Theodoros Alexakis - Publications, H-index & Citations

Theodoros Alexakis

National Technical University of Athens

11H指数

33论文数

884被引数

收录论文 12

发表时间

Privacy-Preserving Federated Learning for Corruption Risk Detection in Public Procurement 隐私保护联邦学习在公共采购中的腐败风险检测

Electronics

IF2.6

2026-09-02

OAAI

Nikolaos Peppes; Theodoros Alexakis; Emmanouil Daskalakis; Evgenia Adamopoulou

Evaluating Synthetic Malicious Network Traffic Generated by GAN and VAE Models: A Data Quality Perspective 基于数据质量视角的生成对抗网络（GAN）和变分自编码器（VAE）模型生成合成恶意网络流量评估

Future Internet 2025, Vol. 17, Page 561

IF3.6

2025-12-05

OAAI

Nikolaos Peppes; Theodoros Alexakis; Emmanouil Daskalakis; Evgenia Adamopoulou

FoGGAN: Generating Realistic Parkinson's Disease Freezing of Gait Data Using GANs FoGGAN: 使用GANs生成逼真的帕金森病冻结步态数据

SENSORS

IF3.5

2023-09-28

OAAI

Peppes, Nikolaos; Tsakanikas, Panagiotis; Daskalakis, Emmanouil; Alexakis, Theodoros; Adamopoulou, Evgenia; Demestichas, Konstantinos

The Effectiveness of Zero-Day Attacks Data Samples Generated via GANs on Deep Learning Classifiers

SENSORS

IF3.5

2023-01-12

OAAI

Peppes, Nikolaos; Alexakis, Theodoros; Adamopoulou, Evgenia; Demestichas, Konstantinos

Malware Image Generation and Detection Method Using DCGANs and Transfer Learning 基于DCGANs和迁移学习的恶意软件图像生成与检测方法

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Peppes, Nikolaos; Alexakis, Theodoros; Daskalakis, Emmanouil; Demestichas, Konstantinos; Adamopoulou, Evgenia

A Distributed Big Data Analytics Architecture for Vehicle Sensor Data 面向车辆传感器数据的分布式大数据分析架构

SENSORS

IF3.5

2022-12-29

OAAI

Alexakis, Theodoros; Peppes, Nikolaos; Demestichas, Konstantinos; Adamopoulou, Evgenia

Applications of Fusion Techniques in E-Commerce Environments: A Literature Review

SENSORS

IF3.5

2022-05-25

OAAI

Daskalakis, Emmanouil; Remoundou, Konstantina; Peppes, Nikolaos; Alexakis, Theodoros; Demestichas, Konstantinos; Adamopoulou, Evgenia; Sykas, Efstathios

A Quality Control Methodology for Heterogeneous Vehicular Data Streams

SENSORS

IF3.5

2022-02-18

OAAI

Remoundou, Konstantina; Alexakis, Theodoros; Peppes, Nikolaos; Demestichas, Konstantinos; Adamopoulou, Evgenia

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

SENSORS

IF3.5

2021-11-10

OAAI

Peppes, Nikolaos; Daskalakis, Emmanouil; Alexakis, Theodoros; Adamopoulou, Evgenia; Demestichas, Konstantinos

Driving Behaviour Analysis Using Machine and Deep Learning Methods for Continuous Streams of Vehicular Data

SENSORS

IF3.5

2021-07-09

OAAI

Peppes, Nikolaos; Alexakis, Theodoros; Adamopoulou, Evgenia; Demestichas, Konstantinos

Survey on Security Threats in Agricultural IoT and Smart Farming 农业物联网与智慧农业安全威胁综述

SENSORS

IF3.5

2020-11-12

OAAI

Demestichas, Konstantinos; Peppes, Nikolaos; Alexakis, Theodoros

Frontotemporal Dysfunction in Amyotrophic Lateral Sclerosis: A Discriminant Function Analysis 肌萎缩侧索硬化的额颞功能障碍: 判别功能分析

NEURODEGENERATIVE DISEASES

IF2.6

2015-12-16

PREAI

Nidos, Andreas; Kasselimis, Dimitrios S.; Simos, Panagiotis G.; Rentzos, Michael; Alexakis, Theodoros; Zalonis, Loannis; Zouvelou, Vassiliki; Potagas, Constantin; Evdokimidis, Loannis; Woolley, Susan C.

研究方向