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Artificial Intelligence and Soft Computing

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Cover of 'Artificial Intelligence and Soft Computing'

Table of Contents

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    Book Overview
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    Chapter 1 Author Profiling with Classification Restricted Boltzmann Machines
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    Chapter 2 Parallel Implementation of the Givens Rotations in the Neural Network Learning Algorithm
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    Chapter 3 Parallel Levenberg-Marquardt Algorithm Without Error Backpropagation
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    Chapter 4 Spectral Analysis of CNN for Tomato Disease Identification
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    Chapter 5 From Homogeneous Network to Neural Nets with Fractional Derivative Mechanism
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    Chapter 6 Neurons Can Sort Data Efficiently
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    Chapter 7 Avoiding Over-Detection: Towards Combined Object Detection and Counting
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    Chapter 8 Echo State Networks Simulation of SIR Distributed Control
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    Chapter 9 The Study of Architecture MLP with Linear Neurons in Order to Eliminate the “vanishing Gradient” Problem
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    Chapter 10 Convergence and Rates of Convergence of Recursive Radial Basis Functions Networks in Function Learning and Classification
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    Chapter 11 Solar Event Classification Using Deep Convolutional Neural Networks
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    Chapter 12 Sequence Learning in Unsupervised and Supervised Vector Quantization Using Hankel Matrices
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    Chapter 13 Discrete Cosine Transformation as Alternative to Other Methods of Computational Intelligence for Function Approximation
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    Chapter 14 Improvement of RBF Training by Removing of Selected Pattern
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    Chapter 15 Exploring the Solution Space of the Euclidean Traveling Salesman Problem Using a Kohonen SOM Neural Network
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    Chapter 16 Resolution Invariant Neural Classifiers for Dermoscopy Images of Melanoma
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    Chapter 17 Application of Stacked Autoencoders to P300 Experimental Data
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    Chapter 18 NARX Neural Network for Prediction of Refresh Timeout in PIM–DM Multicast Routing
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    Chapter 19 Evolving Node Transfer Functions in Deep Neural Networks for Pattern Recognition
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    Chapter 20 A Neural Network Circuit Development via Software-Based Learning and Circuit-Based Fine Tuning
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    Chapter 21 A Comparative Study of Two Novel Approaches to the Rule-Base Evidential Reasoning
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    Chapter 22 STRIPS in Some Temporal-Preferential Extension
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    Chapter 23 Geometrical Interpretation of Impact of One Set on Another Set
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    Chapter 24 A Method for Nonlinear Fuzzy Modelling Using Population Based Algorithm with Flexibly Selectable Operators
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    Chapter 25 Fuzzy Portfolio Diversification with Ordered Fuzzy Numbers
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    Chapter 26 Using a Hierarchical Fuzzy System for Traffic Lights Control Process
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    Chapter 27 Hierarchical Fuzzy Logic Systems in Classification: An Application Example
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    Chapter 28 A Bullying-Severity Identifier Framework Based on Machine Learning and Fuzzy Logic
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    Chapter 29 On the Efficiency of Successful-Parent Selection Framework in the State-of-the-art Differential Evolution Variants
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    Chapter 30 State Flipping Based Hyper-Heuristic for Hybridization of Nature Inspired Algorithms
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    Chapter 31 Improved CUDA PSO Based on Global Topology
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    Chapter 32 Optimization of Evolutionary Instance Selection
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    Chapter 33 Dynamic Difficulty Adjustment for Serious Game Using Modified Evolutionary Algorithm
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    Chapter 34 Hybrid Initialization in the Process of Evolutionary Learning
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    Chapter 35 A Tuning of a Fractional Order PID Controller with the Use of Particle Swarm Optimization Method
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    Chapter 36 Controlling Population Size in Differential Evolution by Diversity Mechanism
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    Chapter 37 Cosmic Rays Inspired Mutation in Genetic Algorithms
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    Chapter 38 OC1-DE: A Differential Evolution Based Approach for Inducing Oblique Decision Trees
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    Chapter 39 An Application of Generalized Strength Pareto Evolutionary Algorithm for Finding a Set of Non-Dominated Solutions with High-Spread and Well-Balanced Distribution in the Logistics Facility Location Problem
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    Chapter 40 Efficient Creation of Population of Stable Biquad Sections with Predefined Stability Margin for Evolutionary Digital Filter Design Methods
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    Chapter 41 Contiguous Line Segments in the Ulam Spiral: Experiments with Larger Numbers
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    Chapter 42 Parallel Realizations of the Iterative Statistical Reconstruction Algorithm for 3D Computed Tomography
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    Chapter 43 Efficient Real-Time Background Detection Based on the PCA Subspace Decomposition
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    Chapter 44 The Image Classification with Different Types of Image Features
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    Chapter 45 Local Keypoint-Based Image Detector with Object Detection
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    Chapter 46 Heavy Changes in the Input Flow for Learning Geography of a Robot Environment
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    Chapter 47 Constant-Time Fourier Moments for Face Detection — Can Accuracy of Haar-Like Features Be Beaten?
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    Chapter 48 Neural Video Compression Based on PVQ Algorithm
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    Chapter 49 Taming the HoG: The Influence of Classifier Choice on Histogram of Oriented Gradients Person Detector Performance
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    Chapter 50 Virtual Cameras and Stereoscopic Imaging for the Supervision of Industrial Processes
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    Chapter 51 Object Detection with Few Training Data: Detection of Subsiding Troughs in SAR Interferograms
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    Chapter 52 FPGA-Based System for Fast Image Segmentation Inspired by the Network of Synchronized Oscillators
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    Chapter 53 From Pattern Recognition to Image Understanding
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    Chapter 54 Linguistic Description of Color Images Generated by a Granular Recognition System
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    Chapter 55 Classification of Physiological Data for Emotion Recognition
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    Chapter 56 Biomimetic Decision Making in a Multisensor Assisted Living Environment
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    Chapter 57 Classification of Splice-Junction DNA Sequences Using Multi-objective Genetic-Fuzzy Optimization Techniques
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    Chapter 58 Automatic Detection of Blue-Whitish Veil as the Primary Dermoscopic Feature
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    Chapter 59 Bio-inspired Topology of Wearable Sensor Fusion for Telemedical Application
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    Chapter 60 An Evaluation of Fuzzy Measure for Face Recognition
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    Chapter 61 Analysis of Dermatoses Using Segmentation and Color Hue in Reference to Skin Lesions
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    Chapter 62 Improving Data Locality of RNA Secondary Structure Prediction Code
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    Chapter 63 Robust Detection of Systolic Peaks in Arterial Blood Pressure Signal
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    Chapter 64 Fuzzy System as an Assessment Tool for Analysis of the Health-Related Quality of Life for the People After Stroke
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    Chapter 65 Exploratory Analysis of Quality Assessment of Putative Intrinsic Disorder in Proteins
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    Chapter 66 Stability Evaluation of the Dynamic Signature Partitions Over Time
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    Chapter 67 A Method for Genetic Selection of the Most Characteristic Descriptors of the Dynamic Signature
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    Chapter 68 A Method for Changes Prediction of the Dynamic Signature Global Features over Time
Overall attention for this book and its chapters
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Title
Artificial Intelligence and Soft Computing
Published by
Springer, June 2017
DOI 10.1007/978-3-319-59063-9
ISBNs
978-3-31-959063-9, 978-3-31-959062-2
Editors

Rutkowski, Leszek, Korytkowski, Marcin, Scherer, Rafał, Tadeusiewicz, Ryszard, Zadeh, Lotfi A., Zurada, Jacek M.

Twitter Demographics

The data shown below were collected from the profiles of 7 tweeters 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 19 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 19 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 4 21%
Student > Doctoral Student 3 16%
Student > Ph. D. Student 3 16%
Researcher 2 11%
Lecturer > Senior Lecturer 1 5%
Other 1 5%
Unknown 5 26%
Readers by discipline Count As %
Computer Science 6 32%
Engineering 5 26%
Social Sciences 1 5%
Earth and Planetary Sciences 1 5%
Unknown 6 32%