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Lecture Notes in Computational Intelligence and Decision Making

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Cover of 'Lecture Notes in Computational Intelligence and Decision Making'

Table of Contents

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    Book Overview
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    Chapter 1 Soft Filtering of Acoustic Emission Signals Based on the Complex Use of Huang Transform and Wavelet Analysis
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    Chapter 2 Some Features of the Numerical Deconvolution of Mixed Molecular Spectra
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    Chapter 3 Approach to Piecewise-Linear Classification in a Multi-dimensional Space of Features Based on Plane Visualization
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    Chapter 4 Model of the Operator Dynamic Process of Acoustic Emission Occurrence While of Materials Deforming
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    Chapter 5 Euclidean Combinatorial Configurations: Continuous Representations and Convex Extensions
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    Chapter 6 Unconventional Approach to Unit Self-diagnosis
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    Chapter 7 Digital Acoustic Signal Processing Methods for Diagnosing Electromechanical Systems
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    Chapter 8 Construction of the Job Duration Distribution in Network Models for a Set of Fuzzy Expert Estimates
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    Chapter 9 Configuration Spaces of Geometric Objects with Their Applications in Packing, Layout and Covering Problems
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    Chapter 10 Model of the Internet Traffic Filtering System to Ensure Safe Web Surfing
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    Chapter 11 Analysis of Objects Classification Approaches Using Vectors of Inflection Points
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    Chapter 12 Regression Spline-Model in Machine Learning for Signal Prediction and Parameterization
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    Chapter 13 Intelligent Agent-Based Simulation of HIV Epidemic Process
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    Chapter 14 On the Computational Complexity of Learning Bithreshold Neural Units and Networks
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    Chapter 15 Implementation of FPGA-Based Barker’s-Like Codes
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    Chapter 16 Controlled Spline of Third Degree: Approximation Properties and Practical Application
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    Chapter 17 Automatic Search Method of Efficiency Extremum for a Multi-stage Processing of Raw Materials
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    Chapter 18 Intellectual Information Technology of Analysis of Weakly-Structured Multi-Dimensional Data of Sociological Research
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    Chapter 19 Investigation of Forecasting Methods of the State of Complex IT-Projects with the Use of Deep Learning Neural Networks
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    Chapter 20 Comparative Analysis of the Methods for Assessing the Probability of Bankruptcy for Ukrainian Enterprises
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    Chapter 21 Monitoring Subsystem Design Method in the Information Control System
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    Chapter 22 Information-Entropy Model of Making Management Decisions in the Economic Development of the Enterprises
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    Chapter 23 System Development for Video Stream Data Analyzing
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    Chapter 24 Methods and Means of Web Content Personalization for Commercial Information Products Distribution
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    Chapter 25 Automated Monitoring of Changes in Web Resources
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    Chapter 26 Recognition of Human Primitive Motions for the Fitness Trackers
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    Chapter 27 Development of Information Technology for Virtualization of Geotourism Objects on the Example of Tarkhany Geological Section
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    Chapter 28 Information System for Connection to the Access Point with Encryption WPA2 Enterprise
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    Chapter 29 Development of System for Managers Relationship Management with Customers
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    Chapter 30 Probabilistic Inference Based on LS-Method Modifications in Decision Making Problems
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    Chapter 31 Information Technologies for Environmental Monitoring of Plankton Algae Distribution Based on Satellite Image Data
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    Chapter 32 Ontology-Based Intelligent Agent for Determination of Sufficiency of Metric Information in the Software Requirements
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    Chapter 33 Information Technology of Control and Support for Functional Sustainability of Distributed Man-Machine Systems of Critical Application
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    Chapter 34 Football Predictions Based on Time Series with Granular Event Segmentation
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    Chapter 35 Recognition of Visual Objects Based on Statistical Distributions for Blocks of Structural Description of Image
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    Chapter 36 Hybrid Methods of GMDH-Neural Networks Synthesis and Training for Solving Problems of Time Series Forecasting
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    Chapter 37 An Evaluation of the Objective Clustering Inductive Technology Effectiveness Implemented Using Density-Based and Agglomerative Hierarchical Clustering Algorithms
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    Chapter 38 Research of Efficiency of Information Technology for Creation of Semantic Structure of Educational Materials
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    Chapter 39 Simulation of a Combined Robust System with a P-Fuzzy Controller
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    Chapter 40 Investigation of Random Neighborhood Features for Interpretation of MLP Classification Results
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    Chapter 41 Optimizing the Computational Modeling of Modern Electronic Optical Systems
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    Chapter 42 A Model of Logical Inference and Membership Functions of Factors for the Printing Process Quality Formation
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    Chapter 43 Calculation the Measure of Expert Opinions Consistency Based on Social Profile Using Inductive Algorithms
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    Chapter 44 Online Robust Fuzzy Clustering of Data with Omissions Using Similarity Measure of Special Type
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    Chapter 45 Neural Network Approach for Semantic Coding of Words
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    Chapter 46 Complex Approach of High-Resolution Multispectral Data Engineering for Deep Neural Network Processing
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    Chapter 47 Protein Tertiary Structure Prediction with Hybrid Clonal Selection and Differential Evolution Algorithms
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    Chapter 48 Low-Contrast Image Segmentation by Using of the Type-2 Fuzzy Clustering Based on the Membership Function Statistical Characteristics
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    Chapter 49 Binary Classification of Fractal Time Series by Machine Learning Methods
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Title
Lecture Notes in Computational Intelligence and Decision Making
Published by
Springer International Publishing, September 2019
DOI 10.1007/978-3-030-26474-1
ISBNs
978-3-03-026473-4, 978-3-03-026474-1
Editors

Lytvynenko, Volodymyr, Babichev, Sergii, Wójcik, Waldemar, Vynokurova, Olena, Vyshemyrskaya, Svetlana, Radetskaya, Svetlana

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Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 9 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 9 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 2 22%
Other 2 22%
Student > Bachelor 1 11%
Student > Master 1 11%
Unknown 3 33%
Readers by discipline Count As %
Computer Science 2 22%
Business, Management and Accounting 1 11%
Veterinary Science and Veterinary Medicine 1 11%
Agricultural and Biological Sciences 1 11%
Engineering 1 11%
Other 0 0%
Unknown 3 33%