Theodoros Alexakis

Orcid: 0000-0002-9138-2926

According to our database1, Theodoros Alexakis authored at least 13 papers between 2020 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

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Bibliography

2023
FoGGAN: Generating Realistic Parkinson's Disease Freezing of Gait Data Using GANs.
Sensors, October, 2023

The Effectiveness of Zero-Day Attacks Data Samples Generated via GANs on Deep Learning Classifiers.
Sensors, January, 2023

A Distributed Big Data Analytics Architecture for Vehicle Sensor Data.
Sensors, 2023

Malware Image Generation and Detection Method Using DCGANs and Transfer Learning.
IEEE Access, 2023

2022
A Quality Control Methodology for Heterogeneous Vehicular Data Streams.
Sensors, 2022

Applications of Fusion Techniques in E-Commerce Environments: A Literature Review.
Sensors, 2022

A Machine Learning-Based Method for Content Verification in the E-Commerce Domain.
Inf., 2022

2021
Performance of Machine Learning-Based Multi-Model Voting Ensemble Methods for Network Threat Detection in Agriculture 4.0.
Sensors, 2021

Driving Behaviour Analysis Using Machine and Deep Learning Methods for Continuous Streams of Vehicular Data.
Sensors, 2021

An Advanced Abnormal Behavior Detection Engine Embedding Autoencoders for the Investigation of Financial Transactions.
Inf., 2021

2020
Survey on Security Threats in Agricultural IoT and Smart Farming.
Sensors, 2020

Prediction and Visual Intelligence Platform for Detection of Irregularities and Abnormal Behaviour (short paper).
Proceedings of the Workshop on Machine Learning for Trend and Weak Signal Detection in Social Networks and Social Media, 2020

A Semantic Engine and an Ontology Visualization Tool for Advanced Crime Analysis.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020


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