Titlebook: Evolving Fuzzy Systems - Methodologies, Advanced Concepts and Applications; Edwin Lughofer Book 2011 Springer-Verlag Berlin Heidelberg 201

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GLIDE

On Improving Performance and Increasing Useability of EFSch demonstrated aspects which are necessary (’must haves’) for guiding evolving fuzzy systems to more robustness, process safety and meaningful output responses in case of specific occasions in the data streams (drift, outliers, faults, extrapolation situations etc.), the issues treated in this chap

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Interpretability Issues in EFSlly evolved based on incoming data streams in order to keep the models up-to-date with the primary goal to obtain on-line predictions from the models with high precision and quality. No attention was paid to interpretability aspects in the evolved fuzzy models, which are one of the key motivations f

PIZZA

Online System Identification and Predictionc on-line system identification strategy in multi-channel measurement systems (Section 7.1), it deals with concrete on-line identification and prediction scenarios in different industrial processes, namely: .As such, it should clearly underline the usefulness of on-line modelling with evolving fuzzy

沉著

On-Line Fault and Anomaly Detectionoccurrences, significantly deviation from the normal operation process. The first part of this chapter (Section 8.1) is a natural successor of the previous one, as it deals with the application of on-line identified models at multi-channel measurement systems for early detection of failures in indus

消極詞匯

Visual Inspection Systemsvising raw process data (measurement signals), here we deal with two-dimensional visual context information in form of images. In particular, in Section 9.1 we demonstrate how images showing the surface of production items will be analyzed if they show any untypical occurrences which may indicate fa

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Further (Potential) Application Fieldspplied and installed, covering ., tracking of objects in video streams, adaptive knowledge-discovery in bio-informatics and dynamic forecasting tasks in financial markets. The second part of this chapter (Sections 10.2.1 to 10.2.3) is dedicated to application fields, where evolving fuzzy systems and

抗原

Evolving Fuzzy Systems - Methodologies, Advanced Concepts and Applications

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