A taxonomic look at instance-based stream classifiers
Sign Up to like & getrecommendations! Published in 2018 at "Neurocomputing"
DOI: 10.1016/j.neucom.2018.01.062
Abstract: Abstract Large numbers of data streams are today generated in many fields. A key challenge when learning from such streams is the problem of concept drift. Many methods, including many prototype methods, have been proposed… read more here.
Keywords: concept drift; taxonomic look; based stream; instance based ... See more keywords
Resource-Aware Edge-Based Stream Analytics
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Internet Computing"
DOI: 10.1109/mic.2022.3152478
Abstract: Understanding how machine learning (ML) algorithms can be used for stream processing on edge devices remains an important challenge. Such ML algorithms can be represented as operators and dynamically adapted based on the resources on… read more here.
Keywords: stream processing; stream; resource aware; edge based ... See more keywords
Centroid estimation for a Shack-Hartmann wavefront sensor based on stream processing.
Sign Up to like & getrecommendations! Published in 2017 at "Applied optics"
DOI: 10.1364/ao.56.006466
Abstract: Using center of gravity to estimate the centroid of the spot in a Shack-Hartmann wavefront sensor, the measurement corrupts with photon and detector noise. Parameters, like window size, often require careful optimization to balance the… read more here.
Keywords: hartmann wavefront; stream; stream processing; wavefront sensor ... See more keywords