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Artificial Intelligence in Intelligent Systems

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Cover of 'Artificial Intelligence in Intelligent Systems'

Table of Contents

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    Book Overview
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    Chapter 1 Online Teaching as an Important Means of Technogenic Society Development During the Pandemic
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    Chapter 2 Application of Principal Component Analysis Based Support Vector Machine for Long-Run Economic Growth Forecasting
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    Chapter 6 Comparison of UAV Landing Site Classifications with Deep Neural Networks
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    Chapter 7 An Approach to Optimize Multi-objective Problems Using Hybrid Genetic Algorithms Supported by Initial Centroid Selection Optimization Enhanced K-Means Based Selection Operator
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    Chapter 8 Numerical Modelling of the Impact of Dredging on Stability of Oum Rabiâ Estuary (Morocco) Using SWAN Model
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    Chapter 9 New Method of Verifying Cryptographic Protocols, Based on the Process Model
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    Chapter 10 A Method of Search Space Adaptation in the False Pseudonyms Detection Procedure
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    Chapter 11 Analytical Studies of Behavior of Users of the Moscow Electronic School Service
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    Chapter 12 Information and Control Systems with Distributed Ledger Usage: A Reliability Issue
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    Chapter 13 A Modified Ontology-Based Method of Workload Relocation Problem Solving for Monitoring and Forecasting Systems
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    Chapter 14 Intelligent Data Analysis Using a Classification Method for Data Mining Knowledge Discovery Process
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    Chapter 15 Multimodal Transportation Overview and Optimization Ontology for a Greener Future
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    Chapter 16 A Complex Cognitive-Based Technique for Social Tension Detection in the Internet
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    Chapter 17 Method of Crystallization of Alternatives for Solving the Problem of Placing VLSI Elements
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    Chapter 18 Resilient Rerouting in IoT Systems with Evolutionary Computing
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    Chapter 19 Urban Monthly Water Consumption Forecasting Based on Signal Decomposition and Optimized Extreme Learning Machine
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    Chapter 21 The Impact of Promotion and Price Perception on Buying Decision and Repurchase Intention Through Online Shopping
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    Chapter 22 Review Rating Prediction Based on Text Polarity in the Czech and Slovak Languages
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    Chapter 23 Parameters of Recognition Algorithms for the Background Subtraction of Color Medical Images
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    Chapter 25 Pairwise Separability in the Problem of Identifying Objects in Photographs Using the Example of Cultural and Historical Architectural Buildings
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    Chapter 26 Cognitive Logic’s Principles
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    Chapter 27 A Machine Learning Firefly Algorithm Applied to the Resource Allocation Problems
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    Chapter 28 Market Acceptance of the Blockchain Technology on the Example of Bitcoin
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    Chapter 29 A Machine Learning Firefly Algorithm Applied to the Matrix Covering Problem
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    Chapter 30 Introduction into Autonomous Mobile Robot Research and Multi Cooperation
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    Chapter 31 Equilibrium Commodity Flow Assignment in Simple Networks
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    Chapter 32 Co-evolutionary Approach to Solving the Problem of VLSI Partitioning Using the Ant Colony Method
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    Chapter 33 Evaluation of the Dependence of the Air Temperature Influence on the Reproductive Function of Cows Based on ASC-Analysis
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    Chapter 35 A Binary Firefly Algorithm Applied to Knapsack Problem
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    Chapter 36 Adapted Model Neural-Like Hopfield Network and the Algorithm of Its Training for Finding the Roots Systems of Linear Algebraic Equations
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    Chapter 37 Data Classification in Medicine and Healthcare Service
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    Chapter 38 Development of a Method for Automatic Generation and Optimization of Fuzzy Controller Parameters Based on an Adaptive Genetic Algorithm
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    Chapter 39 Application of Machine Learning for Post Process Mining Analysis and Problem Detection in Bank
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    Chapter 40 Comprehensive Analysis of Cryptographic Protocol Implementations Using Formal Verification and Dynamic Analysis Using the PDA Language
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    Chapter 41 Stationary Distribution in the One Server Queuing System $$M|M|1|\infty $$ with the Stopping Intensity of the Input Flow
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    Chapter 42 Advantages of Data Mining for Digital Transformation of the Educational System
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    Chapter 44 Improved Kangaroo Mob Optimization and Logistic Regression for Smart Grid Stability Classification
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    Chapter 45 Design and Development of the Optimal Technique for the Enhancement of Contrast and Brightness Quality of Hand Capture Images Using Wavelet Transformation
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    Chapter 46 Distance Learning Advantages and Disadvantages: Teaching Experience Analysis at the University with the Basis on Different Informational-Communicative Technologies
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    Chapter 47 Heat Load Forecasting: Comparison Between Neuro-Fuzzy and Neural Network Approaches, a Real World Case Study
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    Chapter 48 Emergency Locksmith: A Restricted Dynamic Device Authentication Design Pattern for the Healthcare IoT
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    Chapter 49 Fuzzy Model with Meteorological Variables for the Determination of the THSW Index and the Electric Field in the Area of East Lima, Peru
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    Chapter 50 Hyper-heuristics: Method of Differential Evolution and Bat Method for Selecting Classification Features
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    Chapter 51 Method for the Synthesis of Fuzzy Controllers from Experimental Data Based on Clustering
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    Chapter 52 Heuristic Backward Chaining Based on Predicate Tensorization
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    Chapter 53 Deep Learning for the Classification of Charge Density Plots of Lithium-Ion Cathode Materials
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    Chapter 55 Utilisation of EU Employment Data in Lecturing Data Mining Course
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    Chapter 56 A Decentralized Ontology Versioning Model Designed for Inter-operability and Multi-organizational Data Exchange
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    Chapter 57 Digital Transformation in HR Management
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    Chapter 58 A Time Series Forecasting of Electricity Demand by ARIMA and ReLU Based ANN
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    Chapter 59 Measurement of Transmission Speed in a Wireless Network with Encrypted Communication Using Various Security Protocols
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    Chapter 61 Portfolio Optimization Model for Asset Allocation Problem Based on Alternative Risk Measures
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    Chapter 62 The Assembly Processes Automation Methodology According to the IEC 61499 Standard on the LEGO Example
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    Chapter 63 Conceptual Approach to Implementation of Adaptive Protection of Operational Cybersecurity Centers
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    Chapter 64 The Method of Context-Dependent Annotation Based on the Spectral Language Model in Information Systems for Monitoring Emergencies
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    Chapter 66 Cognitive Expert Assessment
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    Chapter 67 A Percentile Firefly Algorithm an Application to the Set Covering Problem
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Title
Artificial Intelligence in Intelligent Systems
Published by
Springer International Publishing, January 2021
DOI 10.1007/978-3-030-77445-5
ISBNs
978-3-03-077444-8, 978-3-03-077445-5
Editors

Radek Silhavy

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