Challenges in Benchmarking Stream Learning Algorithms with Real-world Data

Streaming data are increasingly present in real-world applications such as sensor measurements, satellite data feed, stock market, and financial data. The main characteristics of these applications are the online arrival of data observations at high speed and the susceptibility to changes in the dat...

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Veröffentlicht in:	arXiv.org 2020-06
Hauptverfasser:	Souza, Vinicius M A, dos Reis, Denis M, Maletzke, Andre G, Gustavo E A P A Batista
Format:	Artikel
Sprache:	eng
Schlagworte:	Adaptive algorithms Algorithms Benchmarks Computer Science - Learning Data transmission Datasets Evaluation Insects Machine learning Optical measuring instruments Proposals Public health Repositories Statistics - Machine Learning
Online-Zugang:	Volltext
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