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Pattern Recognition and Machine Intelligence

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Table of Contents

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    Book Overview
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    Chapter 1 Interactive Computations: Toward Risk Management in Interactive Intelligent Systems
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    Chapter 2 Fuzzy Digital Topology and Geometry and Their Applications to Medical Imaging
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    Chapter 3 Scalable Knowledge Discovery in Complex Data with Pattern Structures
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    Chapter 4 A Recurrent Neural Network with Non-gesture Rejection Model for Recognizing Gestures with Smartphone Sensors
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    Chapter 5 Granular Attribute Selection: A Case Study of Rough Set Approach to MRI Segmentation
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    Chapter 6 Performance Tuning of PCA by CFS-Shapley Ensemble and Its Application to Medical Diagnosis
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    Chapter 7 A Modified K -Modes Clustering Algorithm
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    Chapter 8 BiAS: A Theme Metric to Model Mutual Association
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    Chapter 9 Inter-domain Cluster Mapping and GMCV Based Transformation for Domain Adaptation
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    Chapter 10 Structural Feature Based Classification of Printed Gujarati Characters
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    Chapter 11 Mining Anomalous Sub-graphs in Graph Data Using Non-negative Matrix Factorization
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    Chapter 12 Discriminant Analysis for Identifying Individuals of Electrocardiogram
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    Chapter 13 Trust Based Secure and Energy Efficient Clustering in Wireless Sensor Network: A Bee Mating Approach
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    Chapter 14 Training by ART-2 and Classification of Ballistic Missiles Using Hidden Markov Model
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    Chapter 15 Performance Analysis of Multiclass Common Spatial Patterns in Brain-Computer Interface
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    Chapter 16 A Fuzzy Hybrid Framework for Offline Signature Verification
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    Chapter 17 A Graph Based Approach to Multiview Clustering
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    Chapter 18 Classification of Fricatives Using Novel Modulation Spectrogram Based Features
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    Chapter 19 Speaker Recognition Using Sparse Representation via Superimposed Features
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    Chapter 20 Kernel Based Rough-Fuzzy C-Means
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    Chapter 21 Palmprint Recognition Using Data Field and PCNN
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    Chapter 22 Highly Sparse Reductions to Kernel Spectral Clustering
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    Chapter 23 A Rough Clustering Algorithm for Mining Outliers in Categorical Data
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    Chapter 24 On the Use of Monogenic Scale Space for Efficient Face Representation and Recognition
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    Chapter 25 Fingerprint Recognition Based on Adaptive Neuro-Fuzzy Inference System
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    Chapter 26 Dynamic Programming for Bayesian Logistic Regression Learning under Concept Drift
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    Chapter 27 Gait Recognition from Front and Back View Sequences Captured Using Kinect
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    Chapter 28 Unconstrained Kannada Handwritten Character Recognition Using Multi-level SVM Classifier
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    Chapter 29 Semi-supervised Clustering by Selecting Informative Constraints
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    Chapter 30 Spatio-temporal Change Detection of Urban Heat Islands Using Spatial Interpolation
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    Chapter 31 Distance based Incremental Clustering for Mining Clusters of Arbitrary Shapes
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    Chapter 32 C-MAP: Framework for Multi-agent Planning in Cyber Physical Systems
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    Chapter 33 A New Intelligent Approach for Mobile Robot Navigation
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    Chapter 34 Rapid Game Strategy Evaluation Using Fuzzy Extreme Learning Machine
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    Chapter 35 New Fuzzy Integral for the Unit Maneuver in RTS Game
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    Chapter 36 Weighted Coordinate-Wise Pegasos
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    Chapter 37 Recognition of Cross Profiles of Roadbed Based on Polygonal Representations
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    Chapter 38 A New Orthogonalization of Locality Preserving Projection and Applications
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    Chapter 39 A Complex Diffusion Driven Approach for Removing Data-Dependent Multiplicative Noise
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    Chapter 40 Extracting Linear Features from SAR Images Using CGVF Snake Model and Beamlet Transform
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    Chapter 41 Learning Semantic Interaction among Graspable Objects
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    Chapter 42 New Additive Wavelet Image Fusion Algorithm for Satellite Images
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    Chapter 43 Iris Recognition under Non-ideal Imaging Conditions and CCD Noise
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    Chapter 44 KID: Kirsch Directional Features Based Image Descriptor
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    Chapter 45 Local Morphological Pattern Spectrum Based Approach for Off-line Signature Verification
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    Chapter 46 A Robust On-road Moving Platform Video Stabilization Using Derivative Curve Warping
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    Chapter 47 Efficient Image Plane Rotation Invariant Frequency Domain Face Recognition Technique Using Eye Localization
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    Chapter 48 A New Rotation Invariant Weber Local Descriptor for Recognition of Skin Diseases
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    Chapter 49 A Composite Wavelets and Morphology Approach for ECG Noise Filtering
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    Chapter 50 A Bi-level IHS Transform for Fusing Panchromatic and Multispectral Images
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    Chapter 51 Visualisation of Multibeam Echosounder Measurement Data
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    Chapter 52 Image Annotation in Presence of Noisy Labels
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    Chapter 53 Corpus Based Emotional Speech Synthesis in Hindi
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    Chapter 54 Tracking Objects with Rigid Body Templates: An Iterative Constrained Linear Least Squares Approach
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    Chapter 55 Duration Modeling Using Multi-model Based on Positional Information
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    Chapter 56 Video Key Frame Extraction through Canonical Correlation Analysis and Graph Modularity
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    Chapter 57 Semi-automated Magnification of Small Motions in Videos
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    Chapter 58 Pixel-wise Background Segmentation with Moving Camera
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    Chapter 59 A Fast Video Inpainting Technique
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    Chapter 60 Static Summarization of Video Scenes Based on Minimal Spanning Tree
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    Chapter 61 Real-Time Smoke Detection in Video Sequences: Combined Approach
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    Chapter 62 A New Nonlocal Maximum Likelihood Estimation Method for Denoising Magnetic Resonance Images
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    Chapter 63 Object Shape Recognition from EEG Signals during Tactile and Visual Exploration
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    Chapter 64 Bone Contour Tracing in Digital X-ray Images Based on Adaptive Thresholding
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    Chapter 65 Content Based Image Retrieval of T2 Weighted Brain MR Images Similar to T1 Weighted Images
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    Chapter 66 Robust Classification of MR Brain Images Based on Multiscale Geometric Analysis
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    Chapter 67 A Copula Based Statistical Model for Text Extraction from Scene Images
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    Chapter 68 Query Expansion Using PRF-CBD Approach for Documents Retrieval
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    Chapter 69 Text Localization in Historical Document Images with Local Binary Patterns and Variance Models
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    Chapter 70 Identification of Devnagari and Roman Scripts from Multi-script Handwritten Documents
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    Chapter 71 Extraction of Doodles and Drawings from Manuscripts
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    Chapter 72 Text Segmentation from Land Map Images
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    Chapter 73 Rough-Fuzzy Clustering and M-Band Wavelet Packet for Text-Graphics Segmentation
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    Chapter 74 A New Image Binarization Technique by Classifying Document Images
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    Chapter 75 Colored Rubber Stamp Removal from Document Images
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    Chapter 76 On the Role of Compensatory Operators in Fuzzy Result Merging for Metasearch
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    Chapter 77 The Fuzzy Parametrized Model for Classifying Blocks in the Non-binary Motion Mask
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    Chapter 78 Homomorphisms on the Monoid of Fuzzy Implications $(\mathbb{I}, \circledast)$ - A Complete Characterization
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    Chapter 79 Monotonicity of SISO Fuzzy Relational Inference Mechanism with Yager’s Class of Fuzzy Implications
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    Chapter 80 Small World Particle Swarm Optimizer for Global Optimization Problems
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    Chapter 81 Ordered Solution Generation for Implicit AND/OR Search Spaces
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    Chapter 82 Intuitionistic Multi Fuzzy Soft Set and its Application in Decision Making
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    Chapter 83 Incorporation of Particle Swarm Optimization in Adaptive Boosting
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    Chapter 84 Exploring a Quantum Hebbian Model of Feature Map Formation
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    Chapter 85 Real Parameter Optimization Using Levy Distributed Differential Evolution
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    Chapter 86 Particle Swarm Optimization with Exploratory Move
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    Chapter 87 Multi Objective Optimization of Expense and Revenue in a Cognitive Radio Network Using NSGA-II
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    Chapter 88 Anytime Pack Heuristic Search
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    Chapter 89 A Subspace Module Extraction Technique for Gene Expression Data
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    Chapter 90 Simultaneous Gene Selection and Cancer Classification Using a Hybrid Intelligent Water Drop Approach
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    Chapter 91 Scored Protein-Protein Interaction to Predict Subcellular Localizations for Yeast Using Diffusion Kernel
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    Chapter 92 An Evolutionary Approach for Analysing the Effect of Interaction Site Structural Features on Protein- Protein Complex Formation
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    Chapter 93 Random Weighting through Linear Programming into Intracellular Transporters of Rice Metabolic Network
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    Chapter 94 Fuzzy SVM with a Novel Membership Function for Prediction of Protein-Protein Interaction Sites in Homo sapiens
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    Chapter 95 A Consensus Approach for Identification of Protein-Protein Interaction Sites in Homo Sapiens
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    Chapter 96 Gaussian Fuzzy Index ( GFI ) for Cluster Validation: Identification of High Quality Biologically Enriched Clusters of Genes and Selection of Some Possible Genes Mediating Lung Cancer
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    Chapter 97 Semi-supervised Self-organizing Feature Map for Gene Expression Data Classification
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    Chapter 98 FlowSummary: Summarizing Network Flows for Communication Periodicity Detection
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    Chapter 99 Precedence Mining in Group Recommender Systems
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    Chapter 100 Optimizing Research Progress Trajectories with Semantic Power Graphs
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    Chapter 101 An Induced Fuzzy Rasch-Vikor Model for Warehouse Location Evaluation under Risky Supply Chain
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    Chapter 102 Discourse Based Sentiment Analysis for Hindi Reviews
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    Chapter 103 Rel-Div: Generating Diversified Query Interpretations from Semantic Relations
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    Chapter 104 Automatic Generation of Multiple Choice Questions Using Wikipedia
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    Chapter 105 Link Prediction Using Power Law Clique Distribution and Common Edges Distribution
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    Chapter 106 A Hybrid Algorithm for the Permutation Flow Shop Scheduling Problem
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Title
Pattern Recognition and Machine Intelligence
Published by
Springer Berlin Heidelberg, December 2013
DOI 10.1007/978-3-642-45062-4
ISBNs
978-3-64-245061-7, 978-3-64-245062-4
Editors

Maji, Pradipta, Ghosh, Ashish, Murty, M. Narasimha, Ghosh, Kuntal, Pal, Sankar K.

Mendeley readers

The data shown below were compiled from readership statistics for 186 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Brazil 2 1%
India 1 <1%
Japan 1 <1%
Unknown 182 98%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 7 4%
Student > Master 6 3%
Student > Bachelor 6 3%
Librarian 2 1%
Student > Doctoral Student 2 1%
Other 7 4%
Unknown 156 84%
Readers by discipline Count As %
Computer Science 19 10%
Engineering 5 3%
Agricultural and Biological Sciences 2 1%
Economics, Econometrics and Finance 1 <1%
Business, Management and Accounting 1 <1%
Other 2 1%
Unknown 156 84%