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: “…Cover; Indexing: From thesauri to the Semantic Web; Copyright; Contents; List of figures; List of abbreviations; Preface; About the author; 1 Introduction to subject headings and thesauri; Introduction; Standards for controlled vocabularies; Precoordination and postcoordination; General do's and don'ts in selecting index terms; Subject headings; Thesauri; Creating and maintaining a controlled vocabulary; How to find subject headings and thesauri; Thesaurus software; Multilingual thesauri; Interoperability between vocabularies; What makes a good indexing system?…”

Tabla de Contenidos: “…The Most Difficult Parts of InterviewingGetting an Equity Card; Persistence, Paying Dues, Doing Your Best; The Terms of the Contract; Negotiating; Personal Financial Planning, Budgeting, and Support for the SM; Unemployment Insurance Benefits; The SM's Survival Kit; The Professional Experience; Proud to Join the Ranks; The Terminator Negotiator; That Gut Feeling; Interviews; 5. …”

Tabla de Contenidos: “…5.2.3 Arguments for the CDO being Independent of IT5.3 What Should they do? Primary CDO Challenges; 5.3.1 CDO Scope; 5.3.2 Make DM Independent from IT Development; 5.3.3 Remaining Data Focused - this is a Full Time Effort (FTE); 5.3.4 Improve General DM Practice Maturity; 5.3.5 CDO Position Description; 5.4 The Perhaps Temporary Nature of the CDO; 5.5 Chapter Summary; 6 Conclusions/Suggestions; References…”

Tabla de Contenidos: “…PART 3Visualizing the StoryCHAPTER 7What the Camera Can Do; Television Cameras; Types of Cameras; Camcorders; Studio Cameras; Miniature or Point-of-View Cameras; Camera Basics; The Viewfinder; The Camera's Controls; The Camera Lens; Lens Systems; Lens Controls; Focal Length; Lens Angle; Normal Lens; Telephoto Lens; Wide-Angle Lens; Supplementary Lenses; Zoom Lens; Focusing; Exposure; Camera Lens Filters; Camera Filter Wheel; Video Gain Adjustment; Shutter Speeds; Supporting the Camera; Camera Stabilizers; Choosing the Right Camera Mount; Review Questions; CHAPTER 8Using the Camera…”

Tabla de Contenidos: “…INTRODUCING THE DEVELOPMENT FRAMEWORKSUMMARY; Chapter 2: Getting Started; DEVELOPING FOR ANDROID; DEVELOPING FOR MOBILE DEVICES; TO-DO LIST EXAMPLE; ANDROID DEVELOPMENT TOOLS; SUMMARY; Chapter 3: Creating Applications and Activities; WHAT MAKES AN ANDROID APPLICATION?…”

Tabla de Contenidos: “…Structure of BusinessesInnovation; DuPont Analyses; Chapter 10: Sources of Value-Risks; Reducing Risks; Continual Monitoring and Testing; Dealing with Biases; Risk Rate Component Model; Intellectual Capital Value Drivers; Conclusion; Chapter 11: Valuing Liabilities; Liabilities Transferred Rather Than Settled; Asset Retirement Obligations; Contingent Liabilities; Chapter 12: Business Combinations; Do Mergers Pay Off?; Why Merge?; Determination of Synergies; Intrinsic and Investment Values; Quantification; Chapter 13: Purchase Price Allocation; Stage 1: Determine the Acquirer…”

Tabla de Contenidos: “…Cover; Copyright; Credits; About the Author; About the Reviewers; www.PacktPub.com; Table of Contents; Preface; Chapter 1: Getting Started with Python and Arduino; Introduction to Python; Why we use Python; When do we use other languages; Installing Python and Setuptools; Installing Python; Linux; Ubuntu; Fedora and Red Hat; Windows; Mac OS X; Installing Setuptools; Linux; Windows; Mac OS X; Installing pip; Installing Python packages; The fundamentals of Python programming; Python operators and built-in types; Operators; Built-in types; Data structures; Lists; Tuples; Sets; Dictionaries…”

Tabla de Contenidos: “…Creating the selection toolsAdding new vector layers; Creating the HTML and the CSS; Extending the layer tree; Building a set of drawing tools; Writing the method; Modifying and snapping to features; Extending the method; Creating new interactions; Understanding ol.interaction.Pointer; Removing features; Dragging features; Extending the method; Building a measuring control; Creating the interaction; Doing geodesic measurements; Calculating lengths even more precisely; Summary; Chapter 6: Controlling the Map - View and Projection; Before getting started; Basic considerations…”

Tabla de Contenidos: “…Tracking system resources with journaldConfiguring journald to make it persistent; Managing users and their groups; Scheduling tasks with cron; Synchronizing files and doing more with rsync; Maintaining backups and taking snapshots; Monitoring important server infrastructure; Taking control with GIT and Subversion; Chapter 4: Managing Packages; Introduction; Using YUM to update the system; Using YUM to search for packages; Using YUM to install packages; Using YUM to remove packages; Keeping YUM clean and tidy; Knowing your priorities; Using a third-party repository; Creating a YUM repository…”

Tabla de Contenidos: “…Final Thoughts; Profitability During Tough Times; Do the Right Thing; Appendix A. Financial Statement Practice; Appendix B. …”

Tabla de Contenidos: “…Contents at a Glance; Contents; Foreword; About the Author; About the Technical Reviewers; Acknowledgments; Preface; Part I: Getting Started; Chapter 1: What Is DevOps?; Why Are We Doing DevOps?; Assessing Your DevOps Capability; Summary; Chapter 2: Introducing Azure and Visual Studio Team Services; Understanding the Microsoft Cloud: Azure; IaaS, PaaS, and SaaS; Security; Using Visual Studio Team Services; Security; The Need for Training; Summary; Part II: Plan; Chapter 3: Agile Project Management: The Importance of Communication; Agile Project Management; Agile Tooling; Sprints…”

Tabla de Contenidos: “…-- 12:2 Surviving the Computation Bomb -- 12:3 Z-Wave Carols -- 12:4 Comma Chameleon -- 12:5 A Crisis of Existential Import -- 12:6 Network Job Entries -- 12:7 Ирония Судьбы -- 12:8 UMPOwn: Ring 3 to Ring 0 in 3 Acts -- 12:9 A VIM Execution Engine -- 12:10 Doing Right by Neighbor O'Hara -- 12:11 Are Androids Polyglots? …”

Tabla de Contenidos: “…Six Daily Questions -- 18. The To-Do Compost -- 19. Silent Disco Thursdays -- 20. …”

Tabla de Contenidos: “…-- Let's build a mini Dapp -- Let's build a to-do list -- Initializing a Truffle project -- Peeping into the folders -- Peeping into the root files -- Housekeeping before we write code -- Writing our first smart contract -- Adding an owner -- Creating a reward method -- Securing your contract with modifiers -- Adding a utility method -- Wrapping up -- Building a user interface -- Simple styling -- Performing the build steps -- Let's write some JavaScript -- References -- Summary -- Chapter 2: Web3 and Solidity in Truffle -- Technical requirements -- What is web3? …”

Tabla de Contenidos: “…Contents at a Glance; Contents; About the Author; About the Technical Reviewer; Acknowledgments; Chapter 1: Welcome to the Apple Watch; Your First Watch Application; Creating a WatchKit Application; Building the User Interface; Running the Application on the Simulator; Running the Application on an Apple Watch; Some Things That a WatchKit Application Can and Can't Do; Summary; Chapter 2: Interface Controllers and Layout; Interface Controllers; Interface Controller Lifecycle; Navigation and Lifecycle Events; Lifecycle of the WatchKit App Extension…”

Tabla de Contenidos: “…Inattention to DetailDiagramming; Sourcing; Candidates; Active Candidates; Passive Candidates; Closed Candidates; Upcoming Candidates; Career Portals; Job Boards, Mailing Lists, Ads; Job Boards; Networks; Contacts; Acqui-hiring; Referrals; Working with Recruiters; Recruiter Brief; Establishing Relationships; Feedback; External Recruiters /Headhunters; Cost; Interview Question Leakage; Internal Recruiters; Contract to Hire; Doing It Yourself; Your Network; Tapping Your Network; Tapping Out Your Network; Spontaneous Opportunities; Opening up Your Market; Geographic Bias; Eliminating Prejudice…”

Tabla de Contenidos: “…""Methods in Ext.Component""""up""; ""enable, disable""; ""show, hide""; ""destroy""; ""on, un""; ""addEvents, fireEvent""; ""Events in Ext.Component""; ""xtype""; ""Ext.container.Container""; ""Configuration Attributes of Ext.container.Container""; ""items""; ""layout""; ""defaults""; ""Some Methods in Container class.Methods of Ext.container.Container""; ""add""; ""doLayout""; ""down""; ""remove""; ""Events of Ext.container.Container""; ""Container Controls""; ""Ext.panel.Panel""; ""Ext.window.Window""; ""Ext.menu.Menu""; ""Ext.tab.Panel""; ""Ext.form.Panel""; ""Ext.toolbar.Toolbar""…”

Tabla de Contenidos: “…Nonparametric Bayes; 26. How do we choose our default methods?; 27. Serial correlation and Durbin-Watson bounds; 28. …”

Tabla de Contenidos: “…Title Page; Copyright Page; Contents at a Glance; Table of Contents; Foreword; About the Authors; About the Technical Reviewer; Acknowledgments; Introduction; Chapter 1: Getting Started with SQL Database; Introduction to Cloud Computing; Who Is Doing What in the Cloud?; Typical Cloud Services; Discovering the Microsoft Azure Platform; Why Microsoft Azure?…”