| 2024 | ESANN | Self-Supervised Learning from Incrementally Drifting Data Streams. | Valerie Vaquet, Jonas Vaquet, Fabian Hinder, Kleanthis Malialis, Christos G. Panayiotou, Marios M. Polycarpou, Barbara Hammer |
| 2024 | IJCNN | Unsupervised Incremental Learning with Dual Concept Drift Detection for Identifying Anomalous Sequences. | Jin Li, Kleanthis Malialis, Christos G. Panayiotou, Marios M. Polycarpou |
| 2024 | IJCNN | Incremental Learning with Concept Drift Detection and Prototype-based Embeddings for Graph Stream Classification. | Kleanthis Malialis, Jin Li, Christos G. Panayiotou, Marios M. Polycarpou |
| 2024 | IJCNN | Synergising Human-like Responses and Machine Intelligence for Planning in Disaster Response. | Savvas Papaioannou, Panayiotis Kolios, Christos G. Panayiotou, Marios M. Polycarpou |
| 2023 | IJCNN | Autoencoder-based Anomaly Detection in Streaming Data with Incremental Learning and Concept Drift Adaptation. | Jin Li, Kleanthis Malialis, Marios M. Polycarpou |
| 2022 | CEC | Solving the Electric Capacitated Vehicle Routing Problem with Cargo Weight. | Michalis Mavrovouniotis, Changhe Li, Georgios Ellinas, Marios M. Polycarpou |
| 2020 | CEC | A Benchmark Test Suite for the Electric Capacitated Vehicle Routing Problem. | Michalis Mavrovouniotis, Charalambos Menelaou, Stelios Timotheou, Georgios Ellinas, Christoforos Panayiotou, Marios M. Polycarpou |
| 2020 | IJCNN | Data-efficient Online Classification with Siamese Networks and Active Learning. | Kleanthis Malialis, Christos G. Panayiotou, Marios M. Polycarpou |
| 2020 | IJCNN | Distributed Fault Accommodation for a Class of Interconnected Nonlinear Systems with Event-Triggered Inter-Communications. | Dong Zhao, Marios M. Polycarpou |
| 2020 | IROS | Cooperative Simultaneous Tracking and Jamming for Disabling a Rogue Drone. | Savvas Papaioannou, Panayiotis Kolios, Christos G. Panayiotou, Marios M. Polycarpou |
| 2019 | CEC | Effective ACO-Based Memetic Algorithms for Symmetric and Asymmetric Dynamic Changes. | Michalis Mavrovouniotis, Ia Santos Bonilha, Felipe Martins Mller, Georgios Ellinas, Marios M. Polycarpou |
| 2019 | CEC | Electric Vehicle Charging Scheduling Using Ant Colony System. | Michalis Mavrovouniotis, Georgios Ellinas, Marios M. Polycarpou |
| 2018 | ICANN | Online Approximation of Prediction Intervals Using Artificial Neural Networks. | Myrianthi Hadjicharalambous, Marios M. Polycarpou, Christos G. Panayiotou |
| 2018 | ICANN | Queue-Based Resampling for Online Class Imbalance Learning. | Kleanthis Malialis, Christos G. Panayiotou, Marios M. Polycarpou |
| 2016 | CEC | Multi-constraint building partitioning formulation for effective contaminant detection and isolation. | Alexis Kyriacou, Stelios Timotheou, Michalis P. Michaelides, Christoforos Panayiotou, Marios M. Polycarpou |
| 2016 | IJCNN | A cognitive fault-detection design architecture. | Georgios M. Milis, Demetrios G. Eliades, Christos G. Panayiotou, Marios M. Polycarpou |
| 2016 | VEHITS | Shortest Path Routing in Transportation Networks with Time-Dependent Road Speeds. | Costas K. Constantinou, Georgios Ellinas, Christos G. Panayiotou, Marios M. Polycarpou |
| 2015 | INFOCOM | Modeling interdependent critical infrastructures using open hybrid automata. | Constantinos Heracleous, Christos G. Panayiotou, Marios M. Polycarpou, Georgios Ellinas |
| 2014 | CRITIS | Critical Infrastructure Online Fault Detection: Application in Water Supply Systems. | Constantinos Heracleous, Estefana Etchevs Miciolino, Roberto Setola, Federica Pascucci, Demetrios G. Eliades, Georgios Ellinas, Christos G. Panayiotou, Marios M. Polycarpou |
| 2014 | CRITIS | dbpRisk: Disinfection By-Product Risk Estimation. | Marios S. Kyriakou, Demetrios G. Eliades, Marios M. Polycarpou |
| 2014 | IJCNN | Contamination event detection in drinking water systems using a real-time learning approach. | Demetrios G. Eliades, Christos G. Panayiotou, Marios M. Polycarpou |
| 2014 | IJCNN | A distributed virtual sensor scheme for smart buildings based on adaptive approximation. | Vasso Reppa, Panayiotis M. Papadopoulos, Marios M. Polycarpou, Christos G. Panayiotou |
| 2013 | CRITIS | An Indoor Contaminant Sensor Placement Toolbox for Critical Infrastructure Buildings. | Demetrios G. Eliades, Michalis P. Michaelides, Marinos Christodoulou, Marios S. Kyriakou, Christos G. Panayiotou, Marios M. Polycarpou |
| 2012 | CRITIS | Contaminant Detection in Urban Water Distribution Networks Using Chlorine Measurements. | Demetrios G. Eliades, Marios M. Polycarpou |
| 2012 | IJCNN | A distributed architecture for sensor fault detection and isolation using adaptive approximation. | Vasso Reppa, Marios M. Polycarpou, Christos G. Panayiotou |
| 2009 | ICANN | Indoor Localization Using Neural Networks with Location Fingerprints. | Christos Laoudias, Demetrios G. Eliades, Paul Kemppi, Christos G. Panayiotou, Marios M. Polycarpou |
| 2008 | CRITIS | Security of Water Infrastructure Systems. | Demetrios G. Eliades, Marios M. Polycarpou |
| 2007 | ACC | Distributed fault diagnosis with overlapping decompositions and consensus filters. | Riccardo M. G. Ferrari, Thomas Parisini, Marios M. Polycarpou |
| 2004 | ICECCS | Robust On-Line Approximation Control of Uncertain Nonlinear Systems Subject to Constraints. | Marios M. Polycarpou, Jay A. Farrell, Manu Sharma |
| 2003 | ISCC | Fuzzy Explicit Marking for Congestion Control in Differentiated Services Networks. | Chrysostomos Chrysostomou, Andreas Pitsillides, George Hadjipollas, Y. Ahmet Sekercioglu, Marios M. Polycarpou |