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The International Conference on Advanced Machine Learning Technologies and Applications (AMLTA2019)

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Table of Contents

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    Book Overview
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    Chapter 1 A Deep Learning Approach for Tongue Diagnosis
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    Chapter 2 Reduced 3-D Deep Learning Framework for Hyperspectral Image Classification
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    Chapter 3 An Efficient Deep Convolutional Neural Network for Visual Image Classification
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    Chapter 4 Deep Learning for Predictive Analytics in Healthcare
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    Chapter 5 Deep Layer CNN Architecture for Breast Cancer Histopathology Image Detection
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    Chapter 6 Regression Task on Big Data with Convolutional Neural Network
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    Chapter 7 The Regression of MNIST Dataset Based on Convolutional Neural Network
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    Chapter 8 Intelligent Hybrid Approach for Feature Selection
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    Chapter 9 Parameter Estimation for Chaotic Systems Using the Fruit Fly Optimization Algorithm
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    Chapter 10 Optimal Shortest Path in Mobile Ad-Hoc Network Based on Fruit Fly Optimization Algorithm
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    Chapter 11 Swarm Optimization for Solving Load Balancing in Cloud Computing
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    Chapter 12 The Influence of New Energy Access on Load Peaks and Troughs Based on Optimization Techniques
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    Chapter 13 Multi-objective Solution of Traveling Salesman Problem with Time
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    Chapter 14 Game Theory Based Solver for Dynamic Vehicle Routing Problem
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    Chapter 15 A Hybridization of Sine Cosine Algorithm with Steady State Genetic Algorithm for Engineering Design Problems
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    Chapter 16 MolecRank: A Specificity-Based Network Analysis Algorithm
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    Chapter 17 Detecting Epileptic Seizures Using Abe Entropy, Line Length and SVM Classifier
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    Chapter 18 Analyzing Electrooculography (EOG) for Eye Movement Detection
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    Chapter 19 Analysis of Classification Methods for Gene Expression Data
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    Chapter 20 Using Eye Movement to Assess Auditory Attention
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    Chapter 21 Facilitating Classroom Orchestration Using EEG to Detect the Cognitive States of Learners
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    Chapter 22 A New Nano-robots Control Strategy for Killing Cancer Cells Using Quorum Sensing Technique and Directed Particle Swarm Optimization Algorithm
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    Chapter 23 Mining Student Information System Records to Predict Students’ Academic Performance
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    Chapter 24 Bayesian Classification of Personal Histories - An application to the Obesity Epidemic
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    Chapter 25 Poverty and Its Relation to Crime and the Environment: Applying Spatial Data Mining to Enhance Evidence-Based Policy
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    Chapter 26 Identifying Different Types of Biclustering Patterns Using a Correlation-Based Dilated Biclusters Algorithm
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    Chapter 27 Reduction of Variations Using Chemometric Model Transfer: A Case Study Using FT-NIR Miniaturized Sensors
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    Chapter 28 Predicting Drug Target Interaction by Integrating Drug Fingerprint and Drug Side Effect Using Machine Learning
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    Chapter 29 Statistical Insights and Association Mining for Terrorist Attacks in Egypt
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    Chapter 30 Regression with Support Vector Machines and VGG Neural Networks
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    Chapter 31 A Distributed Multi-source Feature Selection Using Spark
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    Chapter 32 The Classification of Multiple Power Quality Disturbances Based on Dynamic Event Tree and Support Vector Machine
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    Chapter 33 Power Cable Fault Diagnosis Based on Wavelet Analysis and Neural Network
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    Chapter 34 Predictive Control of Superheated Steam Temperature of Molten Salt Heat Storage System
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    Chapter 35 Optimal Proportional Integral Derivative (PID) Controller Design for Smart Irrigation Mobile Robot with Soil Moisture Sensor
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    Chapter 36 Adaptive Higher Order Sliding Mode Control for Robotic Manipulators with Matched and Mismatched Uncertainties
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    Chapter 37 Robust Path Tracking of Mobile Robot Using Fractional Order PID Controller
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    Chapter 38 Synchronization between a Novel Integer-Order Hyperchaotic System and a Fractional-Order Hyperchaotic System Using Tracking Control
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    Chapter 39 Design of Air-Cooled Control System for Intelligent Transformer
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    Chapter 40 Quoting Model Strategy of Thermal Power Plant Considering Marginal Cost
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    Chapter 41 Combination-Combination Anti-Synchronization of Four Fractional Order Identical Hyperchaotic Systems
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    Chapter 42 A New Generalized Synchronization Scheme to Control Fractional Chaotic Systems with Non-identical Dimensions and Different Orders
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    Chapter 43 Design of Reactive Voltage Automatic Control Device Based on Fuzzy Control
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    Chapter 44 Fractional-Order Control Scheme for Q-S Chaos Synchronization
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    Chapter 45 Path Planning Control for 3-Omni Fighting Robot Using PID and Fuzzy Logic Controller
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    Chapter 46 Agricultural Service Mobile Robot Modeling and Control Using Artificial Fuzzy Logic and Machine Vision
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    Chapter 47 Performance Evaluation of Research Reactors Under Different Predictive Controllers
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    Chapter 48 Enhanced Genetic Algorithm and Chaos Search for Bilevel Programming Problems
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    Chapter 49 The Design of Power Quality Detecting System Based on ADSP-BF606
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    Chapter 50 Role of Robotic Process Automation in Pharmaceutical Industries
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    Chapter 51 Using Related Text Sources to Improve Classification of Transcribed Speech Data
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    Chapter 52 A Semantic Text Summarization Model for Arabic Topic-Oriented
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    Chapter 53 A Language Identification System Based on Voxforge Speech Corpus
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    Chapter 54 A Novel Automated Financial Transaction System Using Natural Language Processing
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    Chapter 55 Exploring Different Approaches for Parsing Telugu
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    Chapter 56 A Proposed Approach for Arabic Semantic Annotation
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    Chapter 57 Automated Essay Evaluation Based on Fusion of Fuzzy Ontology and Latent Semantic Analysis
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    Chapter 58 Towards a Portable SLU System Applied to MSA and Low-resourced Algerian Dialects
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    Chapter 59 Ans2vec: A Scoring System for Short Answers
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    Chapter 60 Applications of Machine Learning in Cyber Security - A Review and a Conceptual Framework for a University Setup
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    Chapter 61 Applying Cryptographic Techniques for Securing the Client Data Signals on the Egyptian Optical Transport Network
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    Chapter 62 A Blind Fragile Based Medical Image Authentication Using Schur Decomposition
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    Chapter 63 A New Image Watermarking Technique in Spatial Domain Using DC Coefficients and Graph Representation
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    Chapter 64 Image Encryption Algorithm Methodology Based on Multi-mapping Image Pixel
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    Chapter 65 City Crime Mapping Using Machine Learning Techniques
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    Chapter 66 Fragile Watermarking Techniques for 3D Model Authentication: Review
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    Chapter 67 Supervised Performance Anomaly Detection in HPC Data Centers
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    Chapter 68 Online Signature Verification Using Deep Learning and Feature Representation Using Legendre Polynomial Coefficients
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    Chapter 69 Non-invasive Calibration-Free Blood Pressure Estimation Based on Artificial Neural Network
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    Chapter 70 Data Augmentation and Feature Fusion for Melanoma Detection with Content Based Image Classification
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    Chapter 71 Dental Age Estimation: A Machine Learning Perspective
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    Chapter 72 A Survey on Human Activity Recognition Based on Temporal Signals of Portable Inertial Sensors
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    Chapter 73 3D Geolocation Approach for Moving RF Emitting Source Using Two Moving RF Sensors
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    Chapter 74 Optimized Feed Forward Neural Network for Microscopic White Blood Cell Images Classification
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    Chapter 75 Applying Polynomial Learning for Soil Detection Based on Gabor Wavelet and Teager Kaiser Energy Operator
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    Chapter 76 Effect of Photo Voltaic Panel on Power Generation by Manual Adjustment with Panel Angle
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    Chapter 77 The Impact of Large Scale Distributed Generation Grid-Connection on Structure of Electric Power Network
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    Chapter 78 Wind Power Curtailment Scheme Based on Wind Tower Method
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    Chapter 79 Energy Consumption Regulation for Substation Operation in Practice
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    Chapter 80 Implementation of Tower Grounding Resistance Measurement Based on Decreasing Overhead Grounding Line’s Current Shunt Using High-Frequency Power Supply
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    Chapter 81 Wind Power Dispatching Method Based on High-Voltage and Large Capacity Electric Heat Storage
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    Chapter 82 Calculation of Energy Saving Based on Building Engineering
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    Chapter 83 Heat Discharge of Molten Salt in Double Energy Storage Tank
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    Chapter 84 Development of Insulation Parameter Monitoring System for Transmission Line Arrester
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    Chapter 85 Correlating Thermal Anomaly with Earthquake Occurrences Using Remote Sensing
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    Chapter 86 IOT-Based Conceptual Framework for the Prevention of Acute Air Pollution Episodes for Reducing and Limiting Related Diseases in Egypt
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    Chapter 87 Smart and Incremental Model to Build Clustered Trending Topics of Web Documents
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    Chapter 88 Combining CMMI Specific Practices with Scrum Model to Address Shortcomings in Process Maturity
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    Chapter 89 World Perception of the Latest Events in Egypt Based on Sentiment Analysis of the Guardian’s Related Articles
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    Chapter 90 Parallel Computation for Sparse Network Component Analysis
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    Chapter 91 Influence Ranking Model for Social Networks Users
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    Chapter 92 Turning Caregivers into Informed Agents as a Strategy to Disseminate Scientific Information About Cancer
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    Chapter 93 Comparative Analysis of Unmixing Algorithms Using Synthetic Hyperspectral Data
Overall attention for this book and its chapters
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Mentioned by

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2 X users
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1 peer review site

Citations

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Readers on

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Title
The International Conference on Advanced Machine Learning Technologies and Applications (AMLTA2019)
Published by
Springer International Publishing, May 2019
DOI 10.1007/978-3-030-14118-9
ISBNs
978-3-03-014117-2, 978-3-03-014118-9
Editors

Hassanien, Aboul Ella, Azar, Ahmad Taher, Gaber, Tarek , Bhatnagar, Roheet, F. Tolba, Mohamed

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X Demographics

The data shown below were collected from the profiles of 2 X users who shared this research output. Click here to find out more about how the information was compiled.
Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 64 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 64 100%

Demographic breakdown

Readers by professional status Count As %
Student > Master 13 20%
Student > Ph. D. Student 11 17%
Researcher 4 6%
Student > Bachelor 4 6%
Professor > Associate Professor 3 5%
Other 11 17%
Unknown 18 28%
Readers by discipline Count As %
Computer Science 20 31%
Engineering 18 28%
Economics, Econometrics and Finance 2 3%
Social Sciences 2 3%
Agricultural and Biological Sciences 1 2%
Other 3 5%
Unknown 18 28%