
Recent Advances and Emerging Challenges in STEM
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This book covers the works presented at the workshop aimed at bridging academia, industry, and society, fostering collaboration among lecturers, technicians, researchers, and students. It delves into functional materials, tribo-mechanical behavior, bio-residues, and biopolymers. Some chapters explore computer architecture, artificial intelligence, smart cities, sustainable industries, and life cycle assessment. Additionally, the book addresses emerging pollutants, cellular and bacterial behavior, powder technology, applied physics, applied mathematics, industrial and environmental chemistry, product design, industrial robotic systems, and deep learning systems.
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Content
- Intro
- Contents
- Development of Low-Calorie Mayonnaise-Type Sauces Enriched with the Prebiotic Plantago Ovata
- 1 Introduction
- 2 Materials and Methods
- 2.1 Materials
- 2.2 Preparation of Emulsions
- 2.3 Physical Stability
- 2.4 Linear Viscoelasticity
- 2.5 Central Composite Design (CCD)
- 3 Results and Discussion
- 3.1 Physical Stability
- 3.2 Rheology
- 3.3 Central Composite Design (CCD)
- 4 Conclusions
- Bibliography
- Extraction and Characterization of Carboxymethyl-cellulose from Cocoa Pod Husk
- 1 Introduction
- 2 Materials and Methods
- 2.1 Materials and Sample Preparation
- 2.2 Cellulose Extraction
- 2.3 Methods
- 3 Results and Discussion
- 3.1 Cellulose Extraction and Carboxymethylation
- 3.2 Purification and Determination of Molecular Weight of NaCMC
- 3.3 FTIR Analysis
- 3.4 Rheological Tests
- 4 Conclusions
- References
- Set-Up of Amorphous Powder Sintering Process by Means of Electrical Discharge of Capacitors
- 1 Introduction
- 2 Experimental Procedure and Materials
- 3 Results and Discussion
- 3.1 Evolution of Densification
- 3.2 Microstructural Analysis by XRD
- 3.3 Evolution of Microhardness
- 3.4 Evolution of Electrical Resistivity
- 4 Conclusion
- References
- Characteristics of Mechanically Alloyed Amorphized Ferromagnetic Particles of Fe78Si22 Y Fe78Si9B13
- 1 Introduction
- 2 Experimental Procedure
- 3 Results and Discussion
- 3.1 X-Ray Diffraction
- 3.2 TEM Analysis
- 4 Conclusions
- References
- Calculation and Design of the Support Structure for Lifting Boiler Drum in Thermoelectric
- 1 Introduction
- 2 Methods
- 2.1 Hydraulic Elevators
- 2.2 Analysis of Lifting Boiler Drums
- 2.3 Determination of the Design Load [1]
- 2.4 Results and Discussion
- 3 Conclusions
- References
- Surface Modification of Titanium Dental Implant by Hydrofluoric Acid and an Organic Inhibitor Etching
- 1 Introduction
- 2 Materials and Methods
- 2.1 Surface Modification Process
- 2.2 Weight Loss, Surface Characterization, and Corrosion Test
- 3 Results and Discussions
- 3.1 Weight Loss of Dental Implants in the Acid Etching Process
- 3.2 Surface Characterization
- 3.3 Corrosion Behavior in Physiological Saline Solution
- 4 Conclusions
- References
- 3D Printed Porous Ceramic Implants Infiltrated with Biodegradable Biopolymer Composites for Improved Mechanical and Biofunctional Behaviour
- 1 Introduction
- 2 Material and Methods
- 2.1 Scaffold Manufacturing and Characterization
- 2.2 Biopolymer Synthesis and Infiltration
- 2.3 Swelling Studies
- 2.4 Degradation Studies
- 2.5 Apatite Formation Ability
- 3 Results and Discussion
- 4 Conclusions
- References
- Study on the Efficiency of Hydrochloric Acid Recovery from Industrial Effluents by Distillation
- 1 Introduction
- 2 Spent Electrolyte from Antimony and Bismuth Removal Facilities
- 3 Experimental Procedure
- 4 Results
- 4.1 Study on Eluate Conditions and Test Temperature Calculation
- 4.2 Distillation Results
- 5 Conclusions
- References
- Gelation Properties of a Sustainably Produced Fava Bean Concentrate
- 1 Introduction
- 2 Materials and Methods
- 2.1 Faba Bean Protein Concentrate: Solubility as a Function of pH and Potential Z
- 2.2 Preparation and Rheological Characterization of Gels
- 2.3 Texture Profile Analysis of Gels
- 2.4 Water Retention Capacity (WHC) and Moisture of Gels
- 2.5 Statistical Analysis
- 3 Results and Discussions
- 3.1 Solubility vs pH and Potential Z
- 3.2 Characteristics of Gels
- 3.3 Rheological Characterization of Dispersions and Gels
- 4 Conclusion
- References
- Specific Absorption Rate Evaluation of Encapsulated SPION for Combined Hyperthermia Therapy and Drug Delivery Systems
- 1 Introduction
- 2 Materials and Methods
- 2.1 Synthesis of SPION@Oleic
- 2.2 Ligand Exchange, SPION@DMSA
- 2.3 Synthesis of Chitosan Nanocapsules
- 3 Results and Discussion
- 3.1 Morphological Characterization
- 3.2 Structural Characterization
- 3.3 Hyperthermic Characterization
- 4 Conclusions
- References
- Optimization of Flocculation in Dairy Industry Wastewaters Treatment
- 1 Introduction
- 2 Materials and Methods
- 2.1 Materials
- 2.2 Focused Beam Reflectance Measurement System (FBRM)
- 2.3 Flocculation Trials
- 3 Results and Discussion
- 3.1 Preliminary Flocculant Selection
- 3.2 Optimization of the Selected Flocculant Dosage
- 3.3 Comparison of Flocculants at a Dosage of 5 mg/L
- 4 Conclusions
- References
- SingSol: A Web Application for Singularity Analysis in Multi-material Corners with Homogeneous Boundary Conditions
- 1 Introduction
- 2 Software Description
- 2.1 Front-End
- 2.2 Back-End
- 3 Graphical Example
- 4 Conclusions and Future Developments
- References
- Mechanical Properties on Electrospun Polymeric Membranes: AFM Measurement Methods
- 1 Introduction
- 2 AFM Methods on the Characterization of Electrospun Fibers
- 3 Last Advancements on AFM Fiber Mechanical Properties Characterization
- 3.1 Parametric Methods
- 3.2 FDC Methods
- 4 Challenges and Future Perspectives
- References
- Metallic Nanowires for Electromagnetic Interference Shielding
- 1 Introduction
- 2 Experimental Procedure
- 3 Results and Discussion
- 4 Conclusions
- References
- Thermo-Reversible Oleogels Formulated with Monoglycerides or Beeswax as Oleogelator for Food Applications
- 1 Introduction
- 2 Materials and Methods
- 2.1 Materials
- 2.2 Methods
- 3 Results and Discussion
- 3.1 Determination of Linear Viscoelastic Range
- 3.2 Frequency Sweeps
- 3.3 Temperature Ramps
- 3.4 Stability of the Systems Studied at 37 °C
- 4 Conclusions
- References
- Effect of High-Impact Dry-Milling on Particle Size, Pasting Properties and Microstructural Characteristics of Buckwheat Flour
- 1 Introduction
- 2 Materials and Methods
- 2.1 Samples
- 2.2 High-Impact Dry-Milling
- 2.3 Particle Size Distribution
- 2.4 Pasting Properties
- 2.5 Scanning Electron Microscopy (SEM)
- 2.6 Statistical Analysis
- 3 Results and Discussion
- 3.1 Particle Size Distribution
- 3.2 Pasting Properties
- 3.3 Microstructure
- 4 Conclusions
- References
- Impact Performance of Composite Sandwich Shells with Cork Core
- 1 Introduction
- 2 Materials and Experimental Procedure
- 3 Results and Discussion
- 4 Conclusions
- References
- Environmentally-Friendly Lubricating Dispersions Obtained Using Castor Oil and Cellulose Acetate Derivatives Nanostructures
- 1 Introduction
- 2 Experimental
- 2.1 Materials
- 2.2 Solutions Preparation and Characterization
- 2.3 Preparation of Dispersions
- 3 Results
- 3.1 Solutions Characterization
- 3.2 Morphological Results of Electrospinning
- 3.3 Rheological Results
- References
- Design and Characterization of Porous Titanium Scaffolds: An Alternative for Dental Implant
- 1 Introduction
- 2 Materials and Methods
- 3 Results and Discussion
- 4 Conclusion
- References
- Facile Synthesis of Ag Nanodendrites Decorated with Bimetallic Nanoparticles for Enhanced SERS Applications
- 1 Introduction
- 2 Materials and Methods
- 2.1 Materials
- 2.2 Methodology
- 3 Results and Discussion
- 3.1 SEM
- 3.2 SERS Performance Evaluation
- 4 Conclusions
- References
- Fabrication of Bimetallic Nanodendrites Using the Electrodeposition Technique for the Detection of Molecules at Trace Level by SERS
- 1 Introduction
- 2 Materials and Methods
- 2.1 Materials and Reagents
- 2.2 Electrodeposition
- 2.3 Characterization Techniques
- 2.4 Evaluation of SERS Substrates
- 3 Results and Discussion
- 3.1 Ag-Cu and Ag-Au Bimetallic Nanodendrites
- 3.2 Evaluation of Ag-Cu and Ag-Au Dendrites as SERS Substrates
- 4 Conclusions
- References
- Picomolar Detection of Rhodamine 6G by SERS Using Silver Nanodendrites Decorated with Au and Cu-Au Bimetallic Nanoparticles
- 1 Introduction
- 2 Materials and Methods
- 2.1 Materials
- 2.2 Synthesis of Ag Nanodendrites (AgDs)
- 2.3 Decoration of Ag Nanodendrites with Au and Cu-Au NPs
- 2.4 SEM Characterization
- 2.5 Evaluation of Decorated Ag Nanodendrites as SERS Substrates
- 3 Results and Discussion
- 3.1 Decorated Silver Nanodendrites
- 3.2 SERS Substrates Evaluation
- 4 Conclusions
- References
- Electrical Impedance: An Effective Technique to Detect Volumetric and Surface Microstructural Variations in Materials
- 1 Introduction
- 2 Materials and Methods
- 3 Results and Discussion
- 4 Conclusions
- References
- An Anisotropic Phase-Field Approach for Fracture of Residually Stressed Cylindrical Structures
- 1 Theoretical Basis
- 1.1 Basic Definitions
- 1.2 The Phase-Field Approach for Fracture
- 1.3 Constitutive Formulation
- 1.4 Residual Stresses Implementation
- 2 Numerical Examples
- 2.1 Benchmark Cases
- 2.2 Cylindrical Prestressed Structures
- 3 Conclusions
- References
- Essential Properties in Toys for Children with Autism: Analysis of Materials and Manufacturing Processes
- 1 Introduction
- 2 Methods
- 3 State of the Art: Materials and Manufacturing Techniques in the Toy Sector
- 4 Main Material Properties in Toy Design for Autism
- 5 Analysis of Materials with Granta Edupack
- 6 Case Study
- 7 Conclusions
- References
- Proposal of a Methodology for Measurements of Mechanical Properties of Polymers
- 1 Introduction
- 2 Materials and Methods
- 3 Materials and Methods
- 3.1 Film Preparation. Crystallinity Control
- 3.2 Tests with Polyamides and Polyesteramides
- 4 Conclusions
- References
- Mixture Design for the Development of Biodegradable Active Strands Based on Acetylated Cassava Starch, Chitosan and Oregano Essential Oil
- 1 Introduction
- 2 Materials and Methods
- 2.1 Materials
- 2.2 Preparation of Acetylated Starch
- 2.3 Extrusion Process
- 2.4 Extruder Characterization
- 2.5 Mixture Design and Statistical Analysis
- 3 Results and Discussion
- 4 Conclusions
- References
- Enantioselective Adsorption and Desorption Behaviour of Chiral Ofloxacin and Its Main Metabolites in Agricultural Soils
- 1 Introduction
- 2 Materials and Methods
- 2.1 Chemicals and Reagents
- 2.2 Sampling and Soil Characterization
- 2.3 Batch Experiments
- 2.4 LC-MS/MS Analysis
- 2.5 Data Analysis
- 3 Results and Discussion
- 3.1 Adsorption Kinetics
- 3.2 Adsorption/desorption of Ofloxacin and Its Metabolites in Studied Soils
- 3.3 Adsorption Isotherms
- 4 Conclusions
- References
- Formulation of Nanostructured SiO2/D-Limonene Heat Transfer Fluids
- 1 Introduction
- 2 Experimental and Methodology
- 2.1 Materials
- 2.2 Thermal Characterisation
- 2.3 Rheological Properties
- 3 Results and Discussion
- 3.1 Thermal Properties
- 3.2 Rheological Properties
- 4 Conclusions
- References
- Starch Crystallinity and Microstructure of Thermo-Mechanical Modified Quinoa Flours
- 1 Introduction
- 2 Materials and Methods
- 2.1 Samples
- 2.2 Planetary Ball Milling
- 2.3 X-ray Diffraction (DRX)
- 2.4 Scanning Electron Microscopy (SEM)
- 3 Results
- 3.1 X-ray Diffraction (DRX)
- 3.2 Scanning Electron Microscopy (SEM)
- 4 Conclusions
- References
- Last Advancements on Molecular Confinement of Polymeric Nanomaterials
- 1 Introduction
- 2 Confinement in Polymer Nanostructures and Nanocomposites
- 3 Confinement in Polymer Porous Materials
- 4 Conclusions
- References
- Evolution of Extremely Fast Electrical Discharge Sintering of Ti-Al Alloy
- 1 Introduction
- 2 Materials and Methods
- 3 Results and Discussion
- 3.1 Compaction Pressure
- 3.2 Compaction Load
- 3.3 Thermal Energy Generated and Specific Thermal Energy
- 3.4 Current Intensity Applied
- 3.5 Electrical Resistance
- 3.6 Overall Porosity
- 3.7 Optical Metallography
- 4 Conclusions
- References
- Emerging Technologies in Industry 5.0: Sustainable Innovation for a Value-Driven Future
- 1 Introduction
- 2 Literature Review
- 3 Results and Discussion
- 4 Conclusions
- References
- Complex Projects Management: Metrics for the Analysis of Structural and Co-Evolutionary Dynamics
- 1 Introduction
- 2 Metrics to Measure Complexity
- 3 Proposal of a Metric to Measure Complexity
- 4 Case Study: Marismas del Odiel Wastewater Treatment Plant
- 4.1 Main Stakeholders in the Project
- 4.2 Application of the Complexity Tool to WWTP Marismas Del Odiel
- 4.3 Discussion
- 5 Conclusions
- References
- Evaluation of the Mechanical Response in an Electric Motorcycle Wheel
- 1 Introduction
- 2 Materials and Methods
- 3 Results and Discussion
- 3.1 Results of the Static Studies
- 3.2 Results of the Pseudo Dynamic Studies
- 3.3 Frequency Study
- 4 Conclusions
- References
- Procedure to Determine the Hydraulic Resistance Force in a Shock Absorber
- 1 Introduction
- 2 Materials and Methods
- 3 Results and Discussion
- 4 Conclusions
- References
- A SNN-Based Implementation of a Spiking Counter for Filtering and Processing Spike Trains in Real Time
- 1 Introduction
- 2 Materials
- 2.1 Spiking Neural Networks
- 2.2 SpiNNaker
- 2.3 Neuron Parameters
- 3 Design
- 3.1 Latches
- 3.2 AND Gates
- 4 Experimentation and Results
- 4.1 Ideal vs Real
- 4.2 Filtering QRS in ECG
- 5 Discussion
- 6 Conclusions
- References
- Automated Methods for Optimization of Aerospace Structures
- 1 Introduction
- 2 Methodology
- 3 Results and Discussion
- 4 Conclusions
- References
- Using CAD/CAE Systems and NSGA-II Algorithm to Optimize the Design of a Solar Desalination Plant
- 1 Introduction
- 2 Mathematical Model
- 2.1 Heat Losses and Pressure Drop
- 3 Materials and Methods
- 3.1 MOEA Scheme
- 4 Results and Discussion
- 4.1 Proposed Methodology
- 4.2 Conclusions
- References
- A Computational Approach to a Neuromorphic Sequential Memory Bio-Inspired on the Hippocampus and Entorhinal Cortex Formation
- 1 Introduction
- 2 Materials
- 3 Hippocampus Computational Memory Model
- 3.1 Architecture
- 3.2 Operating Principle
- 4 Experimentation and Results
- 5 Discussion
- 6 Conclusions
- References
- The Impact of New Technologies on Occupational Safety and Health from the Point of View of Their Academic Interest
- 1 Introduction
- 2 Methodology
- 3 Results and Discussion
- 4 Conclusions
- Reference
- Spiking Convolution Engine for Spiking Convolution Neural Networks
- 1 Introduction
- 2 Background
- 3 SCNN Accelerator
- 3.1 Architecture
- 3.2 Convolution Engine
- 3.3 Hardware Implementation
- 4 Experimental Results
- 5 Conclusions
- References
- Towards the Design and Prototyping of Next Generation Advance Warning Triangle V-16 and V-27 Smart and Connected Devices
- 1 Introduction
- 2 State of the Art
- 3 Design Process and Tests Performed
- 3.1 Design
- 3.2 Tests
- 4 Results and Discussion
- 5 Conclusions
- References
- Study and Analysis of the Heterogeneity of a Prostate Cancer Dataset: First Steps on the Release of a Multicenter Strongly-Annotated Dataset
- 1 Introduction
- 2 Materials
- 3 Results
- 3.1 Stain Heterogeneity Analysis Results
- 3.2 Deep Learning Results
- 4 Discussion
- 5 Conclusions
- References
- Design, Implementation and Testing of Wearable System and Application for Sleep Study
- 1 Introduction
- 2 Materials and Methods
- 2.1 Hardware Device
- 2.2 Software Application
- 3 Results and Discussion
- 4 Conclusions
- References
- Design and Development of a Sensorised Sports Waistcoat
- 1 Introduction
- 2 Materials and Methods
- 2.1 Collected Data
- 2.2 System Design
- 3 Results and Discussion
- 4 Conclusions
- References
- Indoor Positioning System for Nursing Homes
- 1 Introduction
- 2 Materials and Methods
- 2.1 Beacons
- 2.2 Software Application
- 3 Results and Discussion
- 4 Conclusions
- References
- Smart Cane for the Visually Impaired
- 1 Introduction
- 2 Smart Cane Design
- 2.1 Hardware
- 2.2 Software
- 2.3 Evaluation Plan
- 3 Results and Discussion
- 3.1 Ultrasonic Sensor
- 3.2 Works Comparison
- 4 Conclusions
- References
- Automatic Identification of Unharvested Table Olives in Hyperspectral Imaging for Decision-Support Applications
- 1 Introduction
- 2 Methodology
- 3 Proposed Model
- 4 Results and Discussion
- 5 Conclusion
- References
- Auto-tuning System for Maximum Operating Frequency in FPGA by Dynamic Reconfiguration
- 1 Introduction
- 2 Xilinx 7 Series FPGA Clocking Resources
- 3 Dynamic Reconfiguration Technique
- 3.1 Clock Generation Block
- 3.2 Control Block
- 3.3 Device Under Test
- 4 Application Example of the Dynamic Reconfiguration Technique
- 5 Analysis and Comparison of Results
- 5.1 Simulation and Timing Analysis Results
- 5.2 Experimental Results
- 6 Conclusions
- References
- Interoperability Between BIM and LCA Software: Case Study of an Industrial Building
- 1 Introduction
- 2 Literature Review
- 3 Method
- 4 Results
- 4.1 Analysis of Environmental Parameters Integrated into a BIM Model
- 4.2 Comparative Study of Life Cycle Assessment (LCA) Software
- 4.3 Interoperability Between the BIM Case Study and Life Cycle Assessment (LCA) Software
- 5 Conclusions
- References
- Causal Map of the Safety and Quality Management System for the Prevention of Foodborne Diseases
- 1 Introduction
- 1.1 Context
- 1.2 Traditional Theory and Literature Review
- 2 Materials and Methods
- 2.1 Research Design
- 2.2 Diagnosis of the Organization's Food Safety System
- 3 Results
- 3.1 Diagnosis of Prerequisite Programs and Sanitary Hygiene Profile
- 3.2 Causal Map Design
- 3.3 Improvement Proposal
- 3.4 Proposal for Developing the HACCP Plan
- 4 Conclusions
- References
- Design of Low-Cost Mature-Tomato Automatic Harvesting Robots
- 1 Introduction
- 2 Design of the Low-Cost Harvester Robot
- 2.1 Computer Vision System
- 2.2 Mechatronic System
- 2.3 Gripper System
- 3 Laboratory Analysis
- 3.1 Study Cases
- 3.2 Results
- 4 Conclusion and Future Works
- References
- Cluster Innovation: A Bibliographic and Bibliometric Review in SMEs
- 1 Introduction
- 2 Literature Review
- 2.1 Background of Cluster Innovation
- 2.2 Cluster Innovation in SMEs
- 2.3 Implications of Clusters for Local Development Strategies
- 3 Bibliometric Review
- 4 Conclusions
- References
- Prediction of the Microinvasion of Melanoma Using Supervised Deep Convolutional Neural Networks
- 1 Introduction
- 2 Related Works
- 3 Materials
- 3.1 Dataset
- 3.2 Image Processing
- 3.3 Deep Learning
- 4 Results
- 5 Discussion
- 6 Conclusions
- References
- Projection of Significant Wave Height in Gulf of Mexico
- 1 Introduction
- 2 Materials and Method
- 2.1 Study Area and Data Source
- 2.2 Mathematical Methods Used in Projection of Hs
- 3 Results and Discussion
- 3.1 Study Area and Data Source
- 3.2 Projection of Hs in GM
- 4 Conclusions
- References
- The Education of the Future: A Renewing Convergence Between Artificial Intelligence and Education 4.0
- 1 Introduction
- 2 Materials and Methods
- 3 Main Results
- 4 Discussion and Open Problems
- 5 Conclusions
- References
- Detection of Gait-Related Activities from Accelerometer Signals Obtained from the Ankle
- 1 Introduction
- 2 Material and Methods
- 2.1 Deep Neural Network Classifiers
- 2.2 Dataset
- 2.3 Methodology
- 3 Results
- 3.1 Dataset
- 3.2 Classification Problems
- 4 Discussion
- 5 Conclusions
- References
- Hybrid Instruments for Construction Project Management
- 1 Introduction
- 2 Materials and Methods
- 3 Results and Discussion
- 4 Conclusions
- References
- A Feedback Sensor Based on Spiking Neural Networks for Real-Time Robot Adaption
- 1 Introduction
- 2 Materials
- 2.1 Spiking Neural Network Architecture (SpiNNaker)
- 2.2 Robotic Platform
- 2.3 FPGA
- 2.4 Force Sensitive Resistors (FSR)
- 3 Methodology
- 3.1 Digital System
- 3.2 SpiNNaker Platform
- 3.3 Neural Network
- 4 Results
- 5 Discussion and Conclusions
- References
- Development of an AI-Based Digital Twin Model for Wastewater Treatment Plant
- 1 Introduction
- 2 Proposed System Architecture
- 3 Case Study and Results
- 3.1 Source Data
- 3.2 Modeling Techniques
- 3.3 Model Comparison
- 3.4 Examples of Digital Twin Execution
- 4 Conclusions and Future Research Lines
- References
- Performance Analysis of CNNs Deployed on Low Power Arquitectures
- 1 Introduction
- 2 Methodology
- 2.1 CNN Development on FPGAs
- 2.2 Development on GPU-Based SoC
- 3 Results
- 3.1 Model Performance
- 3.2 Energy Consumption
- 3.3 FPS Rate
- 3.4 Efficiency Measurement
- 4 Conclusions
- References
- Application of Lean-Green Paradigms as a Contribution to Sustainable Maintenance: A Case Study
- 1 Introduction
- 2 Materials and Methods
- 2.1 Procedure for Lean-Green Maintenance Management in Plastics Industry
- 3 Materials and Methods
- 3.1 Phase I. Lean and Green Diagnostics in Maintenance Management
- 3.2 Phase II. Lean and Green Maintenance Planning
- 3.3 Phase III. Execution and Continuous Improvement
- 4 Conclusions
- References
- Vision of Intelligent Processes from a Scientific Production Analysis
- 1 Introduction
- 2 Materials and Methods
- 3 Results
- 3.1 Academic Productivity
- 3.2 Productivity and Impact by Sources
- 3.3 Productivity and Impact by Authors
- 3.4 Co-citation Analysis
- 3.5 Lines of Productivity
- 4 Discussion
- 5 Conclusions
- References
- Occupational Risk Management for Individuals with Autism Spectrum Disorder: Current Status and Perspectives
- 1 Introduction
- 2 Methodology
- 3 Results and Discussion
- 3.1 Orientation of Bibliographic Sources Resulting from the Search
- 4 Conclusions
- References
- A Comprehensive Bird Ecosystem Monitorization and Analysis Tool from Sound Recognition Using Machine Learning
- 1 Introduction
- 2 Material and Methods
- 2.1 Bird Recognition from Sounds
- 2.2 Application Design
- 3 Results
- 3.1 Bird Recognition System
- 3.2 Web Application
- 3.3 System Tests
- 4 Discussion
- 5 Conclusions
- References
- Author Index
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