Search Results for author: Ioannis Nasios

Found 3 papers, 2 papers with code

Citizen participation: crowd-sensed sustainable indoor location services

no code implementations25 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.

Blending gradient boosted trees and neural networks for point and probabilistic forecasting of hierarchical time series

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.

Feature Engineering Time Series

Cannot find the paper you are looking for? You can Submit a new open access paper.