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Signal Processing and Pattern Recognition in Electronic Tongues: A Review
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Author(s): Jersson X. Leon-Medina (Universidad Nacional de Colombia, Colombia), Maribel Anaya Vejar (Universidad Santo Tomás, Colombia & Universitat Politècnica de Catalunya, Spain)and Diego A. Tibaduiza (Universidad Nacional de Colombia, Colombia)
Copyright: 2020
Pages: 25
Source title:
Pattern Recognition Applications in Engineering
Source Author(s)/Editor(s): Diego Alexander Tibaduiza Burgos (Universidad Nacional de Colombia, Colombia), Maribel Anaya Vejar (Universidad Sergio Arboleda, Colombia)and Francesc Pozo (Universitat Politècnica de Catalunya, Spain)
DOI: 10.4018/978-1-7998-1839-7.ch004
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Abstract
This chapter reviews the development of solutions related to the practical implementation of electronic tongue sensor arrays. Some of these solutions are associated with the use of data from different instrumentation and acquisition systems, which may vary depending on the type of data collected, the use and development of data pre-processing strategies, and their subsequent analysis through the development of pattern recognition methodologies. Most of the time, these methodologies for signal processing are composed of stages for feature selection, feature extraction, and finally, classification or regression through a machine learning algorithm.
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