Tabla de Contenidos: “…Univariate Discrete Distributions; Contents; Preface; 1 Preliminary Information; 1.1 Mathematical Preliminaries; 1.1.1 Factorial and Combinatorial Conventions; 1.1.2 Gamma and Beta Functions; 1.1.3 Finite Difference Calculus; 1.1.4 Differential Calculus; 1.1.5 Incomplete Gamma and Beta Functions and Other Gamma-Related Functions; 1.1.6 Gaussian Hypergeometric Functions; 1.1.7 Confluent Hypergeometric Functions (Kummer's Functions); 1.1.8 Generalized Hypergeometric Functions; 1.1.9 Bernoulli and Euler Numbers and Polynomials; 1.1.10 Integral Transforms; 1.1.11 Orthogonal Polynomials…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright Page -- Dedication -- Preface -- Acknowledgement -- Table of Contents -- Author Biography -- 1: Introduction -- 1.1 Overview -- 1.2 Elements of Graph Theory -- 1.2.1 Basic Results -- 1.2.2 Laplacian Spectrum of Graphs -- 1.2.3 Properties of Adjacency Matrix -- 1.2.4 Nonlinear Stochastic Dynamical Systems -- 1.2.5 Complex Dynamical Systems -- 1.2.6 Delay Effects -- 1.2.7 Sampled-Data Framework -- 1.3 Multiagent System Approach -- 1.3.1 Practical Examples -- 1.3.2 Some Relevant Definitions -- 1.4 Mathematical Models for Agent Dynamics…”

Tabla de Contenidos: “…The activation layer -- The pooling layer -- The fully connected layer -- Batch Normalization -- Dropout -- CNN in practice -- Fashion-MNIST classifier training code -- Analysis of CNNs -- Popular CNN architectures -- VGGNet -- Inception models -- ResNet model -- Transfer learning -- Summary -- Chapter 6: Feature-Based Object Detection -- Introduction to object detection -- Challenges in object detection -- Dataset and libraries used -- Methods for object detection -- Deep learning-based object detection -- Two-stage detectors -- Demo - Faster R-CNN with ResNet-101 -- One-stage detectors -- Demo -- Summary -- References -- Chapter 7: Segmentation and Tracking -- Datasets and libraries -- Segmentation -- Challenges in segmentation -- CNNs for segmentation -- Implementation of FCN -- Tracking -- Challenges in tracking -- Methods for object tracking -- MOSSE tracker -- Deep SORT -- Summary -- References -- Chapter 8: 3D Computer Vision -- Dataset and libraries -- Applications -- Image formation -- Aligning images -- Visual odometry -- Visual SLAM -- Summary -- References -- Chapter 9: Mathematics for Computer Vision -- Datasets and libraries -- Linear algebra -- Vectors -- Addition -- Subtraction -- Vector multiplication -- Vector norm -- Orthogonality -- Matrices -- Operations on matrices -- Addition -- Subtraction -- Matrix multiplication -- Matrix properties -- Transpose -- Identity matrix -- Diagonal matrix -- Symmetric matrix -- Trace of a matrix -- Determinant -- Norm of a matrix -- Getting the inverse of a matrix -- Orthogonality -- Computing eigen values and eigen vectors -- Hessian matrix -- Singular Value Decomposition -- Introduction to probability theory -- What are random variables? …”

Tabla de Contenidos: “…David Fajgenbaum's Quest for a Cure -- Rare Diseases, Common Problems -- Notes -- PART 3 Building Your Own Patient Equations -- Chapter 9 The Steam Table -- Progressing Toward Alzheimer's Disease...or Maybe Not -- When the Measurement and the Therapy Are One and the Same -- Steam Tables for Cancer -- The Data Problem -- From Wellness to Illness-and Back Again -- Notes -- Chapter 10 Good Data -- The Failure of Watson -- The Mars Climate Orbiter -- The Progression to Value -- Notes -- Chapter 11 Changing Clinical Trials -- Expanding Access to Trials -- Pharma's Lack of Connection to Clinical Care -- Truly Patient‐centric Trials -- Accepting New Kinds of Data -- Unshackling the Clinical Trial -- Enter Thomas Bayes -- Breaking the Barrier -- Synthetic Control Arms -- Our Synthetic Control Model -- Making Every Trial an Adaptive Trial -- A Stroke of Insight -- Notes -- Chapter 12 Disease Management Platforms -- The Promise of Mobile Apps -- Digital from the Beginning -- But It's Not That Easy -- Where That Leaves Us -- Notes -- PART 4 Scaling Progress to the World -- Chapter 13 The Importance of Collaboration -- A Tiny Island or a Larger Ecosystem -- How Data Collaboration Can Change the Game -- Notes -- Chapter 14 Value‐based Reimbursement -- Beyond Survival -- The (Mathematical) Fountain of Youth -- Money‐back Guarantee -- Making Value‐based Care the Future -- Notes -- Chapter 15 Aligning Incentives -- Human Doctors, Digital Doctors -- Respecting the Unquantifiable -- Empowered Patients -- Notes -- Chapter 16 And Then, a Pandemic -- Phase Diagrams Revisited…”

Tabla de Contenidos:

Tabla de Contenidos: “…Introduction; Part I: Signal Processing, Modelling and Related Mathematical Tools; Chapter 2. Statistical Machine Learning for HCI; 2.1 Introduction; 2.2 Introduction to Statistical Learning; 2.2.1 Types of Problem; 2.2.2 Function Space; 2.2.3 Loss Functions; 2.2.4 Expected Risk and Empirical Risk; 2.2.5 Statistical Learning Theory; 2.3 Support Vector Machines for Binary Classification; 2.4 Hidden Markov Models for Speech Recognition; 2.4.1 Speech Recognition; 2.4.2 Markovian Processes; 2.4.3 Hidden Markov Models…”

Tabla de Contenidos: “…2.3 Transport2.3.1 Transport processes in bulk solids; 2.3.2 Transport processes at interfaces; 2.3.3 Continuity concept; 2.3.4 Electrostatics; 2.4 The Mathematical System; 2.5 Origins of Photovoltaic Action; References; Chapter 3 Structures, Materials, and Scale; 3.1 Introduction; 3.2 Basic Structures for Photovoltaic Action; 3.2.1 General comments on band diagrams; 3.2.2 Photovoltaic action arising from built-in electrostatic fields; 3.2.3 Photovoltaic action arising from diffusion; 3.2.4 Photovoltaic action arising from effective fields; 3.2.5 Summary of practical structures…”

Tabla de Contenidos: “…OFDMA model considering energy efficiency and quality-of-service; 2.5.1. Mathematical Formulation; 2.5.2. Results; 2.6. Conclusions; References; Chapter 3: Firefly Algorithm in Telecommunications; 3.1. …”

Tabla de Contenidos: “…Front Cover; The Boundary Element Method for Plate Analysis; Copyright; Dedication; Contents; Foreword; References; Preface; Chapter One: Preliminary Mathematical Knowledge; 1.1. Introduction; 1.2. Gauss-Green theorem; 1.3. …”

Tabla de Contenidos: “…Szatrowski -- Sorting on a multiple magnetic tape unit / Wallace Klammer -- Automatic Digital Encoding System, II (ADES II) / E.K. Blum -- A mathematical language compiler / J. Chipps ... [et al.] -- Computer programming and coding at the high school level / Aaron L. …”

Tabla de Contenidos: “…Output Buffering Environment Variables Getting Input from Forms Cookies File Uploads PUT Method Requests Reading and Writing to Files Sessions Include and require Functions Functional Reference I/O Functions Sending Text to the Browser Output Buffering Files Compressed File Functions POSIX Debugging Session Handling Shell Commands HTTP Headers Network I/O FTP Data Functions Data Types, Constants, and Variables Arrays Hashing Strings Encoding and Decoding Encryption Regular Expressions Perl-Compatible Regular Expressions Mathematical Functions Common Math Random Numbers…”

Tabla de Contenidos: “…Using External Representations to Support Mathematical Modelling Competence in Biology Education(Benjamin Stöger and Claudia Nerdel) -- Chapter 4. …”

Tabla de Contenidos: “…Reported Health Effects of Low Relative Humidity in Other Environments -- Summary -- PRESSURIZATION -- CARBON DIOXIDE -- OTHER POTENTIAL EXPOSURES -- REFERENCES -- 6 Health Effects Associated with Exposure to Airliner Cabin Air -- HEALTH EFFECTS OF CONCERN -- Irritation and Inflammation -- Infection -- Respiratory Impairment -- Cardiovascular Effects -- Neoplasms -- Reproductive Disorders -- Miscellaneous -- Summary -- MONITORING AND SURVEILLANCE OF CREW AND PASSENGER HEALTH -- Pilots -- Flight Attendants and Passengers -- FAA Surveillance Activities -- GROUPS AT INCREASED RISK -- REFERENCES -- 7 Desirability and Feasibility of Additional Data Collection -- GENERAL CONCEPTS AND APPROACHES -- MEASURES OF AIRLINER CABIN AIR QUALITY -- MEASURES OF HEALTH EFFECTS -- OTHER SUBJECTS -- REFERENCES -- Appendix A A Computer Model for Assessing Airliner Cabin Air Quality -- CONCEPTUAL DEVELOPMENT -- MATHEMATICAL DEVELOPMENT -- OPERATING PROCEDURES -- SIMULATING AIRLINER AIR QUALITY -- REFERENCES -- Appendix B Selected Material from the FAA Accident/Incident Data System -- Appendix C Airliner Cabin Safety Regulations and Standards -- REFERENCES -- Glossary…”

Tabla de Contenidos: “…2.1 Introduction 2.2 Gauge freedom in the theory of orbits; 2.3 A practical example on gauges: a satellite orbiting a precessing oblate planet; 2.4 Conclusions: how we benefit from the gauge freedom; Appendix 1. Mathematical formalities: Orbital dynamics in the normal form of Cauchy; Appendix 2. …”

Tabla de Contenidos: “…1.3.2 Noise Immunity1.3.3 Timing Parameters; 1.3.4 Eye Diagram; 1.4 Modeling Digital Systems; 1.4.1 Mathematical Tools; 1.4.2 Spice-Like Circuit Simulators; 1.4.3 Full-Wave Numerical Tools; 1.4.4 Professional Simulators; References; 2 High-Speed Digital Devices; 2.1 Input/Output Static Characteristic; 2.1.1 Current and Voltage Specifications; 2.1.2 Transistor-Transistor Logic (TTL) Devices; 2.1.3 Complementary Metal Oxide Semiconductor (CMOS) Devices; 2.1.4 Emitter-Coupled Logic (ECL) Devices; 2.1.5 Low-Voltage Differential Signal (LVDS) Devices…”

Tabla de Contenidos: “…What do we learn from the way we do mathematics?; 3.4. A formal system for PL (PC); 3.4.1. …”

Tabla de Contenidos: “…2.4.2 Functions2.4.3 Control Structures; 2.4.4 Advanced Plotting; 2.4.5 Interactive Programs; 2.5 Data Analysis; 2.5.1 Importing and Storing Data; 2.6 A Word on Function Handles; 2.7 The Function Browser; 2.8 Summary; MATLAB Functions, Commands, and Operators Covered in This Chapter; 3 Mathematics and Statistics Tutorial; 3.1 Introduction; 3.2 Linear Algebra; 3.2.1 Matrices, Vectors, and Arrays; 3.2.2 Transposition; 3.2.3 Addition; 3.2.4 Scalar Multiplication; 3.2.5 Matrix Multiplication; 3.2.6 Geometrical Interpretation of Matrix Multiplication; 3.2.7 The Determinant…”

Tabla de Contenidos: “…Description; 3.2.2. Mathematical model…”

Tabla de Contenidos: “…; 1.6.1 Scalability to the High-Speed Transmission; 1.6.2 Compatibility to the Future Reconfigurable Optical Networks; 1.7 Channel Coding and OFDM; 1.8 Overview of the Book; References; Chapter 2: OFDM Principles; 2.1 Introduction; 2.2 Historical Perspective of OFDM; 2.3 OFDM Basics; 2.3.1 Mathematical Formulation of an OFDM Signal; 2.3.2 Discrete Fourier Transform Implementation of OFDM; 2.3.3 Cyclic Prefix for OFDM…”

Tabla de Contenidos: “…Intro -- Contents -- Introduction -- Chapter 1 Introduction to Economics -- Scarcity -- Four Economic Resources -- Opportunity Cost -- Rational Decision Making -- Marginal Analysis -- Economic Models -- Appendix: Math and Graph Review -- Chapter 2 Utility and Consumer Choice -- Utility Functions and Preferences -- Principle of Diminishing Marginal Utility -- Budget Constraints -- Constrained Utility Maximization -- Spending the Marginal Dollar -- Chapter 3 Demand -- The Law of Demand -- Demand Curves -- Determinants of Demand -- Price Elasticity of Demand -- Cross-Price and Income Elasticities of Demand -- Chapter 4 Production and Cost -- The Inputs Used in Production-Fixed and Variable -- The Short Run and the Long Run -- Short-Run Production -- Diminishing Marginal Product -- Costs in the Short Run -- Increasing Marginal Cost -- Chapter 5 Supply -- The Marginal Cost Curve -- The Law of Supply -- Supply Curves -- Determinants of Supply -- The Price Elasticity of Supply -- Chapter 6 Market Equilibrium -- Competitive Markets -- Equilibrium -- Changes to Equilibrium -- Efficiency in Competitive Markets -- Price Controls -- Excise Taxes -- Chapter 7 Perfect Competition -- Key Assumptions of Perfect Competition -- Revenue and Costs -- Profit Maximization, Mathematically -- Accounting Profit and Economic Profit -- Profit Maximization, Graphically -- Economic Profit and Loss in the Short Run -- Long-Run Adjustments -- Efficiency -- Chapter 8 Monopoly -- Key Assumptions -- Demand, Marginal Revenue, and Elasticity -- Profit Maximization -- Deadweight Loss -- Government Regulation -- Price Discrimination -- Appendix -- Chapter 9 Imperfect Competition: Monopolistic Competition and Oligopoly -- Key Assumptions of Monopolistic Competition -- Short-Run Equilibrium in Monopolistic Competition -- Long-Run Equilibrium in Monopolistic Competition -- Oligopoly…”