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Engineering Applications of Neural Networks

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Cover of 'Engineering Applications of Neural Networks'

Table of Contents

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    Book Overview
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    Chapter 1 Mixed Phenomenological and Neural Approach to Induction Motor Speed Estimation
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    Chapter 2 Closed Loop Identification of Nuclear Steam Generator Water Level Using ESN Network Tuned by Genetic Algorithm
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    Chapter 3 On-line Surface Roughness Prediction in Grinding Using Recurrent Neural Networks
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    Chapter 4 Reliability Analysis of Post-Tensioned Bridge Using Artificial Neural Network-Based Surrogate Model
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    Chapter 5 A Grid-Enabled Modular Framework for Efficient Sequence Analysis Workflows
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    Chapter 6 Application of Elastic Nets Using Phase Transition for Detection of Gene Expression Patterns with Different Carbon Sources
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    Chapter 7 Automatic Detection of Microaneurysms for Diabetic Retinopathy Screening Using Fuzzy Image Processing
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    Chapter 8 Endotracheal Tube Position Confirmation System Using Neural Networks
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    Chapter 9 Intelligent Bio-Inspired Detection of Food Borne Pathogen by DNA Barcodes: The Case of Invasive Fish Species Lagocephalus Sceleratus
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    Chapter 10 Modelling of NOx Emissions in Natural Gas Fired Hot Water Boilers
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    Chapter 11 Neural Network Approaches to Solution of the Inverse Problem of Identification and Determination of the Ionic Composition of Multi-component Water Solutions
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    Chapter 12 Prediction of Soil Nitrogen from Spectral Features Using Supervised Self Organising Maps
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    Chapter 13 Multithreaded Local Learning Regularization Neural Networks for Regression Tasks
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    Chapter 14 Self-Train LogitBoost for Semi-supervised Learning
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    Chapter 15 Scalable Digital CMOS Architecture for Spike Based Supervised Learning
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    Chapter 16 Enhanced KNNC Using Train Sample Clustering
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    Chapter 17 A Metric for Determining the Significance of Failures and Its Use in Anomaly Detection
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    Chapter 18 Fixed-Resolution Growing Neural Gas for Clustering the Mobile Networks Data
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    Chapter 19 A Neural-Fuzzy Network Based on Hermite Polynomials to Predict the Coastal Erosion
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    Chapter 20 RBF Neural Networks and Radial Fuzzy Systems
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    Chapter 21 Evolving Fuzzy-Neural Method for Multimodal Speech Recognition
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    Chapter 22 Azimuthal Sound Localisation with Electronic Lateral Superior Olive
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    Chapter 23 Tampering Detection in Low-Power Smart Cameras
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    Chapter 24 Recognizing Handwritten Characters with Local Descriptors and Bags of Visual Words
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    Chapter 25 Recognize Emotions from Facial Expressions Using a SVM and Neural Network Schema
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    Chapter 26 Multimodal Data Fusion for Person-Independent, Continuous Estimation of Pain Intensity
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    Chapter 27 Time Series Forecasting in Cyberbullying Data
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    Chapter 28 Classification of Binary Imbalanced Data Using A Bayesian Ensemble of Bayesian Neural Networks
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    Chapter 29 Inferring Users’ Interest on Web Documents Through Their Implicit Behaviour
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    Chapter 30 One-Class Classification for Microarray Datasets with Feature Selection
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    Chapter 31 Intuitionistic Fuzzy Neural Network: The Case of Credit Scoring Using Text Information
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    Chapter 32 Decision Making on Container Based Logistics Using Fuzzy Cognitive Maps
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    Chapter 33 Credit Prediction Using Transfer of Learning via Self-Organizing Maps to Neural Networks
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    Chapter 34 Using Echo State Networks to Classify Unscripted, Real-World Punctual Activity
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    Chapter 35 An Echo State Network-Based Soft Sensor of Downhole Pressure for a Gas-Lift Oil Well
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    Chapter 36 Robust Bone Marrow Cell Discrimination by Rotation-Invariant Training of Multi-class Echo State Networks
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Title
Engineering Applications of Neural Networks
Published by
Springer International Publishing, January 2015
DOI 10.1007/978-3-319-23983-5
ISBNs
978-3-31-923981-1, 978-3-31-923983-5
Editors

Lazaros Iliadis, Chrisina Jayne

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 28 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 28 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 3 11%
Unspecified 1 4%
Student > Doctoral Student 1 4%
Student > Bachelor 1 4%
Researcher 1 4%
Other 1 4%
Unknown 20 71%
Readers by discipline Count As %
Mathematics 2 7%
Engineering 2 7%
Computer Science 2 7%
Unspecified 1 4%
Unknown 21 75%