| 2019 | SMC | Deep-PRESIMM: Integrating Deep Learning with Microsimulation for Traffic Prediction. | Aniekan Essien, Ilias Petrounias, Pedro Sampaio, Sandra Sampaio |
| 2018 | DEXA | The Impact of Rainfall and Temperature on Peak and Off-Peak Urban Traffic. | Aniekan Essien, Ilias Petrounias, Pedro Sampaio, Sandra Sampaio |
| 2014 | IJCNN | Identification of meat spoilage by FTIR spectroscopy and neural networks. | Vassilis S. Kodogiannis, Ilias Petrounias, Eva Kontogianni |
| 2013 | IWANN | Modeling of Survival Curves in Food Microbiology Using Fuzzy Wavelet Neural Networks. | Vassilis S. Kodogiannis, Ilias Petrounias |
| 2008 | IV | biTemporal Session Reconstruction for Visited Sessions Retrieval. | Ahmed Aburodes Assaid Elkilany, Ilias Petrounias |
| 2007 | ICALT | A Framework for Using Web Usage Mining to Personalise E-learning. | Hafidh Ba-Omar, Ilias Petrounias, Fahad Anwar |
| 2003 | SMC | Data warehouses-TOLAP-decision making. | Panagiotis Chountas, Christos Vasilakis, Elia El-Darzi, Ilias Petrounias, Andy Tseng |
| 2003 | SMC | A complete framework for Web mining. | Andy Tseng, Ilias Petrounias, Panagiotis Chountas |
| 2002 | FQAS | Representation & Querying of Temporal Conflict. | Panagiotis Chountas, Ilias Petrounias, Krassimir T. Atanassov, Vassilis Kodogiannis, Elia El-Darzi |
| 2001 | IDEAS | Virtual Integration of Temporal and Conflicting Information. | Panagiotis Chountas, Ilias Petrounias |
| 2001 | SMC | Workflow modelling in flexible based environments. | Hathal Al-Roki, Panagiotis Chountas, Ilias Petrounias |
| 2001 | SMC | Management of conflicting information in temporal environments. | Hathal Al-Roki, Panagiotis Chountas, Ilias Petrounias |
| 2000 | DaWaK | An Integrated Query and Mining System for Temporal Association Rules. | Xiaodong Chen, Ilias Petrounias |
| 2000 | FQAS | Representing Temporal and Factual Uncertainty. | Panagiotis Chountas, Ilias Petrounias |
| 2000 | ICDE | Discovering Temporal Association Rules: Algorithms, Language and System. | Xiaodong Chen, Ilias Petrounias |
| 2000 | IDEAS | Representation of Definite, Indefinite and Infinite Temporal Information. | Panagiotis Chountas, Ilias Petrounias |
| 1998 | DEXA | A Framework for Temporal Data Mining. | Xiaodong Chen, Ilias Petrounias |
| 1997 | ER | A Conceptual Development Framework for Temporal Information Systems. | Ilias Petrounias |
| 1994 | EDBT | A Rule-Based Approach for the Design and Implementation of Information Systems. | Ilias Petrounias, Pericles Loucopoulos |
| 1993 | CIKM | Development and Evaluation of an Application in a Deductive Environment. | Ilias Petrounias, Pericles Loucopoulos |