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Innovations in Computer Science and Engineering

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Cover of 'Innovations in Computer Science and Engineering'

Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 Static and Dynamic Activities Prediction of Human Using Machine and Deep Learning Models
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    Chapter 2 Implementation of Braille Tab
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    Chapter 3 Resized MIMO Antenna for 5G Mobile Antenna Applications
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    Chapter 4 Molecule Four-Port Antenna is Utilizing Detachment Progress of MIMO
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    Chapter 5 IOT-Based Underwater Wireless Communication
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    Chapter 6 Pattern Prediction Using Binary Trees
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    Chapter 7 Fruit Recognition Using Deep Learning
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    Chapter 8 Cross-Domain Variational Capsules for Information Extraction
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    Chapter 9 Automotive Accident Severity Prediction Using Machine Learning
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    Chapter 10 Analysis of Quality of Experience (QoE) in Video Streaming Over Wi-Fi in Real Time
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    Chapter 11 Self Driven UGV for Military Requirements
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    Chapter 12 Vehicular Ant Lion Optimization Algorithm (VALOA) for Urban Traffic Management
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    Chapter 13 Dynamic and Incremental Update of Mined Association Rules Against Changes in Dataset
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    Chapter 14 E-Governance Using Big Data
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    Chapter 15 Implementation of Voice Controlled Hot and Cold Water Dispenser System Using Arduino
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    Chapter 16 Future Smart Home Appliances Using IoT
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    Chapter 17 Multilingual Crawling Strategies for Information Retrieval from BRICS Academic Websites
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    Chapter 18 Missing Phone Activity Detection Using LSTM Classifier
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    Chapter 19 Suvarga: Promoting a Healthy Society
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    Chapter 20 Multi-task Data Driven Modelling Based on Transfer Learned Features in Deep Learning for Biomedical Application
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    Chapter 21 Punjabi Children Speech Recognition System Under Mismatch Conditions Using Discriminative Techniques
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    Chapter 22 Effective Irrigation Management System for Agriculture Using Machine Learning
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    Chapter 23 IoT-Based Smart Irrigation System
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    Chapter 24 A Hybrid Approach for Region-Based Medical Image Compression with Nature-Inspired Optimization Algorithm
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    Chapter 25 Attention Mechanism-Based News Sentiment Analyzer
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    Chapter 26 Interactive Chatbot for COVID-19 Using Cloud and Natural Language Processing
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    Chapter 27 Investigating the Performance of MANET Routing Protocols Under Jamming Attack
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    Chapter 28 Classification of Skin Cancer Lesions Using Deep Neural Networks and Transfer Learning
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    Chapter 29 Security Features in Hadoop—A Survey
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    Chapter 30 Optical Character Recognition and Neural Machine Translation Using Deep Learning Techniques
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    Chapter 31 COVID-19 Touch Project Using Deep Learning and Computer Vision
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    Chapter 32 Flood Relief Rover for Air and Land Deployment (FRRALD)
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    Chapter 33 An Enhanced Differential Evolution Algorithm with Sorted Dual Range Mutation Operator to Solve Key Frame Extraction Problem
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    Chapter 34 Annotation for Object Detection
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    Chapter 35 Development of Self Governed Flashing System in Automotives Using AI Technique
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    Chapter 36 Comparison Between CNN and RNN Techniques for Stress Detection Using Speech
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    Chapter 37 Finding the K th Max Sum Pair in an Array of Distinct Elements Using Search Space Optimization
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    Chapter 38 Dynamic Trade Flow of Selected Commodities Using Entropy Technique
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    Chapter 39 An Automated Bengali Text Summarization Technique Using Lexicon-Based Approach
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    Chapter 40 Location-Based Pomegranate Diseases Prediction Using GPS
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    Chapter 41 Medical Image Enhancement Technique Using Multiresolution Gabor Wavelet Transform
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    Chapter 42 HOMER-Based DES for Techno-Economic Optimization of Grid
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    Chapter 43 Odor and Air Quality Detection and Mapping in a Dynamic Environment
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    Chapter 44 A Comparative Study on the Performance of Bio-inspired Algorithms on Benchmarking and Real-World Optimization Problems
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    Chapter 45 A Study on Optimization of Sparse and Dense Linear System Solver Over GF(2) on GPUs
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    Chapter 46 Intracranial Hemorrhage Detection Using Deep Convolutional Neural Network
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    Chapter 47 A Multi-factor Approach for Cloud Security
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    Chapter 48 An Innovative Authentication Model for the Enhancement of Cloud Security
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    Chapter 49 Substituting Phrases with Idioms: A Sequence-to-Sequence Learning Approach
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    Chapter 50 A Composite Framework for Implementation of ICT Enabled Road Accident Prediction Using Spatial Data Analysis
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    Chapter 51 VISION AID: Scene Recognition Through Caption Generation Using Deep Learning
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    Chapter 52 Effect of Hybrid Multi-Verse with Whale Optimization Algorithm on Optimal Inventory Management in Block Chain Technology with Cloud
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    Chapter 53 Bottleneck Feature Extraction in Punjabi Adult Speech Recognition System
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    Chapter 54 A Study of Machine Learning Algorithms in Speech Recognition and Language Identification System
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    Chapter 55 Plant Leaf Disease Detection and Classification Using Machine Learning Approaches: A Review
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    Chapter 56 Single-Channel Speech Enhancement Based on Signal-to-Residual Selection Criterion
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    Chapter 57 Evolutionary Algorithm for Solving Combinatorial Optimization—A Review
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    Chapter 58 Effect of J48 and LMT Algorithms to Classify Movies in the Web—A Comparative Approach
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    Chapter 59 A System to Create Automated Development Environments Using Docker
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    Chapter 60 Novel Methodologies for Processing Structured Big Data Using Hadoop Framework
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    Chapter 61 Intelligent Cane for Assistant to Blind and Visual Impairment People
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    Chapter 62 A Comprehensive Survey on Attacks and Security Protocols for VANETs
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    Chapter 63 Analysis, Visualization and Prediction of COVID-19 Pandemic Spread Using Machine Learning
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    Chapter 64 Study of Behavioral Changes and Depression Control Mechanism Using IoT and VR
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    Chapter 65 Sentiment Analysis on Hindi–English Code-Mixed Social Media Text
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    Chapter 66 Accident Risk Rating of Streets Using Ensemble Techniques of Machine Learning
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    Chapter 67 Skin Detection Using YCbCr Colour Space for UAV-Based Disaster Management
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    Chapter 68 Lie Detection Using Thermal Imaging Feature Extraction from Periorbital Tissue and Cutaneous Muscle
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    Chapter 69 Voting Classification Method with PCA and K-Means for Diabetic Prediction
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    Chapter 70 Hybrid Model for Heart Disease Prediction Using Random Forest and Logistic Regression
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    Chapter 71 Detection of Android Malware Using Machine Learning Techniques
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    Chapter 72 The Predictive Genetic Algorithm (GA) Load Management Mechanism for Artificial Intelligence System Implementation (AI)
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    Chapter 73 Continuous Recognition of 3D Space Handwriting Using Deep Learning
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    Chapter 74 Automated SQL Grading System
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    Chapter 75 Error Analysis with Customer Retention Data
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    Chapter 76 Prediction Based Task Scheduling for Load Balancing in Cloud Environment
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    Chapter 77 Test Case Generation Using Adequacy-Based Genetic Algorithm
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    Chapter 78 Performance Analysis of $${\varvec{\pi}}$$ π , AL and CT for Consistency Regularization Using Semi-Supervised Learning
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    Chapter 79 An Energy-Efficient PSO-Based Cloud Scheduling Strategy
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    Chapter 80 A Pronoun Replacement-Based Special Tagging System for Bengali Language Processing (BLP)
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    Chapter 81 A High Performance Pipelined Parallel Generative Adversarial Network (PipeGAN)
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    Chapter 82 Electroencephalogram-Based Classification of Brain Disorders Using Artificial Intelligence
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    Chapter 83 Parallel Antlion Optimisation (ALO) and Grasshopper Optimization (GOA) for Travelling Salesman Problem (TSP)
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    Chapter 84 Design and Development of Machine Learning Model for Osteoarthritis Identification
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Title
Innovations in Computer Science and Engineering
Published by
Springer Singapore, February 2021
DOI 10.1007/978-981-33-4543-0
ISBNs
978-9-81-334542-3, 978-9-81-334543-0
Editors

Saini, H. S., Sayal, Rishi, Govardhan, A., Buyya, Rajkumar

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