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Inventive Computation and Information Technologies

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Cover of 'Inventive Computation and Information Technologies'

Table of Contents

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    Book Overview
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    Chapter 1 A Heuristic Algorithm for Deadline-Based Resource Allocation in Cloud Using Modified Fish Swarm Algorithm
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    Chapter 2 Dynamic Congestion Control Routing Algorithm for Energy Harvesting in MANET
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    Chapter 3 Predictable Mobility-Based Routing Protocol in Wireless Sensor Network
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    Chapter 4 Novel Exponential Particle Swarm Optimization Technique for Economic Load Dispatch
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    Chapter 5 Risk Index-Based Ventilator Prediction System for COVID-19 Infection
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    Chapter 6 IoT-Based Smart Door Lock with Sanitizing System
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    Chapter 7 Aspect-Based Sentiment Analysis in Hindi: Comparison of Machine/Deep Learning Algorithms
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    Chapter 8 Application of Whale Optimization Algorithm in DDOS Attack Detection and Feature Reduction
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    Chapter 9 Social Media Data Analysis: Twitter Sentimental Analysis on Kerala Floods Using R Language
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    Chapter 10 Intrusion Detection Using Deep Learning
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    Chapter 11 Secure Trust-Based Group Key Generation Algorithm for Heterogeneous Mobile Wireless Sensor Networks
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    Chapter 12 A Study on Machine Learning Methods Used for Team Formation and Winner Prediction in Cricket
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    Chapter 13 Machine Learning-Based Intrusion Detection System with Recursive Feature Elimination
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    Chapter 14 An Optical Character Recognition Technique for Devanagari Script Using Convolutional Neural Network and Unicode Encoding
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    Chapter 15 A Machine Learning-Based Multi-feature Extraction Method for Leather Defect Classification
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    Chapter 16 Multiple Sclerosis Disorder Detection Through Faster Region-Based Convolutional Neural Networks
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    Chapter 17 Retaining Named Entities for Headline Generation
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    Chapter 18 Information Hiding Using Quantum Image Processing State of Art Review
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    Chapter 19 Smart On-board Vehicle-to-Vehicle Interaction Using Visible Light Communication for Enhancing Safety Driving
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    Chapter 20 A Novel Machine Learning Based Analytical Technique for Detection and Diagnosis of Cancer from Medical Data
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    Chapter 21 Instrument Cluster Design for an Electric Vehicle Based on CAN Communication
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    Chapter 22 Ant Colony Optimization: A Review of Literature and Application in Feature Selection
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    Chapter 23 Hand Gesture Recognition Under Multi-view Cameras Using Local Image Descriptors
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    Chapter 24 Custom IP Design for Fault-Tolerant Digital Filters for High-Speed Imaging Devices
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    Chapter 25 A Novel Focused Crawler with Anti-spamming Approach & Fast Query Retrieval
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    Chapter 26 A Systematic Review of Log-Based Cloud Forensics
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    Chapter 27 Performance Analysis of K-ELM Classifiers with the State-of-Art Classifiers for Human Action Recognition
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    Chapter 28 Singular Value Decomposition-Based High-Resolution Channel Estimation Scheme for mmWave Massive MIMO with Hybrid Precoding for 5G Applications
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    Chapter 29 Responsible Data Sharing in the Digital Economy: Big Data Governance Adoption in Bancassurance
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    Chapter 30 A Contextual Model for Information Extraction in Resume Analytics Using NLP’s Spacy
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    Chapter 31 Pediatric Bone Age Detection Using Capsule Network
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    Chapter 32 Design High-Frequency and Low-Power 2-D DWT Based on 9/7 and 5/3 Coefficient Using Complex Multiplier
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    Chapter 33 Fuzzy Expert System-Based Node Trust Estimation in Wireless Sensor Networks
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    Chapter 34 Artificial Neural Network-Based ECG Signal Classification and the Cardiac Arrhythmia Identification
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    Chapter 35 CDS-Based Routing in MANET Using Q Learning with Extended Episodic Length
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    Chapter 36 A Graphical User Interface Based Heart Rate Monitoring Process and Detection of PQRST Peaks from ECG Signal
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    Chapter 37 Performance Analysis of Self Adaptive Equalizers Using Nature Inspired Algorithm
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    Chapter 38 Obstacle-Aware Radio Propagation and Environmental Model for Hybrid Vehicular Ad hoc Network
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    Chapter 39 Decision Making Among Online Product in E-Commerce Websites
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    Chapter 40 A Descriptive Analysis of Data Preservation Concern and Objections in IoT-Enabled E-Health Applications
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    Chapter 41 Applying Deep Learning Approach for Wheat Rust Disease Detection Using MosNet Classification Technique
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    Chapter 42 A Decision Support Tool to Select Candidate Business Processes in Robotic Process Automation (RPA): An Empirical Study
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    Chapter 43 Feature-Wise Opinion Summarization of Consumer Reviews Using Domain Ontology
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    Chapter 44 Machine Learning-Based Approach for Opinion Mining and Sentiment Polarity Estimation
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    Chapter 45 Early Detection of Diabetes by Iris Image Analysis
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    Chapter 46 A Novel Palmprint Cancelable Scheme Based on Orthogonal IOM
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    Chapter 47 Shape-Adaptive RBF Neural Network for Model-Based Nonlinear Controlling Applications
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    Chapter 48 Electricity Load Forecasting Using Optimized Artificial Neural Network
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    Chapter 49 Object Detection in Surveillance Using Deep Learning Methods: A Comparative Analysis
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    Chapter 50 MaSMT4: The AGR Organizational Model-Based Multi-Agent System Development Framework for Machine Translation
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    Chapter 51 Comparative Study of Optimized and Robust Fuzzy Controllers for Real Time Process Control
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    Chapter 52 Ant Colony Optimization-Based Solution for Finding Trustworthy Nodes in a Mobile Ad Hoc Network
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    Chapter 53 Software Development for the Prototype of the Electrical Impedance Tomography Module in C++
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    Chapter 54 Information Communication Enabled Technology for the Welfare of Agriculture and Farmer’s Livelihoods Ecosystem in Keonjhar District of Odisha as a Review
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    Chapter 55 CHAIN: A Naive Approach of Data Analysis to Enhance Market Power
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    Chapter 56 Behavioural Scoring Based on Social Activity and Financial Analytics
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    Chapter 57 An Optimized Method for Segmentation and Classification of Apple Leaf Diseases Based on Machine Learning
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    Chapter 58 A Thorough Analysis of Machine Learning and Deep Learning Methods for Crime Data Analysis
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    Chapter 59 Improved Density-Based Learning to Cluster for User Web Log in Data Mining
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    Chapter 60 Spatiotemporal Particle Swarm Optimization with Incremental Deep Learning-Based Salient Multiple Object Detection
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    Chapter 61 Election Tweets Prediction Using Enhanced Cart and Random Forest
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    Chapter 62 Flexible Language-Agnostic Framework To Emit Informative Compile-Time Error Messages
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    Chapter 63 Enhancing Multi-factor User Authentication for Electronic Payments
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    Chapter 64 Comparative Analysis of Machine Learning Algorithms for Phishing Website Detection
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    Chapter 65 Toxic Comment Classification Implementing CNN Combining Word Embedding Technique
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    Chapter 66 A Comprehensive Investigation About Video Synopsis Methodology and Research Challenges
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    Chapter 67 Effective Multimodal Opinion Mining Framework Using Ensemble Learning Technique for Disease Risk Prediction
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    Chapter 68 Vertical Fragmentation of High-Dimensional Data Using Feature Selection
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    Chapter 69 Extrapolation of Futuristic Application of Robotics: A Review
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    Chapter 70 AI-Based Digital Marketing Strategies—A Review
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    Chapter 71 NoRegINT—A Tool for Performing OSINT and Analysis from Social Media
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    Chapter 72 Correction to: Effective Multimodal Opinion Mining Framework Using Ensemble Learning Technique for Disease Risk Prediction
Overall attention for this book and its chapters
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Title
Inventive Computation and Information Technologies
Published by
Springer Singapore, February 2021
DOI 10.1007/978-981-33-4305-4
ISBNs
978-9-81-334304-7, 978-9-81-334305-4
Editors

Smys, S., Balas, Valentina Emilia, Kamel, Khaled A., Lafata, Pavel

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