Tabla de Contenidos: “…Desastres y salud pública -- Definición -- Panorama mundial sobre los desastres -- Ciclo de los desastres -- Fase de preparación -- Fase de alerta -- Fase de impacto -- Fase de emergencia, socorro o asistencia humanitaria -- Fase de rehabilitación y reconstrucción -- Respuesta temprana a un desastre -- Preparación para la respuesta inmediata ante emergencias o desastres -- Acciones del sector salud como respuesta temprana emergencias o desastres -- Abastecimiento de agua y sus buenas condiciones para el consumo -- Fomento de la higiene personal y ambiental -- En el concepto de higiene personal -- En relación con la disposición de excretas -- En cuanto a los desechos sólidos -- Manejo de aguas residuales -- Seguridad alimentaria -- Refugios y asentamientos -- Artículos de uso -- Servicios de salud -- Indicadores -- Bibliografía -- Capítulo 12 .TIC y salud pública -- Introducción -- Conceptos básicos -- Tecnologías de la Información y la Comunicación (TIC) -- eSalud -- Telemedicina -- IoT -- Big data en salud -- Inteligencia artificial en salud -- Contexto de las tecnologías de la información y la comunicación (TIC) en la salud pública -- Tecnologías de la información y la comunicación (TIC) en las competencias de la salud pública -- Tecnologías de la información y la comunicación (TIC) en la promoción, información, educación y form -- Tecnologías de la información y la comunicación (TIC) en el monitoreo y seguimiento del tratamiento -- Tecnologías emergentes en apoyo a la salud pública -- Monitoreo continuo -- Supermercado de la salud -- Hogar conectado -- Acceso automático del paciente -- Círculos del cuidado vital…”

Tabla de Contenidos: “…Chapter 4: Managing Change in Data Science -- Understanding Change Management in Data Science -- Approaching Change in Data Science -- Recognizing what to avoid when driving change in data science -- Using Data Science Techniques to Drive Successful Change -- Using digital engagement tools -- Applying social media analytics to identify stakeholder sentiment -- Capturing reference data in change projects -- Using data to select people for change roles -- Automating change metrics -- Getting Started -- Part 2: Making Strategic Choices for Your Data -- Chapter 5: Understanding the Past, Present, and Future of Data -- Sorting Out the Basics of Data -- Explaining traditional data versus big data -- Knowing the value of data -- Exploring Current Trends in Data -- Data monetization -- Responsible AI -- Cloud-based data architectures -- Computation and intelligence in the edge -- Digital twins -- Blockchain -- Conversational platforms -- Elaborating on Some Future Scenarios -- Standardization for data science productivity -- From data monetization scenarios to a data economy -- An explosion of human/machine hybrid systems -- Quantum computing will solve the unsolvable problems -- Chapter 6: Knowing Your Data -- Selecting Your Data -- Describing Data -- Exploring Data -- Assessing Data Quality -- Improving Data Quality -- Chapter 7: Considering the Ethical Aspects of Data Science -- Explaining AI Ethics -- Addressing trustworthy artificial intelligence -- Introducing Ethics by Design -- Chapter 8: Becoming Data-driven -- Understanding Why Data-Driven Is a Must -- Transitioning to a Data-Driven Model -- Securing management buy-in and assigning a chief data officer (CDO) -- Identifying the key business value aligned with the business maturity -- Developing a Data Strategy -- Caring for your data -- Democratizing the data -- Driving data standardization…”

Tabla de Contenidos: “…Navarro Mendizabal - Régimen jurídico-administrativo de la inteligencia artificial / Ariana Expósito Gázquez - Ciberataques, lesiones a bienes jurídicos y derecho penal / Guillem Torraguitart Munuera - CAPÍTULO 8. …”

Tabla de Contenidos: “…10.3.1 Graphene and Its Structural Defects -- 10.3.2 The Emergence of Bioinformatics: Applications and Methodologies -- 10.3.3 Current Trends in Biomolecular Simulation and Modeling -- 10.4 Machine Learning -- 10.4.1 ML Methods for 2D Materials -- 10.4.2 ML for Force Field Development and Parameterization -- 10.4.3 ML for Protein Structure Prediction -- 10.5 Summary -- References -- Chapter 11 Machine Learning for Materials Science: Emerging Research Areas -- 11.1 Introduction -- 11.2 Applications of ML in Materials Science -- 11.2.1 Additive Manufacturing -- 11.2.2 Combinatorial Synthesis and Machine Learning-Assisted Discovery of Thin Films -- 11.2.3 Machine Learning-Assisted Properties Prediction of Bulk Alloys -- 11.2.4 Design of Drug-Releasing Materials with Machine Learning -- 11.2.5 AI and ML Tools for Search and Discovery of Quantum Materials -- 11.3 Gaps and Barriers to Implementation -- References -- Chapter 12 The Future of Data Science in Materials Science -- 12.1 Introduction -- 12.2 Learning with Small Training Datasets -- 12.2.1 Data Augmentation -- 12.2.2 Semisupervised Learning -- 12.2.3 Transfer Learning -- 12.2.4 Few-Shot Learning -- 12.3 Physics-Inspired Neural Networks -- 12.4 Digital Twins -- 12.5 Data-Centric Artificial Intelligence -- 12.5.1 Data Collection -- 12.5.2 Robust and Fair Model Training -- 12.5.3 Continuous Learning -- 12.6 GPT Models -- 12.7 Future Directions in Using ML for 2D Materials -- References -- Index…”

Tabla de Contenidos: “…Using the serialized files in the editor -- Accessing the .asset files in the code -- Adding NPCs and a conversation system to our game -- Let the player walk around the NPC -- Stopping the player from walking through the NPC -- Getting the NPCs talking -- The conversation object -- Saving and serializing the object for later -- The conversation component -- Building a basic conversation system -- The manager -- Starting a conversation -- Preparing the UI -- Displaying the conversation -- Connecting the dots -- Going further -- Summary -- Chapter 7: The World Map -- The larger view -- Types of map -- Fixed maps -- Generated maps -- In-game generated maps -- Going procedural -- Creating our game's map -- Adding the world map -- Adding a player prefab to the overworld -- Adding places of interest -- Leaving town -- Creating a NavigationManager script -- Blocking off paths -- Updating build settings to include new scenes -- Changing scenes -- Returning to town -- Updating the NavigationManager script -- Going further -- Summary -- Chapter 8: Encountering Enemies and Running Away -- Event systems -- Exploring randomness -- True randomness -- Planning for random code/generation -- Basic Artificial Intelligence -- State machines -- Defining states -- Simple singular choice -- Planning for multiple cases -- State managers -- Sensors -- Setting up your battle scene -- Building the new scene -- Adding the first enemy -- Spawning the Dragons -- Creating the BattleManager -- Allowing the player to run away -- Starting the battle -- Saving the map position -- Stop immediately re-entering battle -- Going back to town -- Going further -- Summary -- Chapter 9: Getting Ready to Fight -- Setting up our battle state manager -- The battle state manager -- Getting to the state manager in the code -- Starting the battle -- Introductory animation…”

Tabla de Contenidos: “…. -- See also -- Democratizing Artificial Intelligence…”

Tabla de Contenidos: “…FILIACIÓN Y FECUNDACIÓN ASISTIDA -- 12.1 CONCEPTO DE FILIACIÓN -- 12.2 CLASES DE FILIACIÓN -- 12.2.1 FILIACIÓN MATRIMONIAL -- 12.2.2 FILIACIÓN EXTRAMATRIMONIAL -- 12.2.3 FILIACIÓN CIVIL O ADOPTIVA -- 12.2.4 EFECTOS JURÍDICOS -- 12.3 PROGRESO CIENTÍFICO EN MATERIA DE REPRODUCCIÓN HUMANA Y SUS CONSECUENCIAS EN EL DERECHO FAMILIAR -- 12.3.1 REPRODUCCIÓN ASISTIDA -- 12.3.2 INSEMINACIÓN ARTIFICIAL -- 12.3.3 FORMAS DE FECUNDACIÓN IN VIVO E IN VITRO -- 12.3.4 CONGELACIÓN DE MATERIAL GENÉTICO -- 12.3.5 MATERNIDAD SUBROGRADA Y ARRENDAMIENTO DE VIENTRE -- 12.3.6 FECUNDACIÓN POST MORTEM -- 12.3.7 CONSECUENCIAS JURÍDICAS -- 12.4 INVESTIGACIÓN DE LA PATERNIDAD Y DE LA MATERNIDAD -- 12.4.1 INVESTIGACIÓN DE MATERNIDAD -- 12.4.2 INVESTIGACIÓN DE PATERNIDAD -- 12.4.3 ACCIÓN DE INVESTIGACIÓN DE LA PATERNIDAD Y DE LA MATERNIDAD -- 12.4.4 PRUEBAS DE FILIACIÓN Y DIVERSAS TÉCNICAS DEL AVANCE CIENTÍFICO -- 12.4.5 PRUEBAS DE FILIACIÓN MATRIMONIAL -- 12.4.6 POSESIÓN DE ESTADO -- 12.5 FILIACIÓN EXTRAMATRIMONIAL -- 12.6 RECONOCIMIENTO VOLUNTARIO -- 12.6.1 REQUISITOS ESENCIALES PARA EL RECONOCIMIENTO Y SUS CARACTERÍSTICAS -- 12.6.2 REQUISITOS FORMALES DEL RECONOCIMIENTO -- 12.7 CONSECUENCIAS JURÍDICAS DEL RECONOCIMIENTO VOLUNTARIO O FORZOSO DE UN HIJO -- ACTIVIDADES DE EVALUACIÓN -- UNIDAD 13. …”

Tabla de Contenidos: “…4.5.3 Satellite Communication Based on Quantum Computing -- 4.5.4 Machine Learning &amp -- Artificial Intelligence -- 4.6 Optical Quantum Computing -- 4.7 Experimental Realisation of Quantum Computer -- 4.7.1 Hetero-Polymers -- 4.7.2 Ion Traps -- 4.7.3 Quantum Electrodynamics Cavity -- 4.7.4 Quantum Dots -- 4.8 Challenges of Quantum Computing -- 4.9 Conclusion and Future Scope -- References -- Chapter 5 Feature Engineering for Flow-Based IDS -- 5.1 Introduction -- 5.1.1 Intrusion Detection System -- 5.1.2 IDS Classification -- 5.2 IP Flows -- 5.2.1 The Architecture of Flow-Based IDS -- 5.2.2 Wireless IDS Designed Using Flow-Based Approach -- 5.2.3 Comparison of Flow- and Packet-Based IDS -- 5.3 Feature Engineering -- 5.3.1 Curse of Dimensionality -- 5.3.2 Feature Selection -- 5.3.3 Feature Categorization -- 5.4 Classification of Feature Selection Technique -- 5.4.1 The Wrapper, Filter, and Embedded Feature Selection -- 5.4.2 Correlation, Consistency, and PCA-Based Feature Selection -- 5.4.3 Similarity, Information Theoretical, Sparse Learning, and Statistical-Based Feature Selection -- 5.4.4 Univariate and Multivariate Feature Selection -- 5.5 Tools and Library for Feature Selection -- 5.6 Literature Review on Feature Selection in Flow-Based IDS -- 5.7 Challenges and Future Scope -- 5.8 Conclusions -- Acknowledgement -- References -- Chapter 6 Environmental Aware Thermal (EAT) Routing Protocol for Wireless Sensor Networks -- 6.1 Introduction -- 6.1.1 Single Path Routing Protocol -- 6.1.2 Multipath Routing Protocol -- 6.1.3 Environmental Influence on WSN -- 6.2 Motivation Behind the Work -- 6.3 Novelty of This Work -- 6.4 Related Works -- 6.5 Proposed Environmental Aware Thermal (EAT) Routing Protocol -- 6.5.1 Sensor Node Environmental Modeling and Analysis -- 6.5.2 Single Node Environmental Influence Modeling -- 6.5.3 Multiple Node Modeling…”

Tabla de Contenidos: “…Cover -- Series Page -- Title Page -- Coyright Page -- Contents -- Preface -- Chapter 1 Advancement in Diagnostic and Therapeutic Techniques for Ischemic Stroke -- 1.1 Introduction -- 1.2 Diagnostic Tools of Ischemic Stroke -- 1.2.1 Preimaging -- 1.2.2 Imaging -- 1.2.2.1 Computed Tomography Scan -- 1.2.2.2 Magnetic Resonance Imaging -- 1.2.2.3 Electromyography -- 1.2.2.4 Electroencephalography (EEG) -- 1.2.2.5 Positron Emission Tomography (PET) -- 1.3 Artificial Intelligence-Based Diagnostic Tools -- 1.4 Blood-Based Protein Biomarker for Stroke -- 1.5 Markers for Endothelial Damage -- 1.6 Markers of Brain Injury -- 1.7 Therapeutic Advances in Ischemic Stroke -- 1.7.1 Ligand-Mediated Active Targeting -- 1.7.2 Nanomedicines That Provide Oxygen to Ischemic Brain Tissue -- 1.7.3 Reducing Oxidative Stress With Nanomedicines -- 1.7.4 Multiple Abnormalities are Controlled by Nanomedicine -- 1.8 Nanoparticles -- 1.8.1 Carbon Nanotubes -- 1.8.2 Dendrimers -- 1.8.3 Metal Nanoparticles -- 1.9 Conclusion -- Future Perspectives -- References -- Chapter 2 Object Detection and Tracking Face Detection and Recognition -- 2.1 Introduction -- 2.2 Motivation -- 2.3 The Basics of Computer Vision -- 2.3.1 Computer Vision -- 2.3.2 Implementation of Computer Vision -- 2.3.3 Applications of Computer Vision -- 2.3.3.1 Image Processing Technique -- 2.3.3.2 Feature Extraction and Feature Selection Technique -- 2.3.3.3 Object Recognition Algorithm -- 2.4 Face Detection -- 2.4.1 What is Face Detection -- 2.4.2 Techniques for Face Detection -- 2.5 Facial Expression -- 2.5.1 Facial Recognition -- 2.5.2 Information About Face -- 2.5.3 Algorithms -- 2.6 Object Detection -- 2.6.1 Object Tracking -- 2.6.2 Algorithms Used in Object Detection -- 2.7 Face Detection and Identification in Practical Situations -- 2.7.1 Face Detection…”

Tabla de Contenidos: “…-- Trabajo de expansión -- Energía eléctrica -- Electrólisis -- Industrias químicas -- La industria -- El cemento -- El hidróxido de sodio -- El amoníaco y los polímeros -- Secretos por descubrir -- Fusión nuclear -- Biogás -- Calentamiento magnético -- Inteligencia artificial -- Superconductores -- Superfluidos -- Computador cuántico -- Registros holográficos -- Índice de materias -- Derechos de autor…”

Tabla de Contenidos: “…7.3.6 Applications of Metasets -- 7.3.7 Classical and Fuzzy Implication -- 7.4 Conclusions and Further Research -- References -- Part III Examples of Applications -- 8 OFN Capital Budgeting Under Uncertainty and Risk -- 8.1 Introduction -- 8.2 Ordered Fuzzy Numbers -- 8.3 Classic Capital Budgeting Methods -- 8.4 Fuzzy Approach to the Discount Methods -- 8.5 Computational Example of the Investment Project -- 8.6 Summary -- References -- 9 Input-Output Model Based on Ordered Fuzzy Numbers -- 9.1 Introduction -- 9.2 Input-Output Analysis -- 9.3 Example of Application of OFNs in the Leontief Model -- 9.4 Conclusions -- References -- 10 Ordered Fuzzy Candlesticks -- 10.1 Introduction -- 10.2 Ordered Fuzzy Candlesticks -- 10.3 Volume and Spread -- 10.3.1 Volume -- 10.3.2 Spread -- 10.4 Ordered Fuzzy Candlesticks in Technical Analysis -- 10.4.1 Ordered Fuzzy Technical Analysis Indicators -- 10.4.2 Ordered Fuzzy Candlestick as Technical Analysis Indicator -- 10.5 Ordered Fuzzy Time Series Models -- 10.6 Conclusion and Future Works -- References -- 11 Detecting Nasdaq Composite Index Trends with OFNs -- 11.1 Introduction -- 11.2 Application of OFN Notation for the Fuzzy Observation of NASDAQ Composite -- 11.3 Ordered Fuzzy Number Formulas -- 11.4 Conclusions -- References -- 12 OFNAnt Method Based on TSP Ant Colony Optimization -- 12.1 Introduction -- 12.2 Application of Ant Colony Algorithms in Searching for the Optimal Route -- 12.3 OFNAnt, a New Ant Colony Algorithm -- 12.4 Experiment -- 12.4.1 Experiment Execution Method -- 12.4.2 Software Used for Experiment -- 12.4.3 Experimental Data -- 12.5 Results of Experiment -- 12.6 Summary and Conclusions -- References -- 13 A New OFNBee Method as an Example of Fuzzy Observance Applied for ABC Optimization -- 13.1 Introduction -- 13.2 ABC (Artificial Bee Colony) Model -- 13.3 Selected OFN Issues…”

Tabla de Contenidos: “…Installing UWP support in Visual Studio -- UWP build -- Setting up for Android devices -- Installing the Java Development Kit (JDK) -- Installing Android SDK -- Via Command Line Tools -- About your Android SDK root path location -- Installing USB device debugging and connection -- Configuring the Unity External Tools -- Configuring Unity Player Settings for Android -- Building for GearVR and Oculus Go -- Building for Google VR -- Google Daydream -- Google Cardboard -- Google VR Play Mode -- Setting up for iOS devices -- Have an Apple ID -- Install Xcode -- Configuring the Unity Player Settings for iOS -- Build And Run -- Summary -- Chapter 4: Gaze-Based Control -- Ethan, the walker -- Artificially intelligent Ethan -- The NavMesh bakery -- A random walker in the town -- The RandomPosition script -- Zombie-ize" Ethan! …”

Tabla de Contenidos: “…-- Creating the Player -- Creating the Player's Weapon -- Processing Collisions -- Modifying the onDrawFrame() Function -- Summary -- Chapter 8: Drone Grid Case Study: Creating the Enemies -- Creating Arena Objects -- Overview of Artificial Intelligence -- Creating the Tank Enemy…”

Tabla de Contenidos: “…Z·olzer 11.1 Introduction 383 11.2 Unsupervised and Supervised Learning 384 11.3 Gradient Descent and Backpropagation 386 11.3.1 Feedforward Artificial Neural Network 386 11.3.2 Convolutional Neural Network 390 11.4 Applications 392 11.4.1 Parametric Filter Adaptation 392 11.4.2 Room Simulation 401 11.4.3 Audio Denoising 406 11.5 Exercises 412 References 413 Index 419…”

Tabla de Contenidos: “…Calling a flow within Power Apps -- Lab 12 -- Activity 1: Creating a flow for when a new grocery is added -- Activity 2: Adding the flow to the app -- Activity 3: Creating a reminder flow -- Summary -- Questions -- Further reading -- Chapter 15: Using Azure with Power Apps -- Technical requirements -- Introducing Microsoft Azure -- Integrating with Azure Active Directory (AAD) -- Implementing Azure Automation -- Creating an Azure Automation account -- Preparing your Azure Automation account for use -- Installing modules -- Storing credentials -- Storing variables -- Creating runbooks -- Using Azure Automation in Power Apps -- Calling CreateJob -- Getting the job's output -- Using Azure Functions -- Using a queue -- Creating an function -- Summary -- Questions -- Further reading -- Chapter 16: Visualizing Data -- Technical requirements -- The use of data -- Using chart controls -- Using a column chart -- Using a line chart -- Using a pie chart -- Embedding Power BI in your app -- A brief intro to Power BI -- Creating a basic report -- Embedding the report into your canvas app -- Lab 13 -- Activity 1 - Formatting the data -- Activity 2 - Displaying the chart -- Summary -- Further reading -- Chapter 17: Introducing Artificial Intelligence -- Technical requirements -- What is AI Builder? …”

Tabla de Contenidos: “…Revising the SketchUp model to create 2D plan views -- Using LayOut to create a floor plan -- Working with text styles -- Dimensioning in LayOut -- Finding drawing symbols in scrapbooks -- Adding a wall hatch or poché and a new lineweight -- Copying a viewport -- Duplicating and editing a sheet -- Creating a Reflected Ceiling Plan with stacked viewports -- Troubleshooting viewport warnings -- Adding additional details to drawings -- Adding a hyperlink -- Clipping masks -- Adding your work to scrapbooks -- Creating a table and inserting a spreadsheet -- Using a scrapbook table for the sheet index -- Finishing the cover sheet -- Managing linked items -- Presenting the LayOut document -- Exporting a LayOut file to a PDF -- Presenting inside LayOut -- Summary -- Chapter 14: Photorealistic Rendering with SU Podium -- Technical requirements -- Introduction to photorealistic rendering -- The rendering process -- SU Podium plugin -- Downloading SU Podium -- Podium toolbar -- Options menu and Podium presets -- Preparing a SketchUp model to be rendered -- Composing a SketchUp scene -- Adding realistic material properties to SketchUp textures -- Setting up the lighting with shadows and artificial light -- Podium Browser -- Final renderings -- Final render settings -- Postproduction -- Additional renderings -- Tips, tricks, and troubleshooting -- Line overlay -- Lift up furniture -- Rendering with shadows -- Harsh sunlight -- Adding texture imperfections -- Materials not displayed properly/reverse faces -- Light seeping through -- Rendering with tag folders -- Analyse model -- Adding light switches and outlets -- PodiumxRT and other photorealistic rendering plugins -- Summary -- Part 5: Bonus Tips for Quicker Modeling -- Chapter 15: Tips and Tricks to Up Your SketchUp Game -- Technical requirements -- Keeping your models clean and organized -- Polygon count…”

Tabla de Contenidos: “…Other Nonrelational Databases -- Object Orientation -- Deductive Database Systems -- Other Database Varieties -- Artificial Intelligence -- 17.7. Summary -- Chapter 18: Other Modeling Aspects and Trends -- 18.1. …”

Tabla de Contenidos: “…LAS OBLIGACIONES DE LA UNIÓN EUROPEA EN MATERIA DE DERECHOS HUMANOS A LA LUZ DE LOS ODS -- LES OBJECTIFS DE DÉVELOPPEMENT DURABLE À LA LECTURE DE LA CHARTE DU MANDÉ : ANALYSE PRATIQUE DES AMBITIONS DE L'UNION EUROPÉENNE -- LOS OBJETIVOS DE DESARROLLO SOSTENIBLE A LA LUZ DE LA CARTA DE MANDEN: ANÁLISIS PRÁCTICO DE LAS AMBICIONES DE LA UNIÓN EUROPEA Y -- EL DESARROLLO SOSTENIBLE DEL SECTOR AGROALIMENTARIO26* -- EL COMPROMISO REFORZADO DE LA UE CON BANGLADESH, CAMBOYA Y MYANMAR EN EL MARCO DEL SPG -- EL DISEÑO DE POLÍTICAS EUROPEAS PARA EL DESARROLLO SOSTENIBLE: EL IMPACTO DE LA INTELIGENCIA ARTIFICIAL EN LA PROTECCIÓN DE LOS -- LA ACCIÓN EXTERIOR DE LA UNIÓN EUROPEA EN MATERIA DE AGENDA 2030, DERECHOS HUMANOS Y EMPRESAS TRANSNACIONALES Y LA OPORTUNIDAD D -- DERECHOS HUMANOS Y AGENDA 2030 EN LA ACCIÓN EXTERIOR DE LA UNIÓN EUROPEA27 -- OBJETIVOS DE DESARROLLO SOSTENIBLE Y DERECHOS HUMANOS EN LOS TRATADOS DE INVERSIÓN CELEBRADOS POR LA UNIÓN EUROPEA -- LA AGENDA SOBRE EMPRESAS Y DERECHOS HUMANOS DE LA UNIÓN EUROPEA Y SU POTENCIAL PARA ALCANZAR LOS OBJETIVOS DE LA AGENDA 2030 -- LAS OBLIGACIONES DE LA UNIÓN EUROPEA EN MATERIA DE VIOLENCIA CONTRA LAS MUJERES EN EL MARCO DE LA AGENDA 2030 Y LA CONVENCIÓN DE -- SIMPOSIO XI -- LA PROTECCION DE LA PROPIEDAD CULTURAL EN LA UNIÓN EUROPEA -- DECLARACIÓN DE INTERÉS CULTURAL Y LIMITACIONES AL DOMINIO: ALGUNAS REFLEXIONES SOBRE LA CIRCULACIÓN DE BIENES PERTENECIENTES AL -- LEX DOMICILII IN THE EU LEGAL PROTECTION OF CULTURAL HERITAGE -- EL DERECHO DE TANTEO Y RETRACTO EN EL PATRIMONIO CULTURAL. …”

Tabla de Contenidos: “…15 Cooperative Cognitive Communications 613 -- 15.1 Introduction, 613 -- 15.2 Cooperative Spectrum Sensing, 619 -- 15.3 Cooperative Spectrum Sensing and Channel-Access Decisions, 621 -- 15.4 Cooperative Communications Strategies in Cognitive Radio Networks, 624 -- 15.5 Asymmetric Cooperative Relaying in DSA Cognitive Radios, 627 -- 15.5.1 Secondary User Optimal Power Allocation for Asymmetric Cooperative Relaying, 629 -- 15.5.2 Centralized Assignment of Cognitive Radios for Cooperation with Primary Users: An Ideal Approach, 635 -- 15.5.3 Centralized Assignment of Cognitive Radios for Cooperation with Primary Users: A Realistic Approach, 640 -- 15.6 Summary, 644 -- 16 Machine Learning in Cognitive Radios 647 -- 16.1 Introduction, 647 -- 16.2 Artificial Neural Networks, 650 -- 16.2.1 Learning Algorithms for LTUs, 651 -- 16.2.2 Layered Neural Networks, 655 -- 16.2.3 Learning in Layered Feed-Forward Networks: Back-Propagation Algorithm, 656 -- 16.2.4 Neural Networks in Cognitive Radios, 662 -- 16.3 Support Vector Machines, 664 -- 16.3.1 Statistical Learning Theory, 665 -- 16.3.2 Structural Risk Minimization with Support Vector Machines, 669 -- 16.3.3 Linear Support Vector Machines, 670 -- 16.3.4 Nonlinear Support Vector Machines, 674 -- 16.3.5 Kernel Function Implementation of Support Vector Machines, 677 -- 16.3.6 SVMs in Cognitive Radios, 679 -- 16.4 Reinforcement Learning, 681 -- 16.4.1 Temporal Difference Learning, 683 -- 16.4.2 Q-Learning in a POMDP: Replicated Q-Learning, 684 -- 16.4.3 Reinforcement Learning in Cognitive Radios, 686 -- 16.5 Multiagent Learning, 688 -- 16.5.1 Game-Theoretic Multiagent Learning, 691 -- 16.5.2 Cooperative Multiagent Learning, 694 -- 16.5.3 Multiagent Learning in Cognitive Radio Networks, 696 -- 16.6 Summary, 698 -- Appendix A Nyquist Sampling Theorem 704 -- Appendix B A Collection of Useful Probability Distributions 711 -- B.1 Univariate Distributions, 711 -- B.2 Multivariate Distributions, 713 -- Appendix C Conjugate Priors 716 -- REFERENCES 721.…”

Tabla de Contenidos: “…Exercise 16.1: Explore Visual Styles -- Work with Tiled Viewports -- Exercise 16.2: Tile Viewports -- Navigate with the ViewCube -- Exercise 16.3: Use the ViewCube to Navigate -- Orbit in 3D -- Exercise 16.4: Orbit -- Use Cameras -- Exercise 16.5: Utilize Virtual Cameras -- Navigate with SteeringWheels -- Exercise 16.6: Use SteeringWheels to Navigate -- Save Views -- Exercise 16.7: Save Views -- Chapter 17 Modeling in 3D -- Create Surface Models -- Exercise 17.1: Make Planar Surfaces -- Exercise 17.2: Revolve a 2D Profile to Create a 3D Model -- Exercise 17.3: Sweep Out 3D Geometry -- Exercise 17.4: Extrude 2D Geometry into 3D -- Edit Surface Models -- Exercise 17.5: Trim Surfaces with Other Surfaces -- Exercise 17.6: Project Edges on Surfaces -- Exercise 17.7: Trim Surfaces with Edges -- Create Solid Models -- Exercise 17.8: Extrude Solid Objects -- Exercise 17.9: Loft Solid Objects -- Edit Solid Models -- Exercise 17.10: Perform Boolean Operations -- Exercise 17.11: Edit Solids -- Smooth Mesh Models -- Exercise 17.12: Create, Edit, and Smooth Mesh -- Live-Section Models -- Exercise 17.13: Create and Edit a Section Plane -- Chapter 18 Presenting and Documenting 3D Design -- Assign Materials -- Exercise 18.1: Apply Materials -- Place and Adjust Lights -- Exercise 18.2: Add Artificial Lights -- Exercise 18.3: Simulate Natural Light -- Create Renderings -- Exercise 18.4: Make Realistic Renderings in the Cloud -- Document Models with Drawings -- Exercise 18.5: Document Models -- Appendix A Making Isometric Drawings -- Appendix B AutodeskTM AutoCADTM 2018 Certification -- Index -- EULA…”