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Pattern Recognition and Machine Intelligence

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Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 New Approaches to Design and Control of Time Limited Search Algorithms
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    Chapter 2 Feature Selection Using Non Linear Feature Relation Index
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    Chapter 3 Classification of Multi-variate Varying Length Time Series Using Descriptive Statistical Features
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    Chapter 4 2D-LPI: Two-Dimensional Locality Preserving Indexing
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    Chapter 5 A Geometric Algorithm for Learning Oblique Decision Trees
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    Chapter 6 Kernel Optimization Using a Generalized Eigenvalue Approach
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    Chapter 7 Zero Norm Least Squares Proximal SVR
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    Chapter 8 Effect of Subsampling Rate on Subbagging and Related Ensembles of Stable Classifiers
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    Chapter 9 Metric in Feature Space
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    Chapter 10 Speeding-Up the K-Means Clustering Method: A Prototype Based Approach
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    Chapter 11 Constructive Semi-Supervised Classification Algorithm and Its Implement in Data Mining
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    Chapter 12 Novel Deterministic Heuristics for Building Minimum Spanning Trees with Constrained Diameter
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    Chapter 13 Multi-objective Evolutionary Feature Selection
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    Chapter 14 A Fast Supervised Method of Feature Ranking and Selection for Pattern Classification
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    Chapter 15 Clustering in Concept Association Networks
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    Chapter 16 Interactive Rough-Granular Computing in Pattern Recognition
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    Chapter 17 Application of Neural Networks in Preform Design of Aluminium Upsetting Process Considering Different Interfacial Frictional Conditions
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    Chapter 18 Case Indexing Using PSO and ANN in Real Time Strategy Games
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    Chapter 19 Construction of Fuzzy Relation by Closure Systems
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    Chapter 20 Incorporating Fuzziness to CLARANS
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    Chapter 21 Development of a Neuro-fuzzy MR Image Segmentation Approach Using Fuzzy C-Means and Recurrent Neural Network
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    Chapter 22 Weak Fuzzy Equivalence and Equality Relations
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    Chapter 23 Estimation of Tailor-Welded Blank Parameters for Acceptable Tensile Behaviour Using ANN
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    Chapter 24 Identification of N-Glycosylation Sites with Sequence and Structural Features Employing Random Forests
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    Chapter 25 Identification of Defensins Employing Recurrence Quantification Analysis and Random Forest Classifiers
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    Chapter 26 Data Mining by Navigation – An Experience with Systems Biology
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    Chapter 27 A Least Squares Fitting-Based Modeling of Gene Regulatory Sub-networks
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    Chapter 28 Automated Identification of Protein Structural Features
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    Chapter 29 Using Supervised Learning and Comparing General and ANTI-HIV Drug Databases Using Chemoinformatics
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    Chapter 30 Multiple Sequence Alignment Based Upon Statistical Approach of Curve Fitting
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    Chapter 31 A Constraint Based Method for Optimization in Metabolic Pathways
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    Chapter 32 Cross-Correlation and Evolutionary Biclustering: Extracting Gene Interaction Sub-networks
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    Chapter 33 Learning Age and Gender of Blogger from Stylistic Variation
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    Chapter 34 Hypertext Classification Using Tensor Space Model and Rough Set Based Ensemble Classifier
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    Chapter 35 Feature and Opinion Mining for Customer Review Summarization
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    Chapter 36 A Semi-supervised Approach for Maximum Entropy Based Hindi Named Entity Recognition
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    Chapter 37 A News Analysis and Tracking System
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    Chapter 38 Anomaly Detection from Call Data Records
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    Chapter 39 Mining Calendar-Based Periodicities of Patterns in Temporal Data
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    Chapter 40 A Relation Mining and Visualization Framework for Automated Text Summarization
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    Chapter 41 Mining Local Association Rules from Temporal Data Set
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    Chapter 42 Multi-label Text Classification Approach for Sentence Level News Emotion Analysis
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    Chapter 43 Semantic Relation between Words with the Web as Information Source
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    Chapter 44 Automatic Keyphrase Extraction from Medical Documents
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    Chapter 45 An Approach for Preparing Groundtruth Data and Evaluating Visual Saliency Models
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    Chapter 46 Evaluation of Segmentation Techniques Using Region Size and Boundary Information
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    Chapter 47 Unsupervised Color Image Segmentation Using Compound Markov Random Field Model
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    Chapter 48 A New Statistical Restoration Method for Spatial Domain Images
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    Chapter 49 Prediction of Cloud for Weather Now-Casting Application Using Topology Adaptive Active Membrane
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    Chapter 50 Image Enhancement Using Multi-objective Genetic Algorithms
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    Chapter 51 A Robust Object Tracking Method Using Structural Similarity in Daubechies Complex Wavelet Domain
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    Chapter 52 A Novel Multimodality Image Fusion Method Using Region Consistency Rule
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    Chapter 53 Deriving Sparse Coefficients of Wavelet Pyramid Taking Clues from Hough Transform
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    Chapter 54 Improvised Filter Design for Depth Estimation from Single Monocular Images
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    Chapter 55 Color Image Segmentation Based on Vectorial Multiscale Diffusion with Inter-scale Linking
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    Chapter 56 Effective and Efficient Tracking and Ego-Motion Recovery for Mobile Cameras
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    Chapter 57 Class Specific Threshold Selection in Face Space Using Set Estimation Technique for RGB Color Components
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    Chapter 58 Human Action Recognition Based on Spatio-temporal Features
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    Chapter 59 A Novel Hybrid Pansharpening Method Using Contourlet Transform
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    Chapter 60 Text Line Segmentation for Unconstrained Handwritten Document Images Using Neighborhood Connected Component Analysis
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    Chapter 61 Model-Guided Segmentation and Layout Labelling of Document Images Using a Hierarchical Conditional Random Field
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    Chapter 62 Recognition of Numeric Postal Codes from Multi-script Postal Address Blocks
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    Chapter 63 Foreground Text Extraction in Color Document Images for Enhanced Readability
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    Chapter 64 A Novel Approach to Skeletonization for Multi-font OCR Applications
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    Chapter 65 A Novel Approach for Detection of Alteration in Ball Pen Writings
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    Chapter 66 Resolving Ambiguities in Confused Online Tamil Characters with Post Processing Algorithms
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    Chapter 67 Hidden QIM Watermarking on Compressed Data Using Channel Coding and Lifting
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    Chapter 68 MRF Based LSB Steganalysis: A New Measure of Steganography Capacity
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    Chapter 69 Partial Encryption on SPIHT Compressed Images
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    Chapter 70 Evaluation of Feature Selection Measures for Steganalysis
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    Chapter 71 Mutual Neighborhood Based Discriminant Projection for Face Recognition
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    Chapter 72 Biometric Gait Recognition with Carrying and Clothing Variants
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    Chapter 73 Context Switching Algorithm for Selective Multibiometric Fusion
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    Chapter 74 Biometric Based Unique Key Generation for Authentic Audio Watermarking
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    Chapter 75 Annular Iris Recognition Using SURF
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    Chapter 76 Face Recognition Using Posterior Distance Model Based Radial Basis Function Neural Networks
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    Chapter 77 Segmentation for Iris Localisation: A Novel Approach Suitable for Fake Iris Detection
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    Chapter 78 Key Independent Retrieval of Chaotic Encrypted Images
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    Chapter 79 A Bayesian Approach to Hybrid Image Retrieval
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    Chapter 80 Hierarchical System for Content Based Categorization and Orientation of Consumer Images
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    Chapter 81 Effective Visualization and Navigation in a Multimedia Document Collection Using Ontology
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    Chapter 82 Using Concept Recognition to Annotate a Video Collection
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    Chapter 83 Variational Bayes Adapted GMM Based Models for Audio Clip Classification
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    Chapter 84 Cross-Lingual Vocal Emotion Recognition in Five Native Languages of Assam Using Eigenvalue Decomposition
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    Chapter 85 Variable Length Teager Energy Based Mel Cepstral Features for Identification of Twins
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    Chapter 86 Unit Selection Using Linguistic, Prosodic and Spectral Distance for Developing Text-to-Speech System in Hindi
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    Chapter 87 Exploring Speech Features for Classifying Emotions along Valence Dimension
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    Chapter 88 A Novel Time Decaying Approach to Obstacle Avoidance
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    Chapter 89 Chaotic Synchronization and Secure Communication Using Contraction Theory
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    Chapter 90 Fault Diagnosis of an Air-Conditioning System Using LS-SVM
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    Chapter 91 Classification of Power Quality Disturbances Using GA Based Optimal Feature Selection
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    Chapter 92 Constrained Control of Weakly Coupled Nonlinear Systems Using Neural Network
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    Chapter 93 A Network Coding and Genetic Algorithm Based Power Efficient Routing Algorithm for Wireless Sensor Networks
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    Chapter 94 Towards Situation Awareness in Integrated Air Defence Using Clustering and Case Based Reasoning
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    Chapter 95 Algorithms to Automate Estimation of Time Codes for Captioning Digital Media
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    Chapter 96 Disclosing Patterns in IT Project Management - A Rough Set Perspective
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    Chapter 97 Comparison of GARCH, Neural Network and Support Vector Machine in Financial Time Series Prediction
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    Chapter 98 Mean-Entropy-Skewness Fuzzy Portfolio Selection by Credibility Theory Approach
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    Chapter 99 Late Blight Forecast Using Mobile Phone Based Agro Advisory System
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    Chapter 100 Evolutionary and Iterative Crisp and Rough Clustering I: Theory
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    Chapter 101 Evolutionary and Iterative Crisp and Rough Clustering II: Experiments
Overall attention for this book and its chapters
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Mentioned by

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1 news outlet

Citations

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4 Dimensions

Readers on

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112 Mendeley
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Title
Pattern Recognition and Machine Intelligence
Published by
Springer Berlin Heidelberg, December 2009
DOI 10.1007/978-3-642-11164-8
ISBNs
978-3-64-211163-1, 978-3-64-211164-8
Editors

Chaudhury, Santanu, Mitra, Sushmita, Murthy, C. A., Sastry, P. S., Pal, Sankar K.

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 112 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Brazil 3 3%
Portugal 2 2%
United States 2 2%
Indonesia 1 <1%
Canada 1 <1%
Australia 1 <1%
Belgium 1 <1%
Iran, Islamic Republic of 1 <1%
Unknown 100 89%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 33 29%
Student > Master 30 27%
Researcher 11 10%
Student > Bachelor 7 6%
Professor > Associate Professor 7 6%
Other 12 11%
Unknown 12 11%
Readers by discipline Count As %
Computer Science 55 49%
Engineering 24 21%
Agricultural and Biological Sciences 4 4%
Arts and Humanities 3 3%
Business, Management and Accounting 3 3%
Other 9 8%
Unknown 14 13%