دانلود کتاب ADVANCED INTELLIGENT SYSTEMS FOR SUSTAINABLE DEVELOPMENT (AI2SD'2020)

فهرست مطالب :

Preface
AI2SD’2020 Organization
General Chairs and Co-chairs
Organization Committee
Keynote Speakers
Scientific Committee
Contents
World Class Ship Maintenance and Reliability for a Sustainable Shipping Industry Competitiveness
1 Introduction
2 Materials and Methodology Approach
3 Safety and Maintenance in View of the International Shipping Regulation
4 World Class Ship Maintenance and Reliability Approach
4.1 Shore Company Management Responsibility
4.2 Ship Personnel Responsibility
4.3 Third Party Responsibility
4.4 Computerized Planned Maintenance System
5 World Class Ship Maintenance and Reliability Implementation Reliability
6 Conclusion
References
Time-Step Dependent Spring\'s Stiffness for Numerical Stability of Mass-Spring Models
1 Introduction
2 Related Work
3 Mass-Spring Model
4 Experimental Results
4.1 Study of the Behavior of MSMs
4.2 Discussion
5 Comparison with Nonlinear FEM Approach
6 Conclusion
References
Evaluation of the Purification Performances of the Wastewater Treatment Plant (Step) by Aerial Lagooning of the City of Oujda (Morocco)
1 Introduction
2 Materials and Methods
2.1 General Information About the Study Site
2.2 Description of the Oujda WWTP
2.3 Sampling Method
2.4 Analyzed Parameters
3 Results and Discussion
3.1 Operating Parameters
3.2 Discussion of Results
4 Conclusion
References
Seawater Central Cooling System Distributed Approach for a Safer Autonomous Ship
1 Introduction
2 Seawater Central Cooling System Description
3 Materials and Methodology
4 Materials Seawater Central Cooling System Modeling Multi-agent Approach
4.1 Seawater Central Cooling System Management Multi-agent Architecture
4.2 Seawater Central Cooling System Communication and Interaction Model
5 Conclusion
References
Design and Management of Green Supply Chain
1 Introduction
2 Green Supply Chain Design
2.1 Location of Sites
2.2 Selection of Suppliers
2.3 Choice of Manufacturing Technologies
2.4 Eco-design
2.5 Selection of Transport Modes
3 Green Supply Chain Management
3.1 Planning
3.2 Green Procurement
3.3 Green Manufacturing
3.4 Green Building
3.5 Green Distribution
3.6 Reverse Logistics
4 Conclusion
References
Historic Monuments of Salé Medina, Morocco Identification and Diagnosis
1 Introduction
2 Description of the Case Study
3 Materials and Methods
4 Results and Discussion
4.1 Pathologies
4.2 Discussion
5 Conclusion
References
Integration of an Industrial Waste in the Manufacturing of a Cementitious Construction Material
1 Introduction
2 Materials and Methods
2.1 Materials Used
2.2 Mixture Proportion
2.3 Fresh Concrete: Slump Test
2.4 Hardened Concrete: Mechanical Properties
2.5 Durability of Concrete in a Marine Environment
3 Experimental Results and Discussions
3.1 Mechanical Characterization of Concrete Specimens
3.2 Durability of Concrete
4 Conclusion
References
Financial and Economic Assessment of Rehabilitation of a Drinking Water Supply: Case Study
1 Introduction
2 Comparison Investment Revenue
2.1 Investment
2.2 Receipts R
2.3 GAIN G
2.4 Comparison
2.5 Development Cost of m3 of Water (Euro):
2.6 Analysis and Reproaches
2.7 Recommendations
3 Conclusion
References
Big Data in E-learning: Literature Review and Challenges
1 Introduction
2 Big Data in E-learning Systems
2.1 Big Data
2.2 Big Data Technologies
2.3 Traditional Architecture of E-Learning System
2.4 The Impact of Big Data in e-learning
3 Related Work
4 Proposed Framework for Analysing Big Learning Data
5 E-Learning Systems Before and After the Integration of Big Data
6 Conclusion and Future Works
References
Intelligent Live Traffic Models Decision Support for Driving Directions and Road Conditions Updates
1 Introduction
2 Related Work
3 Proposed Solution
4 Nodes Determination and Data Collection
5 Data Processing
6 Cost Determination
7 Path Determination Algorithm
8 Conclusion
References
Contribution to the Study of the Mercury Immobilization by an Eco-construction Material
1 Introduction
2 Materials and Experimental Procedures
2.1 Materials
2.2 Synthesis
2.3 Characterization
3 Results and Discussion
3.1 Bulk Density
3.2 Compressive Strength
4 The Effect of Heavy Metals on the Conductivity Measurements of Leachates
5 Conclusion
References
Recycling of Caustic Soda Used in a Pickling Bath by an Aluminum Industry
1 Introduction
2 Experimental
2.1 Materials
2.2 Procedure
3 Results and Discussion
3.1 Chemical Characterization of the Original Effluent
3.2 Procedure for Sodium Hydroxide Recycling:
3.3 The Experimental Control Pickling Process:
3.4 The Caustic Soda Solution Recovered:
3.5 The Pickling Process by the Recovered Solution of Caustic Soda
3.6 The Proposal of Treatment Process:
4 Conclusion
References
A Hybrid Recommendation System Based on Correlation and Co-Occurrence Within Social Learning Network
1 Introduction
2 Related Work
2.1 Recommendation Systems in e-learning
2.2 Evaluation Measures in Recommendation Systems
3 A Novel Hybrid Approach
3.1 The Explicit Approach
3.2 The Recommendation Model Proposed
3.3 The Explicit Approach
4 Results and Discussion
5 Conclusion
References
Probabilistic Technique for Monitoring Damage and Cracking of Concrete
1 Introduction
2 Experimental Procedure
2.1 Specimen
2.2 Experimental Setup
2.3 AE Measurements
3 Principals of Acoustic Event Localization
4 Results and Discussion
4.1 Defining the Onset of AE Hits
4.2 AE Source Localization by Unscented Kalman Filter (UKF)
4.3 Calculation of the FPZ Width by an AE-Based Method
5 Conclusion
References
Molecular Docking Study of Selected Molecules as Novel Targets for ATPase of Mycobacterium TuberculosisInhibitors
1 Introduction
2 Materiel and Methods
2.1 Target Protein
2.2 Selected Ligands
2.3 Molecular Docking
2.4 Lipinski’s Rule of Five
2.5 ADME Evaluation
3 Results and Discussion
3.1 Docking of Bedaquiline
3.2 Docking Study of Selected Ligands with ATP-Synthase
3.3 Correlation Coefficient (Pearson)
3.4 Lipinski’s Rule of Five
3.5 ADME Prediction
3.6 General Discussion
4 Conclusion
References
Soil Fertility Management on Smart Production System Resilient to Climate Change
1 Introduction
2 Material and Methods
2.1 Site Characterization
2.2 Plant Material and Experimental Layout
2.3 Sampling and Measuring Methods
2.4 Data Analysis
3 Results and Discussion
3.1 Results
3.2 Discussion
4 Conclusions
References
A Proposed IoT Approach Based-Vision for the Visually Impaired People Assistance
1 Introduction
2 Concept of the Use
3 The Ecosystem Architecture and Its Components
3.1 Internet of Things
3.2 The Internet of Glasses Architecture
3.3 Wireless Sensor Network
3.4 Communication Patterns
4 Conclusion
References
Three-Dimensional Printing of a New Construction Material: A Laboratory- Scale Study
1 Introduction
2 Material and Methods
2.1 Collection and Characterization of Raw Materiel
2.2 Mix Design
2.3 Printing Setup
2.4 Extrusion
2.5 Benchmarking Material Properties
3 Results and Discussion
3.1 Examination of the Printed Geopolymer
3.2 3D printing of a small-scale model
4 Conclusion
References
Application of Life Cycle Assessment (LCA) to Urban Sludge Treatment Techniques for a Comparison Study: A Review
1 Introduction
2 Characteristics of Urban Sludge
3 Life Cycle Assessment Methodological Assumption
3.1 Goal and Scope Definition
4 Technical Assumptions
4.1 Thermal Process
4.2 Stabilization
4.3 Sludge Disposal and Recovery
5 Conclusion
References
Estimating Effective Thermal Conductivity of Multi-coated Fibrous Composites
1 Introduction
2 Homogenization of Thermal Conductivity for Three-Phase Material
2.1 Problem Setting
2.2 Exact Solution Made by Discrete Radon Transform
2.3 Hashin–Shtrikman Bounds
3 Comparison and Validation
3.1 Numerical Result of Two-Phase Composite
3.2 Numerical Result of Three-Phase Composite
4 New Effective Conductivity Estimations for Disordered Conductivities
4.1 Coated-Inclusion with a Maximal Thermal Conductivity
4.2 Coated-Inclusion with a Minimal Thermal Conductivity
5 Conclusion
Appendix
References
Smart City Concept Through a Literature Review
1 Introduction
2 Defining the Smart City Concept
3 The Challenges of a Smart City
4 The Components of a Smart City
5 Discussion and Conclusion
References
Detection and Characterization of Spiroplasma and Wolbachia in a Natural Population of Glossina Tachinoides
1 Introduction
2 Materials and Methods
2.1 DNA Extraction and PCR Amplification
2.2 Phylogenetic Analysis
3 Results
3.1 Prevalence of Wolbachiaand Spiroplasmain Glossina Tachinoides:
3.2 Multi Locus Typing Sequences Genotyping of the G. Tachinoides SpiroplasmaStrain
4 Conclusions and Perspectives
References
Investigation on the Difficulties Impacting the Quality of the Secondary/University Transition in Geometrical Optic Among Moroccan Students
1 Introduction
2 Theoretical Framework
3 Methodological Framework
4 Results, Discussions and Interpretation
4.1 Students’ Answers to the First Questionnaire at the Beginning of the GO Course
4.2 Students’ Answers to the Second Questionnaire at the Beginning of the GO Course
4.3 C. Student’s Responses After the Learning of the GO Course.
5 Conclusion
References
Mechanical and Morphological Study of a Polymer Reinforced by an Animal Bio Load Using the Finite Element Method
1 Introduction
2 Materials and Methods
2.1 Materials
2.2 Methods
3 Results and Discussion
3.1 Criterion of Von Mises and Displacement of the Bio Composite
3.2 Effect of the Aspect Ratio
3.3 Thermal Analysis
4 Conclusion
References
Explicit Model Predictive Control of a Drying Blower Temperature: The Piecewise Affine Approach
1 Introduction
2 Piecewise Affine (PWA) Representation
2.1 Piecewise Affine (PWA) in the State Space Form
2.2 Piecewise Affine (PWA) in Regression Form: PWARX
3 Identification of Piecewise Affine Models
4 Predictive Control of Piecewise Affine System
4.1 Model Predictive Control
4.2 Explicit Model Predictive Control
5 Identification of Blower Temperature
6 Explicit MPC of the Drying Blower
6.1 Choice of the Cost Function
6.2 Choice of the Prediction Horizon
6.3 Design of the Explicit MPC with the PWA Model
6.4 Implementation of the Explicit MPC on the Drying Blower
6.5 Results and Discussion
7 Conclusion
References
A Comparative Study of Thermal Performances of Fired Bricks Incorporating an Industrial Waste
1 Introduction
2 Materials and Methods
2.1 Preparation of the Samples
3 Results and Discussion
3.1 Result of the Measurement of the Thermal Conductivity by the Box Method
3.2 Result of the Measurement of the Thermal Diffusivity by Flash Method
3.3 Result of the Measurement of the Thermal Conductivity Samples by the Stationary Hot Plate
3.4 Result of the Measurement of the Thermal Diffusivity by Flash Method
4 Conclusion
References
Towards a New Framework of Automatic Detection of Learning Style Based on FSLM
1 Introduction
2 Motivation and Research Objectives
3 A Review of Learning Style Models
3.1 Learning Style
3.2 Learning Style Model
4 Existing Approaches for Identifying Learning Style
5 Contribution
5.1 Computerized Adaptive Testing Theory
5.2 Adaptive Test as Per FSLSM
5.3 Using Computerized Adaptive Testing to Identify Learning Style
6 Conclusion
References
Development of a New Waste Valorisation Process: A Case Study
1 Introduction
2 Materials and Methods
2.1 Materials
2.2 Definition of a Geopolymeric Mortar
2.3 Mortars Synthesis
2.4 Characterization
3 Results and Discussions
3.1 The Mechanical Characteristics of Geopolymer Mortars
3.2 Flexural Strength Testing
3.3 Structural and Mineralogical Characteristics
4 Conclusion
References
Combining and Merging Deep Neural Networks for Arabic Text Categorization
1 Introduction
2 Related Work
3 Method
3.1 Text Preprocessing
3.2 Word Embeddings Representation
3.3 Deep Neural Model
4 Experimental Results
4.1 The Dataset
4.2 Evaluation Measures
4.3 Experimental Setup
4.4 Results
5 Conclusion and Future Work
References
Phonemes Recognition Using Formant Analysis in the Case of Consonant Vowel Transition Case “Amazigh Language”
1 Introduction
2 Phonetics and Speech Characteristics
2.1 The Sound and the Human Hearing
2.2 The Human Voice
2.3 The Phonetics and Phonology
2.4 Frequency Characteristics of the Speech Signal
2.5 The “Amazigh” Language
3 Methodology
3.1 Fourier Analysis
3.2 Fourier Transform and Convolution
3.3 Windowing Problem
3.4 Formant Analysis
4 Processing Results
5 Conclusion
References
Numerical Modeling of the Thermomechanical Behavior of Polypropylene Reinforced by Snail Shell Particles as a Sustainable and Ecological Biocomposite
1 Introduction
2 Materials and Methods
2.1 Materials
2.2 Methods
3 Results and Discussion
3.1 Mechanical Properties of SS Particles
3.2 Snail Shell Particles Reinforced PP
3.3 Effect of Particles Size
4 Conclusion
References
Assessment of Pollution by Phosphate and Nitrogen Elements from Sebou and Oum Er Rbia, Morocco
1 Introduction
2 Material and Methods
2.1 Study Site
2.2 Analysis Protocol
3 Results and Discussion
3.1 Total Nitrogen
3.2 Ammonium
3.3 Nitrates
3.4 Total Phosphorus
3.5 Nitrogen/Phosphorus Ratios
3.6 PH, Temperature, Dissolved Oxygen and Electrical Conductivity
4 Conclusion
References
Solar Drying: A New Sustainable Solution for Sewage Sludge Management in Morocco
1 Introduction
2 Sewage Sludge Management Toward Sustainable Development
2.1 Sewage Sludge Recovery and Disposal Routes
3 Sewage Sludge Management in Morocco
4 Drying Methods
5 Solar Sludge Drying Technology
5.1 Types of Solar Drying Systems
5.2 Greenhouse Performance and Sizing
6 Solar Drying, the Way to All Modes of Sludge Disposal/Recovery
6.1 Solar Sludge Drying and Thermal Disposal
6.2 Solar Sludge Drying and Land Application
6.3 Solar Sludge Drying and Landfilling
7 Conclusion
References
Lymphocyte Count Prediction Using Machine Learning and UF-1000i Sysmex
1 Introduction
2 Materials and Methods
2.1 Materials
2.2 Methods
3 Results and Discussion
4 Conclusion
References
Decision Support Tool for Manufacturing Execution Systems: Case Study from the Steel Industry
1 Introduction
2 Overview About MCDM Methods
2.1 AHP
2.2 ELECTRE
2.3 PROMETHEE
2.4 PAPRIKA
3 Case Study
3.1 Company Background
3.2 Methodology
3.3 Results and Discussion
4 Conclusion
References
Substrate Type Effects on Vegetative Growth and Development of “Argania spinosa L. skeel” Tree Seedlings
1 Introduction
2 Material and Methods
2.1 Study Area of Forest Soil and ‘Argania spinosa L. skeel’ Seeds Materials
2.2 Experimental Site
2.3 Plant Material
2.4 Substratum
2.5 Media Analysis
2.6 Germination
2.7 Plant Development Measurements and Monitoring
2.8 Experimental Apparatus
2.9 Data Analysis
3 Results
3.1 Substratum and Media Analysis
3.2 Plant Development
4 Discussion
5 Conclusion and Perspectives
References
Bibliometric Analysis of Scientific Literature in Security and Electronic Health Records
1 Introduction
2 Materials and Methods
3 Results
3.1 Descriptive Analysis
4 Discussion
5 Conclusion
References
The Impact of Word Segmentation Techniques on Neural and Statistical Machine Translation: English-Arabic Case
1 Introduction
2 Related Works
3 Word Segmentation Methods
4 Experiences and Discussions
4.1 Linguistic Resources
4.2 Configuration of the MT Systems
4.3 Results
5 Conclusion
References
Combining Classical and Non-classical Features to Improve Readability Measures for Arabic First Language Texts
1 Introduction
2 Related Work
2.1 Assessing Second Language Readability
2.2 Assessing First Language Readability
3 Methodology
3.1 Data and Tools
3.2 Texts Representation
3.3 Models Generation
4 Results and Discussion
5 Conclusions and Future Work
References
Blockchain Applications for Improving Track and Trace Process on Pharmaceutical Supply Chain
1 Introduction
2 Blockchain Technology State of Art
2.1 Background
2.2 What is a Blockchain?
3 How Blockchain Improves the Supply Chain Management
3.1 Serialization
3.2 Case Study
4 ERP Enabled by Blockchain
4.1 Material Master Data Enabled by Blockchain
4.2 Procurement Driven by Blockchain Technology
4.3 Demand and Supply Driven by Blockchain
4.4 Logistics Management Driven by Blockchain
5 Conclusion
References
The Hybrid of Kernel K-Means and Fuzzy Kernel C-Means Clustering Algorithm in Diagnosing Thalassemia
1 Introduction
2 Methodology
2.1 Thalassemia Dataset
2.2 Proposed Method
2.3 Performance Evaluation and Measurement
3 Results and Discussion
3.1 The Performance of Our Proposed Method
3.2 Comparison with the Related Previous Works
4 Conclusion
References
Cerebral Infarction Classification Using Genetic Algorithm Neural Network and Stochastic Neural Network
1 Introduction
2 Methodology
2.1 Artificial Neural Network
2.2 Genetic Algorithm
2.3 Stochastic Gradient Descent
2.4 Confusion Matrix
3 Result and Discussion
3.1 Data
3.2 Genetic Algorithm-Neural Network
3.3 Stochastic Neural Network
4 Conclusion
References
Smart Logistics: A Robust Enterprise Transition Perspective
1 Introduction
2 Literature Review
2.1 Smart Logistics
2.2 Areas of Transition 4.0
3 Overview of the Transition Strategy
3.1 Smart Logistics Needs
3.2 Transition Methodology
4 Transition Strategy Diagnosis
4.1 Maturity Levels for Smart Logistics 4.0
4.2 Diagnosis Model
4.3 Strategic Decision Support
5 Discussion
6 Conclusion and Perspectives
References
Geostatistical Analysis of Geothermal Flow in Morocco
1 Introduction
2 Methodology
2.1 Creation of a Working Database to Computational Heat Flow
2.2 Multiple Linear Regression (MLR)
3 Results and Discussion
4 Conclusion
References
Getting the UML\'s Behavior and Interaction Diagrams by Extracting Business Rules Through the Data Flow Diagram
1 Introduction
2 Related Work
3 Proposed Method
3.1 Meta-Models
3.2 Case Study
4 Conclusion and Future Work
References
Entrepreneur Profile: A New Conceptual Model
1 Introduction
2 Factors Influencing the Profile of the Entrepreneur
2.1 Sociodemographic Factors
2.2 Ontological Approach or Personality Traits
2.3 Praxeological or Competency-Based Approach
2.4 Cultural Factors
2.5 The Trigger Element
3 Entrepreneur Characteristics
4 Conclusion
References
One Dimensional Convolutional Neural Network for Classifying Sinusitis
1 Introduction
2 Methodology
2.1 Convolutional Layer
2.2 Pooling
2.3 MLP Layer
3 Result and Discussion
3.1 Data
3.2 Result
4 Conclusion
References
Combining Word and Character Embeddings for Arabic Chatbots
1 Introduction
2 The Proposed Model
2.1 Gated Recurrent Unit/LSTM
2.2 Convolutional Neural Networks
2.3 Word Embedding
2.4 Character Embedding
2.5 Softmax
3 Experimental Setup and Results
3.1 Arabic Word Embeddings
3.2 Arabic Word Embeddings Evaluation
3.3 Arabic Chatbot Experimental Setting
3.4 Arabic Chatbot Evaluation
4 Conclusion
References
End-to-End Acoustic Model Using 1D CNN and BLSTM Networks with Focal CTC Loss
1 Introduction
2 Model Architecture
2.1 Convolutional Neural Network
2.2 Bidirectional Long Short-Term Memory
2.3 Connectionist Temporal Classification
3 Experiments and Discussion
4 Conclusion
References
An Efficient Feature Selection Approach for MOOCs Dropout Prediction
1 Introduction
2 Related Work
3 Material and Methods
3.1 Description of Dataset
3.2 Feature Extraction
3.3 Feature Selection Methods
4 Methodology
4.1 Behavior Feature Extraction
4.2 Proposed Feature Selection Approach
4.3 Boosted Trees and Relative Importance of Features
4.4 Features with Highest Relative Importance
5 Conclusion
References
Real-Time Moroccan License Plate Recognition Based on Improved Tiny-YOLOv3
1 Introduction
2 Dataset
2.1 Specification of Moroccan License Plates
2.2 Data Acquisition
3 Methodologies
3.1 YOLO-V3
3.2 Tiny-YOLOv3
3.3 The Proposed Method
4 Experiments and Discussion
5 Conclusion
References
Expedient and Non-expedient Nodes in the Internet of Things
1 Introduction
2 Related Works
3 Contribution
3.1 Proposed Model
3.2 Training Phase Using Neural Networks
4 Simulation and Results
5 Conclusion
References
Adaptive Intelligent Multi-arrangement Architecture for Autistic Children Learning
1 Introduction
2 Related Works
3 Distributed Artificial Intelligence
3.1 The Notion of Multi-agent Systems
3.2 The Notion of Agent
3.3 Types of Agents
3.4 Relations Between Agents
4 The Adaptive Multi-arrangement Method
5 The Technique of Visual Schedules
6 Proposed Architecture
7 Design Process
7.1 User Analysis
7.2 Creation of the Organization Chart
7.3 Search for Existing Interfaces
7.4 Development of the Paper Prototype
7.5 Analyze User Interaction
7.6 Generation of the Model
7.7 Test the Design
7.8 Final Design
8 Future Work
9 Conclusion
References
Assessment of Industrial Investment Attractiveness and the Role of Environmental Stewardship in the Mediterranean Countries – A Composite-Index Appraoch
1 Introduction
2 Industrial Investment Attractiveness in the Mediterranean
3 Construction of the Composite Index
3.1 Selection of the Sub-indicators
3.2 Normalization
3.3 Weighting and Aggregation
3.4 Time Scope and Data Source
4 Construction of the Composite Index
4.1 The IIACI of the Mediterranean Countries
4.2 The Sensitivity Analysis of IIACI
5 Conclusion and Recommendations
References
Anomaly Detection: Case of Mobile Money Transactions with Isolation Forrest
1 Introduction
2 Related Work
3 Model Proposed
3.1 Isolation Forest
3.2 Detection Model
4 Experiments
4.1 Dataset
4.2 Preprocessing
4.3 Balanced Data
4.4 Test and Evaluation
4.5 Results Comparison
5 Conclusion
References
Handling Imbalanced Datasets in the Case of Credit Card Fraud
1 Introduction
2 The Problem of Learning from Imbalanced Data Sets
3 Methods Handling Imbalance Datasets
3.1 Random Undersampling
3.2 Random Oversampling
3.3 Smote
4 Classification Techniques
4.1 Support Vector Machine
4.2 K-Nearest Neighbor
4.3 Random Forest
5 Evaluation Metrics
6 Experimental Results
6.1 Proposed System
6.2 Datasets Description
6.3 Data Splitting
6.4 Data Resampling
6.5 Results
7 Conclusion
References
Hybrid Approach to Recommending Adaptive Remediation Activities Based on Assessment Results in an E-learning System Using Machine Learning
1 Introduction
2 Related Works
3 Intelligent Adaptive System
3.1 Recommendation System
3.2 Naïve Bayes
4 Proposed approach
4.1 Cleaning and Preprocessing
4.2 Errors Detection
4.3 Difficulty Identification
4.4 Collaborative Filtering
5 Results and Discussion
5.1 Classification
5.2 Recommendation Process
6 Conclusion
References
ECG Heartbeats Classification Based on 1-D Convolutional Neural Networks
1 Introduction
2 Materials and Methods
2.1 ECG Dataset
2.2 Time Series Classification Based on 1D-CNN
2.3 Proposed Methodology
3 Experimental Results
3.1 Performances Measures
3.2 Results and Discussion
4 Conclusion and Perspectives
References
Web Education Development Based on Social Network Analysis: An Initial Proposal
1 Introduction
2 Recommendation Systems
3 High Level Architecture for an E-learning Recommendation System Based on Social Network Analysis
4 Conclusion
References
A Weighted Online Recurrent Extreme Learning Machine-Based Method for Disease Names Recognition
1 Introduction
2 Related Work
3 Methods
4 Experimental Results and Discussion
4.1 Dataset
4.2 Evaluation Metrics
4.3 Hyper-parameters Setting
4.4 Results
4.5 Discussion
5 Conclusion and Future Work
References
MR-EEGNet: An Efficient ConvNets for Motor Imagery Classification
1 Introduction
2 Related Works
3 Proposed Method
3.1 The Convnet
3.2 Hyperparameters
4 Experiment and Discussion
5 Conclusion
References
Recommendation of Learning Objects Through Dynamic Learning Style Identification and k-means Clustering Algorithm
1 Introduction
2 Background
2.1 Recommendation Systems
2.2 Learner Profiles
2.3 K-means Clustering Algorithm
3 Methodology
3.1 Index of Learning Styles Questionnaire
3.2 Implicit Behaviors Estimation Function
3.3 Weighting Function of Learner Interest
3.4 K-means Clustering of Learners
4 Experiment Result and Discussion
5 Conclusion
References
A New Method for Modeling Learners in a Collaborative Human Learning Environment
1 Introduction
2 Computer Environments for Human Learning (CEHL)
2.1 Tutoring
2.2 The Tutor and His Activity in Support
2.3 Computer-Assisted Collaboration
2.4 E-learning
3 Background and Related Works
4 Proposed Approach
4.1 Functional Architecture of the Proposed System
5 Conclusion
References
A Literature Review on Student Modeling Purposes
1 Introduction
2 Search Strategy for Literature Review
2.1 Formulation of Research Questions
2.2 Selection of Research Databases
3 Student’s Characteristics to Model
3.1 Structuring Your Paper
3.2 The Learning Styles
3.3 Affective Factors
3.4 The Knowledge Level
3.5 The Cognitive Features
3.6 Misconception and Error
4 Student Modeling Techniques and Methods
4.1 Overlay Modeling
4.2 Stereotypes Model
4.3 Perturbation
4.4 Ontology-Based Student Modeling
4.5 Machin Learning-Based Student Modeling
5 Comparative Study
5.1 Criteria
5.2 Analysis and Discussion
6 Conclusion
References
A Multi-objective Hub Location Problem for Perishable Products
1 Introduction
2 Literature Review
2.1 Perishable Supply Chain
2.2 Hub Location
3 Problem Description
3.1 Notation
3.2 Model Assumptions
3.3 Mathematical Formulation
4 Conclusion
References
Advanced Characterizations of Moroccan Clay Related to the Local Geology
1 Introduction
2 Materials and Methods
3 Results and Discussion
3.1 Morphological and Structural Characterization
3.2 Characterization by ATG-DTG Analysis
3.3 Infrared
3.4 Characterization by XRD
4 Conclusion
References
Brighten Buildings Naturally to Boost Immunity and Fight Covid19Using Optimized MEMS-Based Daylighting Systems
1 Introduction
2 Role of Vitamin D to Boost the Immune System
3 Daylighting Systems
3.1 The Operating Principle
3.2 Optimization of Daylighting Systems
4 Saving Lives and Energy
5 Conclusion
References
Topological Optimization by ANSYS 18.1 for the Additive Manufacturing
1 Introduction
2 The Role of Optimization in Numerical Simulation
3 Classification of Optimization Problems
4 Example of Topological Optimization Application
5 Conclusion
References
Agro-Morphological Traits Assessment and Polyphenols Compounents Analysis in Some Advanced lentil\'s Lines (Lens culinaris M.)
1 Introduction
2 Materials and Methods
2.1 Plant Materials
2.2 Agro-Morphological Traits
2.3 Polyphenol Compounds
2.4 Statistical Analysis.
3 Results and Discussion
3.1 Agro-Morphological Traits
3.2 Phenolic Compounds
3.3 Correlation Among Agro-Morphological and Phenolic Compounds Data
3.4 The Clustering Pattern and Distribution
4 Conclusion
References
The Optimization of Automotive Companies Performance in Morocco
1 Introduction
2 Problem Statement
3 General Context
4 Materials and Methods
5 Results and Discussions
6 Conclusion
References
A Stream Processing Software for Air Quality Satellite Datasets
1 Introduction
2 Background
3 Method
4 Results and Discussion
5 Related Works and Comparison
6 Conclusion
References
Support Vector Machines and Naïve Bayes Classifier for Classifying a Prostate Cancer
1 Introduction
2 Material and Methods
2.1 Material
2.2 Methods
3 Results and Discussions
3.1 Prostate Cancer Using Naïve Bayes Classifier
3.2 Prostate Cancer Using Support Vector Machines
4 Conclusion
References
Vehicle routes optimization: Real-time monitoring
1 Introduction
2 The Studied Problem
3 The Importance of Using Route Planning Software
3.1 The Arrival of Real Time
4 Presentation and Functioning of Software Realized for a Variant of the Vehicle Routing Planning
4.1 Resolving Problems
4.2 Uses of the Software
4.3 Routes Generation
5 Results: Optimized Routes
6 Conclusion
References
Automated Detection of Wireless Capsule Endoscopy Polyp Abnormalities with Deep Transfer Learning and Support Vector Machines
1 Introduction
2 Polyp Recognition System
2.1 Data Pre-processing
2.2 Network Architecture and Transfer Learning
3 Results and Discussions
3.1 Dataset
3.2 Experiments
3.3 Results
4 Conclusion and Future Work
References
Evaluating the Performance of Online Courses During Covid19 in a Moroccan Context
1 Introduction
2 Background
3 Work Performed
3.1 Description of Variables
4 Conclusion
References
Regularized Convolutional Neural Network for Pneumonia Detection Trough Chest X-Rays
1 Introduction
2 Related Work
3 Proposed Methodology
3.1 Preprocessing
3.2 CNN Architecture
4 Experimental Results
4.1 Dataset
4.2 Evaluation Metrics
4.3 Results and Comparison with State-of-the-Art
5 Conclusion
References
Positive Outcomes of Co-creation in Institutional-Student Partnership
1 Introduction
2 Methodology
3 Benefits of Co-creation in Higher Education
3.1 Benefits for Student
3.2 Indirect Benefits for Institution
4 Conclusions
References
The Usefulness of Drone Imagery and Remote Sensing Methods for Monitoring Turfgrass Irrigation
1 Introduction
2 Related Work
3 Material and Methods
3.1 Material Vegetal and Growing Conditions
3.2 Drone Flight and Cameras
3.3 Vegetation Index and Thermal Imagery
3.4 Canopy Temperature
3.5 Soil Moisture
3.6 Statistical Analysis
4 Results and Discussion
4.1 Drone RGB and Thermal Imagery as Irrigation Indictors
4.2 RGB Vegetation Indices and Irrigation Management
4.3 Potential of the Canopy Temperature Detecting Turfgrass Water Status
4.4 Soil moisture
5 Conclusions
References
Predicting the Growth of COVID-19 in Morocco by Adopting an ARIMA Model
1 Introduction
2 Model Description
2.1 Data Description
2.2 Non-seasonal ARIMA Model
3 Discussion and Evaluation
4 Conclusion
References
Comparison Between Convolutional Neural Network and Random Forest as Classifier for Cerebral Infarction
1 Introduction
2 Methodology
2.1 Convolutional Neural Network
2.2 Random Forest
2.3 Confusion Matrix
3 Result and Analysis
3.1 Data
3.2 Result
4 Conclusion
References
Implementation of Random Forests for the Classification of Chronic and Acute Sinusitis
1 Introduction
2 Data and Research Method
2.1 Data
2.2 Research Method
2.3 Evaluation Model
3 Result and Analysis
4 Conclusion
References
Social Context-Based Non-overlapping Communities\' Detection Model in Social Networks
1 Introduction
2 Background and Related Work
2.1 LFM Approach
2.2 Related Work
3 No-ELFM Approach: Non-overlapping Extended LFM Approach
3.1 Scenario 1: (P&P) or OOS Preference Setting (Only One Spouse)
4 Implementation, Experimentation and Discussion
5 Conclusion and Future Work
References
An Improved of Accuracy in Soft Tissue Tumor Classification with Random Forests
1 Introduction
2 Data and Research Method
2.1 Data
2.2 Random Forests
2.3 Evaluation Model
3 Result and Analysis
4 Conclusion
References
Modeling of CO2 Fluxes: Study of the Interactions of Urban Climate with CO2
1 Introduction
2 Literature
2.1 Source of CO2
2.2 Methods for Estimating CO2
3 Methodologies for This Study
3.1 Study Site Description
3.2 CO2 Flow Modeling
4 Simulation of CO2
4.1 Model Evaluation
4.2 CO2 Concentration Near the Ground
5 Conclusion
References
Lean and Green: What Impact on Environmental Performance: A Litterature Review
1 Introduction
2 Methodology and Choice of Articles
3 History
4 What is the Impact of Lean and Green on Environmental Performance?
4.1 Lean and Environmental Performance
4.2 Green and Environmental Performance
4.3 The Parallel Integration of Lean and Green and Environmental Performance
5 Results
6 Summary and Perspectives
References
Non-contact Infrared Thermometer for Monitoring Population Temperature Infected with COVID-19
1 Introduction
2 Literature Review
3 Design of a Temperature Detection and Measurement System
4 Experimental Results and Discussion
4.1 Diagram Circuit
4.2 Temperature Gun Housing Design and 3D Model
4.3 Programming for Arduino Temperature Gun
4.4 The Test Results
5 Conclusion
References
Automatic English Proficiency Assessment for Air Traffic Controllers in Emergencies
1 Introduction
2 Intelligent Communication System
2.1 Overview of ASR-Based CALL
2.2 System Description
2.3 Description of the Different Indicators
3 Conclusion
References
Contribution of Remote Sensing in Tracking the Evolution of Land Use and Anthropogenic Impacts at the SBEI of Oued Tahaddart
1 Introduction
2 Study Area
3 Methodology
4 Results and Discussion
5 Conclusion
References
Low-Cost Sensor to Detect the Blood in Urine
1 Introduction
2 Related Work
3 Test Bench
4 System Proposal
4.1 Wi-Fi Node
4.2 Algorithm
5 Results
6 Conclusion and Future Works
References
The Integration of the Customs Clearance Single Window in the Development of Customs-Business Partnerships in Morocco
1 Introduction
2 Literature Review
2.1 The Single Window Concept
2.2 The Single Window and the Trade Facilitation:
2.3 Implementation of a National Single Window in Morocco “PortNet”
2.4 Architecture and Actors of the NSW
3 Research Methodology
4 Results
4.1 Dematerialization Process (Case of Importation)
4.2 Users of the “PortNet”
4.3 Vision on the Customs-Business Partnership
4.4 Customs Clearance Time:
4.5 The Major Problem Encountered by Operators
5 Conclusion
References
Modeling and Digital Simulation of Coastal Kinematic at the Moroccan Atlantic Coast, Application of Geomatics
1 Introduction
2 Research Area
2.1 Geomorphology Context
2.2 Climate Context
2.3 Hydrodynamic Context
3 Materials and Methods
3.1 Data Collection and Methodology
3.2 Shoreline Change Rate
4 Results and Discussion
4.1 Dynamics of Shoreline Evolution and Sediment Volume
5 Conclusion
References
Researcher Profile Model for Academic Environment
1 Introduction
2 Model of the User Profile
2.1 Information Defining the User Profile
2.2 User Profile Representation
2.3 Acquiring Information of a User Profile
2.4 Evolution of the User Profile
3 Related Works
3.1 Information Retrieval
3.2 Mediation Systems
3.3 Mobile Systems
3.4 E-commerce
3.5 Security and Access Control
3.6 E-Learning
3.7 Social Networks
4 Modeling Researcher Profile
5 Conclusion
References
Smart Supply Chain: An Overview of Key Benefits and Challenges
1 Introduction
2 Smart Supply Chain
2.1 The Impact of Industry 4.0 to Smart Supply Chain
2.2 The Definition of Smart Supply Chain
3 The Benefits of Smart Supply Chain
4 The Challenge of Smart Supply Chain
4.1 Uncertainty
4.2 Sustainability
4.3 Risk
4.4 Privacy
5 Conclusion
References
Numerical Study Based on Fourier Method for Computing the Effective Property to Simulate the Behavior of a Piezo-Elastic Multilayered Plate
1 Introduction
2 Problem Formulation
3 Multiscale Formulation
4 Stroh Formalism Solution for the Macroscopic Fields
5 Two-Scale Method Results
6 Conclusion
References
Using Interval Arithmetic on the Leontief Model
1 The Model of Leontief
1.1 The Open Model
2 Interval Arithmetic
2.1 Intervals
2.2 Preliminary
2.3 The Arithmetic of Ganesan and Veeramani
3 System Resolution AX =B
3.1 Determinant of an Interval Matrix
3.2 Cramer\'s Rule
4 Application of Cramer\'s Method on the Leontief Model
5 Conclusion
References
The New Generation of ERP in the Era of Artificial Intelligence and Industry 4.0
1 Introduction
2 The Historical Evolution of ERP
3 Industry 4.0 with the Digital Technologies Contribution
3.1 The Major Component of Industry 4.0
4 The Contribution of AI in ERP and Industry 4.0
4.1 The Classification of Machine Learning Techniques
4.2 What Smart Companies Expect from the Alliance ERP-AI
5 Conclusion and Future Research Directions
References
An Overview of Detecting Fake Accounts on Twitter Networks
1 Introduction
2 Background
3 Twitter Fake Accounts Detection Methods
3.1 Account-Based
3.2 Tweet-Based
3.3 Graph-Based
3.4 Hybrid
4 Dataset of Twitter Fake Accounts Detection
4.1 The Fake Project
4.2 Twitter API
5 Attributes of Twitter Dataset
6 Related Work and Discussion
7 Conclusion
References
Estimate Soil Organic Matter from Remote Sensing Data by Using Statistical Predictive Models
1 Introduction
2 Materials and Methods
2.1 Study Area
2.2 Data
2.3 Methods
3 Results and Discussion
3.1 Predictive Models Performance
3.2 SOM Digital Mapping
4 Conclusion
References
Functional Cluster Analysis of Glomerular Disease
1 Experimental Methods
1.1 Data
1.2 Gene Expression Identification
1.3 Clustering Analysis
2 Results and Discussion
3 Conclusions
References
Towards Determination of Key Port Performance Indicators for Implementation of Autonomous Ship
1 Introduction
2 Port Performance Indicators
3 The Concept of Autonomous Ship
4 Data Collection and Approach Methodology
5 Results and Discussion
5.1 Port Services and Infrastructure
5.2 Communication System and New Technologies
5.3 Safety and Security
5.4 Human Qualifications
6 Conclusion
References
Toward Deep Data Analytics for Predicting Professional Satisfaction Based on Student’s Profile in Primary School
1 Introduction
1.1 Related Works
2 Proposed Work
2.1 Approach Design
2.2 Data Collection Methodology
2.3 Survey’s Description
3 Feature Extraction-Based Data Analysis Using R
3.1 Features’ Extraction Using Boruta Algorithm
3.2 Random Forest Algorithm
4 Results and Discussions
5 Future Work
6 Conclusion
Annex: The Survey
References
Author Index