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Intelligent Computing Theories and Methodologies

Overview of attention for book
Cover of 'Intelligent Computing Theories and Methodologies'

Table of Contents

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    Book Overview
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    Chapter 1 Parallel Collaborative Filtering Recommendation Model Based on Two-Phase Similarity
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    Chapter 2 An Improved Ant Colony Algorithm to Solve Vehicle Routing Problem with Time Windows
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    Chapter 3 Evolutionary nonnegative matrix factorization for data compression
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    Chapter 4 Learning-Based Evolutionary Optimization for Optimal Power Flow
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    Chapter 5 Blind Nonparametric Determined and Underdetermined Signal Extraction Algorithm for Dependent Source Mixtures
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    Chapter 6 The Chaotic Measurement Matrix for Compressed Sensing
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    Chapter 7 Leveraging Semantic Labeling for Question Matching to Facilitate Question-Answer Archive Reuse
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    Chapter 8 How to Detect Communities in Large Networks
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    Chapter 9 Self-adaptive Percolation Behavior Water Cycle Algorithm
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    Chapter 10 Oscillatory Behavior in An Inertial Six-Neuron Network Model with Delays
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    Chapter 11 An Online Supervised Learning Algorithm Based on Nonlinear Spike Train Kernels
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    Chapter 12 Forecasting Weather Signals Using a Polychronous Spiking Neural Network
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    Chapter 13 A Water Wave Optimization Algorithm with Variable Population Size and Comprehensive Learning
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    Chapter 14 Water Wave Optimization for the Traveling Salesman Problem
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    Chapter 15 Improved Dendritic Cell Algorithm with False Positives and False Negatives Adjustable
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    Chapter 16 Topographic Modulations of Neural Oscillations in Spiking Networks
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    Chapter 17 Non-negative Approximation with Thresholding for Cortical Visual Representation
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    Chapter 18 Targeting the Minimum Vertex Set Problem with an Enhanced Genetic Algorithm Improved with Local Search Strategies
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    Chapter 19 Lie Detection from Speech Analysis Based on K–SVD Deep Belief Network Model
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    Chapter 20 Automatic Seizure Detection in EEG Based on Sparse Representation and Wavelet Transform
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    Chapter 21 Design of Serial Communication Module Based on Solar-Blind UV Communication System
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    Chapter 22 Target Tracking via Incorporating Multi-modal Features
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    Chapter 23 Feature Selection Based on Data Clustering
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    Chapter 24 A Comparison of Local Invariant Feature Description and Its Application
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    Chapter 25 An Efficient Indexing Scheme Based on K-Plet Representation for Fingerprint Database
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    Chapter 26 Color Characterization Comparison for Machine Vision-Based Fruit Recognition
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    Chapter 27 Real-Time Human Action Recognition Using DMMs-Based LBP and EOH Features
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    Chapter 28 Joint Abnormal Blob Detection and Localization Under Complex Scenes
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    Chapter 29 Graph Based Kernel k -Means Using Representative Data Points as Initial Centers
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    Chapter 30 Palmprint Recognition Based on Image Sets
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    Chapter 31 Face Recognition Using SURF
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    Chapter 32 Research on an Algorithm of Shape Motion Deblurring
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    Chapter 33 A New Approach for Greenness Identification from Maize Images
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    Chapter 34 Image Super-Resolution Reconstruction Based on Sparse Representation and POCS Method
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    Chapter 35 An Improved Denoising Method Based on Wavelet Transform for Processing Bases Sequence Images
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    Chapter 36 License Plate Extraction Using Spiking Neural Networks
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    Chapter 37 Pedestrian Detection and Counting Based on Ellipse Fitting and Object Motion Continuity for Video Data Analysis
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    Chapter 38 Regularized Level Set Method by Incorporating Local Statistical Information and Global Similarity Compatibility for Image Segmentation
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    Chapter 39 Sparse Learning for Robust Background Subtraction of Video Sequences
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    Chapter 40 A New Microcalcification Detection Method in Full Field Digital Mammogram Images
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    Chapter 41 Forensic Detection of Median Filtering in Digital Images Using the Coefficient-Pair Histogram of DCT Value and LBP Pattern
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    Chapter 42 An Image Enhancement Method Based on Edge Preserving Random Walk Filter
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    Chapter 43 Latent Fingerprint Segmentation Based on Sparse Representation
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    Chapter 44 Pose Estimation for Vehicles Based on Binocular Stereo Vision in Urban Traffic
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    Chapter 45 Robust Segmentation of Vehicles Under Illumination Variations and Camera Movement
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    Chapter 46 Binarization Chinese Rubbing Images Using Gaussian Mixture Model
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    Chapter 47 Locally Linear Representation Manifolds Margin
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    Chapter 48 Modified Sparse Representation Based Image Super-Resolution Reconstruction
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    Chapter 49 Planning Feasible and Smooth Paths for Simulating Realistic Crowd
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    Chapter 50 A Comparative Investigation of PSG Signal Patterns to Classify Sleep Disorders Using Machine Learning Techniques
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    Chapter 51 A Multi-valued Coarse Graining of Lempel-Ziv Complexity and SVM in ECG Signal Analysis
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    Chapter 52 A Survey of Multiple Sequence Alignment Techniques
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    Chapter 53 Analyzing the Genomes of Coxsackievirus A16 and Enterovirus 71 in Relation to Hand, Foot and Mouth Disease(HFMD) Using Apriori Algorithm, Decision Tree and Support Vector Machine (SVM)
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    Chapter 54 A Utility Function Based Resource Allocation Method for LEO Satellite Constellation System
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    Chapter 55 A Novel Naive Bayes Classifier Model Based on Differential Evolution
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    Chapter 56 Chaotic Iteration Particle Swarm Optimization Algorithm Based on Economic Load Dispatch
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    Chapter 57 Training Artificial Neural Network Using Hybrid Optimization Algorithm for Rainfall-Runoff Forecasting
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    Chapter 58 A Novel Swarm Intelligence Algorithm Based on Cuckoo Search Algorithm (NSICS)
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    Chapter 59 Robust PCA-Based Genetic Algorithm for Solving CNOP
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    Chapter 60 Exploring Three Emotion Induction Procedures and Their Effect on E-learners’ Language Learning
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    Chapter 61 Approximate Bit-Vector Algorithms for Hashing-Based Similarity Searches
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    Chapter 62 Dynamic Hand Gesture Recognition Using Centroid Tracking
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    Chapter 63 Conditional Matching Preclusion Sets for an Mixed-Graph of the Star Graph and the Bubble-Sort Graph
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    Chapter 64 A Method to Select Next Hop Node for Improving Energy Efficiency in LEAP-Based WSNs
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    Chapter 65 An Efficient Topology-Based Algorithm for Transient Analysis of Power Grid
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    Chapter 66 Implementation of Leaf Image Recognition System Based on LBP and B/S Framework
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    Chapter 67 Using Additive Expression Programming for System Identification
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    Chapter 68 Supervised Feature Extraction of Hyperspectral Image by Preserving Spatial-Spectral and Local Topology
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    Chapter 69 A New Learning Automata Algorithm for Selection of Optimal Subset
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    Chapter 70 The Recent Developments and Comparative Analysis of Neural Network and Evolutionary Algorithms for Solving Symbolic Regression
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    Chapter 71 Inferring Large Gene Networks with a Hybrid Fuzzy Clustering Method
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    Chapter 72 A Novel Algorithm for Classifying Protein Structure Familiar by Using the Graph Mining Approach
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    Chapter 73 Predicting Helix Boundaries of α -Helix Transmembrane Protein with Feedback Conditional Random Fields
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    Chapter 74 Prediction of Protein Structure Classes
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    Chapter 75 An Integrated Computational Schema for Analysis, Prediction and Visualization of piRNA Sequences
Overall attention for this book and its chapters
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Citations

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Title
Intelligent Computing Theories and Methodologies
Published by
Springer International Publishing, August 2015
DOI 10.1007/978-3-319-22180-9
ISBNs
978-3-31-922179-3, 978-3-31-922180-9
Editors

Huang, De-Shuang, Bevilacqua, Vitoantonio, Premaratne, Prashan

Twitter Demographics

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Mendeley readers

The data shown below were compiled from readership statistics for 58 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 58 100%

Demographic breakdown

Readers by professional status Count As %
Professor 1 2%
Student > Ph. D. Student 1 2%
Student > Bachelor 1 2%
Student > Master 1 2%
Unknown 54 93%
Readers by discipline Count As %
Engineering 2 3%
Computer Science 1 2%
Unknown 55 95%