Queue-based Resampling for Online Class Imbalance Learning

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Queue-based Resampling for Online Class Imbalance Learning

27 September 2018

Kleanthis Malialis

Marios M. Polycarpou

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Papers citing "Queue-based Resampling for Online Class Imbalance Learning"

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Title
SiameseDuo++: Active Learning from Data Streams with Dual Augmented Siamese Networks Kleanthis Malialis S. Filippou C. Panayiotou Marios M. Polycarpou AI4TS 63 0 0 06 Apr 2025
Autoencoder-based Anomaly Detection in Streaming Data with Incremental Learning and Concept Drift Adaptation Jin Li Kleanthis Malialis Marios M. Polycarpou 50 11 0 15 May 2023
Unsupervised Unlearning of Concept Drift with Autoencoders André Artelt Kleanthis Malialis C. Panayiotou Marios M. Polycarpou Barbara Hammer MU 49 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 50 8 0 13 Oct 2022
A Hybrid Active-Passive Approach to Imbalanced Nonstationary Data Stream Classification Kleanthis Malialis M. Roveri Cesare Alippi C. Panayiotou Marios M. Polycarpou AI4TS 61 9 0 10 Oct 2022
Nonstationary data stream classification with online active learning and siamese neural networks Kleanthis Malialis C. Panayiotou Marios M. Polycarpou 57 31 0 03 Oct 2022
Data-efficient Online Classification with Siamese Networks and Active Learning Kleanthis Malialis C. Panayiotou Marios M. Polycarpou 42 14 0 04 Oct 2020
Online Learning With Adaptive Rebalancing in Nonstationary Environments Kleanthis Malialis C. Panayiotou Marios M. Polycarpou 32 38 0 24 Sep 2020