17 citations · 40 across the 8 of their papers we have counts for
4 papers · 1 filter
The ecosystem of machine learning competitions: Platforms, participants, and their impact on AI development
Ioannis Nasios
Machine learning competitions (MLCs) play a pivotal role in advancing artificial intelligence (AI) by fostering innovation, skill development, and practical problem-solving. This s…
AI-driven multi-source data fusion for algal bloom severity classification in small inland water bodies: Leveraging Sentinel-2, DEM, and NOAA climate data
Ioannis Nasios
Harmful algal blooms are a growing threat to inland water quality and public health worldwide, creating an urgent need for efficient, accurate, and cost-effective detection methods…
Citizen participation: crowd-sensed sustainable indoor location services
Ioannis Nasios, Konstantinos Vogklis, Avleen Malhi +3
In the present era of sustainable innovation, the circular economy paradigm dictates the optimal use and exploitation of existing finite resources. At the same time, the transition…
Blending gradient boosted trees and neural networks for point and probabilistic forecasting of hierarchical time series
Ioannis Nasios, Konstantinos Vogklis
In this paper we tackle the problem of point and probabilistic forecasting by describing a blending methodology of machine learning models that belong to gradient boosted trees and…