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Journal Articles
- 2023
[j11]Nikolaos Peppes
, Theodoros Alexakis, Emmanouil Daskalakis, Konstantinos P. Demestichas, Evgenia F. Adamopoulou:
Malware Image Generation and Detection Method Using DCGANs and Transfer Learning. IEEE Access 11: 105872-105884 (2023)- [j10]Theodoros Alexakis, Nikolaos Peppes, Konstantinos P. Demestichas, Evgenia F. Adamopoulou:
A Distributed Big Data Analytics Architecture for Vehicle Sensor Data. Sensors 23(1): 357 (2023) - [j9]Nikolaos Peppes, Theodoros Alexakis, Evgenia F. Adamopoulou, Konstantinos P. Demestichas:
The Effectiveness of Zero-Day Attacks Data Samples Generated via GANs on Deep Learning Classifiers. Sensors 23(2): 900 (2023) - [j8]Nikolaos Peppes, Panagiotis Tsakanikas, Emmanouil Daskalakis, Theodoros Alexakis, Evgenia F. Adamopoulou, Konstantinos P. Demestichas:
FoGGAN: Generating Realistic Parkinson's Disease Freezing of Gait Data Using GANs. Sensors 23(19): 8158 (2023) - 2022
- [j7]Theodoros Alexakis, Nikolaos Peppes, Konstantinos P. Demestichas, Evgenia F. Adamopoulou:
A Machine Learning-Based Method for Content Verification in the E-Commerce Domain. Inf. 13(3): 116 (2022) - [j6]Konstantina Remoundou, Theodoros Alexakis, Nikolaos Peppes, Konstantinos P. Demestichas, Evgenia F. Adamopoulou:
A Quality Control Methodology for Heterogeneous Vehicular Data Streams. Sensors 22(4): 1550 (2022) - [j5]Emmanouil Daskalakis, Konstantina Remoundou, Nikolaos Peppes, Theodoros Alexakis, Konstantinos P. Demestichas, Evgenia F. Adamopoulou, Efstathios D. Sykas:
Applications of Fusion Techniques in E-Commerce Environments: A Literature Review. Sensors 22(11): 3998 (2022) - 2021
- [j4]Konstantinos P. Demestichas, Nikolaos Peppes, Theodoros Alexakis, Evgenia F. Adamopoulou:
An Advanced Abnormal Behavior Detection Engine Embedding Autoencoders for the Investigation of Financial Transactions. Inf. 12(1): 34 (2021) - [j3]Nikolaos Peppes, Theodoros Alexakis, Evgenia F. Adamopoulou, Konstantinos P. Demestichas:
Driving Behaviour Analysis Using Machine and Deep Learning Methods for Continuous Streams of Vehicular Data. Sensors 21(14): 4704 (2021) - [j2]Nikolaos Peppes, Emmanouil Daskalakis, Theodoros Alexakis, Evgenia F. Adamopoulou, Konstantinos P. Demestichas:
Performance of Machine Learning-Based Multi-Model Voting Ensemble Methods for Network Threat Detection in Agriculture 4.0. Sensors 21(22): 7475 (2021) - 2020
- [j1]Konstantinos P. Demestichas, Nikolaos Peppes, Theodoros Alexakis:
Survey on Security Threats in Agricultural IoT and Smart Farming. Sensors 20(22): 6458 (2020)
Conference and Workshop Papers
- 2020
- [c2]Nikolaos Peppes, Theodoros Alexakis, Evgenia F. Adamopoulou, Konstantina Remoundou, Konstantinos P. Demestichas:
A Semantic Engine and an Ontology Visualization Tool for Advanced Crime Analysis. KES 2020: 1829-1838 - [c1]Konstantinos P. Demestichas, Theodoros Alexakis, Nikolaos Peppes, Konstantina Remoundou, Ioannis V. Loumiotis, Wilmuth Müller, Konstantinos Avgerinakis:
Prediction and Visual Intelligence Platform for Detection of Irregularities and Abnormal Behaviour (short paper). TWSDetection 2020: 25-30
Coauthor Index
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