Tabla de Contenidos: “…-- Caratteristiche degli insegnanti -- Sviluppo professionale -- Il contesto della classe -- Utilizzo della valutazione degli studenti da parte degli insegnanti -- Ore lavorative dedicate dagli insegnanti alle varie attività professionali -- Convinzioni sulla natura dell'insegnamento e apprendimento -- Come si spiega la varianza rilevata nelle convinzioni degli insegnanti? …”

Tabla de Contenidos: “…The size of the middle-income group varies substantially between regions in Germany, and it has declined much more strongly in cities than in rural areas -- 2.5. …”

Tabla de Contenidos: “…La vulnérabilité potentielle à une augmentation du chômage structurel varie d'un pays à l'autre…”

Tabla de Contenidos: “…Il consolidamento del processo di riforma -- Creare le condizioni per una maggiore concorrenza fra i vari modi di trasporto -- I limiti del processo di riforma -- Elaborare un sistema dei trasporti integrato -- Riquadro 4. …”

Tabla de Contenidos: “…-- 1.1.1 GROUNDING WITHIN ONE UNIT -- 1.1.2 CHASSIS GROUND -- 1.1.3 THE CONDUCTIVITY OF ALUMINUM -- 1.1.4 GROUND LOOPS -- 1.1.5 POWER SUPPLY RETURNS -- Varying Loads -- Power Rail Feed -- Conductor Impedance -- 1.1.6 INPUT SIGNAL GROUND -- Connection to 0V Elsewhere on the Printed Circuit Board -- Connection to 0V Within the Unit -- External Ground Connection -- 1.1.7 OUTPUT SIGNAL GROUND -- Avoiding the Common Impedance -- 1.1.8 INTERBOARD INTERFACE SIGNALS -- Partitioning the Signal Return -- 1.1.9 STAR-POINT GROUNDING -- 1.1.10 GROUND CONNECTIONS BETWEEN UNITS -- Breaking the Ground Link -- 1.1.11 SHIELDING -- Which End to Ground for Low-Frequency Shielding? …”

Tabla de Contenidos: “…L'expérience des apporteurs de revenu sur le marché du travail varie considérablement suivant les groupes -- Graphique 19. …”

Tabla de Contenidos: “…11.1.1 Creating applications with the mix tool -- 11.1.2 The application behavior -- 11.1.3 Starting the application -- 11.1.4 Library applications -- 11.1.5 Creating a to-do application -- 11.1.6 The application folder structure -- 11.2 Working with dependencies -- 11.2.1 Adding a dependency -- 11.2.2 Adapting the pool -- 11.2.3 Visualizing the system -- 11.3 Building a web server -- 11.3.1 Choosing dependencies -- 11.3.2 Starting the server -- 11.3.3 Handling requests -- 11.3.4 Reasoning about the system -- 11.4 Configuring applications -- 11.4.1 Application environment -- 11.4.2 Varying configuration -- 11.4.3 Config script considerations -- Summary -- 12 Building a distributed system -- 12.1 Distribution primitives -- 12.1.1 Starting a cluster -- 12.1.2 Communicating between nodes -- 12.1.3 Process discovery -- 12.1.4 Links and monitors -- 12.1.5 Other distribution services -- 12.2 Building a fault-tolerant cluster -- 12.2.1 Cluster design -- 12.2.2 The distributed to-do cache -- 12.2.3 Implementing a replicated database -- 12.2.4 Testing the system -- 12.2.5 Detecting partitions -- 12.2.6 Highly available systems -- 12.3 Network considerations -- 12.3.1 Node names -- 12.3.2 Cookies -- 12.3.3 Hidden nodes -- 12.3.4 Firewalls -- Summary -- 13 Running the system -- 13.1 Running a system with Elixir tools -- 13.1.1 Using the mix and elixir commands -- 13.1.2 Running scripts -- 13.1.3 Compiling for production -- 13.2 OTP releases -- 13.2.1 Building a release with distillery -- 13.2.2 Using a release -- 13.2.3 Release contents -- 13.3 Analyzing system behavior -- 13.3.1 Debugging -- 13.3.2 Logging -- 13.3.3 Interacting with the system -- 13.3.4 Tracing -- Summary -- Index -- Lists of Figures, Tables and Listings -- List of Illustrations -- List of Tables -- List of Listings…”

Tabla de Contenidos: “…Interoperability with the varied IoT devices organized lying on blockchain network -- 11.5.6. …”

Tabla de Contenidos: “…11.3 Attack Prevention and System Transmission Zeros -- 11.3.1 Zero Dynamics and Transmission Zeros -- 11.3.2 Attack Prevention -- 11.4 Detection of Attacks -- 11.5 Identi cation of Attacks -- 11.6 System Security and Sensor/Actuator Placement -- 11.6.1 Some Properties of the Kalman Filter -- 11.6.2 Sensor Placements -- 11.6.3 Actuator Placements -- 11.7 Concluding Remarks -- 11.8 Bibliographic Notes -- Appendix 11.A -- 11.A.1 Proof of Theorem 11.7 -- References -- 12 Some Related Issues -- 12.1 Introduction -- 12.2 Cooperation Over Communications -- 12.2.1 Time Synchronization -- 12.2.2 State Consensus -- Fixed Topology Case -- Time-Varying Topology Case -- 12.3 Adaptive Mean-Field Games for Large Population Coupled ARX Systems With Unknown Coupling Strength -- Introduction -- Problem Formulation -- Control Design -- Closed-Loop Analysis -- 12.4 Other Topics and Theoretical Challenges -- 12.5 Bibliographic Notes -- Appendix 12.A -- 12.A.1 Proof of Theorem 12.5 -- References -- Index -- Back Cover…”

Tabla de Contenidos: “…Appendix F Extension: Effort Monitoring and Worker Termination -- References -- References for Appendices -- 4 Heterogeneous Agents in the Macroeconomy: Reduced-Heterogeneity Representations -- 1 Introduction -- 2 The Economic Problem and Notations -- 2.1 The Model -- 2.2 Equilibrium De nition and Intuition to Reduce the State Space -- 3 No-Trade Equilibria -- 3.1 No-Trade Equilibria with Transitory Shocks -- 3.1.1 Assumptions -- 3.2 Preserving Time-Varying Precautionary Saving in the Linear Model -- 3.3 No-Trade Equilibrium with Permanent Shocks -- 4 Small-Heterogeneity Models -- 4.1 Models Based on Assumptions About Labor Supply -- 4.1.1 Assumptions -- 4.1.2 Equilibrium Structure -- 4.1.3 The System -- 4.1.4 Algorithm: Finding the Value of L -- 4.1.5 Simulations -- 4.1.6 References and Limits -- 4.2 Models Based on Linearity in the Period Utility Function -- 4.2.1 Assumptions -- 4.2.2 Equilibrium Structure -- 4.2.3 Using Reduced Heterogeneity to Model Wealth Inequality over the Business Cycle -- 4.2.4 Other References and Remarks -- 4.3 Models Based on a "Family" Assumption -- 4.3.1 Assumptions -- 4.3.2 Equilibrium Structure -- 4.3.3 Algorithm and Simulations -- 4.3.4 Example of Quantitative Work -- 4.4 Assessment of Small-Heterogeneity Models -- 5 Truncated-History Models -- 5.1 Assumptions -- 5.2 Equilibrium Structure -- 5.3 Equations of the Model -- 5.4 Algorithm for the Steady State -- 5.5 Dynamics -- 5.6 Choosing the Preference Shifters ξeN -- 5.7 Numerical Example -- 6 Optimal Policies -- 7 Comparison with Other Approach Using Perturbation Methods -- 8 Heterogeneous Expectations -- 9 Concluding Remarks -- References -- Part 2 Finance -- 5 Heterogeneous Agent Models in Finance -- 1 Introduction -- 2 HAMs of Single Asset Market in Discrete-Time -- 2.1 Market Mood and Adaptive Behavior -- 2.2 Volatility Clustering: Calibration and Mechanisms…”

Tabla de Contenidos: “…Intro -- Foreword -- Contents -- Machine Intelligence -- Light Fixtures Position Detection Using a Camera -- 1 Introduction -- 1.1 Use Case -- 1.2 Programming Light Show -- 1.3 Light Network Control -- 2 State of the Art -- 3 Software -- 3.1 Programming Environment -- 3.2 Light Fixture Detection -- 3.3 GUI and User Input -- 4 Experiment -- 4.1 Lights Setup -- 4.2 Camera -- 5 Results -- 6 Discussion -- 7 Conclusion -- 8 Limitations -- 9 Future Research -- 10 Declarations -- References -- Improved Vehicle Logo Detection and Recognition for Complex Traffic Environments Using Deep Learning Based Unwarping of Extracted Logo Regions in Varying Angles -- 1 Introduction -- 2 Related Works -- 3 Working Methodology -- 3.1 Selected Models -- 3.2 Dataset -- 4 Results and Discussions -- 4.1 Test Cases -- 4.2 Comparative Analysis -- 4.3 Pose Variation Calculation -- 5 Conclusion and Future Work -- References -- Predicting Music Using Machine Learning -- 1 Introduction -- 2 Data -- 3 Feature Representation -- 3.1 Basic Music Notation -- 3.2 Note and Chord Representation -- 4 Methods and Modeling -- 4.1 Markov Chain Model -- 4.2 LSTM Model -- 4.3 LSTM Encoder-Decoder Model -- 4.4 Inference Modeling -- 4.5 Other Techniques -- 5 Results and Observations -- 6 Conclusion and Future Work -- References -- A Novel Process of Shoe Pairing Using Computer Vision and Deep Learning Methods -- 1 Introduction -- 2 Related Work -- 3 The Proposed Approach -- 3.1 Deep Multiview Representation Learning -- 3.2 Clustering -- 4 Results -- 5 Conclusions -- References -- Representation of Observations in Reinforcement Learning for Playing Arcade Fighting Game -- 1 Introduction -- 2 Environment Setup for KOF '97 -- 2.1 Interaction with Arched Emulator -- 2.2 Action Space -- 2.3 Observation -- 2.4 Graphical Representation of the Input and ACT Sequences -- 2.5 Reward System…”

Tabla de Contenidos: “…. -- Tabella 1: Valori di vulnerabilità ed esposizione alla minaccia delle varie tipologie di evidenze archeologiche. -- Figura 2: Falerii Novi, area campione. …”

Tabla de Contenidos: “…Mixtures of regression models with varying proportions -- 10.4. Machine learning embedded semiparametric mixtures of regressions -- 10.5. …”

Tabla de Contenidos: “…Intro -- The Gut Microbiota in Health and Disease -- Contents -- List of Contributors -- 1 Structural and Dynamics of Healthy Adult's Microbiota -- 1.1 Introduction -- References -- 2 Composition and Diversity of Gut Microbiota -- 2.1 Introduction -- 2.2 Composition and Diversity of Gut Microbiota Throughout Lifespan -- 2.3 Composition of Bacterial Community in the Different Sections of the Gastrointestinal Tract -- 2.4 Stability, Resilience, and Functional Redundancy -- 2.5 Interactions in the Gut Microbiota -- 2.5.1 Microbe-microbe Interactions -- 2.5.2 Host-microbe Interactions -- 2.5.3 Colonisation of the Gut Microbiota -- 2.6 Conclusion -- References -- 3 Factors Affecting Composition and Diversity of Gut Microbiota: A Disease Hallmark -- 3.1 Introduction -- 3.2 Composition of Gut Microbiota -- 3.2.1 Gut Microbiota of Infants and Newborns -- 3.2.2 Gut Microbiota of Adults -- 3.3 Factors Affecting Gut Microbiota -- 3.3.1 Age and Delivery Pattern -- 3.3.2 Diet -- 3.3.3 Antibiotics -- 3.3.4 Oxidative Stress -- 3.4 Modulation of Gut Microbiota -- 3.4.1 Probiotics and Prebiotics -- 3.5 Gut Microbiota Hallmark in Disease Condition -- 3.5.1 Cancer -- 3.5.2 COVID-19 -- 3.5.3 HIV -- 3.6 Conclusion -- References -- 4 Antibiotic-Induced Changes in the Composition of the Gut Microbiome -- 4.1 Introduction -- 4.2 Gut Microbiota Composition -- 4.3 Antibiotic-induced Changes in the Composition of the Microbiota -- 4.3.1 Loss of Bacterial Diversity and Domination of Pathogenic Bacteria -- 4.3.2 Decrease or Loss of Certain Bacterial Species -- 4.3.3 Increase in Susceptibility to Infections and Diseases -- 4.4 Conclusion -- References -- 5 Dysbiosis and its Varied Impacts -- 5.1 Introduction -- 5.2 Causes of Dysbiosis -- 5.3 Dysbiosis, Immune System, and Associated Diseases -- 5.3.1 Dysbiosis in the Immune-Compromised Host…”