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Intelligent Sensory Evaluation: Methodologies and Applications / Edition 1

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Overview

In today's industrial companies, sensory evaluation is widely used in quality inspection of products, in marketing study and in many other fields such as risk evaluation, investment evaluation and safety evaluation. This book collects a number of representative methods on sensory evaluation. The book reports recent research results and provides a state of the art on intelligent techniques-based sensory evaluation in industrial applications. The focus is especially on theoretical/analytical solutions to the problems of real interest in intelligent techniques with applications to engineers and managers of different industrial departments such as production, quality inspection, product design and development and marketing.

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Product Details

  • ISBN-13: 9783540203247
  • Publisher: Springer Berlin Heidelberg
  • Publication date: 3/31/2004
  • Series: Engineering Online Library
  • Edition description: 2004
  • Edition number: 1
  • Pages: 443
  • Product dimensions: 6.44 (w) x 9.32 (h) x 1.20 (d)

Table of Contents

Foreword
Editors' preface
Intelligent sensory evaluation : an introduction 1
Pt. 1 Basic issues 11
Multidimensional spaces of objects and features towards intelligent sensory fusion 13
A safety-cost based design-decision support framework using fuzzy evidential reasoning approach 31
Using general fuzzy number to handle uncertainty and imprecision in group decision-making 51
A multi-granular linguistic decision model for evaluating the quality of network services 71
From measurements to validation - soft computing contributions 93
Mechanism of trust in panel system 115
Evaluating schedule performance in flexible job-shops 137
Pt. 2 Sensory evaluation applications 155
Formalization of at-line human evaluations to monitor product changes during processing : the concept of sensory indicator 157
The fuzzy symbolic approach for the control of sensory properties in food processes 175
Fuzzy inference systems to model sensory evaluation 197
A 2-tuple fuzzy linguistic model for sensory fabric hand evaluation 217
Sensory evaluation driven methodology for measurement system design 235
Man-machine interaction to extract features of odorous molecules 255
Computerized evaluation of visual capability using fuzzy logic and ROC theory 269
Measuring software development value using fuzzy logic 285
Pt. 3 Related industrial applications 309
Planning for sustainability in the Belgian electricity sector : a multi-criteria mapping exercise 311
Adaptive modeling and control of drug delivery systems using generalized fuzzy neural networks 327
Classification of breast cancers using dynamic fuzzy neural networks 347
Face recognition using an RBF neural classifier with hybrid learning 365
Application of fuzzy-integration-based multiple-information aggregation in automatic speech recognition 385
Automated quality control in sound speakers manufacturing using a hybrid neuro-fuzzy-fractal approach 401
Hardware implementation of a fuzzy controller for the battery charging process in an industrial plant 419
Subject index 441
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