8 citations · 14 across the 6 of their papers we have counts for
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cs.LG2024★ 3 cited
Incremental Learning with Concept Drift Detection and Prototype-based Embeddings for Graph Stream Classification
Kleanthis Malialis, Jin Li, Christos G. Panayiotou +1
Data stream mining aims at extracting meaningful knowledge from continually evolving data streams, addressing the challenges posed by nonstationary environments, particularly, conc…
cs.CE2024★ 8 cited
Unsupervised Incremental Learning with Dual Concept Drift Detection for Identifying Anomalous Sequences
Jin Li, Kleanthis Malialis, Christos G. Panayiotou +1
In the contemporary digital landscape, the continuous generation of extensive streaming data across diverse domains has become pervasive. Yet, a significant portion of this data re…