Hybrid Artificial Intelligence Systems

Table of Contents

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   Book Overview
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   Chapter 1 Computer Aided Diagnosis of Schizophrenia Based on Local-Activity Measures of Resting-State fMRI
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   Chapter 2 A Variable Neighborhood Search Approach for Solving the Generalized Vehicle Routing Problem
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   Chapter 3 A Framework to Develop Adaptive Multimodal Dialog Systems for Android-Based Mobile Devices
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   Chapter 4 Wind Power Ramp Event Prediction with Support Vector Machines
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   Chapter 5 An Ontology for Human-Machine Computation Workflow Specification
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   Chapter 6 A Fuzzy Reinforcement Learning Approach to QoS Provisioning Transmission in Cognitive Radio Networks
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   Chapter 7 Time Series Segmentation and Statistical Characterisation of the Spanish Stock Market Ibex-35 Index
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   Chapter 8 An Approach of Steel Plates Fault Diagnosis in Multiple Classes Decision Making
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    Chapter 9 Developing Adaptive Agents Situated in Intelligent Virtual Environments
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    Chapter 10 Concurrence among Imbalanced Labels and Its Influence on Multilabel Resampling Algorithms
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    Chapter 11 Depth-Based Outlier Detection Algorithm
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    Chapter 12 Symbolic Regression for Precrash Accident Severity Prediction
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    Chapter 13 Constraint and Preference Modelling for Spatial Decision Making with Use of Possibility Theory
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    Chapter 14 Mining Incomplete Data with Attribute-Concept Values and “Do Not Care” Conditions
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    Chapter 15 An Approach to Sentiment Analysis of Movie Reviews: Lexicon Based vs. Classification
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    Chapter 16 Scalable Uncertainty-Tolerant Business Rules
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    Chapter 17 Incorporating Belief Function in SVM for Phoneme Recognition
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    Chapter 18 Evaluation of Bounding Box Level Fusion of Single Target Video Object Trackers
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    Chapter 19 A Hybrid System of Signature Recognition Using Video and Similarity Measures
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    Chapter 20 Automatic Lane Correction in DGGE Images by Using Hybrid Genetic Algorithms
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    Chapter 21 Augmented Reality: An Observational Study Considering the MuCy Model to Develop Communication Skills on Deaf Children
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    Chapter 22 A 3D Facial Recognition System Using Structured Light Projection
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    Chapter 23 Ear Recognition with Neural Networks Based on Fisher and Surf Algorithms
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    Chapter 24 Hybrid Sparse Linear and Lattice Method for Hyperspectral Image Unmixing
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    Chapter 25 Hyperspectral Image Analysis Based on Color Channels and Ensemble Classifier
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    Chapter 26 Non-dominated Sorting and a Novel Formulation in the Reporting Cells Planning
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    Chapter 27 Improving the k-Nearest Neighbour Rule by an Evolutionary Voting Approach
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    Chapter 28 Performance Testing of Multi-Chaotic Differential Evolution Concept on Shifted Benchmark Functions
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    Chapter 29 Time Series Segmentation of Paleoclimate Tipping Points by an Evolutionary Algorithm
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    Chapter 30 Mutual Information-Based Feature Selection in Fuzzy Databases Applied to Searching for the Best Code Metrics in Automatic Grading
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    Chapter 31 Optimizing Objective Functions with Non-Linearly Correlated Variables Using Evolution Strategies with Kernel-Based Dimensionality Reduction
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    Chapter 32 Visual Behavior Definition for 3D Crowd Animation through Neuro-evolution
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    Chapter 33 Hybrid System for Mobile Image Recognition through Convolutional Neural Networks and Discrete Graphical Models
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    Chapter 34 Self-adaptive Biometric Classifier Working on the Reduced Dataset
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    Chapter 35 Analysis of Human Performance as a Measure of Mental Fatigue
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    Chapter 36 CA-Based Model for Hantavirus Disease between Host Rodents
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    Chapter 37 DHGN Network with Mode-Based Receptive Fields for 2-Dimensional Binary Pattern Recognition
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    Chapter 38 Extending Qualitative Spatial Theories with Emergent Spatial Concepts
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    Chapter 39 Theory-Inspired Optimizations for Privacy Preserving Distributed OLAP Algorithms
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    Chapter 40 Log-Gamma Distribution Optimisation via Maximum Likelihood for Ordered Probability Estimates
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    Chapter 41 A Relational Dual Tableau Decision Procedure for Multimodal and Description Logics
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    Chapter 42 Daily Power Load Forecasting Using the Differential Polynomial Neural Network
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    Chapter 43 Metaheuristics for Modelling Low-Resolution Galaxy Spectral Energy Distribution
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    Chapter 44 Hybrid Approaches of Support Vector Regression and SARIMA Models to Forecast the Inspections Volume
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    Chapter 45 A Hybrid Approach for Credibility Detection in Twitter
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    Chapter 46 A Hybrid Recommender System Based on AHP That Awares Contexts with Bayesian Networks for Smart TV
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    Chapter 47 An Ontology-Based Recommender System Architecture for Semantic Searches in Vehicles Sales Portals
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    Chapter 48 Hybrid Systems for Analyzing the Movements during a Temporary Breath Inability Episode
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    Chapter 49 Hybrid Intelligent Model to Predict the SOC of a LFP Power Cell Type
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    Chapter 50 Hierarchical Combining of Classifiers in Privacy Preserving Data Mining
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    Chapter 51 Classification Rule Mining with Iterated Greedy
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    Chapter 52 Improving the Behavior of the Nearest Neighbor Classifier against Noisy Data with Feature Weighting Schemes
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    Chapter 53 Soft Clustering Based on Hybrid Bayesian Networks in Socioecological Cartography
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    Chapter 54 Comparison of Active Learning Strategies and Proposal of a Multiclass Hypothesis Space Search
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    Chapter 55 CCE: An Approach to Improve the Accuracy in Ensembles by Using Diverse Base Learners
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    Chapter 56 A Novel Hybrid Clustering Approach for Unsupervised Grouping of Similar Objects
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    Chapter 57 Fusion of Kohonen Maps Ranked by Cluster Validity Indexes
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    Chapter 58 Maintaining Case Based Reasoning Systems Based on Soft Competence Model
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    Chapter 59 Clustering-Based Ensemble of One-Class Classifiers for Hyperspectral Image Segmentation
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    Chapter 60 Credal Decision Trees to Classify Noisy Data Sets
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    Chapter 61 YASA: Yet Another Time Series Segmentation Algorithm for Anomaly Detection in Big Data Problems