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Advances in Artificial Intelligence and Data Engineering

Overview of attention for book
Advances in Artificial Intelligence and Data Engineering
Springer Singapore

Table of Contents

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    Book Overview
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    Chapter 1 NLP-Driven Ensemble-Based Automatic Subtitle Generation and Semantic Video Summarization Technique
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    Chapter 2 A Generalized Model for Cardiovascular Disease Classification Using Machine Learning Techniques
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    Chapter 3 Classification of Road Accidents Using SVM and KNN
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    Chapter 4 A Deep Convolutional Encoder-Decoder Architecture Approach for Sheep Weight Estimation
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    Chapter 5 Supervised Machine Learning Model for Accent Recognition in English Speech Using Sequential MFCC Features
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    Chapter 6 A Two-Level Approach to Color Space-Based Image Segmentation Using Genetic Algorithm and Feed-Forward Neural Network
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    Chapter 7 Braille Cell Segmentation and Removal of Unwanted Dots Using Canny Edge Detector
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    Chapter 8 Real-Time Detection of Distracted Drivers Using a Deep Neural Network and Multi-threading
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    Chapter 9 Analysing the Practicality of Drawing Inferences in Automation of Commonsense Reasoning
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    Chapter 10 Segmentation and Detection of Glioma Using Deep Learning
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    Chapter 11 Character Recognition of Tulu Script Using Convolutional Neural Network
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    Chapter 12 Exploring the Performance of EEG Signal Classifiers for Alcoholism
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    Chapter 13 Type-2 Tetradecagonal Fuzzy Number
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    Chapter 14 Critical Path Problem Through Intuitionistic Triskaidecagonal Fuzzy Number Using Two Different Algorithms
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    Chapter 15 Genetic-Neuro-Fuzzy Controller for Indirect Vector-Controlled Induction Motor Drive
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    Chapter 16 Artificial Intelligence-Based Chatbot Framework with Authentication, Authorization, and Payment Features
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    Chapter 17 Disease Recognition in Sugarcane Crop Using Deep Learning
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    Chapter 18 Deep Learning-Based Car Damage Classification and Detection
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    Chapter 19 Sparse Reflectance Map-Based Fabric Characterization
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    Chapter 20 A Risk Assessment Model for Patients Suffering from Coronary Heart Disease Using a Novel Feature Selection Algorithm and Learning Classifiers
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    Chapter 21 Toward Artificial Social Intelligence: A Semi-supervised, Split Decoder Approach to EQ in a Conversational Agent
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    Chapter 22 Matrix Factorization for Recommendation System
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    Chapter 23 A Reinforcement Learning Approach to Inventory Management
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    Chapter 24 Human Resource Working Prediction Based on Logistic Regression
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    Chapter 25 Kansei Knowledge-Based Human-Centric Digital Interface Design Using BP Neural Network
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    Chapter 26 DST-ML-EkNN: Data Space Transformation with Metric Learning and Elite k-Nearest Neighbor Cluster Formation for Classification of Imbalanced Datasets
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    Chapter 27 Classification Study and Prediction of Cervical Cancer
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    Chapter 28 English Transliteration of Kannada Words with Anusvara and Visarga
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    Chapter 29 An Ensembled Scale-Space Model of Deep Convolutional Neural Networks for Sign Language Recognition
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    Chapter 30 A Survey on Deep Learning-Based Automatic Text Summarization Models
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    Chapter 31 Automatic Multi-disease Diagnosis and Prescription System Using Bayesian Network Approach for Clinical Decision Making
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    Chapter 32 Artificial Intelligence Techniques for Predicting Type 2 Diabetes
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    Chapter 33 Predictive Analysis of Malignant Disease in Woman Using Machine Learning Techniques
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    Chapter 34 Study on Automatic Speech Therapy System for Patients
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    Chapter 35 The Design of Multiuser BGN Encryption with Customized Multiple Pollard’s Lambda Search Instances to Solve ECDLP in Finite Time
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    Chapter 36 Internet Addiction Predictor: Applying Machine Learning in Psychology
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    Chapter 37 An Approach Toward Stateless Chatbots with the Benefit of Tensorflow Over Spacy Pipeline
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    Chapter 38 Enhanced Processing of Input Data in Clustering Techniques of Data Mining Algorithms
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    Chapter 39 A Comparative Analysis of MFIs in India Using ANOVA and Logistic Regression Model
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    Chapter 40 Practical Analysis of Representative Models in Classifier: A Review
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    Chapter 41 Exponential Cipher Based on Residue Number System and Its Application to Image Security
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    Chapter 42 Using Machine Learning and Data Analytics for Predicting Onset of Cardiovascular Diseases—An Analysis of Current State of Art
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    Chapter 43 Analysis of the Nearest Neighbor Classifiers: A Review
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    Chapter 44 Analysis of Automated Log Template Generation Methodologies
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    Chapter 45 Fraud Detection in Online Transactions Using Machine Learning Approaches—A Review
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    Chapter 46 Encryption and Decryption for Network Security Using Reverse Context-Free Grammar Productions
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    Chapter 47 A Survey on State-of-the-Art Applications of Variable Length Chromosome (VLC) Based GA
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    Chapter 48 A Multi-level Access Technique for Privacy-Preserving Perturbation in Association Rule Mining
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    Chapter 49 LSB and RLE Based Approach for Increasing Payload and Security of Stego Images
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    Chapter 50 Adaptive MoD Chatbot: Toward Providing Contextual Corporate Summarized Document as Suggestions and Reported Issue Ticket Routing
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    Chapter 51 Classification of Text Documents
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    Chapter 52 Fine-Grained Sentiment Rating of Online Reviews with Deep-RNN
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    Chapter 53 Analysis of Strategic Market Management in Light of Stochastic Processes, Recurrence Relation, Abelian Group and Expectation
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    Chapter 54 Peer-to-Peer Distributed Storage Using InterPlanetary File System
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    Chapter 55 Knowledge Base Representation of Emails Using Ontology for Spam Filtering
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    Chapter 56 Clinical Significance of Measles and Its Prediction Using Data Mining Techniques: A Systematic Review
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    Chapter 57 A Survey on Graphical Authentication System Resisting Shoulder Surfing Attack
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    Chapter 58 Analysis of Stock Market Fluctuations Incidental to Internet Trends
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    Chapter 59 Pseudo Random Number Generation Based on Genetic Algorithm Application
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    Chapter 60 Analysis of an Enhanced Dual RSA Algorithm Using Pell’s Equation to Hide Public Key Exponent and a Fake Modulus to Avoid Factorization Attack
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    Chapter 61 A New Approach on Advanced Encryption Standards to Improve the Secrecy and Speed Using Nonlinear Output Feedback Mode
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    Chapter 62 Cyber-Bullying Detection: A Comparative Analysis of Twitter Data
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    Chapter 63 An Optimal Wavelet Detailed-Coefficient Determination Using Time-Series Clustering
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    Chapter 64 A Novel Data Hiding Technique with High Imperceptibility Using a 3-Input Majority Function and an Optimal Pixel Adjustment
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    Chapter 65 Designing and Testing of Data Acquisition System for Satellite Using MIL-STD-1553
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    Chapter 66 Optimizing People Sourcing Through Semantic Matching of Job Description Documents and Candidate Profile Using Improved Topic Modelling Techniques
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    Chapter 67 Mining Associations Rules Between Attribute Value Clusters
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    Chapter 68 Machine Learning Approach to Stock Prediction and Analysis
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    Chapter 69 A Novel Approach for Error Analysis in Classified Big Data in Health Care
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    Chapter 70 Multi-join Query Optimization Using Modified ACO with GA
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    Chapter 71 The Impact of Distance Measures in K-Means Clustering Algorithm for Natural Color Images
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    Chapter 72 Designing an Adaptive Question Bank and Question Paper Generation Management System
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    Chapter 73 Securing Media Information Using Hybrid Transposition Using Fisher Yates Algorithm and RSA Public Key Algorithm Using Pell’s Cubic Equation
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    Chapter 74 Analysis of Tuberculosis Disease Using Association Rule Mining
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    Chapter 75 Scalable Two-Phase Top-Down Specification for Big Data Anonymization Using Apache Pig
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    Chapter 76 Segmentation of Lip Print Images Using Clustering and Thresholding Techniques
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    Chapter 77 Filtering-Based Text Sentiment Analysis for Twitter Dataset
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    Chapter 78 A Comparative Analysis of Clustering Quality Based on Internal Validation Indices for Dimensionally Reduced Social Media Data
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    Chapter 79 Anomaly Detection for Big Data Using Efficient Techniques: A Review
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    Chapter 80 Data Science and Internet of Things for Enhanced Retail Experience
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    Chapter 81 An Experimental Study on the Effect of Noise in CCITT Group 4 Compressed Document Images
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    Chapter 82 A Neck-Floor Distance Analysis-Based Fall Detection System Using Deep Camera
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    Chapter 83 An Introduction to Sparse Sampling on Audio Signal by Exploring Different Basis Matrices
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    Chapter 84 Retrieval of Facial Sketches Using Linguistic Descriptors: An Approach Based on Hierarchical Classification of Facial Attributes
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    Chapter 85 Simplified SVD Feature Construction in Multiangle Images to Identify Plant Varieties and Weed Infestation
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    Chapter 86 Old Handwritten Music Symbol Recognition Using Radon and Discrete Wavelet Transform
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    Chapter 87 Gender Recognition from Face Images Using SIFT Descriptors and Trainable Features
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    Chapter 88 Multiscale Anisotropic Morlet Wavelet for Texture Classification of Interstitial Lung Diseases
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    Chapter 89 A Review of Intelligent Smartphone-Based Object Detection Techniques for Visually Impaired People
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    Chapter 90 Stereo Vision-Based Depth Estimation
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    Chapter 91 A Dynamic Programming Algorithm for Energy-Aware Routing of Delivery Drones
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    Chapter 92 Qualitative Approach of Empirical Mode Decomposition-Based Texture Analysis for Assessing and Classifying the Severity of Alzheimer’s Disease in Brain MRI Images
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    Chapter 93 Facial Image Indexing Using Locally Extracted Sparse Vectors
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    Chapter 94 Smart Agro-Ecological Zoning for Crop Suggestion and Prediction Using Machine Learning: An Comprehensive Review
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    Chapter 95 Preparedness in the Aftermath of a Natural Disaster Using Multihop Ad hoc Networks—Drone-Based Approach
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    Chapter 96 An IoT-Based Congestion Control Framework for Intelligent Traffic Management System
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    Chapter 97 Link Prediction on Social Attribute Network Using Lévy Flight Firefly Optimization
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    Chapter 98 Secure and Energy-Efficient Data Transmission
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    Chapter 99 A Non-cooperative Game Theoretic Approach for Resource Allocation in D2D Communication
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    Chapter 100 IoT-Based Nursery Management System
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    Chapter 101 Shortest Path Discovery for Area Coverage (SPDAC) Using Prediction-Based Clustering in WSN
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    Chapter 102 Smart Mirror Using Raspberry Pi for Intrusion Detection and Human Monitoring
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    Chapter 103 A Home Security Camera System Based on Cloud and SNS
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    Chapter 104 Design, Calibration, and Experimental Study of Low-Cost Resistivity-Based Soil Moisture Sensor for Detecting Moisture at Different Depths of a Soil
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    Chapter 105 An IoT-Based Predictive Analytics for Estimation of Rainfall for Irrigation
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    Chapter 106 Smart Watering System Using MQTT Protocol in IoT
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    Chapter 107 Internet of Things (IoT) Enabling Technologies and Applications—A Study
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    Chapter 108 Evaluation of Standard Models of Content Placement in Cloud-Based Content Delivery Network
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    Chapter 109 IoT-Based Data Storage for Cloud Computing Applications
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    Chapter 110 IoT-Based Heart Rate Monitoring System
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Title
Advances in Artificial Intelligence and Data Engineering
Published by
Springer Singapore, January 2021
DOI 10.1007/978-981-15-3514-7
ISBNs
978-9-81-153513-0, 978-9-81-153514-7
Editors

Niranjan N. Chiplunkar, Takanori Fukao

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