Kleanthis Malialis

Distributed response to network intrusions using multiagent reinforcement learning

Daniel Kudenko, Kleanthis Malialis, D. Kudenko, 2015, Eng. Appl. Artif. Intell..

Online Learning With Adaptive Rebalancing in Nonstationary Environments

Marios M Polycarpou, Kleanthis Malialis, Christos G Panayiotou, 2020, IEEE Transactions on Neural Networks and Learning Systems.

Data-efficient Online Classification with Siamese Networks and Active Learning

Marios M. Polycarpou, Christos G. Panayiotou, Kleanthis Malialis, 2020, 2020 International Joint Conference on Neural Networks (IJCNN).

Multiagent Router Throttling: Decentralized Coordinated Response Against DDoS Attacks

Daniel Kudenko, Kleanthis Malialis, D. Kudenko, 2013, IAAI.

Coordinated Team Learning and Difference Rewards for Distributed Intrusion Response

Sam Devlin, Daniel Kudenko, Kleanthis Malialis, 2014, ECAI.

Distributed reinforcement learning for adaptive and robust network intrusion response

Sam Devlin, Daniel Kudenko, Kleanthis Malialis, 2015, Connect. Sci..

Queue-Based Resampling for Online Class Imbalance Learning pdf

Marios M. Polycarpou, Christoforos Panayiotou, Kleanthis Malialis, 2018, ICANN.

Feature Selection as a Multiagent Coordination Problem pdf

Jun Wang, Kleanthis Malialis, Gary Brooks, 2016, ArXiv.

Distributed reinforcement learning for network intrusion response

Kleanthis Malialis, Kleanthis Malialis, 2014 .

Real-Time Bidding by Reinforcement Learning in Display Advertising

Jun Wang, Yong Yu, Weinan Zhang, 2017, WSDM.

Resource Abstraction for Reinforcement Learning in Multiagent Congestion Problems pdf

Sam Devlin, Daniel Kudenko, Kleanthis Malialis, 2016, AAMAS.