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Kleanthis Malialis
Kleanthis Malialis
KIOS Research and Innovation Center of Excellence, University of Cyprus
ucy.ac.cy의 이메일 확인됨 - 홈페이지
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Real-time bidding by reinforcement learning in display advertising
H Cai, K Ren, W Zhang, K Malialis, J Wang, Y Yu, D Guo
10th ACM International Conference on Web Search and Data Mining (WSDM), 661-670, 2017
3202017
Distributed response to network intrusions using multiagent reinforcement learning
K Malialis, D Kudenko
Engineering Applications of Artificial Intelligence 41, 270-284, 2015
802015
Resource abstraction for reinforcement learning in multiagent congestion problems
K Malialis, S Devlin, D Kudenko
International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2016
402016
Online Learning With Adaptive Rebalancing in Nonstationary Environments
K Malialis, CG Panayiotou, MM Polycarpou
IEEE Transactions on Neural Networks and Learning Systems, 2021
392021
Distributed reinforcement learning for adaptive and robust network intrusion response
K Malialis, S Devlin, D Kudenko
Connection Science 27 (3), 234-252, 2015
332015
Nonstationary data stream classification with online active learning and siamese neural networks✩
K Malialis, CG Panayiotou, MM Polycarpou
Neurocomputing 512, 235-252, 2022
292022
Multiagent Router Throttling: Decentralized Coordinated Response Against DDoS Attacks
K Malialis, D Kudenko
AAAI Conference on Innovative Applications of Artificial Intelligence (IAAI), 2013
222013
Distributed reinforcement learning for network intrusion response
K Malialis
University of York, 2014
192014
Queue-Based Resampling for Online Class Imbalance Learning
K Malialis, C Panayiotou, MM Polycarpou
27th International Conference on Artificial Neural Networks (ICANN), 498-507, 2018
162018
Data-efficient online classification with siamese networks and active learning
K Malialis, CG Panayiotou, MM Polycarpou
International Joint Conference on Neural Networks (IJCNN), 2020
142020
Autoencoder-based Anomaly Detection in Streaming Data with Incremental Learning and Concept Drift Adaptation
J Li, K Malialis, MM Polycarpou
2023 International Joint Conference on Neural Networks (IJCNN), 2023
132023
Large-scale DDoS response using cooperative reinforcement learning
K Malialis, D Kudenko
11th European workshop on multi-agent systems (EUMAS), 2013
122013
A machine learning approach for detecting gps location spoofing attacks in autonomous vehicles
S Filippou, A Achilleos, SZ Zukhraf, C Laoudias, K Malialis, MK Michael, ...
2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring), 1-7, 2023
102023
Data augmentation on-the-fly and active learning in data stream classification
K Malialis, D Papatheodoulou, S Filippou, CG Panayiotou, ...
Symposium Series on Computational Intelligence (SSCI), 2022
102022
A hybrid active-passive approach to imbalanced nonstationary data stream classification
K Malialis, M Roveri, C Alippi, CG Panayiotou, MM Polycarpou
Symposium Series on Computational Intelligence (SSCI), 2022
82022
Unsupervised unlearning of concept drift with autoencoders
A Artelt, K Malialis, CG Panayiotou, MM Polycarpou, B Hammer
2023 IEEE Symposium Series on Computational Intelligence (SSCI), 703-710, 2023
62023
Feature Selection as a Multiagent Coordination Problem
K Malialis, J Wang, G Brooks, G Frangou
AAMAS Workshop on Adaptive and Learning Agents (ALA), 2016
52016
Monitoring domestic water consumption: a comparative study of model-based and data-driven end-use disaggregation methods
PV Pavlou, S Filippou, S Solonos, SG Vrachimis, K Malialis, DG Eliades, ...
Journal of Hydroinformatics 26 (4), 709-726, 2024
42024
A Study of Data-Driven Methods for Adaptive Forecasting of COVID-19 Cases
C Stylianides, K Malialis, P Kolios
International Conference on Artificial Neural Networks, 62-74, 2023
32023
Multi-agent reinforcement learning for multiple rogue drone interception
P Valianti, K Malialis, P Kolios, G Ellinas
2023 International Conference on Unmanned Aircraft Systems (ICUAS), 1037-1044, 2023
32023
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