Nature-Inspired Computation and Machine Learning

Table of Contents

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   Book Overview
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   Chapter 1 Performance Classification of Genetic Algorithms on Continuous Optimization Problems
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   Chapter 2 A Multi-objective Genetic Algorithm for the Software Project Scheduling Problem
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   Chapter 3 An Effective Method for MOGAs Initialization to Solve the Multi-Objective Next Release Problem
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   Chapter 4 Extension of the Method of Musical Composition for the Treatment of Multi-objective Optimization Problems
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   Chapter 5 k-Nearest-Neighbor by Differential Evolution for Time Series Forecasting
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   Chapter 6 A Binary Differential Evolution with Adaptive Parameters Applied to the Multiple Knapsack Problem
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   Chapter 7 The Best Neural Network Architecture
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   Chapter 8 On the Connection Weight Space Structure of a Two-Neuron Discrete Neural Network: Bifurcations of the Fixed Point at the Origin
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    Chapter 9 Stability of Modular Recurrent Trainable Neural Networks
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    Chapter 10 Intelligent Control of Induction Motor Based Comparative Study: Analysis of Two Topologies
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    Chapter 11 Auto-Adaptive Neuro-Fuzzy Parameter Regulator for Motor Drive
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    Chapter 12 Voting Algorithms Model with a Support Sets System by Class
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    Chapter 13 A Meta Classifier by Clustering of Classifiers
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    Chapter 14 Multiple Kernel Support Vector Machine Problem Is NP-Complete
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    Chapter 15 Feature Analysis for the Classification of Volcanic Seismic Events Using Support Vector Machines
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    Chapter 16 A Hierarchical Reinforcement Learning Based Artificial Intelligence for Non-Player Characters in Video Games
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    Chapter 17 Wind Power Forecasting Using Dynamic Bayesian Models
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    Chapter 18 Predictive Models Applied to Heavy Duty Equipment Management
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    Chapter 19 Customer Churn Prediction in Telecommunication Industry: With and without Counter-Example
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    Chapter 20 Audio-to-Audio Alignment for Performances Tracking
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    Chapter 21 Statistical Features Based Noise Type Identification
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    Chapter 22 Using Values of the Human Cochlea in the Macro and Micro Mechanical Model for Automatic Speech Recognition
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    Chapter 23 Identification of Vowel Sounds of the Choapan Variant of Zapotec Language
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    Chapter 24 An Open-Domain Cause-Effect Relation Detection from Paired Nominals
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    Chapter 25 An Alignment Comparator for Entity Resolution with Multi-valued Attributes
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    Chapter 26 Data Mining for Discovering Patterns in Migration
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    Chapter 27 Horizontal Partitioning of Multimedia Databases Using Hierarchical Agglomerative Clustering
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    Chapter 28 Classification with Graph-Based Markov Chain
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    Chapter 29 Solving Binary Cutting Stock with Matheuristics
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    Chapter 30 Nature-Inspired Optimization of Type-2 Fuzzy Systems
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    Chapter 31 Hierarchical Genetic Algorithms for Fuzzy Inference System Optimization Applied to Response Integration for Pattern Recognition
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    Chapter 32 Low-Cost Fuzzy-Based Obstacle Avoidance Method for Autonomous Agents
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    Chapter 33 Fuzzy Controller for a Pneumatic Positioning Nonlinear System
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    Chapter 34 Yager–Rybalov Triple Π Operator as a Means of Reducing the Number of Generated Clusters in Unsupervised Anuran Vocalization Recognition
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    Chapter 35 AI-Based Design of a Parallel Robot Used as a Laser Tracker System: Intelligent vs. Nonlinear Classical Controllers
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    Chapter 36 Simple Direct Propositional Encoding of Cooperative Path Finding Simplified Yet More
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    Chapter 37 Pendulum Position Based Fuzzy Regulator of the Furuta Pendulum – A Stable Closed-Loop System Design Approach
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    Chapter 38 A Fast Scheduling Algorithm for Detection and Localization of Hidden Objects Based on Data Gathering in Wireless Sensor Networks
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    Chapter 39 A Constraint-Based Planner for Mars Express Orbiter
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    Chapter 40 Glucose Oxidase Biosensor Modeling by Machine Learning Methods
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    Chapter 41 On the Breast Mass Diagnosis Using Bayesian Networks
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    Chapter 42 Predicting the Occurrence of Sepsis by In Silico Simulation
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    Chapter 43 Data Mining and Machine Learning on the Basis from Reflexive Eye Movements Can Predict Symptom Development in Individual Parkinson’s Patients
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    Chapter 44 Agents That Help to Avoid Hyperthermia in Young Children Left in a Baby Seat Inside an Enclosed Car