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Pattern Recognition and Machine Intelligence

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Cover of 'Pattern Recognition and Machine Intelligence'

Table of Contents

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    Book Overview
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    Chapter 1 An Incremental Fast Policy Search Using a Single Sample Path
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    Chapter 2 Biometric Counter-Spoofing for Mobile Devices Using Gaze Information
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    Chapter 3 kNN Classification with an Outlier Informative Distance Measure
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    Chapter 4 Tree-Based Structural Twin Support Tensor Clustering with Square Loss Function
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    Chapter 5 Kernel Entropy Discriminant Analysis for Dimension Reduction
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    Chapter 6 A New Method to Address Singularity Problem in Multimodal Data Analysis
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    Chapter 7 Label Correlation Propagation for Semi-supervised Multi-label Learning
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    Chapter 8 Formulation of Two Stage Multiple Kernel Learning Using Regression Framework
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    Chapter 9 A Two-Stage Conditional Random Field Model Based Framework for Multi-Label Classification
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    Chapter 10 A Matrix Factorization & Clustering Based Approach for Transfer Learning
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    Chapter 11 Feature Selection and Fuzzy Rule Mining for Epileptic Patients from Clinical EEG Data
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    Chapter 12 Selection of Relevant Electrodes Based on Temporal Similarity for Classification of Motor Imagery Tasks
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    Chapter 13 Automated Measurement of Translational Margins and Rotational Shifts in Pelvic Structures Using CBCT Images of Rectal Cancer Patients
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    Chapter 14 Exploring the Scope of HSV Color Channels Towards Simple Shadow Contour Detection
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    Chapter 15 Linear Curve Fitting-Based Headline Estimation in Handwritten Words for Indian Scripts
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    Chapter 16 Object Segmentation in Texture Images Using Texture Gradient Based Active Contours
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    Chapter 17 A Variance Based Image Binarization Scheme and Its Application in Text Segmentation
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    Chapter 18 Variants of Locality Preserving Projection for Modular Face and Facial Expression Recognition
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    Chapter 19 A Robust Color Video Watermarking Technique Using DWT, SVD and Frame Difference
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    Chapter 20 Aggregated Channel Features with Optimum Parameters for Pedestrian Detection
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    Chapter 21 Object Tracking with Classification Score Weighted Histogram of Sparse Codes
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    Chapter 22 A Machine Learning Inspired Approach for Detection, Recognition and Tracking of Moving Objects from Real-Time Video
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    Chapter 23 Does Rotation Influence the Estimated Contour Length of a Digital Object?
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    Chapter 24 Abnormal Crowd Behavior Detection Based on Combined Approach of Energy Model and Threshold
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    Chapter 25 Unsupervised Feature Descriptors Based Facial Tracking over Distributed Geospatial Subspaces
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    Chapter 26 Face Detection Based on Frequency Domain Features
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    Chapter 27 A Study on the Properties of 3D Digital Straight Line Segments
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    Chapter 28 Unlocking the Mechanism of Devanagari Letter Identification Using Eye Tracking
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    Chapter 29 Video Stabilization Using Sliding Frame Window
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    Chapter 30 Palmprint and Finger Knuckle Based Person Authentication with Random Forest via Kernel-2DPCA
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    Chapter 31 A Fuzzy-LP Approach in Time Series Forecasting
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    Chapter 32 Third Order Backward Elimination Approach for Fuzzy-Rough Set Based Feature Selection
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    Chapter 33 A Novel OCR System Based on Rough Set Semi-reduct
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    Chapter 34 Rough Set Rules Determine Disease Progressions in Different Groups of Parkinson’s Patients
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    Chapter 35 Adversarial Optimization of Indoor Positioning System Using Differential Evolution
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    Chapter 36 Fast Convergence to Near Optimal Solution for Job Shop Scheduling Using Cat Swarm Optimization
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    Chapter 37 Music-Induced Emotion Classification from the Prefrontal Hemodynamics
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    Chapter 38 Analysis of Features and Metrics for Alignment in Text-Dependent Voice Conversion
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    Chapter 39 Effectiveness of Mel Scale-Based ESA-IFCC Features for Classification of Natural vs. Spoofed Speech
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    Chapter 40 Novel Phase Encoded Mel Filterbank Energies for Environmental Sound Classification
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    Chapter 41 An Adaptive i-Vector Extraction for Speaker Verification with Short Utterance
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    Chapter 42 Spoken Keyword Retrieval Using Source and System Features
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    Chapter 43 Novel Gammatone Filterbank Based Spectro-Temporal Features for Robust Phoneme Recognition
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    Chapter 44 Neural Networks Compression for Language Modeling
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    Chapter 45 A Metaphor Detection Approach Using Cosine Similarity
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    Chapter 46 Named Entity Identification Based Translation Disambiguation Model
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    Chapter 47 LEXER: LEXicon Based Emotion AnalyzeR
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    Chapter 48 Lexical TF-IDF: An n-gram Feature Space for Cross-Domain Classification of Sentiment Reviews
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    Chapter 49 A Method for Semantic Relatedness Based Query Focused Text Summarization
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    Chapter 50 Efficient and Effective Multiple Protein Sequence Alignment Model Using Dynamic Progressive Approach with Novel Look Back Ahead Scoring System
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    Chapter 51 Classification of Vector-Borne Virus Through Totally Ordered Set of Dinucleotide Interval Patterns
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    Chapter 52 A Quasi-Clique Mining Algorithm for Analysis of the Human Protein-Protein Interaction Network
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    Chapter 53 Prediction of Thyroid Cancer Genes Using an Ensemble of Post Translational Modification, Semantic and Structural Similarity Based Clustering Results
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    Chapter 54 mRMR+: An Effective Feature Selection Algorithm for Classification
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    Chapter 55 Topological Inquisition into the PPI Networks Associated with Human Diseases Through Graphlet Frequency Distribution
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    Chapter 56 Machine Learning Approach for Identification of miRNA-mRNA Regulatory Modules in Ovarian Cancer
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    Chapter 57 K -Means Algorithm to Identify $$k_1$$ -Most Demanding Products
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    Chapter 58 Detection of Atypical Elements by Transforming Task to Supervised Form
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    Chapter 59 Mining Rare Patterns Using Hyper-Linked Data Structure
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    Chapter 60 Random Binary Search Trees for Approximate Nearest Neighbour Search in Binary Space
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    Chapter 61 A Graphical Model for Football Story Snippet Synthesis from Large Scale Commentary
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    Chapter 62 An Efficient Approach for Mining Frequent Subgraphs
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    Chapter 63 Image Annotation Using Latent Components and Transmedia Association
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    Chapter 64 Incremental Learning of Non-stationary Temporal Causal Networks for Telecommunication Domain
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    Chapter 65 Effectiveness of Representation and Length Variation of Shortest Paths in Graph Classification
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    Chapter 66 An Efficient Encoding Scheme for Dynamic Multidimensional Datasets
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    Chapter 67 Stacked Features Based CNN for Rotation Invariant Digit Classification
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    Chapter 68 Improving the Performance of Deep Learning Based Speech Enhancement System Using Fuzzy Restricted Boltzmann Machine
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    Chapter 69 A Study on Deep Convolutional Neural Network Based Approaches for Person Re-identification
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    Chapter 70 Two-Stream Convolutional Network with Multi-level Feature Fusion for Categorization of Human Action from Videos
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    Chapter 71 Learning Deep Representation for Place Recognition in SLAM
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    Chapter 72 Performance of Deep Learning Algorithms vs. Shallow Models, in Extreme Conditions - Some Empirical Studies
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    Chapter 73 Deep Learning in the Domain of Multi-Document Text Summarization
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    Chapter 74 Space-Time Super-Resolution Using Deep Learning Based Framework
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    Chapter 75 A Spatio-temporal Feature Learning Approach for Dynamic Scene Recognition
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    Chapter 76 Spatial Distribution Based Provisional Disease Diagnosis in Remote Healthcare
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    Chapter 77 Extraction of Phenotypic Traits for Drought Stress Study Using Hyperspectral Images
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    Chapter 78 Spatio-Temporal Prediction of Meteorological Time Series Data: An Approach Based on Spatial Bayesian Network (SpaBN)
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    Chapter 79 Adaptive TerraSAR-X Image Registration (AIR) Using Spatial Fisher Kernel Framework
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    Chapter 80 Hierarchical Ranking of Cricket Teams Incorporating Player Composition
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    Chapter 81 Smart Water Management: An Ontology-Driven Context-Aware IoT Application
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    Chapter 82 Structured Prediction of Music Mood with Twin Gaussian Processes
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    Chapter 83 Differentiating Pen Inks in Handwritten Bank Cheques Using Multi-layer Perceptron
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    Chapter 84 Analysis of Causal Interactions and Predictive Modelling of Financial Markets Using Econometric Methods, Maximal Overlap Discrete Wavelet Transformation and Machine Learning: A Study in Asian Context
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    Chapter 85 Opinion Mining Using Support Vector Machine with Web Based Diverse Data
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    Chapter 86 Harnessing Online News for Sarcasm Detection in Hindi Tweets
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    Chapter 87 Concept-Based Approach for Research Paper Recommendation
Overall attention for this book and its chapters
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Title
Pattern Recognition and Machine Intelligence
Published by
Springer International Publishing, December 2017
DOI 10.1007/978-3-319-69900-4
ISBNs
978-3-31-969899-1, 978-3-31-969900-4
Editors

Shankar, B. Uma, Ghosh, Kuntal, Mandal, Deba Prasad, Ray, Shubhra Sankar, Zhang, David, Pal, Sankar K.

Twitter Demographics

The data shown below were collected from the profiles of 12 tweeters who shared this research output. Click here to find out more about how the information was compiled.

Mendeley readers

The data shown below were compiled from readership statistics for 16 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 16 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 4 25%
Student > Ph. D. Student 3 19%
Researcher 2 13%
Professor 1 6%
Student > Bachelor 1 6%
Other 1 6%
Unknown 4 25%
Readers by discipline Count As %
Computer Science 5 31%
Engineering 2 13%
Agricultural and Biological Sciences 1 6%
Linguistics 1 6%
Chemical Engineering 1 6%
Other 0 0%
Unknown 6 38%