Needle in a haystack: Mapping rare and infrequent crops using satellite imagery and data balancing methods
Sign Up to like & getrecommendations! Published in 2019 at "Remote Sensing of Environment"
DOI: 10.1016/j.rse.2019.111375
Abstract: Abstract Most cropping systems around the world are organised around few dominant crops and a larger number of less frequent crops. While rare and infrequent crops occupy a small share of the cropped area, they… read more here.
Keywords: class; accuracy; infrequent crops; satellite imagery ... See more keywords
A Machine Learning Approach to Valve Plate Failure Prediction in Piston Pumps Under Imbalanced Data Conditions: Comparison of Data Balancing Methods
Sign Up to like & getrecommendations! Published in 2025 at "Applied Sciences"
DOI: 10.3390/app152111542
Abstract: This article focuses on the problem of building a real-world predictive maintenance system for hydraulic piston pumps. Particular attention is given to the issue of limited data availability regarding the failure state of systems with… read more here.
Keywords: piston pumps; imbalanced data; balancing methods; data balancing ... See more keywords