Offline reinforcement learning (RL) has emerged as a promising approach for training intelligent agents without requiring real-time interaction with an environment, addressing a key limitation of traditional RL. This ...

Today scientists are working in e-Science environments and carry out in silico experiments. A powerful approach, with proven capabilities to facilitate the design process of computational experiments is based on Scientific ...

Elders who live alone generally have rich care networks—support networks of people who provide the elder with care. Such networks provide assistance ranging from day-to-day activities to social support and often include ...

One of the major factors limiting but also causing the application of modern technology in medicine is the response time to patients, should they need specialized medical care. In this thesis we propose a solution that can ...

This study analyses the rule extraction of the cardiovascular database using classification algorithm. Heart disease is one of the most common causes of death in the western world and increasing so in Cyprus. We constructed ...

This research work addresses security-related issues in the electronic and mobile healthcare environments and proposes an appropriate security framework. The proposed framework will identify the necessary security technologies ...

The continuously increasing use of computers in the Internet, as well as the need from new applications on quality of service, require efficient ways so the congestion in cases where the demand in bandwidth is increased ...

In this dissertation we attempt to solve the Email Classification problem with a novel method using a second-order function with a Convolutional Neural Network (CNN). As far as the literature is concerned, currently there ...

This research was conducted for the purposes of my master’s degree thesis and aims to create a machine learning model that can make funding predictions based on the data collected from entrepreneurs' funding pitches. ...

Volumetric capture (Volumetric video) is a technique that allows to create “holographic” recordings of actors, sets and props. The technique can be used to create immersive stories that sometimes reflect aspects of reality ...