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Advances in Data-Driven Computing and Intelligent Systems

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Cover of 'Advances in Data-Driven Computing and Intelligent Systems'

Table of Contents

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    Book Overview
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    Chapter 1 Adaptive Volterra Noise Cancellation Using Equilibrium Optimizer Algorithm
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    Chapter 2 SHLPM: Sentiment Analysis on Code-Mixed Data Using Summation of Hidden Layers of Pre-trained Model
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    Chapter 3 Comprehensive Analysis of Online Social Network Frauds
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    Chapter 4 Electric Vehicle Control Scheme for V2G and G2V Mode of Operation Using PI/Fuzzy-Based Controller
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    Chapter 5 Experimental Analysis of Skip Connections for SAR Image Denoising
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    Chapter 6 A Proficient and Economical Approach for IoT-Based Smart Doorbell System
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    Chapter 7 Predicting Word Importance Using a Support Vector Regression Model for Multi-document Text Summarization
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    Chapter 8 A Comprehensive Survey on Deep Learning-Based Pulmonary Nodule Identification on CT Images
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    Chapter 9 Comparative Study on Various CNNs for Classification and Identification of Biotic Stress of Paddy Leaf
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    Chapter 10 Studies on Machine Learning Techniques for Multivariate Forecasting of Delhi Air Quality Index
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    Chapter 11 Fine-Grained Voice Discrimination for Low-Resource Datasets Using Scalogram Images
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    Chapter 12 Sign Language Recognition for Indian Sign Language
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    Chapter 13 Buffering Performance of Optical Packet Switch Consisting of Hybrid Buffer
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    Chapter 14 Load Balancing using Probability Distribution in Software Defined Network
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    Chapter 15 COVID Prediction Using Different Modality of Medical Imaging
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    Chapter 16 Optimizing Super-Resolution Generative Adversarial Networks
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    Chapter 17 Prediction of Hydrodynamic Coefficients of Stratified Porous Structure Using Artificial Neural Network (ANN)
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    Chapter 18 Performance Analysis of Machine Learning Algorithms for Landslide Prediction
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    Chapter 19 Brain Hemorrhage Classification Using Leaky ReLU-Based Transfer Learning Approach
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    Chapter 20 Factors Affecting Learning the First Programming Language of University Students
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    Chapter 21 Nature-Inspired Hybrid Virtual Machine Placement Approach in Cloud
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    Chapter 22 Segmented $$\varepsilon $$ -Greedy for Solving a Redesigned Multi-arm Bandit Environment
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    Chapter 23 Data-Based Time Series Modelling of Industrial Grinding Circuits
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    Chapter 24 Computational Models for Prognosis of Medication for Cardiovascular Diseases
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    Chapter 25 Develop a Marathi Lemmatizer for Common Nouns and Simple Tenses of Verbs
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    Chapter 26 Machine Learning Approach in Prediction of Asthmatic Attacks and Analysis
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    Chapter 27 Efficient Fir Filter Based on Improved Booth Multiplier and Spanning Tree Adder
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    Chapter 28 Survey on Natural Language Interfaces to Databases
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    Chapter 29 A Multiple Linear Regression-Based Model for Determining State-Wise Pregnancy Care Status for Urban and Rural Areas
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    Chapter 30 Performance Evaluation of Yoga Pose Classification Model Based on Maximum and Minimum Feature Extraction
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    Chapter 31 On Regenerative and Discriminative Learning from Digital Heritages: A Fractal Dimension Based Approach
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    Chapter 32 Identifying Vital Features for the Estimation of Fish Toxicity Lethal Concentration
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    Chapter 33 High-Impedance Fault Localization Analysis Employing a Wavelet-Fuzzy Logic Approach
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    Chapter 34 A Conceptual Framework of Generalizable Automatic Speaker Recognition System Under Varying Speech Conditions
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    Chapter 35 A Review for Detecting Keratoconus Using Different Techniques
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    Chapter 36 An Efficient ECG Signal Compression Approach with Arrhythmia Detection
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    Chapter 37 A Chronological Survey of Vehicle License Plate Detection, Recognition, and Restoration
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    Chapter 38 Correlation-Based Data Fusion Model for Data Minimization and Event Detection in Periodic WSN
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    Chapter 39 Short-term Load Forecasting: A Recurrent Dynamic Neural Network Approach Using NARX
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    Chapter 40 Performance Estimation of the Tunnel Boring Machine in the Deccan Traps of India Using ANN and Statistical Approach
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    Chapter 41 Abnormality Detection in Breast Thermograms Using Modern Feature Extraction Technique
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    Chapter 42 Anomaly Detection Using Machine Learning Techniques: A Systematic Review
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    Chapter 43 A Comparative Analysis on Computational and Security Aspects in IoT Domain
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    Chapter 44 Attack Detection in SDN Using RNN
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    Chapter 45 Vehicle Detection in Indian Traffic Using an Anchor-Free Object Detector
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    Chapter 46 GuardianOpt: Energy Efficient with Secure and Optimized Path Election Protocol in MANETs
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    Chapter 47 Texture Metric-Driven Brain Tumor Detection Using CAD System
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    Chapter 48 Comparative Analysis of Current Sense Amplifier Architectures for SRAM at 45 nm Technology Node
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    Chapter 49 Iterative Dichotomiser 3 (ID3) for Detecting Firmware Attacks on Gadgets (ID3-DFA)
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    Chapter 50 Comparative Performance Analysis of Heuristics with Bicriterion Optimization for Flow Shop Scheduling
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    Chapter 51 Burrows–Wheeler Transform for Enhancement of Lossless Document Image Compression Algorithms
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    Chapter 52 Building a Product Recommender System Using Knowledge Graph Embedding and Graph Completion
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    Chapter 53 A Survey on Risks Involved in Wearable Devices
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    Chapter 54 A Systematic Comparative Study of Handwritten Digit Recognition Techniques Based on CNN and Other Deep Networks
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    Chapter 55 Estimating the Tensile Strength of Strain-Hardening Fiber-Reinforced Concrete Using Artificial Neural Network
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    Chapter 56 Change Detection Using Multispectral Images for Agricultural Application
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    Chapter 57 Detection of Bicep Form Using Myoware and Machine Learning
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    Chapter 58 Improved Adaptive Multi-resolution Algorithm for Fast Simulation of Power Electronic Converters
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    Chapter 59 Fast and Accurate K-means Clustering Based on Density Peaks
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    Chapter 60 Improving Accuracy of Recommendation Systems with Deep Learning Models
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    Chapter 61 Calibration of Optimal Trigonometric Probability for Asynchronous Differential Evolution
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    Chapter 62 Person Monitoring by Full Body Tracking in Uniform Crowd Environment
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    Chapter 63 Malicious Web Robots Detection Based on Deep Learning
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    Chapter 64 A Secured MANET Using Trust Embedded AODV for Optimised Routing Against Black-Hole Attacks
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    Chapter 65 Recognition of Offline Handwritten Gujarati Consonants Having Loop Feature Using GHCIRS
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    Chapter 66 User-Centric Adaptive Clustering Approach to Address Long-Tail Problem in Music Recommendation System
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Title
Advances in Data-Driven Computing and Intelligent Systems
Published by
Springer Nature Singapore, August 2023
DOI 10.1007/978-981-99-3250-4
ISBNs
978-9-81-993249-8, 978-9-81-993250-4
Editors

Das, Swagatam, Saha, Snehanshu, Coello Coello, Carlos A., Bansal, Jagdish Chand

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