Tabla de Contenidos: “…Multivariate Time Series as Images: Imputation Using Convolutional Denoising Autoencoder -- Dual Sequential Variational Autoencoders for Fraud Detection -- A Principled Approach to Analyze Expressiveness and Accuracy of Graph Neural Networks -- Efficient Batch-Incremental Classification Using UMAP for Evolving Data Streams -- GraphMDL: Graph Pattern Selection Based on Minimum Description Length -- Towards Content Sensitivity Analysis -- Gibbs Sampling Subjectively Interesting Tiles -- Even Faster Exact k-Means Clustering -- Ising-Based Consensus Clustering on Special Purpose Hardware -- Transfer Learning by Learning Projections from Target to Source -- Computing Vertex-Vertex Dissimilarities Using Random Trees: Application to Clustering in Graphs -- Towards Evaluation of CNN Performance in Semantically Meaningful Latent Spaces -- Vouw: Geometric Pattern Mining Using the MDL Principle -- A Consensus Approach to Improve NMF Document Clustering -- Discriminative Bias for Learning Probabilistic Sentential Decision Diagrams -- Widening for MDL-Based Retail Signature Discovery -- Addressing the Resolution Limit and the Field of View Limit in Community Mining -- Estimating Uncertainty in Deep Learning for Reporting Confidence: An Application on Cell Type Prediction in Testes Based on Proteomics -- Adversarial Attacks Hidden in Plain Sight -- Enriched Weisfeiler-Lehman Kernel for Improved Graph Clustering of Source Code -- Overlapping Hierarchical Clustering (OHC) -- Digital Footprints of International Migration on Twitter -- Percolation-Based Detection of Anomalous Subgraphs in Complex Networks -- A Late-Fusion Approach to Community Detection in Attributed Networks -- Reconciling Predictions in the Regression Setting: an Application to Bus Travel Time Prediction -- A Distribution Dependent and Independent Complexity Analysis of Manifold Regularization -- Actionable Subgroup Discovery and Urban Farm Optimization -- AVATAR - Machine Learning Pipeline Evaluation Using Surrogate Model -- Detection of Derivative Discontinuities in Observational Data -- Improving Prediction with Causal Probabilistic Variables -- DO-U-Net for Segmentation and Counting -- Enhanced Word Embeddings for Anorexia Nervosa Detection on Social Media -- Event Recognition Based on Classification of Generated Image Captions -- Human-to-AI Coach: Improving Human Inputs to AI Systems -- Aleatoric and Epistemic Uncertainty with Random Forests -- Master your Metrics with Calibration -- Supervised Phrase-Boundary Embeddings -- Predicting Remaining Useful Life with Similarity-Based Priors -- Orometric Methods in Bounded Metric Data -- Interpretable Neuron Structuring with Graph Spectral Regularization -- Comparing the Preservation of Network Properties by Graph Embeddings -- Making Learners (More) Monotone -- Combining Machine Learning and Simulation to a Hybrid Modelling Approach -- LiBRe: Label-Wise Selection of Base Learners in Binary Relevance for Multi-Label Classification -- Angle-Based Crowding Degree Estimation for Many-Objective Optimization…”

Tabla de Contenidos: “…Windows Server® 2008 Hyper-VTM Resource Kit; Contributing Authors; Microsoft Press; Microsoft Product Team Reviewers; Microsoft Consulting Services Reviewers; Microsoft Customer Support Services Reviewers; Microsoft Technical Specialist Reviewers; Acknowledgments; Introduction; Overview of Book; Document Conventions; Sidebars; Command-Line Examples; Companion Media; System Requirements; Using the Scripts; Resource Kit Support Policy; I. …”

Tabla de Contenidos:

Tabla de Contenidos: “…The Main MethodComments; Documentation Comments; Case Sensitivity; Naming Conventions; Source Code Character Sets and Unicode; Identifiers; Source File Names and Contents; Keywords; Package and Namespace Keywords; Simple Type and Constant Keywords; Type Declaration, Access, and Manipulation Keywords; Modifier Keywords; Flow Control Keywords; Exception Handling Keywords; Unmanaged Code Keywords; Keywords as Identifiers; Operators; Precedence and Associativity; Literals; Modifiers; Access Modifiers; Inheritance Modifiers; Other Modifiers; Namespaces; Declaring Namespaces; Using Namespaces…”

Tabla de Contenidos: “…Cover; Copyright; Credits; About the Author; About the Reviewer; www.PacktPub.com; Table of Contents; Preface; Chapter 1: Creating Simple Maps with OpenLayers 3; Before getting started; Creating a working environment; Structure of OpenLayers 3; Building the layout; Creating the appeal; Writing the code; Using the API documentation; Understanding type definitions; Debugging the code; Summary; Chapter 2: Applying Custom Styles; Before getting started; Basic considerations; Customizing the default appearance; Identifying the classes; Styling the controls; Customizing the attribution control…”

Tabla de Contenidos: “…; The Maven release plugin; The Maven enforcer plugin; Avoiding the use of unversioned plugins; Descriptive parent POM files; Documentation is your friend; Avoid overriding the default directory structure; Using SNAPSHOT versioning during the development; Get rid of unused dependencies; Avoiding keeping credentials in application POM files; Avoiding using deprecated references; Avoiding repetition - use archetypes…”

Tabla de Contenidos: “…Critical Items to Your Plan's SuccessPlans to Grow Your Value; Plans for Cashing Out; Summary; Appenix A: Sample Engagement Letter; Appendix B: Sample Due Diligence Request; Organization and Records; Financial Statements and Records; Tax-related Items; Employee Matters; Market and Sales Overview; Material Contracts and Other Documents; Legal and Litigation Matters; Intellectual Property; Miscellaneous; Appendix C: AICPA Statement on Standards for Valuation Services No. 1; The Valuation Report; For a Valuation Engagement; Detailed Report; Introduction; Summary Report…”

Tabla de Contenidos: “…Computing conditional probability with Bayes' theoremThe Naive Bayes algorithm; Classification with Naive Bayes; The Laplace estimator; Using numeric features with Naive Bayes; Example - filtering mobile phone spam with the Naive Bayes algorithm; Step 1 - collecting data; Step 2 - exploring and preparing the data; Data preparation - cleaning and standardizing text data; Data preparation - splitting text documents into words; Data preparation - creating training and test datasets; Visualizing text data - word clouds; Data preparation - creating indicator features for frequent words…”

Tabla de Contenidos: “…; Disadvantages of Vagrant; Vagrant for Trainers, Instructors, and Teachers; Installing the Software; Git; VirtualBox; Vagrant; Check the Installation; Basic Vagrant Configuration; Documentation; Summary; In the Next Chapter, You'll Learn . . .; Reading List; Test Yourself; Chapter 2: Four Web Frameworks in Four Minutes…”

Tabla de Contenidos: “…Do Comprehensive Due Diligence of Partners, Suppliers, Vendors, and ClientsBe Involved in Office/Site Location Selection; Conduct Background Investigations/Personnel Security; Address Resignations and Terminations; Access controls; Secure Storage and Locks; Importance of Information Security Manager(s) as Program Contacts; Document and Material Destruction/Trash Controls; Control of Office Machines; Pro-Active Prevention Monitoring; Use of Tiger and Red Team Testing; Non-Disclosure, Non-Compete, and Other Legal Agreements; Limiting Where/How Company Information Can Be Worked On or Discussed…”

Tabla de Contenidos: “…""Chapter 7: Optimizing for Dart VM and Dartium""""Dart Virtual Machine""; ""Dartium""; ""Checked Mode""; ""Summary""; ""Chapter 8: Cleaning up with Dart Formatter""; ""Dart Formatter""; ""Summary""; ""Chapter 9: Generating Dart Code Documentation""; ""docgen""; ""DocGen Options""; ""Summary""; ""Chapter 10: Monitoring Your Applications with Observatory""; ""Observatory""; ""Observatory and Command-Line Applications""; ""Observatory and Web Applications""; ""Summary""; ""Part III: The Dart Language: Basics""; ""Chapter 11: The Dart Comment System""; ""Comments Overview""; ""Inline Comments""…”

Tabla de Contenidos: “…Running the Program Taking Class Methods to the Next Level; Accessing the Xcode Documentation; Summary; Exercises; Chapter 8: Programming Basics in Swift; Using let vs. var; Understanding Collections; Using Arrays; Using the Dictionary Class; Creating the BookStore Application; Creating Your Class; Introducing Properties; Accessing Variables; Finishing the BookStore Program; Creating the View; Adding Properties; Adding a Description; Creating a Simple Data Model Class; Modifying MasterViewController; Modifying the DetailViewController; Summary; Exercises…”

Tabla de Contenidos: “…Contents at a Glance; Contents; About the Authors; About the Technical Reviewers; Acknowledgments; Chapter 1: Introduction; The Genesis of F#; About This Book; Who This Book Is For; Chapter 2: Your First F# Program: Getting Started with F#; Creating Your First F# Program; Documenting Code ; Using let; Understanding Types ; Calling Functions ; Lightweight Syntax ; Understanding Scope ; Using Data Structures ; Using Properties and the Dot-Notation ; Using Tuples ; Using Imperative Code ; Using Object-Oriented Libraries from F#; Using open to Access Namespaces and Modules…”

Tabla de Contenidos: “…Exporting variablesWorking with read-only variables; Working with command line arguments (special variables, set and shift, getopt); Understanding set; Understanding shift; Resetting positional parameters; Understanding getopts; Understanding default parameters; Working with arrays; Creating an array and initializing it; Accessing array values; Summary; Chapter 6: Neat Tricks with Shell Scripting; Interactive Shell scripts - reading user input; Summarizing the read command with options; The here document and the << operator; The here operator with the sort command…”

Tabla de Contenidos: “…Server and clientExample; Apache Thrift's type system; Basic types; Special types; Structs; Unions; Containers; list; set; map; Usage of containers; Enums; Exceptions; Services; IDL syntax; Comments; Document; Headers; Thrift include; C++ include; Namespace; Definitions; const; typedef; Summary; Chapter 5: Generating and Running Code in Different Languages; PHP; Generating the code; Examining the code; Transports; Protocols; Servers; Implementing and running the service; Implementing and running the client; Java; Generating the code; Examining the code; Transports; Protocols; Servers…”

Tabla de Contenidos: “…Connecting to the Server: Inside the WebSocket Handshake Receiving Information from the Server; Sending Information to the Server; Closing the Connection; An Example WebSocket Application; Cross Document Messaging/Web Messaging; Web Storage ; Methods and Syntax; Privacy and Web Storage; Drag and Drop ; The draggable Property ; Drag-and-Drop Events; The dataTransfer Object ; Drag-and-Drop API Examples; Web Workers; Creating Web Workers ; Inside a Web Worker; A Simple Example of a Web Worker; Common Use Cases; Summary; Chapter 4: Canvas; The Canvas Drawing Mode…”

Tabla de Contenidos: “…Image Science: From the Image Atlas to the Virtual MuseumArt History-Visual Studies-Image Science; Complex Imagery; Collective Strategies: New Tools for the Humanities; The Archive of Digital Art (formerly Database of Virtual Art); Bridging the Gap: New Developments in Thesaurus Research; Media Art Education; The Problem of Media Art Documentation Today-Future Needs; A New Structure for Media Art Research; Notes; References ; Further Reading ; Chapter 2 International Networks of Early Digital Arts ; The IT Sector as Capitalist Dream of Growth…”

Tabla de Contenidos: “…; How This Book is Designed; Sourcing and Screening; Investment Analysis and Valuation; Due Diligence and Investment Structuring; Term Sheet and Documentation; Building Value to Exit; Private Equity Funds; Impact Investment Evolution; Notes From the Field; What This Book is Not; Setting Forth; Chapter 2 Sourcing and Screening; Sourcing Strategy; Geographic Analysis; Data Sets; Data Aggregation and Weighting…”

Tabla de Contenidos: “…Referencing Additional AssembliesViewing Project Properties; A Brief Overview of Express for Web; The Visual Studio Community Edition IDE; The Visual Class Designer; The Visual Studio 2015 Professional IDE; The .NET Framework Documentation System; Building .NET Applications Beyond the Windows OS; The Role of Xamarin Studio ; Summary; Part II: Core C# Programming ; Chapter 3: Core C# Programming Constructs, Part I; The Anatomy of a Simple C# Program; Variations on the Main() Method; Specifying an Application Error Code; Processing Command-Line Arguments…”

Tabla de Contenidos: “…Cold storage with ElectrumVerifying access to a private key; Good housekeeping with Bitcoin; Summary; Chapter 4: Understanding the Blockchain; The Genesis block; Satoshi Nakamoto; The whitepaper; The blockchain; Keys, transactions, and blocks; Creating a transaction; Digital signatures; Public key encryption; Signing a document; Elliptic Curve Cryptography; Bitcoin addresses; Cryptographic hashes; Generating a Bitcoin address; Signing a transaction; Decentralized network; Broadcasting the transaction; The blockchain; Blocks; Forks; The Bitcoin supply; Proof of work; Confirmation…”