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Intelligent Data Engineering and Automated Learning – IDEAL 2016

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Cover of 'Intelligent Data Engineering and Automated Learning – IDEAL 2016'

Table of Contents

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    Book Overview
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    Chapter 1 A Simplified Algorithm Based on IF Model
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    Chapter 2 Predict Two-Dimensional Protein Folding Based on Hydrophobic-Polar Lattice Model and Chaotic Clonal Genetic Algorithm
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    Chapter 3 From Parzen Window Estimation to Feature Extraction: A New Perspective
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    Chapter 4 An Efficient Sparse Optimization Method for Unfinished Magic Squares
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    Chapter 5 Enhancing State Space Search for Planning by Monte-Carlo Random Walk Exploration
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    Chapter 6 Mining Frequent Trajectory Patterns in Road Network Based on Similar Trajectory
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    Chapter 7 An Effective Genetic Algorithm with Uniform Crossover for Bi-objective Unconstrained Binary Quadratic Programming Problem
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    Chapter 8 Face Recognition Based on Structural Incoherence and Low Rank Projection
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    Chapter 9 A Note on the k-NN Density Estimate
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    Chapter 10 Visualizing MOOC User Behaviors: A Case Study on XuetangX
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    Chapter 11 Modified-DBSCAN Clustering for Identifying Traffic Accident Prone Locations
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    Chapter 12 A Novel Link Prediction Algorithm Based on Spatial Mapping in PPI Network
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    Chapter 13 A Compatible Model of Unstructured Data for Cross-Media Retrieval in the Field of Tourism
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    Chapter 14 A Route Planning Method for Underwater Terrain Aided Positioning Based on Gray Wolf Optimization Algorithm
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    Chapter 15 Feature Selection in Click-Through Rate Prediction Based on Gradient Boosting
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    Chapter 16 Freight Vehicle Travel Time Prediction Using Sparse Gaussian Processes Regression with Trajectory Data
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    Chapter 17 Study on the Detection of Cross-Site Scripting Vulnerabilities Based on Reverse Code Audit
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    Chapter 18 A MapReduce-Based ELM for Regression in Big Data
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    Chapter 19 Very Deep Neural Network for Handwritten Digit Recognition
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    Chapter 20 An FW-BF Based Approach on Elimination of Duplicated Web Pages
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    Chapter 21 Uncertain Frequent Itemsets Mining Algorithm on Data Streams with Constraints
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    Chapter 22 Ubiquitous Robot: A New Paradigm for Intelligence
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    Chapter 23 A Method of Discriminative Features Extraction for Restricted Boltzmann Machines
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    Chapter 24 An Approach to Design Growing Echo State Networks
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    Chapter 25 A Density-Based Clustering Algorithm with Sampling for Travel Behavior Analysis
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    Chapter 26 Key Course Selection for Academic Early Warning Based on Gaussian Processes
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    Chapter 27 Privacy-Preserving Scalar Product Computation in Cloud Environments Under Multiple Keys
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    Chapter 28 Semi-discriminative Multiview Canonical Correlation Analysis for Recognition
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    Chapter 29 Gray-Coded Clonal Selection Algorithm for Optimization Problem
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    Chapter 30 Improved PCA-BP Face Recognition Based on Construction of Virtual Sample
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    Chapter 31 A Duplication Task Scheduling Algorithm in Cloud Environments
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    Chapter 32 Discussion of Graph Reachability Query with Keyword and Distance Constraint
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    Chapter 33 Supervised Isometric Mapping Based Classification Algorithm
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    Chapter 34 Successive Ray Refinement and Its Application to Coordinate Descent for Lasso
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    Chapter 35 Multi-view Subspace Clustering via a Global Low-Rank Affinity Matrix
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    Chapter 36 An Integrated Method for Road Network Centerline Detection from Multispectral Imagery
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    Chapter 37 Clustering Evolutionary Data with an r-Dominance Based Multi-objective Evolutionary Algorithm
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    Chapter 38 Sparse Non-negative Matrix Factorization with Generalized Kullback-Leibler Divergence
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    Chapter 39 An Efficient Auction Mechanism Toward Heterogeneous Spectrum Allocation
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    Chapter 40 An Improved Recommender Model by Joint Learning of Both Similarity and Latent Feature Space
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    Chapter 41 Diagnosis Support for Orphan Diseases: A Case Study Using a Classifier Fusion Method
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    Chapter 42 Fractional-Order Multiview Discriminant Analysis
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    Chapter 43 Person Re-identification Using Cascade Filter
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    Chapter 44 Grouping Parallel Bayesian Network Structure Learning Algorithm Based on Variable Ordering
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    Chapter 45 One-Class Models for Continuous Authentication Based on Keystroke Dynamics
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    Chapter 46 Incremental Nonnegative Matrix Factorization Based on Matrix Sketching and k-means Clustering
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    Chapter 47 An Improved Outlier Detection Algorithm to Medical Insurance
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    Chapter 48 Comparison of Binary Optimization Techniques for Real-Time Management of Sustainable Autonomous Microgrid
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    Chapter 49 A Lower Bound Analysis of Population-Based Evolutionary Algorithms for Pseudo-Boolean Functions
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    Chapter 50 Hybrid Crossover Based Clonal Selection Algorithm and Its Applications
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    Chapter 51 A Task-Oriented Self-organization Mechanism in Wireless Sensor Networks
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    Chapter 52 The Security Architecture and Key Technologies Research of Smart Water Resource
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    Chapter 53 Stylized Facts of Linguistic Corpora: Exploring the Lexical Properties of Affect in News
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    Chapter 54 Positive Influence Maximization Algorithm Based on Three Degrees of Influence
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    Chapter 55 Faster Decision Tree Induction with Impurity-Based Heuristic Schema
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    Chapter 56 Triaxial Accelerometer Located on the Wrist for Elderly People’s Fall Detection
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    Chapter 57 Mining Uplink-Downlink User Association in Wireless Heterogeneous Networks
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    Chapter 58 Multi-label Fuzzy Similarity-Based Nearest-Neighbour Classification Using Association Rule
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    Chapter 59 Probabilistic Modelling for Delay Estimation in Gravitationally Lensed Photon Streams
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    Chapter 60 Combination of Grey Matter and White Matter Features for Early Prediction of Posttraumatic Stress Disorder
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    Chapter 61 MR-Swarm: Mining Swarms from Big Spatio-Temporal Trajectories Using MapReduce
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    Chapter 62 An Organizing System to Perform and Enable Verification and Diagnosis Activities
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    Chapter 63 On Expanding Abbreviated Identifiers in the Source Code
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    Chapter 64 An Efficient Mining Algorithm for Maximal Weighted Frequent Patterns Based on WIdT-Trees
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    Chapter 65 Enhancing UML Class Diagram Abstraction with Knowledge Graph
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    Chapter 66 Improved Fuzzy C-Means Clustering Algorithm Based on Particle Swarm Optimization Algorithm
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    Chapter 67 Patent Trend Mining for Internet of Things in Logistics
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    Chapter 68 Expression Classification and Intensity Estimation by Expression Manifold Synthesis
Attention for Chapter 46: Incremental Nonnegative Matrix Factorization Based on Matrix Sketching and k-means Clustering
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