no code implementations • 25 Oct 2023 • Ioannis Nasios, Konstantinos Vogklis, Avleen Malhi, Anastasia Vayona, Panos Chatziadam, Vasilis Katos
In the present era of sustainable innovation, the circular economy paradigm dictates the optimal use and exploitation of existing finite resources.
1 code implementation • International Journal of Forecasting 2022 • Ioannis Nasios, Konstantinos Vogklis
The keypoints of our methodology are: a) transform the task to regression on sales for a single day b) information rich feature engineering c) create a diverse set of state-of-the-art machine learning models and d) carefully construct validation sets for model tuning.
1 code implementation • Icarus 2024 • Ioannis Nasios
This paper presents an application of artificial intelligence on mass spectrometry data for detecting habitability potential of ancient Mars.