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Advances in Machine Learning and Computational Intelligence

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Table of Contents

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    Book Overview
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    Chapter 1 Intrusion Detection Using a Hybrid Sequential Model
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    Chapter 2 Simulation and Analysis of the PV Arrays Connected to Buck–Boost Converters Using MPPT Technique by Implementing Incremental Conductance Algorithm and Integral Controller
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    Chapter 3 A New Congestion Control Algorithm for SCTP
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    Chapter 4 RGNet: The Novel Framework to Model Linked ResearchGate Information into Network Using Hierarchical Data Rendering
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    Chapter 5 A New Approach for Momentum Particle Swarm Optimization
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    Chapter 6 Neural Networks Modeling Based on Recent Global Optimization Techniques
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    Chapter 7 Network Intrusion Detection Model Using One-Class Support Vector Machine
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    Chapter 8 Query Performance Analysis Tool for Distributed Systems
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    Chapter 9 A Robust Multiple Moving Vehicle Tracking for Intelligent Transportation System
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    Chapter 10 Bug Priority Assessment in Cross-Project Context Using Entropy-Based Measure
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    Chapter 11 Internet of Things Security Using Machine Learning
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    Chapter 12 Churn Prediction and Retention in Banking, Telecom and IT Sectors Using Machine Learning Techniques
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    Chapter 13 Reinforcement Learning-Based Resource Allocation for Adaptive Transmission and Retransmission Scheme for URLLC in 5G
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    Chapter 14 Deep Learning-Based Ship Detection in Remote Sensing Imagery Using TensorFlow
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    Chapter 15 Modern Approach for Loan Sanctioning in Banks Using Machine Learning
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    Chapter 16 Machine Learning for Customer Segmentation Through Bibliometric Approach
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    Chapter 17 Online Hostel Management System Using Hybridized Techniques of Random Forest Algorithm and Long Short-Term Memory
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    Chapter 18 Improving Accuracy of Software Estimation Using Stacking Ensemble Method
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    Chapter 19 EEG-Based Automated Detection of Schizophrenia Using Long Short-Term Memory (LSTM) Network
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    Chapter 20 Prediction of University Examination Results with Machine Learning Approach
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    Chapter 21 Surveillance System to Provide Secured Gait Signatures in Multi-view Variations Using Deep Learning
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    Chapter 22 Usage of Multilingual Indexing for Retrieving the Information in Multiple Language
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    Chapter 23 Using Bootstrap Aggregating Equipped with SVM and T-SNE Classifiers for Cryptography
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    Chapter 24 Application of Apriori Algorithm on Examination Scores
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    Chapter 25 Small Embed Cross-validated JPEG Steganalysis in Spatial and Transform Domain Using SVM
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    Chapter 26 Performance Analysis of Fruits Classification System Using Deep Learning Techniques
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    Chapter 27 Early Detection of Locust Swarms Using Deep Learning
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    Chapter 28 Prediction of lncRNA-Cancer Association Using Topic Model on Graphs
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    Chapter 29 Sales Prediction Using Linear and KNN Regression
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    Chapter 30 Image Captioning Using Gated Recurrent Units
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    Chapter 31 A BERT-Based Question Representation for Improved Question Retrieval in Community Question Answering Systems
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    Chapter 32 Kinect-Based Outdoor Navigation for the Visually Challenged Using Deep Learning
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    Chapter 33 Prediction of Stock Market Prices of Using Recurrent Neural Network—Long Short-Term Memory
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    Chapter 34 Identifying Exoplanets Using Deep Learning and Predicting Their Likelihood of Habitability
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    Chapter 35 Use of Artificial Intelligence for Health Insurance Claims Automation
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    Chapter 36 Sentiment Analysis and Prediction of Point of Interest-Based Visitors’ Review
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    Chapter 37 Soil Analysis Using Clustering Algorithm in Davao Region
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    Chapter 38 Gold Tree Sorting and Classification Using Support Vector Machine Classifier
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    Chapter 39 Dynamic Economic Dispatch Using Harmony Search Algorithm
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    Chapter 40 Packing Density of a Tori-Connected Flattened Butterfly Network
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    Chapter 41 A Study on Digital Fundus Images of Retina for Analysis of Diabetic Retinopathy
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    Chapter 42 Design of Mathematical Model for Analysis of Smart City and GIS-Based Crime Mapping
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    Chapter 43 Pattern Storage and Recalling Analysis of Hopfield Network for Handwritten Odia Characters Using HOG
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    Chapter 44 A Distributed Solution to the Multi-robot Task Allocation Problem Using Ant Colony Optimization and Bat Algorithm
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    Chapter 45 Collective Intelligence of Gravitational Search Algorithm, Big Bang–Big Crunch and Flower Pollination Algorithm for Face Recognition
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    Chapter 46 Fuzzy Logic Based MPPT Controller for PV Panel
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    Chapter 47 A Survey on Cloud Computing Security Issues, Attacks and Countermeasures
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    Chapter 48 Mitigating Cloud Computing Cybersecurity Risks Using Machine Learning Techniques
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    Chapter 49 A Modified Round Robin Method to Enhance the Performance in Cloud Computing
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    Chapter 50 Channel Capacity Under CIFR Transmission Protocol for Asymmetric Relaying
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    Chapter 51 Maximizing the Lifetime of Heterogeneous Sensor Network Using Different Variant of Greedy Simulated Annealing
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    Chapter 52 Fire Detection and Controlling Robot Using IoT
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    Chapter 53 DDoS Prevention: Review and Issues
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    Chapter 54 Early Detection of Foot Pressure Monitoring for Sports Person Using IoT
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    Chapter 55 Development and Simulation of a Novel Approach for Dynamic Workload Allocation Between Fog and Cloud Servers
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    Chapter 56 A Novel Strategy for Energy Optimal Designs of IoT and WSNs
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    Chapter 57 Multichannel Biosensor for Skin Type Analysis
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    Chapter 58 LoBAC: A Secure Location-Based Access Control Model for E-Healthcare System
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    Chapter 59 Autonomous Electronic Guiding Stick Using IoT for the Visually Challenged
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    Chapter 60 Handling Heterogeneity in an IoT Infrastructure
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    Chapter 61 Recent Trends in Internet of Medical Things: A Review
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    Chapter 62 Cryptanalysis of Modification in Hill Cipher for Cryptographic Application
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    Chapter 63 Wearable Assistance Device for the Visually Impaired
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    Chapter 64 A Hybrid Approach Based on Lp1 Norm-Based Filters and Normalized Cut Segmentation for Salient Object Detection
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    Chapter 65 Decentralizing AI Using Blockchain Technology for Secure Decision Making
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    Chapter 66 Speech Recognition Using Spectrogram-Based Visual Features
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    Chapter 67 Deployment of RFID Technology in Steel Manufacturing Industry—An Inventory Management Prospective
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    Chapter 68 Sparse Channel and Antenna Array Performance of Hybrid Precoding for Millimeter Wave Systems
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    Chapter 69 Electromyography-Based Detection of Human Hand Movement Gestures
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    Chapter 70 Bluetooth-Based Traffic Tracking System Using ESP32 Microcontroller
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    Chapter 71 A Novel Solution for Stable and High-Quality Power for Power System with High Penetration of Renewable Energy Transmission by HVDC
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    Chapter 72 Blockchain Technology: A Concise Survey on Its Use Cases and Applications
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    Chapter 73 Design and Implementation of Night Time Data Acquisition and Control System for Day and Night Glow Photometer
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    Chapter 74 Supplier’s Strategic Bidding for Profit Maximization with Solar Power in a Day-Ahead Market
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    Chapter 75 Police FIR Registration and Tracking Using Consortium Blockchain
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    Chapter 76 KYC as a Service (KASE)—A Blockchain Approach
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    Chapter 77 Enhancing Image Caption Quality with Pre-post Image Injections
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    Chapter 78 Integral Sliding Mode for Nonlinear System: A Control-Lyapunov Function Approach
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    Chapter 79 FileShare: A Blockchain and IPFS Framework for Secure File Sharing and Data Provenance
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    Chapter 80 NFC-Based Smart Insulin Pump, Integrated with Stabilizing Technology for Hand Tremor and Parkinson’s Victims
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    Chapter 81 Digital Forensics: Essential Competencies of Cyber-Forensics Practitioners
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    Chapter 82 Hybrid Pixel-Based Method for Multimodal Medical Image Fusion Based on Integration of Pulse-Coupled Neural Network (PCNN) and Genetic Algorithm (GA)
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    Chapter 83 Advanced Colored Image Encryption Method in Using Evolution Function
Attention for Chapter 29: Sales Prediction Using Linear and KNN Regression
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Chapter title
Sales Prediction Using Linear and KNN Regression
Chapter number 29
Book title
Advances in Machine Learning and Computational Intelligence
Published by
Springer, Singapore, January 2021
DOI 10.1007/978-981-15-5243-4_29
Book ISBNs
978-9-81-155242-7, 978-9-81-155243-4
Authors

Shreya Kohli, Gracia Tabitha Godwin, Siddhaling Urolagin, Kohli, Shreya, Godwin, Gracia Tabitha, Urolagin, Siddhaling

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 71 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 71 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 7 10%
Lecturer 5 7%
Student > Bachelor 5 7%
Unspecified 3 4%
Lecturer > Senior Lecturer 2 3%
Other 3 4%
Unknown 46 65%
Readers by discipline Count As %
Computer Science 11 15%
Unspecified 3 4%
Engineering 3 4%
Economics, Econometrics and Finance 2 3%
Mathematics 2 3%
Other 3 4%
Unknown 47 66%