Telematics and computing : 11th International Congress, WITCOM 2022, Cancún, México, November 7-11, 2022, proceedings / / Miguel Félix Mata-Rivera, Roberto Zagal-Flores and Cristian Barria-Huidobro (editors)

• Pubblicazione: Cham, Switzerland : , : Springer, , [2022]; ©2022
• Descrizione fisica: 1 online resource (480 pages)
• Disciplina: 004
• Soggetto topico: Computer science; Telematics
• Persona (resp. second.): Mata-RiveraMiguel Félix; Zagal-FloresRoberto; Barria-HuidobroCristian
• Nota di bibliografia: Includes bibliographical references and index.
• Nota di contenuto: Intro -- Preface -- Organization -- Contents -- Data Obfuscation in Network Coding to Mitigate the Effects of Pollution Attacks -- 1 Introduction -- 2 Background -- 3 Related Work -- 4 Methodology -- 5 Evaluation and Results -- 6 Conclusions -- References -- Adaptive Based Frequency Domain Filter for Periodic Noise Reduction in Images Acquired by Projection Fringes -- 1 Introduction -- 2 Proposed Algorithm -- 2.1 The Pre-processing Stage -- 2.2 Adaptive Peak Detection and Filtering Stage -- 3 Experiments and Results -- 4 Conclusions and Future Work -- References -- A Study on the Behavior of Different Low-Cost Particle Counter Sensors for PM-10 and PM-2.5 Suspended Air Particles -- 1 Particulate Matter in Air Pollution -- 2 Current Usage of Low-Cost Sensors for Air Quality Measurement Support -- 2.1 The Optical Particle Counter Detection Principle -- 2.2 Low-Cost Sensors for PM-10 and PM-2.5 Particulate Matter -- 3 The PM-10 and PM-2.5 Data Acquisition System -- 3.1 Data Transmission -- 3.2 Data Storage -- 4 The PM-2.5 and PM-10 Measuring Experiment -- 4.1 First Experiment: Free Run Sampling -- 4.2 Second Experiment: Comparison with a Reference Instrument -- 5 Discussion -- 6 Conclusions -- References -- Computational Simulation Applied to Microstrip Patch Antenna Design for the Ground Penetrating Radar Technology -- 1 Introduction -- 2 Antenna Design -- 2.1 Antenna Structure Design -- 3 Antenna Simulation -- 3.1 Radiation Pattern -- 4 Future Work -- 5 Conclusions -- References -- Monitoring and Prediction of Drinking Water Consumption -- 1 Introduction -- 2 Prototype Design -- 3 Methodology -- 4 Data Acquisition -- 5 Predictive Model Design -- 5.1 Prototype 1 -- 5.2 Prototype 2 -- 6 Mobile Phone App Design -- 7 Conclusions and Future Work -- References -- Visualization of the Regular Mobility of Trips Between Bike Stations in the ECOBICI System. ; 1 Introduction -- 1.1 Bike-Sharing System -- 1.2 ECOBICI -- 2 Literature Review -- 2.1 PLANBIKE [5] -- 2.2 System of Historical Analysis of Individual Mobility (SAHMI) [6] -- 2.3 Bike Share Map -- 2.4 The Meddin Bike-Sharing World Map -- 3 Methodology -- 3.1 Mobility Patterns and Visualizations -- 3.2 Analysis Plan -- 4 Mobility Analysis Between Neighborhoods -- 4.1 Neighborhoods with the Highest Number of Trips -- 4.2 Trips by Neighborhood at Different Times of the day -- 4.3 Mobility Patterns Between Neighborhoods -- 5 Results: Important Observations Derived from the Visualizations -- 5.1 Local Mobility Patterns -- 5.2 Neighborhood-to-Neighborhood Mobility Patterns -- 6 Conclusions -- References -- An Entropy-Based Computational Classifier for Positive and Negative Emotions in Voice Signals -- 1 Introduction -- 2 Materials and Methods -- 2.1 Frequency Domain Analysis -- 2.2 Shannon's Entropy Computation -- 2.3 Voice Signals Dataset -- 3 Development and Results -- 3.1 Entropy Analysis -- 4 Discussion and Conclusions -- 5 Future Work -- References -- Environment Emulation in 3D Graphics Software for Fringe Projection Profilometry -- 1 Introduction -- 1.1 Optical Metrology Methods -- 1.2 Problems with Optical Measurement Systems -- 1.3 Deep Learning Implementation -- 2 Principle of Fringe Projection Profilometry and Phase Unwrapping -- 3 Methods and Materials -- 4 Generation of Emulated Environment -- 5 Experiments -- 5.1 Wrapped Phase with Synthetic Images -- 5.2 3D Reconstruction Process with Synthetic Images -- 6 Results and Discussion -- 6.1 Qualitative Evaluation of Angle Between Camera and Projector -- 6.2 Qualitative Evaluation of 3D Data Generation -- 7 Conclusions -- References -- Web Platform for the Analysis of Physical and Mental Health Data of Students -- 1 Introduction -- 2 Theoretical Framework. ; 2.1 Psychological Questionnaires and Inventories -- 2.2 Microblogging -- 3 Methodology -- 3.1 Elements of SCRUM -- 4 Development -- 4.1 Architecture -- 4.2 Sprint Planning -- 4.3 Requirement Engineering -- 4.4 Design -- 5 Results -- 5.1 Coding -- 5.2 Tests -- 5.3 Final Modules -- 6 Conclusions and Future Work -- 6.1 Conclusions -- 6.2 Future Work -- References -- Identification of SARS-CoV-2 Pneumonia in Chest X-ray Images Using Convolutional Neural Networks -- 1 Introduction -- 2 Related Works -- 3 Materials and Methods -- 3.1 Dataset -- 3.2 Convolutional Neural Network -- 3.3 Transfer Learning -- 3.4 Performance Metrics -- 4 Results -- 5 Conclusions -- References -- Storytelling to Visualize Changes in Regions Based on Social Inclusion Indicators -- 1 Introduction -- 1.1 Health Indicators Utility -- 2 Procedures -- 2.1 Data Extraction -- 2.2 Data Cleaning -- 2.3 Data Verification -- 2.4 Data Imputation -- 3 Gradient Tree Boost Algorithm -- 3.1 Clustering by K-Means -- 4 Results -- 4.1 Data Imputation -- 4.2 Clustering -- 4.3 Storytelling -- 5 Conclusion -- References -- Open edX as a Learning Remote Platform for Mexico City-IPN -- 1 Introduction -- 1.1 Education 4.0 Approach for New Careers at Mexico City-IPN -- 1.2 Open MOOCs Platform, Comparative Between Moodle and Open EdX -- 2 MOOCs Didactic Planning and Development -- 2.1 MOOCs Development Software and Tools -- 2.2 Open edX Configuration -- 3 Discussion and Results -- 4 Conclusions -- References -- Implementation of Time-Frequency Moments for the Classification of Atrial Fibrillation Sequences Through a Bidirectional Long-Short Term Memory Network -- 1 Introduction -- 2 Background -- 2.1 Recurrent Neural Networks -- 2.2 Short Time Fourier Transform -- 3 Implementation -- 3.1 Data Acquisition/Segmentation -- 3.2 Feature Extraction -- 3.3 Training/Classification -- 4 Experimentation and Results. ; 4.1 Metrics -- 4.2 Results -- 5 Conclusions -- References -- Construction of a Technological Component to Support ISMS for the Detection of Obfuscation in Computer Worm Samples -- 1 Introduction -- 2 Related Work -- 3 Construction of a Technological Component -- 3.1 Code Obfuscate -- 3.2 Use of YARA Ruler in Worm Analysis Tool -- 4 Conclusion and Discussion -- 5 Work Future -- References -- Design and Implementation of an Interactive Photoplethysmography and Galvanic Skin Response Based Gamepad -- 1 Introduction -- 2 Theoretical Background -- 2.1 Biosignals Detection Techniques -- 2.2 Video Games -- 2.3 State of the Art -- 3 Development/Methodology -- 3.1 Design of the Device -- 3.2 Data Collection -- 4 Results -- 4.1 Prototype -- 5 Conclusions -- References -- Simulation and Implementation of an Environmental Monitoring System Based on LPWAN/IoT -- 1 Introduction -- 2 Materials and Methods -- 2.1 Low Power Wireless Communications Technologies -- 2.2 Internet of Things (IoT) -- 2.3 Serial Communication and Oriented Connection Protocols -- 3 Development -- 3.1 Hardware -- 3.2 Data Frame Structure -- 3.3 IoT Final Application Development -- 4 Results and Discussion -- 4.1 Acquisition Nodes -- 4.2 Final Structure of Data Frames -- 4.3 IoT Final Application Interface -- 5 Conclusions -- 6 Future Work -- References -- Blockchain Technology Applied to Health Care Supply Chain -- 1 Introduction -- 2 Preliminaries -- 2.1 Blockchain -- 2.2 Main Characteristics of Blockchain -- 2.3 Smart Contracts -- 2.4 Usage of Smart Contracts -- 3 Potential Uses -- 3.1 Supply Chain -- 3.2 Healthcare System -- 3.3 Financial System -- 4 Smart Contract in Supply Chain -- 4.1 Business Process Model and Notation -- 5 Healthcare Supply Chain Management -- 5.1 BPMN Model Description -- 6 Related Works -- 7 Conclusions -- References. ; Analysis of Music Provenanced of Intelligence Artificial and its Possible Advantages in Therapeutic Non-pharmacologic -- 1 Introduction -- 2 Experimental Design -- 2.1 Structural Phase -- 2.2 Cognitive Phase -- 2.3 Background -- 2.4 Materials -- 2.5 Selected Data -- 3 Results -- 3.1 Structural Phase -- 3.2 Data Set -- 3.3 Histograms -- 3.4 Matrix of Correlation -- 3.5 Wilcoxon -- 3.6 Interpretation of Results -- 3.7 Conclusions About Structural Phase -- 3.8 Cognitive Phase -- 3.9 Data Set -- 3.10 Histograms -- 3.11 Wilcoxon -- 4 Conclusions -- 4.1 Discussion -- 4.2 Final Posture -- 4.3 Future Work -- References -- Methodology for the Acquisition and Forensic Analysis of a Remote Piloted Aircraft System (RPAS) -- 1 Introduction -- 2 Research Problem -- 2.1 Description of the Problem -- 2.2 Research Justification -- 2.3 Research Contribution -- 2.4 Hypothesis -- 3 Theoretical Framework -- 3.1 Existing Mythologies Regarding Forensic Analysis of Digital and Electronic Evidence -- 3.2 Fundamental Operating Components of a Remotely Piloted Aircraft System -- 3.3 Hardware and Software Tools Used for Digital Forensic Analysis of Drones -- 3.4 Legislation in Force Regarding the Operation and Use of Drones -- 4 Methodological Framework -- 4.1 Phase 1 - Identification and Analysis of the Regulations, Standards, and Methodologies Associated with the Treatment of Digital and Electronic Evidence -- 4.2 Phase 2 - Analysis of the Hardware, Electronics, and Software Architecture of a Drone -- 4.3 Phase 3 - Experimental Method -- 5 Development -- 5.1 Phase 1: Identification and Analysis of Regulations, Standards, and Methodologies Associated with the Treatment of Digital and Electronic Evidence -- 5.2 Phase 2: Analysis of the Hardware, Electronics, and Software Architecture of a Drone -- 5.3 Phase 3: Experimental Method -- 6 Results -- 6.1 Stage 1 - Collection. ; 6.2 Stage 2 - Acquisition.
• Titolo autorizzato: Telematics and Computing
• ISBN: 3-031-18082-8
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 996495559803316
• Lo trovi qui: Univ. di Salerno
• Serie: Communications in computer and information science ; ; Volume 1659.