Autoencoder-based Anomaly Detection in Streaming Data with Incremental Learning and Concept Drift Adaptation. - Jin Li 078; Kleanthis Malialis; Marios M. Polycarpou (IJCNN, 2023)

Unsupervised Incremental Learning with Dual Concept Drift Detection for Identifying Anomalous Sequences. - Jin Li 078; Kleanthis Malialis; Christos G. Panayiotou; Marios M. Polycarpou (IJCNN, 2024)

Incremental Learning with Concept Drift Detection and Prototype-based Embeddings for Graph Stream Classification. - Kleanthis Malialis; Jin Li 078; Christos G. Panayiotou; Marios M. Polycarpou (IJCNN, 2024)

Online Detection of Water Contamination Under Concept Drift. - Jin Li 078; Kleanthis Malialis; Stelios G. Vrachimis; Marios M. Polycarpou (CoRR, 2025)

Unsupervised Online Detection of Pipe Blockages and Leakages in Water Distribution Networks. - Jin Li 078; Kleanthis Malialis; Stelios G. Vrachimis; Marios M. Polycarpou (CoRR, 2025)