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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 On the Study of Childhood Medulloblastoma Auto Cell Segmentation from Histopathological Tissue Samples
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    Chapter 2 Automated Counting of Platelets and White Blood Cells from Blood Smear Images
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    Chapter 3 An Efficient Method for Automatic Recognition of Virus Particles in TEM Images
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    Chapter 4 Detection of Necrosis in Mice Liver Tissue Using Deep Convolutional Neural Network
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    Chapter 5 Bayesian Deep Learning for Deformable Medical Image Registration
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    Chapter 6 Design and Analysis of an Isotropic Wavelet Features-Based Classification Algorithm for Adenocarcinoma and Squamous Cell Carcinoma of Lung Histological Images
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    Chapter 7 Optimized Rigid Motion Correction from Multiple Non-simultaneous X-Ray Angiographic Projections
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    Chapter 8 Group-Sparsity Based Compressed Sensing Reconstruction for Fast Parallel MRI
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    Chapter 9 Sparse Representation Based Super-Resolution of MRI Images with Non-Local Total Variation Regularization
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    Chapter 10 QIBDS Net: A Quantum-Inspired Bi-Directional Self-supervised Neural Network Architecture for Automatic Brain MR Image Segmentation
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    Chapter 11 Colonoscopic Image Polyp Classification Using Texture Features
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    Chapter 12 GRaphical Footprint Based Alignment-Free Method (GRAFree) for Classifying the Species in Large-Scale Genomics
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    Chapter 13 Density-Based Clustering of Functionally Similar Genes Using Biological Knowledge
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    Chapter 14 Impact of the Continuous Evolution of Gene Ontology on Similarity Measures
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    Chapter 15 DEGnet: Identifying Differentially Expressed Genes Using Deep Neural Network from RNA-Seq Datasets
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    Chapter 16 Survival Analysis with the Integration of RNA-Seq and Clinical Data to Identify Breast Cancer Subtype Specific Genes
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    Chapter 17 Deep Learning Based Fully Automated Decision Making for Intravitreal Anti-VEGF Therapy
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    Chapter 18 Biomarker Identification for ESCC Using Integrative DEA
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    Chapter 19 Critical Gene Selection by a Modified Particle Swarm Optimization Approach
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    Chapter 20 Neuronal Dendritic Fiber Interference Due to Signal Propagation
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    Chapter 21 Two-Class in Silico Categorization of Intermediate Epileptic EEG Data
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    Chapter 22 Employing Temporal Properties of Brain Activity for Classifying Autism Using Machine Learning
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    Chapter 23 Time-Frequency Analysis Based Detection of Dysrhythmia in ECG Using Stockwell Transform
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    Chapter 24 Block-Sparsity Based Compressed Sensing for Multichannel ECG Reconstruction
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    Chapter 25 A Dynamical Phase Synchronization Based Approach to Study the Effects of Long-Term Alcoholism on Functional Connectivity Dynamics
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    Chapter 26 RBM Based Joke Recommendation System and Joke Reader Segmentation
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    Chapter 27 TagEmbedSVD: Leveraging Tag Embeddings for Cross-Domain Collaborative Filtering
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    Chapter 28 On Applying Meta-path for Network Embedding in Mining Heterogeneous DBLP Network
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    Chapter 29 An Improved Approach for Sarcasm Detection Avoiding Null Tweets
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    Chapter 30 A Grammar-Driven Approach for Parsing Manipuri Language
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    Chapter 31 Query Expansion Using Information Fusion for Effective Retrieval of News Articles
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    Chapter 32 A Hybrid Framework for Improving Diversity and Long Tail Items in Recommendations
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    Chapter 33 Prioritized Named Entity Driven LDA for Document Clustering
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    Chapter 34 Context-Aware Reasoning Framework for Multi-user Recommendations in Smart Home
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    Chapter 35 Sentiment Analysis of Financial News Using Unsupervised and Supervised Approach
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    Chapter 36 Finding Active Experts for Question Routing in Community Question Answering Services
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    Chapter 37 Stacked Autoencoder Based Feature Extraction and Superpixel Generation for Multifrequency PolSAR Image Classification
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    Chapter 38 Land Cover Classification Using Ensemble Techniques
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    Chapter 39 A Supervised Band Selection Method for Hyperspectral Images Based on Information Gain Ratio and Clustering
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    Chapter 40 Remote Sensing Image Retrieval via Symmetric Normal Inverse Gaussian Modeling of Nonsubsampled Shearlet Transform Coefficients
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    Chapter 41 Perception Based Navigation for Autonomous Ground Vehicles
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    Chapter 42 Automatic Target Recognition from SAR Images Using Capsule Networks
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    Chapter 43 Hiding Audio in Images: A Deep Learning Approach
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    Chapter 44 Investigating Feature Reduction Strategies for Replay Antispoofing in Voice Biometrics
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    Chapter 45 Seismic Signal Interpretation for Reservoir Facies Classification
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    Chapter 46 Analysis of Speech Source Signals for Detection of Out-of-breath Condition
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    Chapter 47 Segregating Musical Chords for Automatic Music Transcription: A LSTM-RNN Approach
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    Chapter 48 Novel Teager Energy Based Subband Features for Audio Acoustic Scene Detection and Classification
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    Chapter 49 Audio Replay Attack Detection for Speaker Verification System Using Convolutional Neural Networks
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    Chapter 50 Inverse Filtering Based Feature for Analysis of Vowel Nasalization
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    Chapter 51 Iris Recognition by Learning Fragile Bits on Multi-patches using Monogenic Riesz Signals
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    Chapter 52 Shouted and Normal Speech Classification Using 1D CNN
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    Chapter 53 Quantitative Analysis of Cognitive Load Test While Driving in a VR vs Non-VR Environment
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    Chapter 54 Multipath Based Correlation Filter for Visual Object Tracking
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    Chapter 55 Multiple Object Detection in $$360^{\circ }$$ Videos for Robust Tracking
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    Chapter 56 Improving Change Detection Using Centre-Symmetric Local Binary Patterns
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    Chapter 57 A Multi-tier Fusion Strategy for Event Classification in Unconstrained Videos
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    Chapter 58 Visual Object Tracking Using Perceptron Forests and Optical Flow
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    Chapter 59 Fabrication and Physical Characterization of Different Layers of CNT-BioFET for Creatinine Detection
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    Chapter 60 Long Term Drift Observed in ISFET Due to the Penetration of H+ Ions into the Oxide Layer
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    Chapter 61 Modelling and Simulation of a Patch Electrode Multilayered Capacitive Sensor
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    Chapter 62 Systematic Design of Approximate Adder Using Significance Based Gate-Level Pruning (SGLP) for Image Processing Application
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    Chapter 63 Syringe Based Automated Fluid Infusion System for Surface Plasmon Resonance Microfluidic Application
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Title
Pattern Recognition and Machine Intelligence
Published by
Springer International Publishing, January 2019
DOI 10.1007/978-3-030-34872-4
ISBNs
978-3-03-034871-7, 978-3-03-034872-4
Editors

Bhabesh Deka, Pradipta Maji, Sushmita Mitra, Dhruba Kumar Bhattacharyya, Prabin Kumar Bora, Sankar Kumar Pal

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