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ORCIDMarios M. Polycarpou
- > Home > Persons > Marios M. Polycarpou
Publications
- 2024
[i26]Jin Li, Kleanthis Malialis, Christos G. Panayiotou, Marios M. Polycarpou:
Unsupervised Incremental Learning with Dual Concept Drift Detection for Identifying Anomalous Sequences. CoRR abs/2403.03576 (2024)- 2023
- [c149]Jin Li
, Kleanthis Malialis, Marios M. Polycarpou:
Autoencoder-based Anomaly Detection in Streaming Data with Incremental Learning and Concept Drift Adaptation. IJCNN 2023: 1-8 - [c145]André Artelt, Kleanthis Malialis, Christos G. Panayiotou, Marios M. Polycarpou, Barbara Hammer:
Unsupervised Unlearning of Concept Drift with Autoencoders. SSCI 2023: 703-710 - [i14]Jin Li, Kleanthis Malialis, Marios M. Polycarpou:
Autoencoder-based Anomaly Detection in Streaming Data with Incremental Learning and Concept Drift Adaptation. CoRR abs/2305.08977 (2023) - 2022
- [j115]Kleanthis Malialis, Christos G. Panayiotou, Marios M. Polycarpou:
Nonstationary data stream classification with online active learning and siamese neural networks✩. Neurocomputing 512: 235-252 (2022) - [c138]Kleanthis Malialis, Manuel Roveri, Cesare Alippi, Christos G. Panayiotou, Marios M. Polycarpou:
A Hybrid Active-Passive Approach to Imbalanced Nonstationary Data Stream Classification. SSCI 2022: 1021-1027 - [c137]Kleanthis Malialis, Dimitris Papatheodoulou, Stylianos Filippou, Christos G. Panayiotou, Marios M. Polycarpou:
Data Augmentation On-the-fly and Active Learning in Data Stream Classification. SSCI 2022: 1408-1414 - [i9]Kleanthis Malialis, Christos G. Panayiotou, Marios M. Polycarpou:
Nonstationary data stream classification with online active learning and siamese neural networks. CoRR abs/2210.01090 (2022) - [i8]Kleanthis Malialis, Manuel Roveri, Cesare Alippi, Christos G. Panayiotou, Marios M. Polycarpou:
A Hybrid Active-Passive Approach to Imbalanced Nonstationary Data Stream Classification. CoRR abs/2210.04949 (2022) - [i7]Kleanthis Malialis, Dimitris Papatheodoulou, Stylianos Filippou, Christos G. Panayiotou, Marios M. Polycarpou:
Data augmentation on-the-fly and active learning in data stream classification. CoRR abs/2210.06873 (2022) - [i6]André Artelt, Kleanthis Malialis, Christos G. Panayiotou, Marios M. Polycarpou, Barbara Hammer:
Unsupervised Unlearning of Concept Drift with Autoencoders. CoRR abs/2211.12989 (2022) - 2021
- [j96]Kleanthis Malialis, Christos G. Panayiotou, Marios M. Polycarpou:
Online Learning With Adaptive Rebalancing in Nonstationary Environments. IEEE Trans. Neural Networks Learn. Syst. 32(10): 4445-4459 (2021) - 2020
- [c130]Kleanthis Malialis, Christos G. Panayiotou, Marios M. Polycarpou:
Data-efficient Online Classification with Siamese Networks and Active Learning. IJCNN 2020: 1-7 - [i4]Kleanthis Malialis, Christos G. Panayiotou, Marios M. Polycarpou:
Online Learning With Adaptive Rebalancing in Nonstationary Environments. CoRR abs/2009.11942 (2020) - [i3]Kleanthis Malialis, Christos G. Panayiotou, Marios M. Polycarpou:
Data-efficient Online Classification with Siamese Networks and Active Learning. CoRR abs/2010.01659 (2020) - 2018
- [c108]Kleanthis Malialis, Christos G. Panayiotou, Marios M. Polycarpou:
Queue-Based Resampling for Online Class Imbalance Learning. ICANN (1) 2018: 498-507 - [i2]Kleanthis Malialis, Christoforos Panayiotou, Marios M. Polycarpou:
Queue-based Resampling for Online Class Imbalance Learning. CoRR abs/1809.10388 (2018)
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