A Hybrid Active-Passive Approach to Imbalanced Nonstationary Data Stream Classification

10 October 2022

Papers citing "A Hybrid Active-Passive Approach to Imbalanced Nonstationary Data Stream Classification"

6 / 6 papers shown

Title
SiameseDuo++: Active Learning from Data Streams with Dual Augmented Siamese Networks Kleanthis Malialis S. Filippou C. Panayiotou Marios M. Polycarpou AI4TS 34 0 0 06 Apr 2025
Online Detection of Water Contamination Under Concept Drift Jin Li Kleanthis Malialis Stelios G. Vrachimis Marios M. Polycarpou 33 0 0 03 Jan 2025
Incremental Learning with Concept Drift Detection and Prototype-based Embeddings for Graph Stream Classification Kleanthis Malialis Jin Li C. Panayiotou Marios M. Polycarpou CLL AI4TS 26 0 0 03 Apr 2024
Autoencoder-based Anomaly Detection in Streaming Data with Incremental Learning and Concept Drift Adaptation Jin Li Kleanthis Malialis Marios M. Polycarpou 13 11 0 15 May 2023
Unsupervised Unlearning of Concept Drift with Autoencoders André Artelt Kleanthis Malialis C. Panayiotou Marios M. Polycarpou Barbara Hammer MU 15 4 0 23 Nov 2022
Data augmentation on-the-fly and active learning in data stream classification Kleanthis Malialis Dimitris Papatheodoulou S. Filippou C. Panayiotou Marios M. Polycarpou 19 8 0 13 Oct 2022