EAN: 9783319898025

LEARNING FROM DATA STREAMS IN EVOLVING ENVIRONM...

This edited book covers recent advances of techniques  methods and tools treating the problem
of learning from data streams generated by evolving non-stationary processes. The goal is to
discuss and overview the advanced techniques  methods and tools that are dedicated to manage 
exploit and interpret data streams in non-stationary environments. The book includes the
required notions  definitions  and background to understand the problem of learning from data
streams in non-stationary environments and synthesizes the state-of-the-art in the domain 
discussing advanced aspects and concepts and presenting open problems and future challenges in
this field. Provides multiple examples to facilitate the understanding data streams in
non-stationary environments  Presents several application cases to show how the methods solve
different real world problems  Discusses the links between methods to help stimulate new
research and application directions.

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