Tabla de Contenidos: “…Understanding the math behind the LSCP -- Solving LSCPs -- Exploring route-based combinatorial optimization problems -- Understanding the math behind the TSP -- Setting up the Google Maps API -- Solving the TSP -- Exploring a single-vehicle Vehicle Routing Problem (VRP) -- Exploring a Capacitated Vehicle Routing Problem (CVRP) -- Summary -- Chapter 11: Advanced Topics in Spatial Data Science -- Technical requirements -- Efficient operations with spatial indexing -- Implementing R-tree indexing in GeoPandas -- Introducing the H3 spatial index -- Estimating unknowns with spatial interpolation -- Applying Inverse Distance Weighted (IDW) interpolation -- Introduction to Kriging-based interpolation -- Ethical spatial data science -- Example 1 - Sharpiegate -- Example 2 - Human mobility: The New York Times investigative report -- Example 3 - COVID-19 contact tracing -- Example 4 - United States Census Bureau disclosure avoidance system -- Summary -- Index -- Other Books You May Enjoy…”

Tabla de Contenidos: “…Gharavi -- The experience of Egypt at the International Centre for settlement of investment disputes / Antonio R. Parra -- Host state's liability in investment dispute arbitration : the role of domestic laws / Hadi Slim -- The irresponsible national state of the investor : an idea for reform of the investment arbitration treaties / Tullio Treves -- La réforme des Nations Unies / Boutros Boutros-Ghali -- Le droit des victimes de crimes en droit international / Andreas Bucher -- Some reflections on judicial deference in international administrative law / Olufemi Elias & Martin Endicott -- Monde arabe et mondialisation / Ahmed Mahiou -- Global governance and international business : an approach from international human rights law / Mónica Pinto -- The high tide of international adjudication and arbitration / Stephen M. …”

Tabla de Contenidos: “…94 Migrating to VIX Options 98 Reflections on Figure 4.36 101 Migrating to Different Markets: The V2X 103 Risk-Regime Analysis 104 Conditional Performance of Hedging Strategies 106 Summary 109 CHAPTER 5 The Long and the Short of It 110 Short-Dated Options 110 The Physicists Weigh In 112 Buying Time 117 Long-Dated Options 119 Far from the Madding Crowd 121 R Minus D 122 The Lumberjack Plot 125 Selective Application of the Weekly Options Strategy 126 Summary 127 CHAPTER 6 Trend Following as a Portfolio Protection Strategy 128 What is Trend Following? …”

Tabla de Contenidos: “…-- 1.4 Essential Issues Related to Big Data -- References -- Chapter 2 Basic Programs for Analyzing Networks -- 2.1 UCINET -- 2.2 NetMiner -- 2.3 R -- 2.4 Gephi -- 2.5 NodeXL -- References -- Chapter 3 Understanding Network Analysis -- 3.1 Defining Social Network Analysis -- 3.2 Basic SNA Concepts -- 3.2.1 Basic Terminology -- 3.2.2 Representation of a Network -- 3.3 Social Network Data -- 3.3.1 One-Mode and Two-Mode Networks -- 3.3.2 Attributes and Weights -- 3.3.3 Network Data Form -- References -- Chapter 4 Research Methods Using SNA -- 4.1 SNA Research Procedures -- 4.2 Identifying the Research Problem and Developing Hypotheses -- 4.2.1 Identifying the Research Problem -- 4.2.2 Developing Hypotheses -- 4.3 Research Design -- 4.3.1 Defining the Network Model -- 4.3.2 Establishing Network Boundaries -- 4.3.3 Measurement Evaluation -- 4.4 Acquisition of Network Data -- 4.4.1 Survey -- 4.4.2 Interview, Observation, and Experiment -- 4.4.3 Existing Data -- 4.5 Data Cleansing -- 4.5.1 Extraction of the Node and Link -- 4.5.2 Merging and Separation of Data -- 4.5.3 Directional Transformation in the Link -- 4.5.4 Transformation of the Weights in Links -- 4.5.5 Transformation of the Two-Mode Network to a One-Mode Network -- References -- Chapter 5 Position and Structure -- 5.1 Position -- 5.1.1 Degree Centrality -- 5.1.2 Closeness Centrality -- 5.1.3 Betweenness Centrality -- 5.1.4 Prestige Centrality -- 5.1.5 Broker -- 5.2 Cohesive Subgroup -- 5.2.1 Component -- 5.2.2 Community -- 5.2.3 Clique -- 5.2.4 k-Core -- References -- Chapter 6 Connectivity and Role -- 6.1 Connection Analysis -- 6.1.1 Connectivity -- 6.1.2 Reciprocity…”

Tabla de Contenidos: “…The whole is more than the sum of its parts -- Chapter 10 Learning: Success loves speed -- Learning means course correcting -- Experiments, not assumptions -- Isolating the effect of a strategic initiative -- No failure, only feedback -- The right kind of failure -- Breaking the framework of failure -- Aim high, but without expectation -- Iterate, don't procrastinate -- Fast and focused iterations -- Chapter 11 Start now: Evidence-based leadership starts at the top -- A high-performance culture is an output, not an input -- The first iteration of evidence-based leadership -- Stage 1: Decide to be evidence-based leaders -- Stage 2: Create a measurable corporate strategy -- Stage 3: Cascade the strategy -- Stage 4: Let the cascade flow naturally -- Stage 5: Reflect and learn for the next iteration -- Will you start? -- Appendix: XmR charts give us three signals -- Signal 1: Outlier or special cause -- Signal 2: Long run -- Signal 3: Short run -- Index -- Did this book help you? …”

Tabla de Contenidos: “…. -- Detecting objects with MXNet - Faster R-CNN and YOLO -- Getting ready -- How to do it... -- How it works... -- There's more... -- Segmenting objects in images with MXNet - PSPNet and DeepLab-v3 -- Getting ready -- How to do it... -- How it works... -- There's more... -- Chapter 6: Understanding Text with Natural Language Processing -- Technical requirements -- Introducing NLP networks -- Getting ready -- How to do it... -- Introducing Recurrent Neural Networks (RNNs) -- Improving RNNs with Long Short-Term Memory (LSTM) -- Introducing GluonNLP Model Zoo -- Paying attention with Transformers -- How it works... -- There's more... -- Classifying news highlights with topic modeling -- Getting ready -- How to do it... -- How it works... -- There's more... -- Analyzing sentiment in movie reviews -- Getting ready -- How to do it... -- How it works... -- There's more... -- Translating text from Vietnamese to English -- Getting ready -- How to do it... -- How it works... -- There's more... -- Chapter 7: Optimizing Models with Transfer Learning and Fine-Tuning -- Technical requirements…”

Tabla de Contenidos: “…Williams -- Rostro de Cristo, forma de la Iglesia / María-José Baudinet -- Antiréticas / Nicéforo el Patriarca -- El cuerpo femenino y la práctica religiosa en la Baja Edad Media / Carolyne Walker Bynum -- La Hostia consagrada: un maravilloso exceso / Piero Camporesi -- El Cristo muerto de Holbein / Julia Kristeva -- Espíritus hambrientos y hombres hambrientos: corporeidad y racionalidad en el Japón medieval / Willliam R. LaFleur -- Metamorfosis y licantropía en el Franco-Condado, 1521-1643 / Caroline Oates -- La Quimera misma / Ginevra Bompiani -- La inanimado encarnado / Roman Paska -- Sobre el teatro de marionetas / Heinrich von Kleist -- Impresiones sobre el automatismo clásico (siglos XVI-XIX) / Jean-Claude Beaune…”

Tabla de Contenidos: “…Bernal -- Problemas relativos a la obtención y evaluación de los datos sociales / Jerome F. Scott y R. P. Lynton -- Más allá de la utopía: hacia una nueva orientación del análisis sociológico / Ralf Dahrendorf -- El carácter del pensamiento occidental / F. …”

Tabla de Contenidos: “…Cover -- Copyright -- Credits -- About the Authors -- Acknowledgments -- www.PacktPub.com -- Customer Feedback -- Table of Contents -- Preface -- Chapter 1: Installing and Managing Hyper-V in Full, Server Core, and Nano Server -- Introduction -- Verifying Hyper-V requirements -- Enabling the Hyper-V role -- Installing Windows Server 2016, Microsoft Hyper-V Server 2016, and Nano Server -- Managing a Server Core installation using sconfig -- Remotely managing a Nano Server installation -- Managing Nano Server using PowerShell -- Managing Nano Server using Server Management Tools - SMT -- Configuring Hyper-V post-installation settings -- Chapter 2: Migrating and Upgrading Physical and Virtual Servers -- Introduction -- Performing an in-place upgrade -- from Windows Server 2012 R2 to Windows Server 2016 -- Exporting and importing virtual machines -- Migrating virtual machines and updating their Integration Services -- Migrating virtual machine using Cross Version Shared Nothing Live Migration -- Migrating virtual machine storage using storage migration -- Converting VHD files to VHDX -- Upgrading the VM configuration version -- Converting physical computers to virtual machines -- Chapter 3: Managing Disk and Network Settings -- Introduction -- Creating and adding virtual hard disks -- Configuring IDE and SCSI controllers -- Configuring the Storage Quality of Service -- Configuring and adding Virtual Fibre Channel storage -- Creating resource pools -- Enabling and adding NIC teaming -- Creating and managing virtual switches -- Using advanced virtual machine network settings -- Adding and removing vmNICs -- Chapter 4: Saving Time and Cost with Hyper-V Automation -- Introduction -- Creating virtual machine templates -- Learning and utilizing basic commands in PowerShell -- Using PowerShell commands for daily tasks…”

Tabla de Contenidos: “…-- A Practical Example: The Bitcoin Network -- Mining: Proof-of-Work vs Proof-of-Stake -- Blockchain Beyond Cryptocurrency -- Transactional -- Organizational -- Strategic traceability and verification across all aspects of the organizational value chain -- Logistics and Supply Chain -- Decentralized Identity and Ownership Management -- Human Resources (HR) -- Conclusion -- Chapter 5 Intelligent Health: The Convergence of Data and AI -- Putting AI into Context -- Putting Health and Healthcare into Context -- Healthcare is different -- Six dimensions of health system transformation -- Healthcare data are unique and complex -- Healthcare digitization lags other sectors -- AI in Health and Healthcare -- The potential of healthcare data + AI -- A framework for the adoption of AI in healthcare -- A point solution - AI-enhanced radiological imaging -- Application solutions - AI-enhanced radiology departments -- System solutions - AI accelerates health system transformation -- Chapter 6 Helping Leaders Design New World People Experiences: Using Virtual and Augmented Reality to Advance the Future of Work -- Trends -- Product Design -- R&amp -- D -- Analytics -- Employee Readiness -- Collaboration/hybrid Work -- Transformation -- Engagement…”

Tabla de Contenidos: “…; 3.2 HD images compared with 35 mm; 3.3 Anamorphic 35 mm; 3.4 Comparisons with Super 16 mm; 3.5 Comparison with Digi Beta; 4 Display quality; 4.1 High definition shown on television; 4.2 HD written to film and projected mechanically; 4.3 HD shown on a state-of-the-art digital projector; 4.4 Digital projectors; 4.4.1 The Barco D-Cine Premiere DP 50®; 4.4.2 The Barco SLM R8; 5 Delivery requirements; 5.1 For delivery on film…”

Tabla de Contenidos:

Tabla de Contenidos: “…; 1.3.1 From GSM to 3GPP Release 7; 1.3.2 3GPP Release 99 (3GPP R99); 1.3.3 3GPP Release 4; 1.3.4 3GPP Releases 5, 6 and 7; 2 IP Multimedia Subsystem architecture; 2.1 Architectural requirements; 2.1.1 IP multimedia sessions; 2.1.2 IP connectivity…”

Tabla de Contenidos: “…3.6.1 Overview3.7 Other Autoregressive Filters; 3.8 Adaptive Filters; 3.8.1 Varying r; 3.8.2 Varying p; 3.8.3 Criteria; 3.8.4 Adaptation; 3.9 Demodulating via Adaptive Filters; 3.9.1 Demodulation Method; 3.9.2 Step Size μ; 3.9.3 Performance; 3.10 Phase Shift via Adaptive Filter; 3.11 Inverse Problems; 3.11.1 Model Order Problem; 3.11.2 Estimating Filter Coefficients; 3.11.3 Target Tracking as an Inverse Problem; 3.12 Kalman Filter; 3.12.1 Estimating the Rate; 3.12.2 Fitting a Sine Curve; 3.12.3 Sampling in Space; 3.13 Summary; References; 4 Fourier Transform and Signal Spectrum…”

Tabla de Contenidos: “…; 1.4.1 3GPP Release 99 (3GPP R99); 1.4.2 3GPP Release 4; 1.4.3 3GPP Releases 5 and 6; 1.4.4 IMS Development in other Standardization Development Organizations; 1.4.5 3GPP Release 7 and common IMS; 1.4.6 Insight to 3GPP Release 8; 1.5 Why a SIP Solution Based on 3GPP Standards?…”

Tabla de Contenidos: “…Step 1: Decide on the Final Tcl Script Contents (Myscript) -- Step 2: Generate a Public/Private Key Pair -- Step 3: Generate a Certificate with the Key Pair -- Step 4: Generate a Detached S/MIME pkcs7 Signature for Myscript Using the Private Key -- Step 5: Modify the Format of the Signature to Match the Cisco Style for Signed Tcl Scripts and Append It to the End of Myscript -- Tcl Script-Failure Scenario -- Scaling Tcl Script Distribution -- Summary -- References -- Appendix A: Cisco IOS Tcl Commands Quick Reference -- Index -- A -- B-C -- D -- E -- F -- G-H-I -- J-K-L -- M -- N-O -- P -- Q-R -- S -- T -- U-V -- W -- X-Y-Z…”

Tabla de Contenidos: “…Perez, University of Cantabria -- R. Eickhoff, and U. Mayer, Dresden University of Technology) -- Chapter 21: Blind Channel Estimation in MIMO using Multi-carrier CDMA (A. …”

Tabla de Contenidos: “…Mixture models and clustering -- Non-finite mixture model -- Dirichlet process -- Continuous mixtures -- Some common distributions are mixtures -- Summary -- Exercises -- Chapter 8: Gaussian Processes -- Linear models and non-linear data -- Modeling functions -- Multivariate Gaussians and functions -- Covariance functions and kernels -- Gaussian processes -- Gaussian process regression -- Gaussian process regression with PyMC -- Setting priors for the length scale -- Gaussian process classification -- GPs for space flu -- Cox processes -- Coal mining disasters -- Red wood -- Regression with spatial autocorrelation -- Hilbert space GPs -- HSGP with Bambi -- Summary -- Exercises -- Chapter 9: Bayesian Additive Regression Trees -- Decision trees -- BART models -- Bartian penguins -- Partial dependence plots -- Individual conditional plots -- Variable selection with BART -- Distributional BART models -- Constant and linear response -- Choosing the number of trees -- Summary -- Exercises -- Chapter 10: Inference Engines -- Inference engines -- The grid method -- Quadratic method -- Markovian methods -- Monte Carlo -- Markov chain -- Metropolis-Hastings -- Hamiltonian Monte Carlo -- Sequential Monte Carlo -- Diagnosing the samples -- Convergence -- Trace plot -- Rank plot -- , (R hat) -- Effective Sample Size (ESS) -- Monte Carlo standard error -- Divergences -- Keep calm and keep trying -- Summary -- Exercises -- Chapter 11: Where to Go Next -- Other Books You May Enjoy -- Index…”

Tabla de Contenidos: “…Cover -- Half Title -- Series Page -- Title Page -- Copyright Page -- Dedication -- Table of Contents -- List of figures -- List of tables -- Author Biographies -- Introduction -- 1 R. M. Solow's inspirations -- 1.1 Introduction -- 1.2 Harrod's equilibrium -- 1.3 Domar's equilibrium -- 1.4 Kaldor's economic growth model -- 1.5 Principle of the original Solow economic growth model -- 1.6 Conclusions -- 2 The Solow model -- 2.1 Introduction -- 2.2 The Solow model with a neoclassical production function -- 2.3 Special cases -- 2.3.1 The Cobb-Douglas production function -- 2.3.2 The CES production function -- 2.4 Phelps' golden rules of capital accumulation -- 2.5 Conclusions -- 3 Generalizations of the Solow model (the Mankiw-Romer-Weil and Nonneman-Vanhoudt models) -- 3.1 Introduction -- 3.2 The two-capital Mankiw-Romer-Weil model (a model of human capital accumulation) -- 3.2.1 The model with a neoclassical production function -- 3.2.2 A model with the Cobb-Douglas production function -- 3.2.3 A model with the CES production function -- 3.2.4 Golden rules of accumulation in the Mankiw-Romer-Weil model -- 3.3 The multi-capital Nonneman-Vanhoudt model -- 3.3.1 The model with a neoclassical production function -- 3.3.2 A model with the Cobb-Douglas production function -- 3.3.3 A model with the CES production function -- 3.3.4 Golden rules of accumulation in the Nonneman-Vanhoudt model -- 3.4 Conclusions -- 4 Fiscal and monetary policy vs economic growth -- 4.1 Introduction -- 4.2 Fiscal policy in a Mankiw-Romer-Weil model -- 4.2.1 The basic model -- 4.2.2 A model with public capital -- 4.3 Monetary rules in a Domar-Solow model -- 4.4 Conclusions -- 5 Economic growth at returns to scale conditions -- 5.1 Introduction -- 5.2 Returns to scale in a single-capital (Solow) model -- 5.3 Returns to scale in a two-capital (Mankiw-Romer-Weil) model…”

Tabla de Contenidos: “….] -- Fragmentation causes rarity in common marmosets in the Atlantic forest of northeastern Brazil / Antonio R. Mendes Pontes ... [et al.] -- Distribution, abundance, and habitat use of introduced Boa constrictor threatening the native biota of Cozumel Island, Mexico…”