Georgios Makridis

Transforming sentiment analysis in the financial domain with ChatGPT

Georgios Fatouros, John Soldatos, Kalliopi Kouroumali et al. · Machine Learning with Applications · 2023 · 137 citations · Full text

Predictive maintenance leveraging machine learning for time-series forecasting in the maritime industry

Georgios Makridis, Dimosthenis Kyriazis, Stathis Plitsos · 2020 · 56 citations

Forecasting Methodology, Anomaly Detection, Machine Learning +22

A deep learning approach using natural language processing and time-series forecasting towards enhanced food safety

Georgios Makridis, Philip Mavrepis, Dimosthenis Kyriazis · Machine Learning · 2022 · 46 citations · Full text

Natural Language Processing, Food Defense, Deep Learning Approach +4

Deep learning enhancing banking services: a hybrid transaction classification and cash flow prediction approach

Dimitrios Kotios, Georgios Makridis, Georgios Fatouros et al. · Journal Of Big Data · 2022 · 44 citations · Full text

DeepVaR: a framework for portfolio risk assessment leveraging probabilistic deep neural networks

Georgios Fatouros, Georgios Makridis, Dimitrios Kotios et al. · Digital Finance · 2022 · 32 citations · Full text