Tabla de Contenidos: “…Cover -- Copyright and Credits -- Packt Upsell -- Foreword -- Contributors -- Table of Contents -- Preface -- Chapter 1: Getting Started -- Understanding deep learning -- Perceptron -- Activation functions -- Sigmoid -- The hyperbolic tangent function -- The Rectified Linear Unit (ReLU) -- Artificial neural network (ANN) -- One-hot encoding -- Softmax -- Cross-entropy -- Dropout -- Batch normalization -- L1 and L2 regularization -- Training neural networks -- Backpropagation -- Gradient descent -- Stochastic gradient descent -- Playing with TensorFlow playground -- Convolutional neural network -- Kernel -- Max pooling -- Recurrent neural networks (RNN) -- Long short-term memory (LSTM) -- Deep learning for computer vision -- Classification -- Detection or localization and segmentation -- Similarity learning -- Image captioning -- Generative models -- Video analysis -- Development environment setup -- Hardware and Operating Systems - OS -- General Purpose - Graphics Processing Unit (GP-GPU) -- Computer Unified Device Architecture - CUDA -- CUDA Deep Neural Network - CUDNN -- Installing software packages -- Python -- Open Computer Vision - OpenCV -- The TensorFlow library -- Installing TensorFlow -- TensorFlow example to print Hello, TensorFlow -- TensorFlow example for adding two numbers -- TensorBoard -- The TensorFlow Serving tool -- The Keras library -- Summary -- Chapter 2: Image Classification -- Training the MNIST model in TensorFlow -- The MNIST datasets -- Loading the MNIST data -- Building a perceptron -- Defining placeholders for input data and targets -- Defining the variables for a fully connected layer -- Training the model with data -- Building a multilayer convolutional network -- Utilizing TensorBoard in deep learning -- Training the MNIST model in Keras -- Preparing the dataset -- Building the model…”

Tabla de Contenidos: “…The Arbitrariness of Law -- The Disputed Awards -- The Review of Awards by the Courts -- Bureaucracy and Judiciary: the Extra Costs Offair Compensation -- Notes -- References -- Chapter 4: Development-Induced Population Displacement -- Introduction -- Prevailing Ethical Concerns in Development-Induced Displacement -- Shortfalls in Meeting Concerns -- Application to DID -- Ethical Standards and Limits for DID -- Three Cases -- Case 1: Navi Mumbai -- Ethical Guidelines for DID and CIDCO's Rehabilitation Efforts -- Case 2: Bangalore -- Case 3: Anandgarh -- Land Acquisition -- Rehabilitation Policy -- Reasons for Opposition to the Project -- Effect of People's Opposition -- Points to Ponder -- Notes -- References -- Chapter 5: Forced Migration and Coal Mining -- Introduction -- Migration Versus Forced Migration -- Causes of Forced Migration or Displacement -- Forced Displacement: Conceptual Analysis -- Consequences of Forced Displacement -- Forced Migration Caused by Coal Mining Sector in India -- Coal in India: A Glance -- R&R Policy of Coal India: A Critique -- Some Illustrative Field Studies -- Field Study-1 -- Field Study-2 -- Field Study-3 -- Field Study-4 -- Field Study-5 -- Conclusion -- References -- Chapter 6: Economic Libralization, the State, and Resettlement and Rehabilitation -- Introduction -- Liberalization and Land -- Land Market -- Eminent Domain -- Impact of Liberalization on Land Acquisition -- The State and Welfare of the Displaced -- The Market and the have-Nots -- Land Acquisition Model of R&R -- Property Rights and Encroachers -- Curtailment of R&R Cost -- Inflating the Cost of R&R -- Rhetoric or Reality -- People's Resistance and Cost Escalation -- Human Rights Movement -- International NGOs -- Countering the Negative Impact of Liberalization -- Hollow Packages -- Unsatisfactory Outcomes -- Alternative Perspectives…”

“…No se conservaron en la Biblia judía, pero son como el mantillo del Nuevo Testamento. Hablan de (o hacen hablar a) Adán y Eva, Henoc, Abrahán, Moisés, etc., figuras ilustres de los tiempos fundacionales mencionados en el Pentateuco. …”

“…Parece como si, en el contexto actual de pluralismo religioso, hablar de Dios fuese el único factor de unidad. Esa realidad última puede ser un elemento compartido. …”

“…Por eso estamos llamados a propiciar el éxito de la vida familiar y a hablar convincentemente de la importancia, la belleza y el valor del matrimonio y de la familia. …”

Tabla de Contenidos: “…Chapter 6 - OpenMP Runtime -- 6.1 Introduction -- 6.2 Offloading Library Design -- 6.3 Tasking Runtime -- 6.3.1 Task Dependency Management -- 6.4 Experimental Results -- 6.4.1 Offloading Library -- 6.4.2 Tasking Runtime -- 6.4.2.1 Applications with a linear generation pattern -- 6.4.2.2 Applications with a recursive generation pattern -- 6.4.2.3 Applications with mixed patterns -- 6.4.2.4 Impact of cutoff on LINEAR and RECURSIVE applications -- 6.4.2.5 Real applications -- 6.4.3 Evaluation of the Task Dependency Mechanism -- 6.4.3.1 Performance speedup and memory usage -- 6.4.3.2 The task dependency mechanism on the MPPA -- 6.5 Summary -- References -- Chapter 7 - Embedded Operating Systems -- 7.1 Introduction -- 7.2 State of The Art -- 7.2.1 Real-time Support in Linux -- 7.2.1.1 Hard real-time support -- 7.2.1.2 Latency reduction -- 7.2.1.3 Real-time CPU scheduling -- 7.2.2 Survey of Existing Embedded RTOSs -- 7.2.3 Classification of Embedded RTOSs -- 7.3 Requirements for The Choice of The Run Time System -- 7.3.1 Programming Model -- 7.3.2 Preemption Support -- 7.3.3 Migration Support -- 7.3.4 Scheduling Characteristics -- 7.3.5 Timing Analysis -- 7.4 RTOS Selection -- 7.4.1 Host Processor -- 7.4.2 Manycore Processor -- 7.5 Operating System Support -- 7.5.1 Linux -- 7.5.2 ERIKA Enterprise Support -- 7.5.2.1 Exokernel support -- 7.5.2.2 Single-ELF multicore ERIKA Enterprise -- 7.5.2.3 Support for limited preemption, job, and global scheduling -- 7.5.2.4 New ERIKA Enterprise primitives -- 7.5.2.5 New data structures -- 7.5.2.6 Dynamic task creation -- 7.5.2.7 IRQ handlers as tasks -- 7.5.2.8 File hierarchy -- 7.5.2.9 Early performance estimation -- 7.6 Summary -- References -- Index -- About the Editors -- Back Cover…”

Tabla de Contenidos: “…Veiller à ce que le cadre d'action et réglementaire soit stable et propice à l'investissement -- Moderniser la réglementation -- Aligner les politiques et les réglementations au service de l'amélioration de la durabilité -- Se servir de la politique agricole pour améliorer les performances à long terme du secteur -- Améliorer la cohérence des politiques -- Élaborer des plans stratégiques approfondis intégrant l'ensemble de la chaîne de valeur -- Réduire au minimum les incohérences entre les politiques -- Cibler les interventions sur les enjeux -- Renforcer la pertinence et l'impact des examens par pays -- Notes -- Références -- Chapitre 2. …”

Tabla de Contenidos: “…Autoritarismo, desconfianza e inseguridad en el discurso ciudadano4. Inseguridad en el hablar ciudadano; Capítulo 6; 1. La situación regional; 2. …”

Tabla de Contenidos: “…Knowledge Management, E-Learning, and the Role of the Academic Library; Chapter 16. Knowledge Management and Continuity of Operations: E-Learning as a Strategy in Disaster Prevention and Emergency Management…”

Tabla de Contenidos: “…Solange Tenorio -- Significancias de las personas con discapacidad respecto de los procesos desarrollados en centros de capacitación laboaral / Mg. Claudia Suzarte Sánchez -- Percepción de hombres y mujeres en situación de discapacidad intelecual, egresados del Diploma de Habilidades Laborales UNAB, sede Concecpción, respecto de los facilitadores y obstacuilzadores en el proceso de inclusón laboral / Mg. …”

Tabla de Contenidos: “…El concEpto dE milagro; 29. la mEsa dEl billar; 30. la ciEncia dE la publicidad; 31. El único miEdo; 32. lo oculto; 33. …”

Tabla de Contenidos: “…FORTALEZAS, FOTOGRAMAS Y PALOMITAS DE MAÍZ -- IV. ¿QUIÉN PUEDE HABLAR SOBRE ÁFRICA? -- 1. LA LEGITIMIDAD DE LOS EXPERTOS -- 2. …”

Tabla de Contenidos: “…Conté: Infraestrucctura e Paisagem Infrastrutura é Paisagem = Infraestructura y Paisaje Infraestructura es Paisaje / João Ferreira Nunes, p.22; Um estilo sustentável = Un estilo sostenible / Anna Bulanda-Jansen, p.38; Silo Automóvel = Edificio de Aparcamientos / João Appleton, Isabel Domingos | Appleton e Domingos Arquitectos, p.44; Ojalá Awareness Club = Ojalá Awareness Club / Andrés Jaque, p.58; Recuperação dos terraços do Rey Chico = Recuperación de las terrazas del Rey Chico / António Tejedor Cabrera, Mercedes Linares Gomez Del Pulgar & Pedro Lobato Vida, p.68; Lipor-Central de valorização orgânica = Lipor-Central de valorización orgánica / Carlos Prata, p.78; Parque Temático da Madeira = Parque Temático de Madeira / Duarte Caldeira e Silva, p.96; Eco Parque = Eco Parque / Gonzalo Arias Recalde, p.108; Centro de visitantes das Grutas das Torres = Centro de Visitantes de las Grutas de las Torres / Inês Vieira da Silva & Miguel Vieira | SAMI Aquitectos, p.126; Parque Linear de Ourém / João Ferreira Nunes | Proap, p.142; Centro de Controlo Operativo = Centro de Controp Operativo / João Luis Carrilho da Graça, Flávio Barbini & Maria João Silva Barbini, p.158; Restaurante do Parque Urbano de Beja = Restaurante del Parque Urbano de Beja / João Santa-Rita | Santa-Rita Arquitectos, p.176; Parque de Alborán, El Toyo = / José Luís Daroca Bruño & Pilar Mencia Gutierrez, p.192; Centro Interpretativo das Ruinas de Torre de Palma = Centro de Interpretación de las Ruinas de la Torre de Palmas / Victor Mestre & Sofia Aleixo, p.202…”

Tabla de Contenidos: “…An introduction to restriktor: evaluating informative hypotheses for linear models (VanbrabantandRosseel) 12. Testing replication with small samples: applications to ANOVA(Zondervan-Zwijnenburgand Rijshouwer) 13. …”

Tabla de Contenidos: “…: a new scenario for the complexity-stability relation -- Simulation of Gross Domestic Product in International Trade Networks: Linear Gravity Transportation Model -- Analysis of Network Robustness for a Japanese Business Relation Network by Percolation Simulation.- Detectability threshold of the spectral method for graph partitioning.- Spread of Infectious Diseases with a Latent Period.…”

Tabla de Contenidos: “…Fighting Fire with Fire in Cancer -- 4. Linear Polyubiquitination: a Crucial Regulator of NF-kB Activation -- 5. …”

Tabla de Contenidos: “…Imaging and Data Mining -- Ranking as Function Approximation -- Two Algorithms for Approximation in Highly Complicated Planar Domains -- Computational Intelligence in Clustering Algorithms, With Applications -- Energy-Based Image Simplification with Nonlocal Data and Smoothness Terms -- Multiscale Voice Morphing Using Radial Basis Function Analysis -- Associating Families of Curves Using Feature Extraction and Cluster Analysis -- Numerical Simulation -- Particle Flow Simulation by Using Polyharmonic Splines -- Enhancing SPH using Moving Least-Squares and Radial Basis Functions -- Stepwise Calculation of the Basin of Attractionin Dynamical Systems Using Radial Basis Functions -- Integro-Differential Equation Models and Numerical Methods for Cell Motility and Alignment -- Spectral Galerkin Method Applied to Some Problems in Elasticity -- Statistical Approximation Methods -- Bayesian Field Theory Applied to Scattered Data Interpolation and Inverse Problems -- Algorithms for Structured Gauss-Markov Regression -- Uncertainty Evaluation in Reservoir Forecasting by Bayes Linear Methodology -- Data Fitting and Modelling -- Integral Interpolation -- Shape Control in Powell-Sabin Quasi-Interpolation -- Approximation with Asymptotic Polynomials -- Spline Approximation Using Knot Density Functions -- Neutral Data Fitting by Lines and Planes -- Approximation on an Infinite Range to Ordinary Differential Equations Solutions by a Function of a Radial Basis function -- Weighted Integrals of Polynomial Splines -- Differential and Integral Equations -- On Sequential Estimators for Affine Stochastic Delay Differential Equations -- Scalar Periodic Complex Delay Differential Equations: Small Solutions and their Detection -- Using Approximations to Lyapunov Exponents to Predict Changes in Dynamical Behaviour in Numerical Solutions to Stochastic Delay Differential Equations -- Superconvergence of Quadratic Spline Collocation for Volterra Integral Equations -- Special Functions and Approximation on Manifolds -- Asymptotic Approximations to Truncation Errors of Series Representations for Special Functions -- Strictly Positive Definite Functions on Generalized Motion Groups -- Energy Estimates and the Weyl Criterion on Compact Homogeneous Manifolds -- Minimal Discrete Energy Problems and Numerical Integration on Compact Sets in Euclidean Spaces -- Numerical Quadrature of Highly Oscillatory Integrals Using Derivatives…”

Tabla de Contenidos: “…Complex Effects in Large Eddy Simulations -- On the Relation between Subgrid-Scale Modeling and Numerical Discretization in Large-Eddy Simulation -- Space-Time Error Representation and Estimation in Navier-Stokes Calculations -- Multiresolution Particle Methods -- LES Computation of Lagrangian Statistics in Homogeneous Stationary Turbulence; Application of Universalities under Scaling Symmetry at Sub-Grid Scales -- Anisotropic Subgrid-Scale Modelling: Comparison of LES with High Resolution DNS and Statistical Theory for Rapidly Rotating Turbulence -- On the Investigation of a Dynamic Nonlinear Subgrid-Scale Model -- Three Problems in the Large-Eddy Simulation of Complex Turbulent Flows -- Filtering the Wall as a Solution to the Wall-Modeling Problem -- ANear-Wall Eddy-Viscosity Formulation for LES -- Investigation of Multiscale Subgrid Models for LES of Instabilities and Turbulence in Wake Vortex Systems -- Numerical Determination of the Scaling Exponent of the Modeled Subgrid Stresses for Eddy Viscosity Models -- A Posteriori Study on Modelling and Numerical Error in LES Applying the Smagorinsky Model -- Passive Scalar and Dissipation Simulations with the Linear Eddy Model -- Lattice-Boltzmann LES of Vortex Shedding in the Wake of a Square Cylinder -- LES on Cartesian Grids with Anisotropic Refinement -- Towards Time-Stable and Accurate LES on Unstructured Grids -- A Low-Numerical Dissipation, Patch-Based Adaptive-Mesh-Refinement Method for Large-Eddy Simulation of Compressible Flows -- Large-Eddy Simulation of Richtmyer-Meshkov Instability -- LES of Variable Density Bifurcating Jets -- Large-Eddy Simulation of a Turbulent Flow around a Multi-Perforated Plate -- Simulation of Separation from Curved Surfaces with Combined LES and RANS Schemes -- Highly Parallel Large Eddy Simulations of Multiburner Configurations in Industrial Gas Turbines -- Response of a Swirled Non-Premixed Burner to Fuel Flow Rate Modulation -- Investigation of Subgrid Scale Wrinkling Models and Their Impact on the Artificially Thickened Flame Model in Large Eddy Simulations -- Analysis of Premixed Turbulent Spherical Flame Kernels -- Large Eddy Simulation of a Turbulent Ethylene/Air Diffusion Flame -- Energy Fluxes and Shell-to-Shell Transfers in MHD Turbulence…”

Tabla de Contenidos: “…Digital Ubuntu: Sharing Township Music with the World / Alexandrina Agloro -- Text Analysis for Thought in the Black Atlantic / Sayan Bhattacharyya -- Austin Clarke's Digital Crossings / Paul Barrett -- Radical Collaboration to Improve Library Collections / Hélène Huet, Suzan Alteri, and Laurie N. …”

Tabla de Contenidos: “…Remove Unnecessary Sections -- Linearize the Layout -- Printer Styling -- Adopt CSS Columns -- Use Borders Instead of Background Colors -- Remove or Invert Images -- Add Supplementary Content -- Page Breaks -- Printing Pains…”