Theodoros Alexakis

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 13

Top Topics

Abnormal Behavior

Top Venues

Publications

Theodoros Alexakis, Nikolaos Peppes, Konstantinos P. Demestichas, Evgenia F. Adamopoulou
A Distributed Big Data Analytics Architecture for Vehicle Sensor Data. Sensors 23 (1) (2023)
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 (2023)
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) (2023)
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) (2023)
Konstantina Remoundou, Theodoros Alexakis, Nikolaos Peppes, Konstantinos P. Demestichas, Evgenia F. Adamopoulou
A Quality Control Methodology for Heterogeneous Vehicular Data Streams. Sensors 22 (4) (2022)
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) (2022)
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) (2022)
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) (2021)
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) (2021)
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) (2021)
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)
Konstantinos P. Demestichas, Nikolaos Peppes, Theodoros Alexakis
Survey on Security Threats in Agricultural IoT and Smart Farming. Sensors 20 (22) (2020)
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)