Academic Publications

A Generalization of Multi-Source Fusion-Based Framework to Stock Selection

V Snášel, JD Velásquez, M Pant, D Georgiou, L Kong

Information Fusion, 2024

A novel framework for multi-source fusion-based stock selection, leveraging advanced machine learning techniques for financial decision-making.

Stock Selection Framework Image

A Machine Learning-Based Web Tool for the Severity Prediction of COVID-19

A Christodoulou, MS Katsarou, C Emmanouil, M Gavrielatos, D Georgiou, et al.

BioTech, 2024

Development of a web-based machine learning tool designed to predict the severity of COVID-19 using advanced predictive models.

COVID-19 ML tool

fMRI-Based Classification and Visual Explanation of Dyslexia and Spelling Disorder using Machine & Deep Learning

D Georgiou

National Technical University of Athens, 2022

A research study applying machine and deep learning techniques to classify and provide visual explanations for dyslexia and spelling disorders using fMRI data.

fFMRI Dyslexia

Academic Presentations

Complaints Classification : Sentinment Analytics, Machine Learning to assess if customer queries should have been logged as complaint

Dimitrios Georgiou

University of Economics in Krakow (UEK), January 2025

🗣️ I introduced students to using Machine Learning (ML) for Complaint Classification 📊, demonstrating how ML enhances customer experience by detecting sentiment and repeat complaints, leading to smarter business decisions. 🚀 I emphasized that ML isn’t just about models but solving real problems. 💡 To build a strong career, I advised students to think critically 🔍, invest in practical skills like Python & cloud tools 🛠️, and strengthen their network for better opportunities. 🌐

UEK Complaints Classification

Industry Publications & Articles

Conference Presentations


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