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Evolving Fuzzy Systems - Methodologies, Advanced Concepts and Applications
Paperback
Series: Studies in Fuzziness and Soft Computing, Book 266
Technology & EngineeringGeneral ComputersGeneral Mathematics
ISBN13: 9783642266928
Publisher: Springer Nature
Published: Feb 25 2013
Pages: 456
Weight: 1.47
Height: 0.97 Width: 6.14 Depth: 9.21
Language: English
I. Introduction.- Part I - Basic Methodologies.- II. Basic Algorithms for EFS.- III. EFS Approaches for Regression and Classification.- Part II - Advanced Concepts.- IV. Towards Robust and Process-Save EFS.- V. On Improving Performance and Increasing Useability of EFS.- VI. Interpretability Issues in EFS.- Part III - Applications.- VII. Online System Identification and Prediction.- VIII. On-Line Fault and Anomaly Detection.- IX. Visual Inspection Systems.- X. Further (Potential) Application Fields.- Epilog - Achievements, Open Problems and New Challenges in EFS.
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