Kleanthis Malialis

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Marios PolycarpouProfessor, Electrical & Computer Engr., KIOS Center of Excellence, University of CyprusVerified email at ucy.ac.cy
Christos PanayiotouKIOS Research Center of Excellence; Dep. of Electrical and Computer Eng.; University of CyprusVerified email at ucy.ac.cy
Daniel KudenkoL3S Research Center, Leibniz University Hannover, GermanyVerified email at l3s.de
Jun WangProfessor, Computer Science, University College LondonVerified email at cs.ucl.ac.uk
Sam DevlinMicrosoft Research CambridgeVerified email at microsoft.com
Weinan ZhangProfessor, Shanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
Yong Yu (俞勇)Professor, Shanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
Kan RenAssistant Professor, ShanghaiTech UniversityVerified email at shanghaitech.edu.cn
Han CaiNVIDIA ResearchVerified email at nvidia.com
Panayiotis KoliosDept. of Computer Science, KIOS Centre of Excellence, University of CyprusVerified email at ucy.ac.cy
Georgios EllinasProfessor, Dept. of Electrical and Computer Engineering, KIOS Center of Excellence, Univ. of CyprusVerified email at ucy.ac.cy
Stelios G. VrachimisUniversity of CyprusVerified email at ucy.ac.cy
Demetrios G. EliadesAssistant Research Professor, KIOS Center of Excellence, University of CyprusVerified email at ucy.ac.cy
Panayiota ValiantiPhD Candidate, KIOS Research and Innovation Center of Excellence, University of CyprusVerified email at ucy.ac.cy
Barbara HammerProfessor, Bielefeld UniversityVerified email at techfak.uni-bielefeld.de
Maria K MichaelElectrical and Computer Engineering Department, KIOS Center of Excellence, University of CyprusVerified email at ucy.ac.cy
Christos LaoudiasResearch Lecturer, KIOS Research and Innovation Center of Excellence, University of CyprusVerified email at ucy.ac.cy
Cesare AlippiUniversità della Svizzera italiana, Politecnico di MilanoVerified email at usi.ch
Manuel RoveriPolitecnico di Milano, ItalyVerified email at elet.polimi.it
André ArteltBielefeld UniversityVerified email at techfak.uni-bielefeld.de

Kleanthis Malialis

KIOS Research and Innovation Center of Excellence, University of Cyprus

Verified email at ucy.ac.cy - Homepage

Machine Learning Data Stream Mining Incremental Learning Concept Drift Reinforcement Learning


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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	320	2017
Distributed response to network intrusions using multiagent reinforcement learning K Malialis, D Kudenko Engineering Applications of Artificial Intelligence 41, 270-284, 2015	80	2015
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	40	2016
Online Learning With Adaptive Rebalancing in Nonstationary Environments K Malialis, CG Panayiotou, MM Polycarpou IEEE Transactions on Neural Networks and Learning Systems, 2021	39	2021
Distributed reinforcement learning for adaptive and robust network intrusion response K Malialis, S Devlin, D Kudenko Connection Science 27 (3), 234-252, 2015	33	2015
Nonstationary data stream classification with online active learning and siamese neural networks✩ K Malialis, CG Panayiotou, MM Polycarpou Neurocomputing 512, 235-252, 2022	30	2022
Multiagent Router Throttling: Decentralized Coordinated Response Against DDoS Attacks K Malialis, D Kudenko AAAI Conference on Innovative Applications of Artificial Intelligence (IAAI), 2013	22	2013
Distributed reinforcement learning for network intrusion response K Malialis University of York, 2014	19	2014
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	16	2018
Data-efficient online classification with siamese networks and active learning K Malialis, CG Panayiotou, MM Polycarpou International Joint Conference on Neural Networks (IJCNN), 2020	14	2020
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	13	2023
Large-scale DDoS response using cooperative reinforcement learning K Malialis, D Kudenko 11th European workshop on multi-agent systems (EUMAS), 2013	12	2013
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	10	2023
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	10	2022
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	8	2022
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	6	2023
Feature Selection as a Multiagent Coordination Problem K Malialis, J Wang, G Brooks, G Frangou AAMAS Workshop on Adaptive and Learning Agents (ALA), 2016	5	2016
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	4	2024
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	3	2023
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	3	2023

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