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Intelligent Data Engineering and Automated Learning – IDEAL 2017

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Cover of 'Intelligent Data Engineering and Automated Learning – IDEAL 2017'

Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 Learning Convolutional Ranking-Score Function by Query Preference Regularization
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    Chapter 2 Dynamic Community Detection Algorithm Based on Automatic Parameter Adjustment
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    Chapter 3 An Ant Colony Random Walk Algorithm for Overlapping Community Detection
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    Chapter 4 UK - Means Clustering for Uncertain Time Series Based on ULDTW Distance
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    Chapter 5 Predicting Physical Activities from Accelerometer Readings in Spherical Coordinate System
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    Chapter 6 A Community Detection Algorithm Based on Jaccard Similarity Label Propagation
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    Chapter 7 A Robust Object Tracking Method Based on CamShift for UAV Videos
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    Chapter 8 Multi-output LSSVM-Based Forecasting Model for Mid-Term Interval Load Optimized by SOA and Fresh Degree Function
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    Chapter 9 A Potential-Based Density Estimation Method for Clustering Using Decision Graph
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    Chapter 10 Optimization of Grover’s Algorithm Simulation Based on Cloud Computing
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    Chapter 11 Cross-Media Retrieval of Tourism Big Data Based on Deep Features and Topic Semantics
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    Chapter 12 Information Retrieval with Implicitly Temporal Queries
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    Chapter 13 On the Relations of Theoretical Foundations of Different Causal Inference Algorithms
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    Chapter 14 SibStCNN and TBCNN + kNN-TED: New Models over Tree Structures for Source Code Classification
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    Chapter 15 A Community Detection Algorithm Based on Local Double Rings and Fireworks Algorithm
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    Chapter 16 Cost Sensitive Matrix Factorization for Face Recognition
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    Chapter 17 Research of Dengue Fever Prediction in San Juan, Puerto Rico Based on a KNN Regression Model
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    Chapter 18 Identification of Nonlinear System Based on Complex-Valued Flexible Neural Network
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    Chapter 19 Research on the Method of Splitting Large Class Diagram Based on Multilevel Partitioning
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    Chapter 20 Ford Motorcar Identification from Single-Camera Side-View Image Based on Convolutional Neural Network
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    Chapter 21 Predicting Personality Traits of Users in Social Networks
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    Chapter 22 Face Anti-spoofing Algorithm Based on Gray Level Co-occurrence Matrix and Dual Tree Complex Wavelet Transform
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    Chapter 23 High-Accuracy Deep Convolution Neural Network for Image Super-Resolution
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    Chapter 24 An Improved Density Peak Clustering Algorithm
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    Chapter 25 Consensus-based Parallel Algorithm for Robust Convex Optimization with Scenario Approach in Colored Network
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    Chapter 26 Heterogeneous Context-aware Recommendation Algorithm with Semi-supervised Tensor Factorization
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    Chapter 27 Object Detection with Proposals in High-Resolution Optical Remote Sensing Images
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    Chapter 28 Towards Spectral-Texture Approach to Hyperspectral Image Analysis for Plant Classification
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    Chapter 29 Face Attributes Retrieval by Multi-Label Contractive Hashing
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    Chapter 30 Trajectory Similarity-Based Prediction with Information Fusion for Remaining Useful Life
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    Chapter 31 Co-clustering with Manifold and Double Sparse Representation
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    Chapter 32 Artifact Removal Methods in Motor Imagery of EEG
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    Chapter 33 Clustering by Searching Density Peaks via Local Standard Deviation
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    Chapter 34 Sparse Representation Based on Discriminant Locality Preserving Dictionary Learning for Face Recognition
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    Chapter 35 Cost-Sensitive Alternating Direction Method of Multipliers for Large-Scale Classification
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    Chapter 36 Fuzzy 2D-LDA Face Recognition Based on Sub-image
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    Chapter 37 Evolving Technical Trading Strategies Using Genetic Algorithms: A Case About Pakistan Stock Exchange
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    Chapter 38 A Hybrid Evolutionary Algorithm based on Adaptive Mutation and Crossover for Collaborative Learning Team Formation in Higher Education
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    Chapter 39 Object Recognition Based on Dynamic Random Forests and SURF Descriptor
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    Chapter 40 Reducing Subjectivity in the System Dynamics Modeling Process: An Interdisciplinary Approach
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    Chapter 41 The Theory of Modified Rings Game
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    Chapter 42 Markov Random Field Based Convolutional Neural Networks for Image Classification
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    Chapter 43 Using the Multivariate Normal to Improve Random Projections
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    Chapter 44 Automatic Motion Segmentation via a Cumulative Kernel Representation and Spectral Clustering
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    Chapter 45 Generation of Reducts and Threshold Functions and Its Networks for Classification
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    Chapter 46 Exploring Elitism in Genetic Algorithms for License Plate Recognition with Michigan-Style Classifiers
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    Chapter 47 Comparison Among Physiological Signals for Biometric Identification
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    Chapter 48 A Pay as You Use Resource Security Provision Approach Based on Data Graph, Information Graph and Knowledge Graph
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    Chapter 49 An Investment Defined Transaction Processing Towards Temporal and Spatial Optimization with Collaborative Storage and Computation Adaptation
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    Chapter 50 Interactive Data Visualization Using Dimensionality Reduction and Dissimilarity-Based Representations
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    Chapter 51 Applying Random Forest to Drive Recommendation
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    Chapter 52 Linguistic Truth-Valued Multi-Attribute Decision Making Approach Based on TOPSIS
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    Chapter 53 A Comparative Study on Lagrange Ying-Yang Alternation Method in Gaussian Mixture-Based Clustering
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    Chapter 54 Convolutional Neural Networks for Unsupervised Anomaly Detection in Text Data
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    Chapter 55 Solving the Bi-criteria Max-Cut Problem with Different Neighborhood Combination Strategies
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    Chapter 56 Semi-supervised Regularized Discriminant Analysis for EEG-Based BCI System
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    Chapter 57 Predicting Learning Effect by Learner’s Behavior in MOOCs
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    Chapter 58 Standardised Reputation Measurement
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    Chapter 59 Is a Reputation Time Series White Noise?
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    Chapter 60 Chaotic Brain Storm Optimization Algorithm
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    Chapter 61 Universum Discriminant Canonical Correlation Analysis
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    Chapter 62 Color Image Segmentation by Multilevel Thresholding Based on Harmony Search Algorithm
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    Chapter 63 Finding Sentiment in Noise: Non-linear Relationships Between Sentiment and Financial Markets
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    Chapter 64 Stochastic and Non-Stochastic Feature Selection
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    Chapter 65 Understanding Matching Data Through Their Partial Components
Overall attention for this book and its chapters
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Title
Intelligent Data Engineering and Automated Learning – IDEAL 2017
Published by
Springer, Cham, January 2017
DOI 10.1007/978-3-319-68935-7
ISBNs
978-3-31-968934-0, 978-3-31-968935-7
Editors

Hujun Yin, Yang Gao, Songcan Chen, Yimin Wen, Guoyong Cai, Tianlong Gu, Junping Du, Antonio J. Tallón-Ballesteros, Minling Zhang

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X Demographics

The data shown below were collected from the profiles of 66 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 3 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 3 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 2 67%
Unknown 1 33%
Readers by discipline Count As %
Computer Science 1 33%
Engineering 1 33%
Unknown 1 33%