26 entries « ‹ 1 of 5
› » 2020
Myridakis, Dimitrios; Papafotikas, Stefanos; Kalovrektis, Konstantinos; Kakarountas, Athanasios
Enhancing Security on IoT Devices via Machine Learning on Conditional Power Dissipation Journal Article
In: Electronics, vol. 9, no. 11, pp. 1799, 2020.
@article{myridakis2020enhancing,
title = {Enhancing Security on IoT Devices via Machine Learning on Conditional Power Dissipation},
author = {Dimitrios Myridakis and Stefanos Papafotikas and Konstantinos Kalovrektis and Athanasios Kakarountas},
year = {2020},
date = {2020-01-01},
journal = {Electronics},
volume = {9},
number = {11},
pages = {1799},
publisher = {Multidisciplinary Digital Publishing Institute},
keywords = {Hardware, IoT, Machine Learning, security, Smart Devices},
pubstate = {published},
tppubtype = {article}
}
2019
Vrahatis, A; Dimitrakopoulos, G; Tasoulis, S; Plagianakos, V
Enhancing Clustering of Single-Cell RNA-Seq Data by Proximity Learning on Random Projected Spaces Proceedings Article
In: 2019 IEEE 19th International Conference on Bioinformatics and Bioengineering (BIBE), pp. 846-849, 2019.
@inproceedings{8941747,
title = {Enhancing Clustering of Single-Cell RNA-Seq Data by Proximity Learning on Random Projected Spaces},
author = {A Vrahatis and G Dimitrakopoulos and S Tasoulis and V Plagianakos},
doi = {10.1109/BIBE.2019.00157},
year = {2019},
date = {2019-01-01},
booktitle = {2019 IEEE 19th International Conference on Bioinformatics and Bioengineering (BIBE)},
pages = {846-849},
keywords = {Machine Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
Chamatidis, Ilias; Spathoulas, Georgios
Machine Learning for All: A More Robust Federated Learning Framework Proceedings Article
In: Proceedings of the 5th International Conference on Information Systems Security and Privacy - Volume 1: ICISSP,, pp. 544-551, INSTICC SciTePress, 2019, ISBN: 978-989-758-359-9.
@inproceedings{icissp19,
title = {Machine Learning for All: A More Robust Federated Learning Framework},
author = {Ilias Chamatidis and Georgios Spathoulas},
doi = {10.5220/0007571705440551},
isbn = {978-989-758-359-9},
year = {2019},
date = {2019-01-01},
booktitle = {Proceedings of the 5th International Conference on Information Systems Security and Privacy - Volume 1: ICISSP,},
pages = {544-551},
publisher = {SciTePress},
organization = {INSTICC},
keywords = {blockchain, Machine Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
Papafotikas, Stefanos; Kakarountas, Athanasios
A Machine-Learning Clustering Approach for Intrusion Detection to IoT Devices Proceedings Article
In: 2019 4th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM), pp. 1–6, IEEE 2019.
@inproceedings{papafotikas2019machine,
title = {A Machine-Learning Clustering Approach for Intrusion Detection to IoT Devices},
author = {Stefanos Papafotikas and Athanasios Kakarountas},
year = {2019},
date = {2019-01-01},
booktitle = {2019 4th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM)},
pages = {1--6},
organization = {IEEE},
keywords = {Anomaly Detection, Intrusion Detection, IoT, Machine Learning, security, Smart Devices},
pubstate = {published},
tppubtype = {inproceedings}
}
Tsoukas, Vasileios; Kolomvatsos, Konstantinos; Chioktour, Vasileios; Kakarountas, Athanasios
A Comparative Assessment of Machine Learning Algorithms for Events Detection Proceedings Article
In: 2019 4th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM), pp. 1–4, IEEE 2019.
@inproceedings{tsoukas2019comparative,
title = {A Comparative Assessment of Machine Learning Algorithms for Events Detection},
author = {Vasileios Tsoukas and Konstantinos Kolomvatsos and Vasileios Chioktour and Athanasios Kakarountas},
year = {2019},
date = {2019-01-01},
booktitle = {2019 4th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM)},
pages = {1--4},
organization = {IEEE},
keywords = {Algorithms, Data, Machine Learning},
pubstate = {published},
tppubtype = {inproceedings}
}
2018
Iakovidis, Dimitris K; Georgakopoulos, Spiros V; Vasilakakis, Michael; Koulaouzidis, Anastasios; Plagianakos, Vassilis P
Detecting and locating gastrointestinal anomalies using deep learning and iterative cluster unification Journal Article
In: IEEE transactions on medical imaging, vol. 37, no. 10, pp. 2196–2210, 2018.
@article{iakovidis2018detecting,
title = {Detecting and locating gastrointestinal anomalies using deep learning and iterative cluster unification},
author = {Dimitris K Iakovidis and Spiros V Georgakopoulos and Michael Vasilakakis and Anastasios Koulaouzidis and Vassilis P Plagianakos},
year = {2018},
date = {2018-01-01},
journal = {IEEE transactions on medical imaging},
volume = {37},
number = {10},
pages = {2196--2210},
publisher = {IEEE},
keywords = {Machine Learning},
pubstate = {published},
tppubtype = {article}
}
26 entries « ‹ 1 of 5
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