Emerging Research in Intelligent Systems

Name: Emerging Research in Intelligent Systems | Proceedings of the CIT 2021 Volume 1
Brand: Springer
Price: 149.79 EUR
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Proceedings of the CIT 2021 Volume 1

Miguel Botto-Tobar Henry Cruz Angela Díaz Cadena Benjamin Durakovic(Editor)

Springer (Publisher)

Published on 2. February 2022

VIII, 428 pages

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978-3-030-96043-8 (ISBN)

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Content

Intro
Contents
Artificial Intelligence, Communications, Security and Cryptography, and Software Engineering
Lot Sizing Decisions Under Uncertain Demand Considering Skewness and Kurtosis
1 Introduction
2 Methodology
2.1 How to Describe the DPUT for an Inventory Item
2.2 Probabilistic Lot Size Inventory Model Using SP in Two-Stages
3 Simulation and Analysis of Results
3.1 Computational Framework and Simulation Scenarios
3.2 Simulation Study
4 Discussion
5 Conclusions, Limitations, and Future Research
References
Quality in Use Evaluation of a GraphQL Implementation
1 Introduction
2 Research Design
2.1 Population and Sample
2.2 Theoretical Foundation
2.3 Software Implementation (Artefact Design)
3 Results (Artifact Evaluation)
3.1 Definition of the Quality in Use Model
3.2 Measurement of the Model
3.3 Evaluation of the Quality in Use Model
4 Discussion
5 Conclusions
References
Augmented Reality in Determining the Cognitive Load of Blind Users During Navigation Process
1 Introduction
1.1 Background
1.2 Measuring Cognitive Load
2 Materials and Methods
2.1 Participants
2.2 Cognitive and Sensitive Interfaces
2.3 Variables of Study
2.4 System
2.5 Study Design
3 Results
3.1 Cognitive Evaluation
3.2 Navigation
4 Discussion
References
Machine Algorithm-Based Web Prototype for Crop Pest Detection
1 Introduction
2 Methodology
3 Materials and Background
4 Data Mining: Experimental Phase and Results
4.1 Business Understanding
4.2 Data Understanding
4.3 Data Preparation
4.4 Creation of Machine Learning Models
4.5 Evaluation and Deployment of Machine Learning Models
5 Prototype Development and Results
6 Conclusions
References
MQTT Based Event Detection System for Structural Health Monitoring of Buildings
1 Introduction
2 Methodology and Components
2.1 Architecture of the SHM System
2.2 Main Station
2.3 Communication System
3 Experimental Evaluation
3.1 Seismic Monitoring
3.2 Structural Health Assessment
4 Conclusions
References
Elliptic Curves Cryptography for Lightweight Devices in IoT Systems
1 Introduction
2 Research Methodology
2.1 Planning the Review
2.2 Conducting the Review
2.3 Reporting the Review
3 Study Analysis
3.1 ECC Applications
3.2 Criteria for Implementing ECC
3.3 Elliptic Curves Applicable to Lightweight Devices
4 Analysis of Results
4.1 ECC Applications (Q1)
4.2 Criteria for Implementing ECC (Q2)
4.3 Elliptic Curves Applicable to Lightweight Devices (Q3)
5 Conclusions
References
Use of Blockchain in IoT Devices Security: A Systematic Mapping Study
1 Introduction
2 Background
3 Research Method
3.1 Planning
4 Results
4.1 Blockchain Based Security Techniques for Smart Devices
4.2 Advantages that Blockchain Provides in Information Security
4.3 Results Obtained from the Application of Blockchain in Computer Security
4.4 Mapping Results
4.5 Interest of the Topic
5 Discussion
5.1 Main Findings
5.2 Limitations of the Systematic Study
5.3 Research Implications
6 Conclusions and Future Work
References
Proposal of Sensor-Based System to Control the Store Capacity for Prevent Infection by Covid-19
1 Introduction
2 Background
3 Methodology
4 Proposed Solution
4.1 React
4.2 MQQT Broker
4.3 Infrared Sensors
4.4 Arduino IDE
5 Results
6 Discussion
7 Conclusions
8 Future Works
References
Yaatree: A Mobile Application for Transportation Request Focused on People with Disabilities
1 Introduction
2 Related Works
2.1 Applications Focused on Providing the Best Route Based on the User's Needs and Mode of Transport
2.2 Applications Focused on Linking Public Transport Services to Users with Disabilities
3 Methodology and Architecture
3.1 Architecture Design
3.2 Development
4 Evaluation
4.1 Purpose of the Evaluation
4.2 Scenarios
4.3 Form of Evaluation
4.4 Results
5 Conclusions and Future Works
References
Lifelong Learning as a Strategy for Digital Literacy in University Teachers
1 Introduction
1.1 Importance of Digital Skills Development
1.2 Superior Education Primary Educational Digital Resources
2 Methods and Materials
3 Results and Discussions
3.1 Teachers' Digital Skills
3.2 Use of Digital Resources in the Development of Academic Activities
4 Conclusions
References
Simulation System of a Tomato Sorting Process Using Artificial Vision
1 Introduction
1.1 Contaminants in Tomatoes
1.2 Artificial Vision
1.3 Image Processing
2 Materials and Methods
2.1 Materials
2.2 Methods
3 Results and Discussion
3.1 Case 1
3.2 Case 2
3.3 Case 3
4 Conclusions
References
A Prediction Model to Prevent Phishing Attacks on E-Mails Using Data Mining Techniques
1 Introduction
2 Materials and Methods
2.1 Understanding the Data
2.2 Predictive Phishing Detection Model
2.3 Modeling Phase
2.4 Construction and Employment of Model
3 Evaluation of Results and Discussion
3.1 Test and Analysis of Results
3.2 Discussion
4 Conclusions and Future Work
References
Anomaly Detection Method for a Local Area Network
1 Introduction
2 Materials and Methods
2.1 Variable Definition and Protocol Configuration Stage
2.2 Network Monitoring and Data Collection Stage
2.3 Prediction Stage
3 Results and Discussion
4 Conclusions
5 Recommendations
References
Analysis of a Network Implementing ROIP Technology
1 Introduction
2 Materials and Methods
2.1 Phase 1: Analysis of the Current Situation
2.2 Phase 2: Design of a Communications Network Implementing ROIP Technology
2.3 Phase 3: Test Environment Implementation
2.4 Phase 4: Analysis of Results
3 Results and Discussion
3.1 Design of a Network Implementing RoIP
3.2 Performance Verification
3.3 Verification of Network Parameters
3.4 Statistical Analysis of Experiments
4 Conclusions
5 Recommendations
References
Communication System Between People with Hearing Impairments and Their Patients
1 Introduction
2 Materials and Methods
2.1 Study Context and Participants
2.2 Data Initial
2.3 Procedure in the Construction of the Software
2.4 Experimental Validation
3 Results and Discussions
3.1 Requirement's Specification
3.2 Implemented Application
3.3 Evaluations of the Implemented Interfaces
4 Conclusions
References
Computerized Tomography Images Processing Using Artificial Intelligence Techniques
1 Introduction
2 Background
2.1 Artificial Intelligence
2.2 Machine Learning
2.3 Artificial Neural Networks
2.4 Convolutional Neural Networks
2.5 Computer Vision
3 Discussion
4 Conclusions
References
Digital Model to Predict Failures of Porous Structures in DLP-Based Additive Manufacturing
1 Introduction
2 Methodology
2.1 Design Factors and the Capabilities of DLP
2.2 Resolution
2.3 Print Orientation
2.4 Support Material
2.5 Isotropy
2.6 Separation Force in Printing Irregular Solid Geometries
2.7 Separation Force in Printing Porous Structures
2.8 Green Strength
2.9 Modules
3 Results
4 Discussion
5 Conclusion
References
Optimization of an Autonomous Learning Model for Detection COVID-19 Using Medical Images
1 Introduction
2 Materials and Methods
2.1 Image Collection
2.2 Medical Imaging Dataset
2.3 Sample Selection
2.4 Singular Value Decomposition (SVD)
2.5 Selecting the BMP Format
2.6 Improved Medical Image Dataset
2.7 Neural Network
3 Results
4 Discussion
5 Conclusion
6 Recommendations
References
An Implementation of an Algorithm for Information Theft Using Deep Learning Techniques: An Ethical Hacking Event
1 Introduction
2 Materials and Methods
2.1 Deep Learning Applied to Cybersecurity, A Slight Overview
2.2 Design and Implementation of the Algorithm
3 Results Evaluation and Discussion
4 Conclusions and Future Work
References
MESH Networks to Optimize the Quality of Internet Service via WiFi in University Institutions
1 Introduction
1.1 Mesh Networking Approach
2 Materials and Methods
2.1 Mesh Wireless Network
2.2 Features
2.3 Application Scenarios
2.4 Architecture
3 Mesh Network Implementation
3.1 Current Network
3.2 Mesh Network Design Proposal
3.3 Testing
4 Results
4.1 Mesh Network Scenario (Throughput)
4.2 Mesh Network vs. Current Network Scenario
4.3 Analysis of Results
5 Discussion
6 Conclusion
References
Throughput and Latency Evaluation of a 4G LTE Network Driven by SDR and Open-Source LTE Software
1 Introduction
2 Network Implementation
2.1 Hardware
2.2 Software
2.3 4G LTE Standard Parameters
3 Methodology
3.1 Scenario 1: UE and EPC
3.2 Scenario 2: Link Between UE and EPC to the Internet
3.3 Scenario 3: Link Between UE and External Network
4 Results and Discussion
5 Conclusions
References
Modeling Wireless Propagation Channel: A Traditional Versus Machine Learning Approach
1 Introduction
2 Methodology
2.1 Synthetic Data
2.2 Model Generation
3 Point to Point Link
3.1 Algorithm Training
3.2 Model Evaluation
4 Point to Multipoint Link
4.1 Algorithm Training
4.2 Model Evaluation
4.3 Coverage Area
5 Discussion and Conclusions
References
Design of an Academic CSIRT - A Proposal Based on Strategic Planning Principles
1 Introduction
2 Materials and Methods
2.1 Problem Statement
2.2 Literature Review
3 Proposal to Create an Academic CSIRT
3.1 Methodology
3.2 Strategic Phases
3.3 Proposal for Operations and Services
3.4 Proposal of the Research Areas
3.5 Organizational Model Proposal
4 Conclusions and Future Work
References
Educational Programming as a Strategy for the Development of Logical-Mathematical Thinking
1 Introduction
2 Method and Materials
2.1 Research Design
2.2 Results
2.3 Discussion
3 Conclusions
References
Computational Modeling and Characterization of Composites
Neurotoxic Effects on Banana Workers Exposed to Agrochemicals: Ecuador Case Study
1 Introduction
2 Methodological Design
3 Results
3.1 Demographic Characteristics and Perceived Symptomatology
3.2 Erythr Thirteenth Acetylcholinesterase Values
3.3 Correlation Erythrocyte Acetylcholinesterase Values vs Perceived Symptomatology
4 Conclusions
References
Nonparametric Geostatistical Prediction of Daily PM2.5 Concentrations Based on Satellite Measurements of Aerosol Optical Depth
1 Introduction
2 Analyzed Data and Methods Applied
2.1 Collection and Validation of Satellite and Terrestrial Data
2.2 Parametric Modeling and Estimation
2.3 Non-parametric Geostatistical Prediction
3 Case of Application to Real Data
4 Discussion
References
Defense Engineering
Comparative Analysis of Defense Industry Models in South American Countries
1 Introduction
1.1 Model Dimensions in the Defense Industry
1.2 Systemic Vision of the Defense Industry
2 Materials and Methods
3 Results
4 Conclusions
References
Behavior of Reinforced Concrete Column Specimens Under Blast Loading Produced by Pentolite Charge
1 Introduction
2 Design of Experiments
2.1 Specimen Specifications
3 Design of the Explosive Charge
4 Experimental Set-Up
4.1 Data Acquisition
5 Results and Discussion
5.1 Design of Explosive Charge
5.2 Specimens
6 Conclusions
References
The Social Explosion Which is Advancing in South America: The Cases of Chile and Bolivia
1 Introduction
2 Materials and Methods
3 Results and Discussions
3.1 The Evolution of Social Protests in South America
3.2 Chile: Social Discontent and the Outbreak of a Society Full of Frustrations
3.3 The Emerging Power of Social Movements and Their Leading Role in the Popular Outbreak in Chile
3.4 Social Unrest in Bolivia
4 Conclusions
References
National Strike in Colombia 2019-2020: Between "Rumba", Protest and Cohesion
1 Introduction
2 Results
3 The National Strike "for Life and Peace"
4 Colombian Opinion Regarding 2019 National Strike
5 Discussion
6 Conclusions
References
Causes and Variables of Forest Fires, a Brief Review of the Ecuadorian Case
1 First Section
2 Methodological Framework
2.1 Method
2.2 Recent Forest Fire Events Around the World
2.3 Common Variables that Affect the Generation of Forest Fires
2.4 Forest Fires Prediction Systems
2.5 Some Metrics to Calculate the Possibility of a Forest Fire
3 Analysis of the Most Common Variables of Forest Fires in Ecuador
3.1 Variable Wind Speed
3.2 Variable Ambient Temperature
3.3 Variable Ambient Humidity (Water Vapor)
4 Discussion
5 Conclusions and Future Work
References
Robust System for Crowd Counting and Estimation Using Multi-column Filters on Unmanned Platforms
1 Introduction
2 Method Used to Estimation
2.1 Scheme of the Proposed Algorithm
2.2 Training System
2.3 Multi-destination Transmission System
2.4 Integration of the Systems
2.5 Graphical User Interface
3 Experimental and Field Tests
4 Discussion
5 Conclusions
References
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Emerging Research in Intelligent Systems

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