Tabla de Contenidos: “…Mapping Income Inequality and Socioeconomic Segregation Across Melbourne Neighbourhoods -- 12.1 Introduction -- 12.2 Welfare in Australia -- 12.3 Income Inequality in Australia -- 12.4 The Australian Housing System -- 12.5 Greater Melbourne -- 12.6 Neighbourhoods in the Australian Context -- 12.7 Change in Occupational Structure in Melbourne -- 12.8 Socioeconomic Segregation in Melbourne -- 12.8.1 Dissimilarity Index -- 12.8.2 Location Quotients (LQs) -- 12.8.3 Local Moran's I (LM-I) -- 12.8.4 Classification of Neighbourhoods by Socioeconomic Composition -- 12.8.5 Location of the Top Socioprofessional Group -- 12.9 Socioeconomic Segregation and Ethnic Segregation Patterns -- 12.10 Conclusions -- References -- Part V Europe -- 13 Making Sense of Segregation in a Well-Connected City: The Case of Berlin -- 13.1 Introduction -- 13.2 From Divided to Gentrified City -- 13.3 Methods -- 13.4 Socioeconomic Segregation -- 13.5 Segregation by Foreigner/Migration Background -- 13.6 How Does Segregation Matter? …”

Tabla de Contenidos: “…Discussion and conclusion -- 13.4. Acknowledgments -- 13.5. Appendix -- 13.6. References -- 14. Statistical Process Monitoring Techniques for Covid-19 -- 14.1. …”

Tabla de Contenidos: “…Estimation -- 13.4. Comparison -- 13.5. Conclusion -- 13.6. References -- 14. A Method of Big Data Collection and Normalization for Electronic Engineering Applications -- 14.1. …”

Tabla de Contenidos: “…Front Cover -- Half Title page -- RIVER PUBLISHERS SERIES IN INFORMATIONSCIENCE AND TECHNOLOGY -- Title page -- Copyright page -- Contents -- Preface -- List of Contributors -- List of Figures -- List of Tables -- List of Abbreviations -- Chapter 1 - Introduction -- 1.1 Introduction -- 1.1.1 The Convergence of High-performance and Embedded Computing Domains -- 1.1.2 Parallelization Challenge -- 1.2 The P-SOCRATES Project -- 1.3 Challenges Addressed in This Book -- 1.3.1 Compiler Analysis of Parallel Programs -- 1.3.2 Predictable Scheduling of Parallel Tasks on Many-core Systems -- 1.3.3 Methodology for Measurement-based Timing Analysis -- 1.3.4 Optimized OpenMP Tasking Runtime System -- 1.3.5 Real-time Operating Systems -- 1.4 The UpScale SDK -- 1.5 Summary -- References -- Chapter 2 - Manycore Platforms -- 2.1 Introduction -- 2.2 Manycore Architectures -- 2.2.1 Xeon Phi -- 2.2.2 Pezy SC -- 2.2.3 NVIDIA Tegra X1 -- 2.2.4 Tilera Tile -- 2.2.5 STMicroelectronics STHORM -- 2.2.6 Epiphany-V -- 2.2.7 TI Keystone II -- 2.2.8 Kalray MPPA-256 -- 2.2.8.1 The I/O subsystem -- 2.2.8.2 The Network-on-Chip (NoC) -- 2.2.8.3 The Host-to-IOS communication protocol -- 2.2.8.4 Internal architecture of the compute clusters -- 2.2.8.5 The shared memory -- 2.3 Summary -- References -- Chapter 3 - Predictable Parallel Programming with OpenMP -- 3.1 Introduction -- 3.1.1 Introduction to Parallel Programming Models -- 3.1.1.1 POSIX threads -- 3.1.1.2 OpenCLTM -- 3.1.1.3 NVIDIA R CUDA -- 3.1.1.4 Intel R CilkTM Plus -- 3.1.1.5 Intel R TBB -- 3.1.1.6 OpenMP -- 3.2 The OpenMP Parallel Programming Model -- 3.2.1 Introduction and Evolution of OpenMP -- 3.2.2 Parallel Model of OpenMP -- 3.2.2.1 Execution model -- 3.2.2.2 Acceleration model -- 3.2.2.3 Memory model -- 3.2.3 An OpenMP Example -- 3.3 Timing Properties of the OpenMP Tasking Model…”

Tabla de Contenidos: “…Các thành viên hội đồng độc lập -- 13.5. Cơ chế ngăn chặn xung đột lợi ích -- 13.6. …”

Tabla de Contenidos: “…11.9 Conclusions -- Appendix A -- Appendix B -- References -- Nomenclature -- 12 Microstructural In uences on Growth and Transport in Biological Tissue-A Multiscale Description -- 12.1 Introduction -- 12.2 Formulation: Nutrient-Limited Microscale Growth of a Porous Medium -- 12.2.1 Microscale Governing Equations and Boundary Conditions -- 12.2.2 Non-dimensionalization -- 12.3 Multiple Scales Analysis -- 12.3.1 Microscale Flow and Transport -- 12.3.2 Macroscale Flow and Transport -- 12.4 Results -- 12.4.1 Microscale Numerical Experiments -- 12.4.2 Macroscale Dynamics -- 12.5 Discussion -- Acknowledgements -- References -- 13 How Dense Core Vesicles Are Delivered to Axon Terminals - A Review of Modeling Approaches -- 13.1 Introduction -- 13.2 Review of Relevant Literature -- 13.2.1 Dense Core Vesicles and Their Cargos -- 13.2.2 Accumulation and Release of DCVs -- 13.2.3 DCV Transport in Axon Terminals -- 13.2.4 Link to Neurodegenerative Disorders -- 13.2.5 Importance of Mathematical Modeling for Better Understanding of Biological Issues Related to DCV Transport and Release -- 13.2.6 Modeling of DCV Transport -- 13.3 Mathematical Models of DCV Transport and Accumulation in Axon Terminals -- 13.3.1 Morphology of Axon Terminals -- 13.3.2 Simulated Geometry and Major Assumptions of the Model -- 13.3.3 Governing Equations -- 13.3.4 Estimation of Parameter Values -- 13.4 Results and Discussion -- 13.5 Future Work -- 13.6 Conclusions -- Acknowledgement -- References -- Nomenclature -- 14 Modeling of Food Digestion -- 14.1 Introduction -- 14.2 The Complexity of Food Digestion and Absorption -- 14.2.1 Chemical Processes -- 14.2.2 Physical Processes -- 14.2.3 Biological Processes -- 14.3 Development of Digestion and Absorption Modeling -- 14.3.1 Drug Absorption -- 14.3.2 Animal Feed Digestion and Absorption…”

Tabla de Contenidos: “…4.4.6 Integral Property of AES Reduced to 2.5 Rounds 135 -- 4.4.7 Balanced Property 136 -- 4.4.8 Integral Property of AES Reduced to Three Rounds and Distinguishing Attack 137 -- 4.4.9 Key Recovery Attack with Integral Cryptanalysis for Five Rounds 139 -- 4.4.10 Higher-Order Integral Property + 141 -- 4.4.11 Key Recovery Attack with Integral Cryptanalysis for Six Rounds + 143 -- Further Reading 147 -- 5 Side-Channel Analysis and Fault Analysis on Block Ciphers 149 -- 5.1 Introduction 149 -- 5.1.1 Intrusion Degree of Physical Attacks 149 -- 5.1.2 Passive and Active Noninvasive Physical Attacks 151 -- 5.1.3 Cryptanalysis Compared to Side-Channel Analysis and Fault Analysis 151 -- 5.2 Basics of Side-Channel Analysis 152 -- 5.2.1 Side Channels of Digital Circuits 152 -- 5.2.2 Goal of Side-Channel Analysis 154 -- 5.2.3 General Procedures of Side-Channel Analysis 155 -- 5.2.4 Profiling versus Non-profiling Side-Channel Analysis 156 -- 5.2.5 Divide-and-Conquer Algorithm 157 -- 5.3 Side-Channel Analysis on Block Ciphers 159 -- 5.3.1 Power Consumption Measurement in Power Analysis 160 -- 5.3.2 Simple Power Analysis and Differential Power Analysis 163 -- 5.3.3 General Key Recovery Algorithm for DPA 164 -- 5.3.4 Overview of Attack Targets 169 -- 5.3.5 Single-Bit DPA Attack on AES-128 Hardware Implementations 181 -- 5.3.6 Attacks Using HW Model on AES-128 Hardware Implementations 186 -- 5.3.7 Attacks Using HD Model on AES-128 Hardware Implementations 192 -- 5.3.8 Attacks with Collision Model + 199 -- 5.4 Basics of Fault Analysis 203 -- 5.4.1 Faults Caused by Setup-Time Violations 205 -- 5.4.2 Faults Caused by Data Alternation 208 -- 5.5 Fault Analysis on Block Ciphers 208 -- 5.5.1 Differential Fault Analysis 208 -- 5.5.2 Fault Sensitivity Analysis + 215 -- Acknowledgment 223 -- Bibliography 223 -- 6 Advanced Fault Analysis with Techniques from Cryptanalysis 225 -- 6.1 Optimized Differential Fault Analysis 226 -- 6.1.1 Relaxing Fault Model 226 -- 6.1.2 Four Classes of Faulty Byte Positions 227.…”

Tabla de Contenidos: “…13.3 Game Balancing für Wirtschaftssysteme -- 13.4 Dynamisches Game Balancing -- 13.5 Das große Ganze -- 13.6 Weitere Informationsquellen zu diesem Thema -- Kapitel 14: Spielmechaniken unterstützen Puzzles -- 14.1 Das größte Puzzle von allen -- 14.2 Sind Puzzles nicht »out«? …”

Tabla de Contenidos: “…12.6.3.2 Engineered Composting Facility -- 12.6.4 Specialized Inoculant Adapted to Organic Matter -- 12.6.5 Specialized Inoculant Adapted to Heavy Metals -- 12.7 Concluding Remarks and Perspectives -- Acknowledgment -- References -- Chapter 13 Circular Economy in Electronics and the Future of e‐Waste -- 13.1 Introduction -- 13.2 Digitalization and the Need for Electronic Devices -- 13.3 Recycling and Circular Economy -- 13.4 Challenges for e‐Waste Recycling and Circular Economy -- 13.5 Drivers for Change - Circular Economy -- 13.6 Demand for Recyclable Products -- 13.7 Summary -- References -- Index -- EULA…”

Tabla de Contenidos: “…Additional findings -- 13.5. Conclusion -- 13.6. Appendix -- 13.7. References -- Chapter 14. …”

Tabla de Contenidos: “…-- 1.3.2 Rootless containers -- 1.3.3 Fork/exec model -- 1.3.4 Podman is daemonless -- 1.3.5 User-friendly command line -- 1.3.6 Support for REST API -- 1.3.7 Integration with systemd -- 1.3.8 Pods -- 1.3.9 Customizable registries -- 1.3.10 Multiple transports -- 1.3.11 Complete customizability -- 1.3.12 User-namespace support -- 1.4 When not to use Podman -- Summary -- 2 Command line -- 2.1 Working with containers -- 2.1.1 Exploring containers -- 2.1.2 Running the containerized application -- 2.1.3 Stopping containers -- 2.1.4 Starting containers -- 2.1.5 Listing containers -- 2.1.6 Inspecting containers -- 2.1.7 Removing containers -- 2.1.8 exec-ing into a container -- 2.1.9 Creating an image from a container -- 2.2 Working with container images -- 2.2.1 Differences between a container and an image -- 2.2.2 Listing images -- 2.2.3 Inspecting images -- 2.2.4 Pushing images -- 2.2.5 podman login: Logging into a container registry -- 2.2.6 Tagging images -- 2.2.7 Removing images -- 2.2.8 Pulling images -- 2.2.9 Searching for images -- 2.2.10 Mounting images -- 2.3 Building images -- 2.3.1 Format of a Containerfile or Dockerfile…”

Tabla de Contenidos: “…12.6 The universal covering group -- 12.7 The Cornwell mapping -- References -- 13 Spectra for operators -- 13.1 Spectral classification for bounded operators -- 13.2 Spectra for operators on a Banach space -- 13.3 Symmetric, self-adjoint, and unbounded operators -- 13.4 Bounded operators and numerical range -- 13.5 Self-adjoint operators -- 13.6 Normal operators and nonbounded operators -- 13.7 Spectral decomposition -- 13.8 Spectra for self-adjoint, normal, and compact operators -- 13.9 Pure states and density functions -- 13.10 Spectrum and resolvent set -- 13.11 Spectrum for nonbounded operators -- 13.12 Brief descriptions of spectral measures and spectral theorems -- References -- 14 Canonical commutation relations -- 14.1 Isometries and unitary operations -- 14.2 Canonical hypergroups-a multisorted algebra view -- 14.3 Partial isometries -- 14.4 Multisorted algebra for partial isometries -- 14.5 Stone's theorem -- 14.6 Position and momentum -- 14.7 The Weyl form of the canonical commutation relations and the Heisenberg group -- 14.8 Stone-von Neumann and quantum mechanics equivalence -- 14.9 Symplectic vector space-a multisorted algebra approach -- 14.10 The Weyl canonical commutation relations C&amp -- lowast -- algebra -- References -- 15 Fock space -- 15.1 Particles within Fock spaces and Fock space structure -- 15.2 The bosonic occupation numbers and the ladder operators -- 15.3 The fermionic Fock space and the fermionic ladder operators -- 15.4 The Slater determinant and the complex Clifford space -- 15.5 Maya diagrams -- 15.6 Maya diagram representation of fermionic Fock space -- 15.7 Young diagrams representing quantum particles -- 15.8 Bogoliubov transform -- 15.9 Parafermionic and parabosonic spaces -- 15.10 Segal-Bargmann-Fock operations -- 15.11 Many-body systems and the Landau many-body expansion -- 15.12 Single-body operations…”

Tabla de Contenidos: “…11.4 Fiscal drivers -- 11.5 Reliefs and allowances -- 11.6 Subsidies and incentives -- 11.7 Conclusion -- References -- Chapter 12 Environmental Assessment Tools: An Overview of the UK's BREEAM and the US's LEED -- 12.1 Introduction -- 12.2 Context and the need to design to reduce carbon emission -- 12.3 Key features of environmental assessment tools -- 12.4 The Breeam tool -- 12.5 The leed tool -- 12.6 Concluding remarks -- References -- Chapter 13 Space Planning and Organisational Performance -- 13.1 Introduction -- 13.2 Organisational performance and innovative work settings -- 13.3 Hypotheses and test results -- 13.4 Discussion -- 13.5 Conclusions -- References -- Chapter 14 Achieving Zero Carbon in Sustainable Communities -- 14.1 Introduction -- 14.2 Key concepts and principles -- 14.3 Key features of decentralised energy networks -- 14.4 Activity-based design approach -- 14.5 Key steps in the design process -- 14.6 Evaluating energy, space and land requirements -- 14.7 Concluding remarks -- References -- Chapter 15 Flood Risk Mitigation: Design Considerations and Cost Implications for New and Existing Buildings -- 15.1 Introduction -- 15.2 Increasing challenges of flooding due to global warming and urban development -- 15.3 Flood mitigation -- 15.4 Flood mitigation consideration for new buildings at design stage -- 15.5 Implications of mitigation measures in terms of building cost -- 15.6 Implications of mitigation measures in terms of property value and insurance cost -- 15.7 Conclusions -- References -- Part II Industry Perspective, Case Studies and Implications for Curriculum Development -- Chapter 16 Reusing Knowledge and Leveraging Technology to Reduce Design and Construction Costs -- 16.1 Introduction -- 16.2 Knowledge reuse in construction processes and projects -- 16.3 Knowledge reuse in construction projects…”

Tabla de Contenidos: “…12.2.8 Neuronale Organoide -- 12.2.9 Haut, Haar, Talg- und Schweißdrüsen -- 12.3 Biomaterialien -- 12.4 Genetische Modifikation von Organoiden -- 12.5 Zusammenfassung und Ausblick -- Literatur -- 13: Zelltypen aus menschlichen pluripotenten Zellen und deren Anwendung in Zelltherapien -- 13.1 Einleitung -- 13.2 Herzmuskelzellen (Kardiomyozyten) aus pluripotenten Stammzellen -- 13.3 Pankreatische β-Zellen aus pluripotenten Stammzellen zur Behandlung von Diabetes -- 13.4 Blutzellen aus pluripotenten Stammzellen -- 13.5 Retinales Pigmentepithel aus pluripotenten Stammzellen zur Behandlung retinaler Degenerationen -- 13.6 Dopaminerge Neuronen aus pluripotenten Stammzellen zur Behandlung von Parkinson -- 13.7 Herstellung GMP-konformer Zelltypen aus pluripotenten Stammzellen -- 13.8 Ausblick -- Literatur -- 14: Therapien zum Zellersatz mit adulten Stammzelltypen -- 14.1 Einleitung -- 14.2 Hämatopoetische Stammzellen zur Behandlung von genetischen Erkrankungen und zum Immunreset bei Autoimmunerkrankungen -- 14.3 Therapeutischer Einsatz von mesenchymalen stromalen Zellen -- 14.4 Zellersatz bei Hautverletzungen und -erkrankungen, Hornhautverletzungen und Haarersatz -- 14.5 Genetisch modifizierte Satellitenzellen der Muskeln zur Behandlung von Muskeldystrophien -- 14.6 Extrazelluläre Vesikel (Exosomen) von Stammzellen in der therapeutischen Anwendung -- 14.7 Ausblick -- Literatur -- 15: Spotlight: Ungeprüfte Stammzelltherapien -- 15.1 Einleitung -- 15.2 Ungeprüfte Stammzelltherapien - ein komplexes und internationales Problem -- 15.3 Maßnahmen: Informationen und Aufklärung -- Literatur -- 16: Gentherapie aus der Sicht eines forschenden Arzneimittelunternehmens -- 16.1 Bisherige Therapieformen (z. …”

Tabla de Contenidos: “…11.2 Volatility smiles and skews -- 11.3 The VIX -- 11.4 Value profiles prior to maturity -- 11.5 How options behave - the Greeks -- 11.6 Delta hedging -- 12 Options - from building blocks to portfolios -- 12.1 The building block approach -- 12.2 Option spreads - vertical, horizontal and diagonal -- 12.3 Volatility structures -- 12.4 Range structures -- 12.5 Arbitrage structures -- 13 Options - interest rate and exotic options -- 13.1 Why interest rate options are different -- 13.2 Caps, floors and collars -- 13.3 Swaptions -- 13.4 Cancellable and extendible swaps -- 13.5 Pricing interest rate options -- 13.6 Compound options -- 13.7 Exotic options -- 13.8 Path-dependent options -- 13.9 Digital options -- 13.10 Multivariate options -- 13.11 Other exotic options -- 13.12 Pricing exotic options -- 13.13 Price comparisons between exotic options -- 13.14 Embedded options -- 14 Introducing credit derivatives -- 14.1 Development of the credit derivatives market -- 14.2 Motivations for using credit derivatives -- 14.3 Introducing credit default swaps (CDS) -- 14.4 Market conventions -- 14.5 Credit events and determination committees -- 14.6 Capital structure, recovery rates, reference and deliverable obligations -- 14.7 Settlement methods and auctions -- 14.8 Other aspects of CDS -- 15 CDS pricing and credit indices -- 15.1 A simple CDS pricing model -- 15.2 Obtaining default probabilities -- 15.3 Developing a multi-period framework -- 15.4 The ISDA CDS Standard Model -- 15.5 Bootstrapping default probabilities -- 15.6 Calculating up-front payments -- 15.7 Mark-to-market and CDS valuation -- 15.8 PV01 and SDV01 -- 15.9 How credit indices developed -- 15.10 The CDX and iTraxx credit indices -- 15.11 Market quotations and statistics -- 15.12 Other credit indices -- 15.13 Index tranches -- Part II Techniques -- 16 Applications for financial engineering…”

Tabla de Contenidos: “…. -- 12.6.8 Instruction Formats for Ethics and Values Applications (Level-6) -- 12.6.9 Instruction Formats for National, Cultural, Crisis, Social, Applications (Level-7) -- Conclusions -- References -- 13 Action (VF) → (*) ← Object (NO) Based Processors and Machines -- 13.1 Introduction -- 13.2 Human Transactions and Social Progress -- 13.3 Instructions and Processors for Humanistic Functions -- 13.3.1 Opc-Opr Based Traditional Computer Systems -- 13.3.2 Opc-Opr Based Objects Oriented Opu Systems -- 13.3.2.1 SPSO processors and machines -- 13.3.2.2 MPMO processors and machines -- 13.4 Architectural Configurations of Advanced Processors -- 13.4.1 The Knowledge Processor Unit and System -- 13.4.2 The Medical Processor Unit -- 13.4.3 The Concept Processor Unit and Concept Machine -- 13.4.4 The Wisdom Processor Unit and Machine -- 13.5 Social Processing -- 13.5.1 Basic Concepts for Design of Spus -- 13.5.2 Commonality Between Communications and Interactions -- 13.5.3 Conceptual Framework for Spu Design -- 13.5.3.1 specialized features of spus -- 13.5.4 Interactivity Between Human Beings -- 13.5.5 Gestures/Tokens Exchanged With Kbs and Convolutions -- 13.5.6 The Effects of the Social Media Characteristics -- 13.5.7 Programing Framework for the Social Processes -- 13.5.8 Configuration of a Microprogram-Based Spu -- 13.5.9 Architecture of a μ-P Based Social Computer…”

Tabla de Contenidos: “…13.3 Methods of Nanoparticle Synthesis -- 13.4 Plant-Mediated Synthesis of Green Nanostructures -- 13.4.1 Silver Nanoparticles -- 13.4.2 Gold Nanoparticles -- 13.4.3 Zinc Oxide Nanoparticles -- 13.4.4 Selenium Nanoparticles -- 13.5 Microbe-Based Synthesis -- 13.5.1 Bacteria-Mediated Synthesis of NPs -- 13.5.2 Fungus-Mediated Synthesis of NPs -- 13.5.3 Actinomycete-Mediated Synthesis of NPs -- 13.6 Toxicity of Nanostructures -- 13.7 Conclusion -- References -- Chapter 14 Future Challenges for Designing Industry-Relevant Bioinspired Materials -- 14.1 Introduction -- 14.2 Bioinspired Materials -- 14.3 Applications of Bioinspired Materials and Their Industrial Relevance -- 14.4 Bioinspired Materials in Optics -- 14.4.1 Applications in Optics -- 14.4.2 Bioinspired Materials in Energy -- 14.4.3 Applications in Energy -- 14.4.4 Bioinspired Materials in Medicine -- 14.5 Applications in Medicine -- 14.6 Future Challenges for Industrial Relevance -- 14.7 Optics-Specific Challenges -- 14.8 Energy-Specific Challenges -- 14.9 Medicine-Specific Challenges -- 14.10 Conclusion -- References -- Chapter 15 Biomimetic and Bioinspired Nanostructures: Recent Developments and Applications -- 15.1 Introduction -- 15.2 Designing Bioinspired and Bioimitating Structures and Pathways -- 15.3 Nanobiomimicry-Confluence of Nanotechnology and Bioengineering -- 15.4 Biofunctionalization of Inorganic Nanoparticles -- 15.4.1 Strategies to Develop Biofunctionalized Nanoparticles -- 15.4.2 Fate of Biofunctionalized Nanoparticles -- 15.4.3 Biofunctionalization Nanoparticles with Different Organic Compounds -- 15.4.3.1 Carbohydrates -- 15.4.3.2 Nucleic Acid -- 15.4.3.3 Peptides -- 15.4.3.4 DNA -- 15.4.3.5 Antibody -- 15.4.3.6 Enzyme -- 15.4.3.7 Stability of Biofunctionalized Nanoparticles -- 15.4.3.8 Applications of Biofunctionalized Nanoparticles…”

Tabla de Contenidos: “…12.5.1 Role of AI, ML, and Bioinformatics in Clinical Research -- 12.5.2 Role of AI and ML in Clinical Study Protocol Optimization -- 12.5.3 Role of AI and ML in the Management of Clinical Trial Participants -- 12.5.4 Role of AI and ML in Clinical Trial Data Collection and Management -- 12.6 Way Forward -- 12.7 Conclusion -- References -- Part III: Bioinformatics Tools for Healthcare Sector -- Chapter 13 Artificial Intelligence and Machine Learning in Healthcare Sector -- Abbreviations -- 13.1 Introduction -- 13.2 The Exponential Rise of AI/ML Solutions in Healthcare -- 13.3 AI/ML Healthcare Solutions for Doctors -- 13.4 AI/ML Solution for Patients -- 13.5 AI Solutions for Administrators -- 13.6 Factors Affecting the AI/ML Implementation in the Healthcare Sector -- 13.6.1 High Cost -- 13.6.2 Lack of Creativity -- 13.6.3 Errors Potentially Harming Patients -- 13.6.4 Privacy Issues -- 13.6.5 Increase in Unemployment -- 13.6.6 Lack of Ethics -- 13.6.7 Promotes a Less-Effort Culture Among Human Workers -- 13.7 AI/ML Based Healthcare Start-Ups -- 13.8 Opportunities and Risks for Future -- 13.8.1 Patient Mobility Monitoring -- 13.8.2 Clinical Trials for Drug Development -- 13.8.3 Quality of Electronic Health Records (EHR) -- 13.8.4 Robot-Assisted Surgery -- 13.9 Conclusion and Perspectives -- References -- Chapter 14 Role of Artificial Intelligence in Machine Learning for Diagnosis and Radiotherapy -- Abbreviations -- 14.1 Introduction -- 14.2 Machine Learning Algorithm Models -- 14.2.1 Supervised Learning -- 14.2.2 Unsupervised Learning -- 14.2.3 Semi-Supervised Learning -- 14.2.4 Reinforcement Learning (RL) -- 14.3 Artificial Learning in Radiology -- 14.3.1 Types of Radiation Therapy -- 14.3.1.1 External Radiation Therapy -- 14.3.1.2 Internal Radiation Therapy -- 14.3.1.3 Systemic Radiation Therapy -- 14.3.2 Mechanism of Action…”

Tabla de Contenidos: “…-- 13.3 Struktur und Typen von MC-Aufgaben -- 13.3.1 Struktur -- 13.3.2 Best-Choice-Typen -- 13.3.3 Richtig/Falsch-Typen -- 13.4 Ungewollte Lösungshinweise vermeiden -- 13.5 Auswertung von MC-Prüfungen -- 13.6 MC-Tests als formative Selbsttests -- 14 Bildungsgeschichtliche Vorläufer von Leistung als schulischem Leitkonzept -- 14.1 Begriffsgeschichte -- 14.2 Ehre und Ehrtrieb als Leitkonzept der Jesuitenschulen -- 14.3 Meritentafeln und der Übergang zu Leistung als Leitkonzept -- 15 Künstliche Intelligenz und menschliche Leistung -- 15.1 Kulturelle Evolution oder der Mensch als Cyborg -- 15.2 Neue Arbeitsteilung zwischen Mensch und Maschine -- 15.3 Veränderungen im institutionell organisierten Lehren und Lernen -- 15.4 Veränderungen in der Beurteilungskultur -- 15.5 Offene ethische Fragen -- 16 Auflösung und Erläuterungen zu den Aufgaben in Kapitel 4.1.1 -- 16.1 Auflösung Aufgabe 1b -- 16.2 Auflösung Aufgabe 2b -- Backmatter -- Literatur -- Anzeigen -- U4…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright Page -- Contents -- About the Book -- About the Editors -- List of Contributors -- Preface -- 1 The Future of Business Management with the Power of Distributed Systems and Computing -- 1.1 Introduction -- 1.1.1 Distributed Systems in Business Management -- 1.2 Understanding Distributed Systems and Computing -- 1.2.1 Definition of Distributed Systems and Computing -- 1.2.2 Advantages for Business Management -- 1.2.3 Characteristics of Distributed Systems and Computing for Business Management -- 1.3 Applications of Distributed Systems and Computing in Business Management -- 1.3.1 Inventory Management and Supply Chain Optimization -- 1.3.2 Customer Relationship Management -- 1.3.3 Financial Management and Accounting -- 1.3.4 Data Analytics and Decision-Making -- 1.3.5 Collaboration and Communication Within and Across Organizations -- 1.4 Limitations of Distributed Systems in Business Management -- 1.4.1 Security and Privacy Concerns -- 1.4.2 Technical Issues and Maintenance -- 1.4.3 Organizational and Cultural Challenges -- 1.4.4 Legal and Regulatory Compliance -- 1.5 Future Developments and Opportunities -- 1.5.1 Potential Future Developments and their Implications for Business Management -- 1.5.2 Opportunities for Research and Innovation in the Field -- 1.6 Conclusion -- References -- 2 Applications of Optimized Distributed Systems in Healthcare -- 2.1 Introduction -- 2.2 Literature Survey -- 2.2.1 Need for Optimization of Distributed Systems -- 2.2.2 Performance Optimization of Distributed Systems -- 2.2.3 Characteristics of Optimized Distributed Systems in Healthcare -- 2.2.4 Applications of Optimized Distributed Systems in Healthcare -- 2.2.5 Technologies Being Used in Healthcare -- 2.2.5.1 Spark -- 2.2.5.2 Hadoop -- 2.3 Real Cases -- 2.4 Conclusion -- References…”