Proceedings of the 14th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2022)

Table of Contents

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   Book Overview
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   Chapter 1 Multiple Vehicle Tracking Using Meanshift Algorithm and 8-point Connectivity
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   Chapter 2 Sexism Classification in Social Media Using Machine Learning Algorithms
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   Chapter 3 Adaptable Fog Computing Framework for Healthcare 4.0
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   Chapter 4 Artificial Intelligence for Detecting Prevalence of Indolent Mastocytosis
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   Chapter 5 Solid Waste Management Using Deep Learning
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   Chapter 6 A Multi-stage Deep Model for Crop Variety and Disease Prediction
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   Chapter 7 Arabic Machine Translation Based on the Combination of Word Embedding Techniques
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   Chapter 8 Fused Local Color Pattern (FLCP): A Novel Color Descriptor for Face Recognition
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    Chapter 9 Real-Estate Housing Market Analytics and Prediction Using Big Data for Post Pandemic Era
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    Chapter 10 Design of a Cross Layer Intrusion Detection System for Mobile Ad Hoc Networks to Mitigate Black Hole Attack
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    Chapter 11 A Survey on Ensemble Multi-label Classifiers
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    Chapter 12 Semantic Type Detection in Tabular Data via Machine Learning Using Semi-synthetic Data
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    Chapter 13 Handwritten Character Recognition Using Deep LSTM Approach
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    Chapter 14 Two Phase Ensemble Learning Based Extractive Summarization for Short Documents
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    Chapter 15 Spider Monkey Based K-Means Dynamic Collaborative Filtering for Movie Recommendation Systems
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    Chapter 16 Fuzzy Bi-GRU Based Hybrid Extractive and Abstractive Text Summarization for Long Multi-documents
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    Chapter 17 A Genomic Signal Processing-Based Coronavirus Classification Model Using Deep Learning with Web-Based Console
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    Chapter 18 Study on Drowsiness Detection System Using Deep Learning
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    Chapter 19 Convolutional Neural Networks for Crack Detection on Flexible Road Pavements
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    Chapter 20 Improving the Performance of Classification via Clustering on the Students’ Academic Performance using Stacking Algorithm
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    Chapter 21 Deep Learning and Machine Learning-Based Lung Nodule Detection Systems – An Analysis
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    Chapter 22 Breast Cancer Classification Techniques – An Investigation
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    Chapter 23 A Study on Student Performance Prediction and Intervention Mechanisms in MOOC
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    Chapter 24 Bi-stage QWOA-Based Efficient Feature Selection for Enhanced Depression Detection Based on Facial Cues
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    Chapter 25 Some Cases of Prediction and Inference with Uncertainty
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    Chapter 26 Interpretable Approaches to Predict Evapotranspiration
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    Chapter 27 Deep Convolutional Neural Network Model for Classifying Alzheimer’s Disease
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    Chapter 28 Comparative Hybrid Deep Convolutional Learning Framework with Transfer Learning for Diagnosis of Lung Cancer
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    Chapter 29 Review of Supply Chain Management Operational Resilience, Risk, and Disruption in COVID-19 Pandemic
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    Chapter 30 Ear Images Classification Based on Data Augmentation and ResNeXt50
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    Chapter 31 Machine Learning Approaches for Crop Identification from Remote Sensing Imagery: A Review
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    Chapter 32 An Analysis on Cognitive Radio Adhoc Networks: Categories, Problems, and Solutions
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    Chapter 33 MPAA Rating Prediction Using Script Analysis for Movies Using Ensemble Modeling
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    Chapter 34 Emotion Recognition of Speech
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    Chapter 35 Gender Identification of Silkworm Pupa and Automated Cocoon Cutting Machine for Benefiting the Sericulture Grainages in Karnataka
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    Chapter 36 Automated Alzheimer’s Disease Classification from Brain MRI Scans Using ConvNeXt and Ensemble of Machine Learning Classifiers
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    Chapter 37 Deep Ensemble Architectures for Skin Lesion Detection
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    Chapter 38 Feature Selection Algorithms: A Comparative Study
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    Chapter 39 A Detailed Review on Reversible Data Hiding and Its Applications
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    Chapter 40 A Piano Tune Generation Model Using Deep Learning
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    Chapter 41 Retinal OCT Image Classification Based on CNN and Transfer Learning
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    Chapter 42 Brain Tumor Classification Based on GAN and Semi-supervised Approach
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    Chapter 43 Content Based Fashion Image Retrieval Based on Recent Advances Deep Learning Approaches
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    Chapter 44 Features Extraction Based on Sota Models for Medicinal Plant Images Recognition
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    Chapter 45 A Blockchain Based Decentralized Certificate Management System Using Hyperledger Fabric
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    Chapter 46 Object Detection: Literature Review
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    Chapter 47 Machine Learning Techniques for the Diagnosis of Disc Disorders: Comparative Analysis
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    Chapter 48 Machine Learning Based Software Effort Estimation of Suggestive Agile and Scrumban Methodologies
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    Chapter 49 Cost-Effective Water Pumps Applied for Biliary Surgery
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    Chapter 50 Classification of Brand Images Using Convolutional Neural Networks
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    Chapter 51 Polynomial-Based Secret Audio Sharing Scheme with Smaller Share Dimensions and Authentication
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    Chapter 52 Rat Swarm Optimizer (RSO): A Novel Swarm Intelligence-Based Optimization Algorithm for Tackling Difficult Optimization Problems
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    Chapter 53 SWLMIS: A Smart Farming with IoT
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    Chapter 54 Smart Riding with IoT Helmet: A Step Towards Road Safety
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    Chapter 55 Assessing Bicep Curl Exercises by Human Pose Application: A Preliminary Study
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    Chapter 56 Fused Local Pattern (FLP): A Novel Local Descriptor in Pose Variations
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    Chapter 57 SMS Phishing Dataset for Machine Learning and Pattern Recognition
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    Chapter 58 Comprehensive Potentiality Maximization to Improve and Interpret Multi-Layered Neural Networks
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    Chapter 59 An Effective Logistics Network Design Using Donkey-Smugglers Optimization (DSO) Algorithm
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    Chapter 60 A Review of Deep Learning Methods in Cervical Cancer Detection
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    Chapter 61 A Weighted Fuzzy Approach for Choosing Lean Manufacturing Tools Based on Their Effects on Sustainability
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    Chapter 62 Bidirectional LSTM and NLP Based Sentiment Analysis of Tweets
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    Chapter 63 Red Blood Cells Classification with Sharpening Segmentation and Mask R-CNN
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    Chapter 64 A Machine Learning Approach to Image Inpainting
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    Chapter 65 Binary Whale Optimization Algorithm with Logarithmic Decreasing Time-Varying Modified Sigmoid Transfer Function for Descriptor Selection Problem
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    Chapter 66 A Hybrid Deep Learning Network for Skin Lesion Extraction
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    Chapter 67 A Novel Framework for Multi-objective Optimization Problems
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    Chapter 68 AI Enabled Chat Bot for COVID’19
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    Chapter 69 Brain Computer Interface (BCI) Technology: A Neurological Restoration
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    Chapter 70 Self-repair Embryonic Architecture with GA Evolved Configuration Data
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    Chapter 71 From Data to Model: Evolutionary Learning with Generative Neural Systems
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    Chapter 72 Morphognostic Honey Bees Communicating Nectar Location Through Dance Movements
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    Chapter 73 Prediction of Cement Compressive Strength Using Multi-scale Microstructural Images
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    Chapter 74 A Two-Way Integrated Communication System for the Deaf and Mute
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    Chapter 75 Self-organized Aggregation in Group of Robots with OpenAI-ES
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    Chapter 76 Multi-agent Smart Parking System with Dynamic Pricing
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    Chapter 77 Deep Learning Applied to ERP in the Search for Spatial Intelligence Signatures
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    Chapter 78 Model-Free Neural Fault-Tolerant Control for Discrete-Time Unknown Nonlinear Systems
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    Chapter 79 Adaptive Synapse Adjustment and Decoding in Action-Prediction Cortical Learning Algorithm
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    Chapter 80 Slime Mould Algorithm for Solving Ambulance Dispatching Problem
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    Chapter 81 Re-visiting Reservoir Computing Architectures Optimized by Evolutionary Algorithms
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    Chapter 82 Activity Recognition in Missing Data Scenario Using MICE Algorithm
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    Chapter 83 Multi-objective Harris Hawks Optimization for Optimal Emergency Vehicle Dispatching During a Pandemic
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    Chapter 84 Framework for Object Recognition and Detection for Blind Users Using Deep Learning
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    Chapter 85 Swasth: An Inverse Cooking Recipe Generation from Food Images
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    Chapter 86 Melanoma Cancer Detection Using Quaternion Valued Neural Network
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    Chapter 87 DTagRecPLS: Diversification of Tag Recommendation for Videos Using Preferential Learning and Differential Semantics
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    Chapter 88 SIMWIR: A Semantically Inclined Model for Annotations Based Web Image Recommendation Encompassing Integrative Intelligence