Engineering Applications of Neural Networks

Table of Contents

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   Book Overview
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   Chapter 1 Neural Networks for Digital Media Analysis and Description
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   Chapter 2 Temperature Forecasting in the Concept of Weather Derivatives: A Comparison between Wavelet Networks and Genetic Programming
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   Chapter 3 MPEG-4 Internet Traffic Estimation Using Recurrent CGPANN
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   Chapter 4 SCH-EGA: An Efficient Hybrid Algorithm for the Frequency Assignment Problem
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   Chapter 5 Improving the RACAI Neural Network MSD Tagger
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   Chapter 6 Neural Network Simulation of Photosynthetic Production
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   Chapter 7 A Novel Artificial Neural Network Based Space Vector Modulated DTC and Its Comparison with Other Artificial Intelligence (AI) Control Techniques
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   Chapter 8 Thinking Machines versus Thinking Organisms
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    Chapter 9 Study of Influence of Parameter Grouping on the Error of Neural Network Solution of the Inverse Problem of Electrical Prospecting
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    Chapter 10 Prediction of Foreign Currency Exchange Rates Using CGPANN
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    Chapter 11 Coastal Hurricane Inundation Prediction for Emergency Response Using Artificial Neural Networks
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    Chapter 12 Crossroad Detection Using Artificial Neural Networks
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    Chapter 13 Application of Particle Swarm Optimization Algorithm to Neural Network Training Process in the Localization of the Mobile Terminal
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    Chapter 14 Modeling Spatiotemporal Wild Fire Data with Support Vector Machines and Artificial Neural Networks
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    Chapter 15 Prediction of Surface Texture Characteristics in Turning of FRPs Using ANN
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    Chapter 16 A State Space Approach and Hurst Exponent for Ensemble Predictors
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    Chapter 17 3D Molecular Modelling of the Helicase Enzyme of the Endemic, Zoonotic Greek Goat Encephalitis Virus
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    Chapter 18 Feature Comparison and Feature Fusion for Traditional Dances Recognition
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    Chapter 19 Intelligent Chair Sensor
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    Chapter 20 Hierarchical Object Recognition Model of Increased Invariance
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    Chapter 21 Detection of Damage in Composite Materials Using Classification and Novelty Detection Methods
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    Chapter 22 Impact of Sampling on Neural Network Classification Performance in the Context of Repeat Movie Viewing
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    Chapter 23 Discovery of Weather Forecast Web Resources Based on Ontology and Content-Driven Hierarchical Classification
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    Chapter 24 Towards a Wearable Coach: Classifying Sports Activities with Reservoir Computing
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    Chapter 25 Real-Time Psychophysiological Emotional State Estimation in Digital Gameplay Scenarios
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    Chapter 26 Probabilistic Prediction for the Detection of Vesicoureteral Reflux
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    Chapter 27 Application of a Neural Network to Improve the Automatic Measurement of Blood Pressure
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    Chapter 28 An Immune-Inspired Approach for Breast Cancer Classification
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    Chapter 29 Classification of Arrhythmia Types Using Cartesian Genetic Programming Evolved Artificial Neural Networks
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    Chapter 30 Artificial Neural Networks and Principal Components Analysis for Detection of Idiopathic Pulmonary Fibrosis in Microscopy Images
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    Chapter 31 Prediction of Air Quality Indices by Neural Networks and Fuzzy Inference Systems – The Case of Pardubice Microregion
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    Chapter 32 Novel Neural Architecture for Air Data Angle Estimation
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    Chapter 33 Audio Data Fuzzy Fusion for Source Localization
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    Chapter 34 Boosting Simplified Fuzzy Neural Networks
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    Chapter 35 A Parallel and Hierarchical Markovian RBF Neural Network: Preliminary Performance Evaluation
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    Chapter 36 Data Mining and Modelling for Wave Power Applications Using Hybrid SOM-NG Algorithm
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    Chapter 37 Automatic Detection of Different Harvesting Stages in Lettuce Plants by Using Chlorophyll Fluorescence Kinetics and Supervised Self Organizing Maps (SOMs)
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    Chapter 38 Analysis of Heating Systems in Buildings Using Self-Organizing Maps
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    Chapter 39 IMMI: Interactive Segmentation Toolkit
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    Chapter 40 Local Binary Patterns and Neural Networks for No-Reference Image and Video Quality Assessment
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    Chapter 41 Learning Accurate Active Contours
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    Chapter 42 Pattern Recognition in Thermal Images of Plants Pine Using Artificial Neural Networks
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    Chapter 43 Direct Multi-label Linear Discriminant Analysis
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    Chapter 44 Image Restoration Method by Total Variation Minimization Using Multilayer Neural Networks Approach
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    Chapter 45 Algorithmic Problem Solving Using Interactive Virtual Environment: A Case Study
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    Chapter 46 No-Prop-fast - A High-Speed Multilayer Neural Network Learning Algorithm: MNIST Benchmark and Eye-Tracking Data Classification
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    Chapter 47 CPL Criterion Functions and Learning Algorithms Linked to the Linear Separability Concept
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    Chapter 48 Learning Errors of Environmental Mathematical Models
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    Chapter 49 On Mining Opinions from Social Media
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    Chapter 50 Automata on Directed Graphs for the Recognition of Assembly Lines
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    Chapter 51 On the Quantification of Missing Value Impact on Voting Advice Applications