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Artificial Intelligence and Soft Computing

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Cover of 'Artificial Intelligence and Soft Computing'

Table of Contents

  1. Altmetric Badge
    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
Attention for Chapter 7: Avoiding Over-Detection: Towards Combined Object Detection and Counting
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Chapter title
Avoiding Over-Detection: Towards Combined Object Detection and Counting
Chapter number 7
Book title
Artificial Intelligence and Soft Computing
Published by
Springer, Cham, June 2017
DOI 10.1007/978-3-319-59063-9_7
Book ISBNs
978-3-31-959062-2, 978-3-31-959063-9
Authors

Philip T. G. Jackson, Boguslaw Obara

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 3 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 3 100%

Demographic breakdown

Readers by professional status Count As %
Professor 1 33%
Student > Bachelor 1 33%
Student > Master 1 33%
Readers by discipline Count As %
Biochemistry, Genetics and Molecular Biology 1 33%
Physics and Astronomy 1 33%
Unknown 1 33%