias, K Atanassov, ... KvB Visual Concepts Pty Ltd, Monograph, 2005 | 36 | 2005 |
| Generalized nets and information flow within a university A Shannon, K Atanassov, E Sotirova, D Langova-Orozova, M Krawczak, ... Warsaw School of Information Technology, Warsaw 212, 2007 | 35 | 2007 |
| Identification of the Listeria monocytogenes survival curves in UHT whole milk utilising local linear wavelet neural networks M Amina, VS Kodogiannis, IP Petrounias, JN Lygouras, GJE Nychas Expert Systems with Applications 39 (1), 1435-1450, 2012 | 34 | 2012 |
| The impact of rainfall and temperature on peak and off-peak urban traffic A Essien, I Petrounias, P Sampaio, S Sampaio Database and Expert Systems Applications: 29th International Conference …, 2018 | 27 | 2018 |
| Language support for temporal data mining X Chen, I Petrounias Principles of Data Mining and Knowledge Discovery: Second European Symposium …, 1998 | 26 | 1998 |
| Enhancing student engagement through artificial intelligence (AI): Understanding the basics, opportunities, and challenges A Nguyen, M Kremantzis, A Essien, I Petrounias, S Hosseini Journal of University Teaching and Learning Practice 21 (06), 2024 | 24 | 2024 |
| Generalized net model of lecturers’ evaluation of student work with intuitionistic fuzzy estimations A Shannon, E Sotirova, I Petrounias, K Atanassov, M Krawczak, ... Second International Workshop on Intuitionistic Fuzzy Sets, Banska Bystrica …, 2006 | 22 | 2006 |
| Deep-PRESIMM: Integrating deep learning with microsimulation for traffic prediction AE Essien, I Petrounias, P Sampaio, S Sampaio 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC …, 2019 | 21 | 2019 |
| A rule-based approach for the design and implementation of information systems I Petrounias, P Loucopoulos International Conference on Extending Database Technology, 159-172, 1994 | 20 | 1994 |
| Intuitionistic fuzzy estimations of lecturers’ evaluation of student work A Shannon, E Sotirova, I Petrounias, K Atanassov, M Krawczak, ... First International Workshop on Intuitionistic Fuzzy Sets, Generalized Nets …, 2006 | 19 | 2006 |
