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Pattern Recognition and Machine Intelligence

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Cover of 'Pattern Recognition and Machine Intelligence'

Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 An Efficient Approach for Findings Document Similarity Using Optimized Word Mover’s Distance
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    Chapter 2 Aggregate Load Forecasting in Residential Smart Grids Using Deep Learning Model
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    Chapter 3 Spot the Bot: Distinguishing Human-Written and Bot-Generated Texts Using Clustering and Information Theory Techniques
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    Chapter 4 Conditioning Covert Geo-Location (CGL) Detection on Semantic Class Information
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    Chapter 5 Search-Time Efficient Device Constraints-Aware Neural Architecture Search
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    Chapter 6 Gödel Number Based Encoding Technique for Effective Clustering
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    Chapter 7 Unsupervised Discovery of Recurring Spoken Terms Using Diagonal Patterns
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    Chapter 8 MuOE: A Multi-task Ordinality Aware Approach Towards Engagement Detection
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    Chapter 9 Handling Small Disjuncts and Class Skew Using Sequential Ellipsoidal Partitioning
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    Chapter 10 Error-Bounded Bimodal Isotropic Remeshing Using Curvature Map and Voronoi Tessellation
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    Chapter 11 Multi-criteria Decision-Making Based Classifier Ensemble by Using Prioritized Aggregation Operator
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    Chapter 12 Federated Optimization with Linear-Time Approximated Hessian Diagonal
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    Chapter 13 Oscillatory Network and Deep Value Network Based Memory Replay Model of Hippocampus
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    Chapter 14 Statistically Matched DWT Based Novel DNN Framework for Visual SLAM
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    Chapter 15 Compression of Large LSTM Networks for Inference on Space Constraint Systems
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    Chapter 16 Deep Adaptive Pix-2-Pix Conditional Generative Adversarial Networks for Semantic Segmentation of Medium Resolution Google Earth Imagery
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    Chapter 17 Fine-Grained Attribute-Object Feature Representation in Compositional Zero-Shot Learning
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    Chapter 18 Precise and Faster Image Description Generation with Limited Resources Using an Improved Hybrid Deep Model
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    Chapter 19 Inverse Reinforcement Learning with Constraint Recovery
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    Chapter 20 Transfer Learning: Kernel-Based Domain Adaptation with Distance-Based Penalization
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    Chapter 21 A Contrastive Learning Approach for Infrared-Visible Image Fusion
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    Chapter 22 A Supervised Approach for Efficient Video Anomaly Detection Using Transfer Learning
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    Chapter 23 Deep Sparse Representation Learning for Multi-class Image Classification
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    Chapter 24 A Novel Graph Representation Learning Approach for Visual Modeling Using Neural Combinatorial Optimization
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    Chapter 25 Explainable Decision Tree-Based Screening of Cognitive Impairment Leveraging Minimal Neuropsychological Tests
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    Chapter 26 Semi-supervised Contrastive Regression for Estimation of Eye Gaze
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    Chapter 27 iBEHAVE: Behaviour Analysis Using Eye Gaze Metrices
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    Chapter 28 EngageDat-vL: A Multimodal Engagement Dataset Comprising of Emotional, Cognitive, and Behavioral Cues in Virtual Learning Environment
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    Chapter 29 iGAME: Cognitive Game Analysis Through Eye Movements of the Player
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    Chapter 30 Cortical Circuits of Context Adaptability: Understanding the Neurobehavioral Mechanisms Underlying Flexible Behavior
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    Chapter 31 Generation of Multi-Layered QR Codes with Efficient Compression
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    Chapter 32 Analysis of Segmented Spectrograms for Human Activity Recognition via Neural Network
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    Chapter 33 Modified Group Delay Features for Emotion Recognition
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    Chapter 34 Formal Concept Analysis for Evaluating Intrinsic Dimension of a Natural Language
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    Chapter 35 User Interest Drift Identification Using Contextual Factors in Implicit Feedback-Based Recommender Systems
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    Chapter 36 Spot the Bot: Coarse-Grained Partition of Semantic Paths for Bots and Humans
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    Chapter 37 Self-supervised Diffusion Model for Anomaly Segmentation in Medical Imaging
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    Chapter 38 Ensemble Methods with [ $$^{18}$$ 18 F]FDG-PET/CT Radiomics in Breast Cancer Response Prediction
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    Chapter 39 3-D Attention-SEV-Net for Segmentation of Post-operative Glioblastoma with Interactive Correction of Over-Segmentation
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    Chapter 40 Local Binary Pattern Induced Optimized CNN for Brain Tumor Diagnosis from MRI Data
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    Chapter 41 iPyrDAE: Image Pyramid-Based Denoising Autoencoder for Infrared Breast Images
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    Chapter 42 Domain Adapted Few-Shot Learning for Breast Histopathological Image Classification
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    Chapter 43 Attention-CNN Model for COVID-19 Diagnosis Using Chest CT Images
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    Chapter 44 Multi-focus Image Fusion Using Reorganized DTT Moments and Sparse Representation
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    Chapter 45 Universal Detection and Source Attribution of Diffusion Model Generated Images with High Generalization and Robustness
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    Chapter 46 Semi-supervised Video Object Segmentation Using Parallel Coattention Network
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    Chapter 47 SoccerKDNet: A Knowledge Distillation Framework for Action Recognition in Soccer Videos
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    Chapter 48 DeFlare-Net: Flare Detection and Removal Network
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    Chapter 49 A Novel Network Architecture for Microplankton Classification in Digital Holographic Images
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    Chapter 50 Generation of Data for Training Retinal Image Segmentation Models
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    Chapter 51 Object Detection with YOLO Model on NAO Humanoid Robot
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    Chapter 52 Scene Estimation for Making Active Decisions
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    Chapter 53 Quantized Disentangled Representations for Object-Centric Visual Tasks
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    Chapter 54 RGB-D Fusion Based on Fuzzy Optimization for Salient Object Detection
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    Chapter 55 AfforDrive: Detection of Drivable Area for Autonomous Vehicles
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    Chapter 56 Revealing the Unseen: A Single-Stage Attention Based Occluded Object Detection Model in Remote Sensing Imagery
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    Chapter 57 A Study of Quantifying the Deviation of Remotely Sensed Objects from Multi-spectral Images
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    Chapter 58 Multi-objective Non-overlapping Front Generation: A Pivot-Based Deterministic Non-dominated Sorting Approach
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    Chapter 59 Elephant Swarm Water Search Algorithm (LESWSA) for Solving Constrained Optimization Problems: A List Based Randomized Approach
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    Chapter 60 Fuzzy Rule-Based Approach Towards Cognitive Load Measurement During Mental Task Using fNIRS
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    Chapter 61 A Grammatical Evolution Based Automated Configuration of an Ensemble Differential Evolution Algorithm
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    Chapter 62 Scalable Centroid Based Fuzzy Min-Max Neural Network Ensemble Classifier Using MapReduce
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    Chapter 63 Membership Adjusted Superpixel Based Fuzzy C-Means for White Blood Cell Segmentation
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    Chapter 64 MSPIS : Multimodal Suspicious Profile Identification System in Online Social Network
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    Chapter 65 Ignore-and-Recalculate Strategy for a Lossless and Low-Cost Secret Image Sharing Scheme
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    Chapter 66 Cyberbully: Aggressive Tweets, Bully and Bully Target Profiling from Multilingual Indian Tweets
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    Chapter 67 Financial Misinformation Detection via RoBERTa and Multi-channel Networks
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    Chapter 68 Quantum Image Teleportation Based on Probabilistic Bit-Encoding Strategy
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    Chapter 69 Annihilation of Image Stegogram Through Deep Texture Extraction Based Sterilization
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    Chapter 70 Heterogeneous Stacked Ensemble Framework for Surface Electromyography Signal Classification
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    Chapter 71 Audio Fingerprinting System to Detect and Match Audio Recordings
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    Chapter 72 Analysis of Speaker Recognition in Blended Emotional Environment Using Deep Learning Approaches
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    Chapter 73 Spatiotemporal Co-occurrence Index Using Spatiotemporal Variability Signals
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    Chapter 74 Noise Robust Whisper Features for Dysarthric Severity-Level Classification
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    Chapter 75 Multilingual Speech Identification Framework (MSIF) A Novel Approach in Language Identification
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    Chapter 76 Spoken Language Identification Using Linear Frequency Residual Cepstral Coefficients
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    Chapter 77 Multi-modal Multi-class Parkinson Disease Classification Using CNN and Decision Level Fusion
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    Chapter 78 Mental Workload Classification with One-Dimensional CNN Using fNIRS Signal
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    Chapter 79 An Effective Centrality-Based Community Detection Approach Using scRNA-Seq Data for Critical Neuro-Degenerative Diseases
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    Chapter 80 Chronologically Arranged Convolutional Gated Recurrent Network for EEG-Based Schizophrenia Detection
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    Chapter 81 A Novel Brain Connectivity-Powered Graph Signal Processing Approach for Automated Detection of Schizophrenia from Electroencephalogram Signals
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    Chapter 82 FVINet: Translating Thermograms to Facial Vasculature Imprints
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    Chapter 83 Enforcement of DNN with LDA-PCA-ELM for PIE Invariant Few-Shot Face Recognition
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    Chapter 84 Identifying a Person in Mask: Fusion of Masked Face and Iris
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    Chapter 85 A PCA-Based Keypoint Tracking Approach to Automated Facial Expressions Encoding
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    Chapter 86 A Clustering-Based Approach for the Extraction of ROI from Fingerprint Images
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    Chapter 87 Encoded Deep Vectors for Eukaryotic Exon Prediction
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    Chapter 88 Quantifying Intratumor Heterogeneity by Key Genes Selected Using Concrete Autoencoder
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    Chapter 89 Identification of Potential Prognostic Biomarkers for ESCC Using Single-Cell RNA Sequencing Data Analysis
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    Chapter 90 Litchi Fruit Instance Segmentation from UAV Sensed Images Using Spatial Attention-Based Deep Learning Model
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    Chapter 91 ccLoopER : Deep Prediction of  C TCF and  c ohesin Mediated Chromatin loop ing Using DNA Transform er Model
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Title
Pattern Recognition and Machine Intelligence
Published by
Springer Nature Switzerland, November 2023
DOI 10.1007/978-3-031-45170-6
ISBNs
978-3-03-145169-0, 978-3-03-145170-6
Editors

Maji, Pradipta, Huang, Tingwen, Pal, Nikhil R., Chaudhury, Santanu, De, Rajat K.

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