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Index
Cover
Frontmatter
1. Neural Networks and Their Applications
Author Profiling with Classification Restricted Boltzmann Machines
Parallel Implementation of the Givens Rotations in the Neural Network Learning Algorithm
Parallel Levenberg-Marquardt Algorithm Without Error Backpropagation
Spectral Analysis of CNN for Tomato Disease Identification
From Homogeneous Network to Neural Nets with Fractional Derivative Mechanism
Neurons Can Sort Data Efficiently
Avoiding Over-Detection: Towards Combined Object Detection and Counting
Echo State Networks Simulation of SIR Distributed Control
The Study of Architecture MLP with Linear Neurons in Order to Eliminate the “vanishing Gradient” Problem
Convergence and Rates of Convergence of Recursive Radial Basis Functions Networks in Function Learning and Classification
Solar Event Classification Using Deep Convolutional Neural Networks
Sequence Learning in Unsupervised and Supervised Vector Quantization Using Hankel Matrices
Discrete Cosine Transformation as Alternative to Other Methods of Computational Intelligence for Function Approximation
Improvement of RBF Training by Removing of Selected Pattern
Exploring the Solution Space of the Euclidean Traveling Salesman Problem Using a Kohonen SOM Neural Network
Resolution Invariant Neural Classifiers for Dermoscopy Images of Melanoma
Application of Stacked Autoencoders to P300 Experimental Data
NARX Neural Network for Prediction of Refresh Timeout in PIM–DM Multicast Routing
Evolving Node Transfer Functions in Deep Neural Networks for Pattern Recognition
A Neural Network Circuit Development via Software-Based Learning and Circuit-Based Fine Tuning
2. Fuzzy Systems and Their Applications
A Comparative Study of Two Novel Approaches to the Rule-Base Evidential Reasoning
STRIPS in Some Temporal-Preferential Extension
Geometrical Interpretation of Impact of One Set on Another Set
A Method for Nonlinear Fuzzy Modelling Using Population Based Algorithm with Flexibly Selectable Operators
Fuzzy Portfolio Diversification with Ordered Fuzzy Numbers
Using a Hierarchical Fuzzy System for Traffic Lights Control Process
Hierarchical Fuzzy Logic Systems in Classification: An Application Example
A Bullying-Severity Identifier Framework Based on Machine Learning and Fuzzy Logic
3. Evolutionary Algorithms and Their Applications
On the Efficiency of Successful-Parent Selection Framework in the State-of-the-art Differential Evolution Variants
State Flipping Based Hyper-Heuristic for Hybridization of Nature Inspired Algorithms
Improved CUDA PSO Based on Global Topology
Optimization of Evolutionary Instance Selection
Dynamic Difficulty Adjustment for Serious Game Using Modified Evolutionary Algorithm
Hybrid Initialization in the Process of Evolutionary Learning
A Tuning of a Fractional Order PID Controller with the Use of Particle Swarm Optimization Method
Controlling Population Size in Differential Evolution by Diversity Mechanism
Cosmic Rays Inspired Mutation in Genetic Algorithms
OC1-DE: A Differential Evolution Based Approach for Inducing Oblique Decision Trees
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
Efficient Creation of Population of Stable Biquad Sections with Predefined Stability Margin for Evolutionary Digital Filter Design Methods
4. Computer Vision, Image and Speech Analysis
Contiguous Line Segments in the Ulam Spiral: Experiments with Larger Numbers
Parallel Realizations of the Iterative Statistical Reconstruction Algorithm for 3D Computed Tomography
Efficient Real-Time Background Detection Based on the PCA Subspace Decomposition
The Image Classification with Different Types of Image Features
Local Keypoint-Based Image Detector with Object Detection
Heavy Changes in the Input Flow for Learning Geography of a Robot Environment
Constant-Time Fourier Moments for Face Detection — Can Accuracy of Haar-Like Features Be Beaten?
Neural Video Compression Based on PVQ Algorithm
Taming the HoG: The Influence of Classifier Choice on Histogram of Oriented Gradients Person Detector Performance
Virtual Cameras and Stereoscopic Imaging for the Supervision of Industrial Processes
Object Detection with Few Training Data: Detection of Subsiding Troughs in SAR Interferograms
FPGA-Based System for Fast Image Segmentation Inspired by the Network of Synchronized Oscillators
From Pattern Recognition to Image Understanding
Linguistic Description of Color Images Generated by a Granular Recognition System
5. Bioinformatics, Biometrics and Medical Applications
Classification of Physiological Data for Emotion Recognition
Biomimetic Decision Making in a Multisensor Assisted Living Environment
Classification of Splice-Junction DNA Sequences Using Multi-objective Genetic-Fuzzy Optimization Techniques
Automatic Detection of Blue-Whitish Veil as the Primary Dermoscopic Feature
Bio-inspired Topology of Wearable Sensor Fusion for Telemedical Application
An Evaluation of Fuzzy Measure for Face Recognition
Analysis of Dermatoses Using Segmentation and Color Hue in Reference to Skin Lesions
Improving Data Locality of RNA Secondary Structure Prediction Code
Robust Detection of Systolic Peaks in Arterial Blood Pressure Signal
Fuzzy System as an Assessment Tool for Analysis of the Health-Related Quality of Life for the People After Stroke
Exploratory Analysis of Quality Assessment of Putative Intrinsic Disorder in Proteins
Stability Evaluation of the Dynamic Signature Partitions Over Time
A Method for Genetic Selection of the Most Characteristic Descriptors of the Dynamic Signature
A Method for Changes Prediction of the Dynamic Signature Global Features over Time
Backmatter
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