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Proceedings of the International Conference on Artificial Intelligence and Computer Vision (AICV2020)

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Table of Contents

  1. Altmetric Badge
    Book Overview
  2. Altmetric Badge
    Chapter 1 Artificial Intelligence-Based Plant’s Diseases Classification
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    Chapter 2 Machine Learning for Apple Fruit Diseases Classification System
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    Chapter 3 Experimental Modeling of Hexapod Robot Using Artificial Intelligence
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    Chapter 4 A Systematic Review of the Factors Affecting the Artificial Intelligence Implementation in the Health Care Sector
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    Chapter 5 Machine Learning and Deep Learning Techniques for Cybersecurity: A Review
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    Chapter 6 A Survey of Semantic Analysis Approaches
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    Chapter 7 Mining Publication Papers via Text Mining: A Case Study
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    Chapter 8 Medical Imbalanced Data Classification Based on Random Forests
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    Chapter 9 Mining in Educational Data: Review and Future Directions
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    Chapter 10 Green Supply Chain Management and Firm’s Performance: A Review
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    Chapter 11 Role of Financial Technology FinTech: A Survey
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    Chapter 12 Applications of Integrated Management and Distribution Information in Power Supply System
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    Chapter 13 Vortex Swarm Optimization: New Metaheuristic Algorithm
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    Chapter 14 An Artificial Intelligence System for Apple Fruit Disease Classification Based on Support Vector Machine and Cockroach Swarm Optimization
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    Chapter 15 Controlling Directed Particle Swarm Optimization for Delivering Nano-robots to Cancer Cells
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    Chapter 16 Feature Selection Method Based on Chaotic Maps and Butterfly Optimization Algorithm
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    Chapter 17 Dynamic Cost Ant Colony Algorithm for Optimize Distributed Database Query
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    Chapter 18 Clustering Analysis Based on Coyote Search Technique
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    Chapter 19 Brain Tumor Segmentation in 3D-MRI Based on Artificial Bee Colony and Level Set
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    Chapter 20 Self-adaptive Parameters Optimization for Incremental Classification in Big Data Using Swarm Intelligence
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    Chapter 21 A Modified Sunflower Optimization Algorithm for Wireless Sensor Networks
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    Chapter 22 Hybrid Approach for Improving Intrusion Detection Based on Deep Learning and Machine Learning Techniques
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    Chapter 23 Prediction of the Electrical Load for Egyptian Energy Management Systems: Deep Learning Approach
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    Chapter 24 Comparative Performance of Machine Learning and Deep Learning Algorithms for Arabic Hate Speech Detection in OSNs
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    Chapter 25 Abnormal Events and Behavior Detection in Crowd Scenes Based on Deep Learning and Neighborhood Component Analysis Feature Selection
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    Chapter 26 Classifying Upper Limb Activities Using Deep Neural Networks
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    Chapter 27 Experimental Kinematic Modeling of 6-DOF Serial Manipulator Using Hybrid Deep Learning
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    Chapter 28 A Hybrid Deep Learning Based Autonomous Vehicle Navigation and Obstacles Avoidance
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    Chapter 29 Deep Learning Based Kinematic Modeling of 3-RRR Parallel Manipulator
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    Chapter 30 Deep Learning in Breast Cancer Detection and Classification
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    Chapter 31 Hyperspectral Image Classification Using Deep Learning Technique
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    Chapter 32 Solving Inverse Kinematics of a 7-DOF Manipulator Using Convolutional Neural Network
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    Chapter 33 Remote Sensing Image Classification Based on Convolutional Neural Networks
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    Chapter 34 Combination of Convolutional and Recurrent Neural Networks for Heartbeat Classification
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    Chapter 35 A Two-Stage Method for Bone X-Rays Abnormality Detection Using MobileNet Network
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    Chapter 36 Use of Deep Learning for Bird Detection to Reduction of Collateral Damage in Fruit Fields
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    Chapter 37 Machine Learning Model for Predicting Non-performing Agricultural Loans
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    Chapter 38 Machine Learning-Based Sentiment Analysis for Analyzing the Travelers Reviews on Egyptian Hotels
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    Chapter 39 Machine Learning Techniques for Handwritten Digit Recognition
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    Chapter 40 Short Term Electricity Load Forecasting Through Machine Learning
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    Chapter 41 A Modified Query Processing Algorithm Based on Dynamic Clustering for Big Data Applications
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    Chapter 42 Metadata Extraction for Low-Quality Semi-structured Spreadsheets
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    Chapter 43 Classification of Imbalanced Data Using Decision Tree and Bayesian Classifier
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    Chapter 44 Implementing Two Recent Techniques for Delivering Nano-robots to Cancer Area
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    Chapter 45 A Machine Vision Based Automatic Optical Inspection System for Detecting Defects of PCBA
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    Chapter 46 Eye Movements Recognition Using Electrooculography Signals
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    Chapter 47 RDB-FSU: Residual Dense Network with Feature Selection Unit for Image Super Resolution
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    Chapter 48 Robust and Real-Time Obstacle Region Detection Based on Depth Feature for Vehicle Detection
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    Chapter 49 What is the Message About? Automatic Multi-label Classification of Open Source Repository Messages into Content Types
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    Chapter 50 Path Planning of a Self Driving Vehicle Using Artificial Intelligence Techniques and Machine Vision
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    Chapter 51 Improving the Data Quality of the MovieLens Dataset Using Dimensionality Reduction Techniques
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    Chapter 52 A Novel Spatial Layout Representation for Object Recognition
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    Chapter 53 Cell Blood Image Segmentation Based on Genetic Algorithm
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    Chapter 54 Discriminative Representation Learning for Face Recognition
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    Chapter 55 Towards Real-Time Edge Detection for Event Cameras Based on Lifetime and Dynamic Slicing
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    Chapter 56 An Automatic Detection of Military Objects and Terrorism Classification System Based on Deep Transfer Learning
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    Chapter 57 An Efficient Multi Secret Image Sharing Scheme Using Hill Cipher
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    Chapter 58 Cyber-Medicine Service for Medical Diagnosis Based on IoT and Cloud Infrastructure
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    Chapter 59 Predicting Stock Market Trends for Japanese Candlestick Using Cloud Model
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    Chapter 60 Prediction of the Hitec Molten Salt Convective Heat Transfer Performance Using Artificial Neural Networks
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    Chapter 61 Multi-switching Combination Synchronization of Fractional Order Chaotic Systems
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    Chapter 62 Economic Diversification in a Digital Economy
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    Chapter 63 The Fourth Industrial Revolution: Challenges and Opportunities for Mena Region
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    Chapter 64 Rethinking Economic Development in Muslim Societies in the Context of the Fourth Industrial Revolution
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    Chapter 65 Innovative Technology: The Aviation Industry and Customers Preference
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    Chapter 66 The Role of IT Governance in Enhancing the Performance of Smart Universities
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    Chapter 67 Outlook on Security and Privacy in IoHT: Key Challenges and Future Vision
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    Chapter 68 Dynamic Analysis of a Fractional Map with Hidden Attractor
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    Chapter 69 A Comparative Analysis of Different Feature Extraction Techniques for Motor Imagery Based BCI System
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    Chapter 70 Reversible Watermarking for Protecting Patient’s Data Privacy Using an EPR-Generated QR Code
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    Chapter 71 Dimensions of Agility Capabilities Organizational Competitiveness in Sustaining
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    Chapter 72 Skill Gaps in Management Information Systems Alumni
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    Chapter 73 Internet of Things for Learning Styles and Learning Outcomes Improve e-Learning: A Review of Literature
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    Chapter 74 Factors Influencing Electric Vehicles Adoption in Bahrain: Proposed Research
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    Chapter 75 Intelligent Monitoring Technology of the Substation Based on the Micro System
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    Chapter 76 Remote Collaboration in a Complex Environment
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    Chapter 77 Home Appliances Control Using Android and Arduino via Bluetooth and GSM Control
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    Chapter 78 Multi-hop Route Planning Based on Environment Information for Path-Following UAVs
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    Chapter 79 Experimental Comparison of Different Feature Detection Algorithms for UAV Obstacle Avoidance
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    Chapter 80 Gene Regulatory Network Construction Parallel Technique Based on Network Component Analysis
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    Chapter 81 Enhanced Security of Home Registration in the Hierarchical Mobile IPv6 Protocol for IoT Applications
Attention for Chapter 43: Classification of Imbalanced Data Using Decision Tree and Bayesian Classifier
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Chapter title
Classification of Imbalanced Data Using Decision Tree and Bayesian Classifier
Chapter number 43
Book title
Proceedings of the International Conference on Artificial Intelligence and Computer Vision (AICV2020)
Published by
Springer, Cham, March 2020
DOI 10.1007/978-3-030-44289-7_43
Book ISBNs
978-3-03-044288-0, 978-3-03-044289-7
Authors

Ajay Malik, Abhishek Singh, Maroti Deshmukh, Malik, Ajay, Singh, Abhishek, Deshmukh, Maroti