A survey on federated learning applications in healthcare, finance, and data privacy/data security

T Nevrataki, A Iliadou, G Ntolkeras… - AIP Conference …, 2023‏ - pubs.aip.org
Federated Learning (FL) has emerged as a promising approach for distributed machine
learning. FL enables multiple parties to collaboratively train a model without sharing their …

Machine learning methods for autism spectrum disorder classification

L Damianos, C Vlachas, KF Kollias… - AIP Conference …, 2023‏ - pubs.aip.org
It is important to acquire an early Autism Spectrum Disorder (ASD) diagnosis which can lead
to early intervention. However, ASD assessment is based on behavioural measures which …

Cloud-driven network security: A survey of methods, challenges, and innovations

M Stefanidou, GS Maraslidis, I Antoniadis… - AIP Conference …, 2024‏ - pubs.aip.org
Computer network security underpins trust and privacy in today's digital landscape. This
paper examines the current state of the art, pinpointing limitations in existing research that …

[PDF][PDF] Comparison hybrid techniques-based mixed transform using compression and quality metrics

ZIA Al-Rifaee, SI Abood, TZ Ismaeel - Indonesian Journal of …, 2023‏ - academia.edu
Image quality plays a vital role in improving and assessing image compression
performance. Image compression represents big image data to a new image with a smaller …

A survey of geographic information systems (GIS) and internet of things (IoT) technologies in brownfield transformation

F Fragulis, E Kollia, D Asimopoulos… - AIP Conference …, 2024‏ - pubs.aip.org
Brownfields, which can be found in urban or rural areas, present both challenges and
opportunities for redevelopment due to potential environmental contamination. These places …

Smart cars and autonomous driving in public transportation: An analysis of European and Greek perspectives

S Dialesiotis, M Papatsimouli… - AIP Conference …, 2024‏ - pubs.aip.org
This paper investigates the potential of autonomous vehicles (AVs) and smart cars, focusing
on their technical characteristics, impact on Greece and Europe, and their application within …

Simplified face image generation and aging with conditional generative adversarial networks

DC Asimopoulos, M Papatsimouli… - AIP Conference …, 2023‏ - pubs.aip.org
Generative Adversarial Networks have been used to generate artificial images of human
faces. Several types of GANs have been employed for this purpose with varying degrees of …

[فهرست منابع][C] Performance Enhancement of Image Captioning Technique Using Machine Learning Approach

D Goyal, S Prasad - Mathematical Statistician and Engineering Applications, 2022