Hybrid Artificial Intelligent Systems

Table of Contents

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   Book Overview
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   Chapter 1 Testing Modified Confusion Entropy as Split Criterion for Decision Trees
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   Chapter 2 Generating a Question Answering System from Text Causal Relations
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   Chapter 3 Creation of a Distributed NoSQL Database with Distributed Hash Tables
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   Chapter 4 Study of Data Pre-processing for Short-Term Prediction of Heat Exchanger Behaviour Using Time Series
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   Chapter 5 Can Automated Smoothing Significantly Improve Benchmark Time Series Classification Algorithms?
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   Chapter 6 Dataset Weighting via Intrinsic Data Characteristics for Pairwise Statistical Comparisons in Classification
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   Chapter 7 Mining Network Motif Discovery by Learning Techniques
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   Chapter 8 Deep Structured Semantic Model for Recommendations in E-commerce
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    Chapter 9 Improving Comparative Radiography by Multi-resolution 3D-2D Evolutionary Image Registration
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    Chapter 10 Evolutionary Algorithm for Pathways Detection in GWAS Studies
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    Chapter 11 Particle Swarm Optimization-Based CNN-LSTM Networks for Anomalous Query Access Control in RBAC-Administered Model
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    Chapter 12 d(Tree)-by-dx: Automatic and Exact Differentiation of Genetic Programming Trees
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    Chapter 13 Genetic Algorithm-Based Deep Learning Ensemble for Detecting Database Intrusion via Insider Attack
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    Chapter 14 An Efficient Hybrid Genetic Algorithm for Solving a Particular Two-Stage Fixed-Charge Transportation Problem
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    Chapter 15 Analysis of MOEA/D Approaches for Inferring Ancestral Relationships
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    Chapter 16 Parsimonious Modeling for Estimating Hospital Cooling Demand to Reduce Maintenance Costs and Power Consumption
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    Chapter 17 Haploid Versus Diploid Genetic Algorithms. A Comparative Study
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    Chapter 18 Entropy and Organizational Performance
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    Chapter 19 A Semi-supervised Method to Classify Educational Videos
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    Chapter 20 New Approach for the Aesthetic Improvement of Images Through the Combination of Convolutional Neural Networks and Evolutionary Algorithms
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    Chapter 21 Evaluating Strategies for Selecting Test Datasets in Recommender Systems
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    Chapter 22 Use of Natural Language Processing to Identify Inappropriate Content in Text
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    Chapter 23 Classification of Human Driving Behaviour Images Using Convolutional Neural Network Architecture
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    Chapter 24 Building a Classification Model Using Affinity Propagation
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    Chapter 25 Clustering-Based Ensemble Pruning and Multistage Organization Using Diversity
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    Chapter 26 Towards a Custom Designed Mechanism for Indexing and Retrieving Video Transcripts
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    Chapter 27 Active Image Data Augmentation
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    Chapter 28 A Novel Density-Based Clustering Approach for Outlier Detection in High-Dimensional Data
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    Chapter 29 Convolutional CARMEN: Tomographic Reconstruction for Night Observation
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    Chapter 30 A Proof of Concept in Multivariate Time Series Clustering Using Recurrent Neural Networks and SP-Lines
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    Chapter 31 On the Influence of Admissible Orders in IVOVO
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    Chapter 32 Does the Order of Attributes Play an Important Role in Classification?
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    Chapter 33 The Contract Random Interval Spectral Ensemble (c-RISE): The Effect of Contracting a Classifier on Accuracy
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    Chapter 34 Graph-Based Knowledge Inference for Style-Directed Architectural Design
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    Chapter 35 A Convex Formulation of SVM-Based Multi-task Learning
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    Chapter 36 Influence Maximization and Extremal Optimization
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    Chapter 37 Forecast Daily Air-Pollution Time Series with Deep Learning
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    Chapter 38 Botnet Detection on TCP Traffic Using Supervised Machine Learning
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    Chapter 39 Classifying Pastebin Content Through the Generation of PasteCC Labeled Dataset
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    Chapter 40 Network Traffic Analysis for Android Malware Detection
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    Chapter 41 Inferring Knowledge from Clinical Data for Anesthesia Automation
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    Chapter 42 Anomaly Detection Over an Ultrasonic Sensor in an Industrial Plant
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    Chapter 43 A Machine Learning Approach to Determine Abundance of Inclusions in Stainless Steel
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    Chapter 44 Measuring Lower Limb Alignment and Joint Orientation Using Deep Learning Based Segmentation of Bones
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    Chapter 45 Constraint Programming Based Algorithm for Solving Large-Scale Vehicle Routing Problems
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    Chapter 46 Application of Extractive Text Summarization Algorithms to Speech-to-Text Media
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    Chapter 47 User Profiles Matching for Different Social Networks Based on Faces Identification
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    Chapter 48 Ro-Ro Freight Prediction Using a Hybrid Approach Based on Empirical Mode Decomposition, Permutation Entropy and Artificial Neural Networks
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    Chapter 49 Modeling a Mobile Group Recommender System for Tourism with Intelligent Agents and Gamification
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    Chapter 50 Orthogonal Properties of Asymmetric Neural Networks with Gabor Filters
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    Chapter 51 Deep CNN-Based Recognition of JSL Finger Spelling
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    Chapter 52 Algorithm for Constructing a Classifier Team Using a Modified PCA (Principal Component Analysis) in the Task of Diagnosis of Acute Lymphocytic Leukaemia Type B-CLL
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    Chapter 53 Road Lane Landmark Extraction: A State-of-the-art Review
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    Chapter 54 CAPAS: A Context-Aware System Architecture for Physical Activities Monitoring
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    Chapter 55 Anomaly Detection Using Gaussian Mixture Probability Model to Implement Intrusion Detection System
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    Chapter 56 Combining Random Subspace Approach with smote Oversampling for Imbalanced Data Classification
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    Chapter 57 Optimization of the Master Production Scheduling in a Textile Industry Using Genetic Algorithm
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    Chapter 58 Urban Pollution Environmental Monitoring System Using IoT Devices and Data Visualization: A Case Study
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    Chapter 59 Crowd-Powered Systems to Diminish the Effects of Semantic Drift
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    Chapter 60 Prediction of Student Performance Through an Intelligent Hybrid Model
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    Chapter 61 A Hybrid Automatic Classification Model for Skin Tumour Images
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    Chapter 62 Texture Descriptors for Automatic Estimation of Workpiece Quality in Milling
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    Chapter 63 Surface Defect Modelling Using Co-occurrence Matrix and Fast Fourier Transformation
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    Chapter 64 Reinforcement Learning Experiments Running Efficiently over Widly Heterogeneous Computer Farms