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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 Engineering Applications of Neural Networks
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    Chapter 2 2D Recurrent Neural Networks for Robust Visual Tracking of Non-Rigid Bodies
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    Chapter 3 Choice of Best Samples for Building Ensembles in Dynamic Environments
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    Chapter 4 Semi-supervised Hybrid Modeling of Atmospheric Pollution in Urban Centers
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    Chapter 5 Predicting Abnormal Bank Stock Returns Using Textual Analysis of Annual Reports – a Neural Network Approach
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    Chapter 6 Emotion Recognition Using Facial Expression Images for a Robotic Companion
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    Chapter 7 Application of Artificial Neural Networks for Analyses of EEG Record with Semi-Automated Etalons Extraction: A Pilot Study
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    Chapter 8 Economies Clustering Using SOM-Based Dissimilarity
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    Chapter 9 Elastic Net Application: Case Study to Find Solutions for the TSP in a Beowulf Cluster Architecture
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    Chapter 10 Comparison of Methods for Automated Feature Selection Using a Self-organising Map
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    Chapter 11 EEG-Based Condition Clustering using Self-Organising Neural Network Map
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    Chapter 12 Intelligent Measurement in Unmanned Aerial Cyber Physical Systems for Traffic Surveillance
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    Chapter 13 Predictive Model for Detecting MQ2 Gases Using Fuzzy Logic on IoT Devices
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    Chapter 14 A Multi-commodity Network Flow Model for Cloud Service Environments
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    Chapter 15 Designing a Context-Aware Cyber Physical System for Smart Conditional Monitoring of Platform Equipment
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    Chapter 16 Convolutional Radio Modulation Recognition Networks
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    Chapter 17 Mutual Information with Parameter Determination Approach for Feature Selection in Multivariate Time Series Prediction
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    Chapter 18 On Learning Parameters of Incremental Learning in Chaotic Neural Network
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    Chapter 19 Accelerated Optimal Topology Search for Two-Hidden-Layer Feedforward Neural Networks
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    Chapter 20 An Outlier Ranking Tree Selection Approach to Extreme Pruning of Random Forests
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    Chapter 21 Lower Bounds on Complexity of Shallow Perceptron Networks
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    Chapter 22 Kernel Networks for Function Approximation
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    Chapter 23 Simple and Stable Internal Representation by Potential Mutual Information Maximization
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    Chapter 24 Urdu Speech Corpus and Preliminary Results on Speech Recognition
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    Chapter 25 Bio-inspired Audio-Visual Speech Recognition Towards the Zero Instruction Set Computing
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    Chapter 26 Classification of Unbalanced Datasets and Detection of Rare Events in Industry: Issues and Solutions
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    Chapter 27 Variable Selection for Efficient Design of Machine Learning-Based Models: Efficient Approaches for Industrial Applications
Attention for Chapter 2: 2D Recurrent Neural Networks for Robust Visual Tracking of Non-Rigid Bodies
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Chapter title
2D Recurrent Neural Networks for Robust Visual Tracking of Non-Rigid Bodies
Chapter number 2
Book title
Engineering Applications of Neural Networks
Published by
Springer International Publishing, January 2016
DOI 10.1007/978-3-319-44188-7_2
Book ISBNs
978-3-31-944187-0, 978-3-31-944188-7

G. L. Masala, B. Golosio, M. Tistarelli, E. Grosso, Masala, G. L., Golosio, B., Tistarelli, M., Grosso, E.


Chrisina Jayne, Lazaros Iliadis

Twitter Demographics

The data shown below were collected from the profile of 1 tweeter who shared this research output. Click here to find out more about how the information was compiled.

Mendeley readers

The data shown below were compiled from readership statistics for 12 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 12 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 5 42%
Student > Bachelor 2 17%
Professor 2 17%
Student > Doctoral Student 1 8%
Student > Master 1 8%
Other 1 8%
Readers by discipline Count As %
Computer Science 4 33%
Engineering 4 33%
Economics, Econometrics and Finance 1 8%
Social Sciences 1 8%
Sports and Recreations 1 8%
Other 0 0%
Unknown 1 8%