Tabla de Contenidos: “…Cover -- Foreword -- List of Tables -- List of Figures -- Introduction -- 1 Economic Aspects of CEC-EU Integration -- 1.1 Agriculture in the CECs and the EU-15 -- 1.2 Development of Agricultural Policies in the CECs and the EU-15 -- 1.3 Development of Agricultural Prices in the CECs and the EU-15 -- 1.4 Exchange Rates and Protection -- 1.5 Conclusions for the Study -- 1.6 Analysis of CEC-EU Accession Effects on Agricultural Markets in the Literature -- 2 Structure of the European Simulation Model -- 2.1 An Overview of the Model Structure -- 2.1.1 The Structure of the Model -- 2.1.2 Functional Forms -- 2.2 The Modeling of Supply and Domestic Use -- 2.2.1 Supply of Grandes Cultures -- 2.2.2 Livestock Supply -- 2.2.3 Supply Quotas -- 2.2.4 Demand -- 2.2.5 Processing -- 2.2.6 Elasticities and Calibration -- 2.3 Modeling of Price and Trade Policies under CAP -- 2.3.1 Tariff-Based Price and Trade Policies -- 2.3.2 Intervention System -- 2.3.3 Restraint Export System -- 2.4 Modeling of Accession -- 2.4.1 The Harmonization of Agricultural Policies -- 2.4.2 The Single Market -- 2.5 Welfare Calculations -- 2.6 Budgetary Calculations -- 2.7 Macroeconomic Linkages -- 2.8 Data -- 2.9 Model Validation -- 2.10 Properties and Limits of ESIM and Comparison to Other Models -- 3 Market and Budgetary Effects of Accession of the Ten Central European Countries to the EU-15 -- 3.1 Scenarios and Main Assumptions -- 3.2 The Development of CEC Markets under Different Scenarios -- 3.3 Budgetary Effects -- 3.4 Policy Assumptions and Budgetary Expenditure -- 3.5 Welfare Effects -- 3.6 Conclusions -- 4 Effects of Accession to the EU on Agricultural Markets and Government Expenditure in the Czech Republic, Hungary, Poland, and Slovenia: A Combined Partial and General Equilibrium Analysis -- 4.1 Accession Scenarios and Main Assumptions…”

Tabla de Contenidos: “…5.2 Living context as a factor of spatial disability patterns6 Discussion; References; Dementia and long-term care - an analysis based on German health insurance data; 1 Introduction; 2 Material and methods; 2.1 Study design and sample; 2.2 Validation of diagnoses; 2.3 Dependent variable: long-term care; 2.4 Medical and demographic variables ; 2.5 Statistical analyses ; 3 Results; 3.1 Descriptive results; 3.2 Model results; 3.3 LTC-free time after an incident dementia diagnosis; 4 Discussion; References…”

Tabla de Contenidos: “…Objectivity, reliability, validity, and generalisability -- 3.3. Research Design -- 3.3.1. …”

Tabla de Contenidos: “…Contents: Foreword -- Introduction / Julia Planitzer and Helmut Sax -- Preamble / Nora Katona -- Article 1 : Purposes of the convention / Julia Planitzer -- Article 2 : Scope / Nora Katona and Helmut Sax -- Article 3 : Non-discrimination principle / Julia Planitzer -- Article 4 : Definitions / Helmut Sax -- Article 5 : Prevention of trafficking in human beings / Helmut Sax -- Article 6 : Measures to discourage the demand / Julia Planitzer -- Article 7 : Border measures / Julia Planitzer -- Article 8 : Security and control of documents / Julia Planitzer -- Article 9 : Legitimacy and validity of documents / Julia Planitzer -- Article 10 : Identification of the victims / Vladislava Stoyanova -- Article 11 : Protection of private life / Julia Planitzer -- Article 12 : Assistance to victims / Julia Planitzer -- Article 13 : Recovery and reflection period / Helmut Sax -- Article 14 : Residence permit / Julia Planitzer -- Article 15 : Compensation and legal redress / Barbara Linder -- Article 16 : Repatriation and return of victims / Ryszard Piotrowicz and Conny Rijken -- Article 17 : Gender equality / Siobhán Mullally -- Article 18 : Criminalisation of trafficking in human beings / Vladislava Stoyanova -- Article 19 : Criminalisation of the use of services of a victim / Siobhán Mullally -- Article 20 : Criminalisation of acts relating to travel or identity documents / Julia Planitzer -- Article 21 : Attempt and aiding or abetting / Katerina Simonova -- Article 22 : Corporate liability / Julia Planitzer -- Article 23 : Sanctions and measures / Katerina Simonova -- Article 24 : Aggravating circumstances / Katerina Simonova -- Article 25 : Previous convictions / Katerina Simonova -- Article 26 : Non-punishment provision / Ryszard Piotrowicz -- Article 27 : Ex parte and ex officio applications / Katerina Simonova -- Article 28 : Protection of victims, witnesses and collaborators with the judicial authorities / Conny Rijken -- Article 29 : Specialised authorities and co-ordinating bodies / Katerina Simonova -- Article 30 : Court proceedings / Vahnessa Espig and Julia Planitzer -- Article 31 : Jurisdiction / Katerina Simonova -- Article 32 : General principles and measures for international co-operation / Nora Katona -- Article 33 : Measures relating to endangered or missing persons / Helmut Sax -- Article 34 : Information / Julia Planitzer -- Article 35 : Co-operation with civil society / Julia Planitzer -- Article 36 : Group of experts on action against trafficking in human beings / Helmut Sax -- Article 37 : Committee of the parties / Helmut Sax -- Article 38 : Procedure / Helmut Sax -- Article 39 : Relationship with the protocol to prevent, suppress and punish trafficking in persons, especially women and children, supplementing the United Nations convention against transnational organized crime / Julia Planitzer -- Article 40 : Relationship with other international instruments / Julia Planitzer -- Article 41 : Amendments / Helmut Sax -- Article 42 : Signature and entry into force / Vahnessa Espig -- Article 43 : Accession to the convention / Vahnessa Espig -- Article 44 : Territorial application / Julia Planitzer -- Article 45 : Reservations / Katerina Simonova -- Article 46 : Denunciation / Vahnessa Espig -- Article 47 : Notification / Vahnessa Espig -- Select bibliography -- Index…”

Tabla de Contenidos: “…Development and improvement of questionnaires using predictions of reliability and validity / Willem E. Saris, William van der Veld, and Irmtraud Gallhofer -- 15. …”

Tabla de Contenidos: “…The key to a successful VoC - robust data -- Audio recording and transcriptions -- Video recording -- Interview roles and responsibilities -- Moderator role and responsibility -- Listener/note taker responsibility -- Observer -- Interview introduction -- Moderator tips -- Ladder of abstraction -- The five whys -- Note taker tips -- Don'ts for the interview -- Observational VoC -- Practicing the interview -- Perfecting the interview -- Concept testing -- Following up -- Summary -- Chapter 7: Understanding the Customer's Voice -- Consolidating the customer's voice -- Prioritizing the customer's voice -- From voices into customer requirements -- Sorting and prioritizing the customer's requirements -- Summary -- Chapter 8: Validating the Customer's Voice -- Linkert scale -- Kano model -- Using the Kano model as part of your VoC process - Kano questionnaire -- Using the Kano model as part of your VoC process - Kano analysis -- Summary -- Chapter 9: Completing the Circle - Using the Customer's Voice in Your Organization -- From voices to product requirements - types -- From voices to product requirements - characteristics -- Attainable -- Valuable -- Concise -- Design free -- Complete -- Clear, consistent, and unambiguous -- Verifiable -- Traceable -- Measurable -- Atomic -- Prioritized -- Getting the requirements into engineering - QFD -- Airline feedback for airline seat -- Passenger feedback for airline seat -- Pricing -- Articulating the value -- Summary -- Epilogue -- Appendix: Epilogue…”

Tabla de Contenidos: “…Creating new columns -- Setting up column layout -- Working with swimlanes -- Setting up swimlanes -- Using quick filters -- Creating new quick filters -- Scrumban -- Kanplan -- Summary -- Chapter 5: Customizing Jira Software -- Customizing issue types -- Adding new custom fields -- Customizing Jira workflows -- Authoring a workflow -- Adding a condition to transitions -- Adding a validator to transitions -- Adding a post function to transitions -- Managing Jira permissions -- Global permissions -- Project permissions -- Issue permissions -- Troubleshooting permissions -- Managing Jira notifications -- Enabling outgoing emails -- Configuring notification schemes -- Troubleshooting notifications -- Summary -- Chapter 6: Jira Software - Advanced -- Displaying agile reports -- Using the Jira dashboard -- Using the wallboard -- Integrating Jira with Confluence -- Setting up an application link with Confluence -- Creating Confluence pages from epics -- Creating user stories from Confluence -- Planning your sprints with team calendars -- Capturing sprint meeting notes -- Creating retrospective reports -- Displaying your project in Confluence -- Working with Jira agile boards offline -- Summary -- Chapter 7: Jira Software - Release and Deploy -- Integrating Jira with Bamboo -- Setting up an application link with Bamboo -- Releasing a build from Jira -- Deploying the release -- Setting up a deployment plan -- Running the deployment -- Summary -- Index…”

Tabla de Contenidos: “…; IoT reference model; IoT platforms; IoT verticals; Big data and IoT; Infusion of AI -- data science in IoT; Cross-industry standard process for data mining; AI platforms and IoT platforms; Tools used in this book; TensorFlow; Keras; Datasets; The combined cycle power plant dataset; Wine quality dataset; Air quality data; Summary; Chapter 2: Data Access and Distributed Processing for IoT; TXT format Using TXT files in PythonCSV format; Working with CSV files with the csv module; Working with CSV files with the pandas module; Working with CSV files with the NumPy module; XLSX format; Using OpenPyXl for XLSX files; Using pandas with XLSX files; Working with the JSON format; Using JSON files with the JSON module; JSON files with the pandas module; HDF5 format; Using HDF5 with PyTables; Using HDF5 with pandas; Using HDF5 with h5py; SQL data; The SQLite database engine; The MySQL database engine; NoSQL data; HDFS; Using hdfs3 with HDFS; Using PyArrow's filesystem interface for HDFS; Summary; Chapter 3: Machine Learning for IoTML and IoT; Learning paradigms; Prediction using linear regression; Electrical power output prediction using regression; Logistic regression for classification; Cross-entropy loss function; Classifying wine using logistic regressor; Classification using support vector machines; Maximum margin hyperplane; Kernel trick; Classifying wine using SVM; Naive Bayes; Gaussian Naive Bayes for wine quality; Decision trees; Decision trees in scikit; Decision trees in action; Ensemble learning; Voting classifier; Bagging and pasting; Improving your model -- tips and tricksFeature scaling to resolve uneven data scale; Overfitting; Regularization; Cross-validation; No Free Lunch theorem; Hyperparameter tuning and grid search; Summary; Chapter 4: Deep Learning for IoT; Deep learning 101; Deep learning-why now?…”

Tabla de Contenidos: “…Creating a Table with ADOXManaging Security with ADOX; Summary; Exercises; Chapter 6: Building Interactive Forms; Form Navigation and Flow; Working with Controls; Combo Boxes versus List Boxes; Tab Controls and Subforms; Building User Interaction; The MsgBox Function; Validating User Input; Adding Polish to Your Forms; Summary; Exercises; Chapter 7: Importing, Linking, and Exporting Using External Data Sources; Linking, Importing, and Exporting Overview; Access and Other Databases; Transferring Complete SQL Server Database; Spreadsheets; Text Files; XML Files; E-mails and Outlook…”

Tabla de Contenidos: “…Other Useful MeasuresReliability, Validity, and Trustworthiness Related to Data Collection and Analysis; Organizing Data for Decision Making; Conclusion; Part 2: Getting Down to Brass Tacks; Chapter 4: Knowledge and Skills Assessment; Purpose; Related Toolkit Job Aids; Overview; When to Use; Benefits and Drawbacks; Critical Success Factors; Key Phases; Phase 1: Gather Preliminary Data; Phase 2: Plan; Phase 3: Perform Training Requirements Analysis; Step 1: Develop Assessment Tools; Step 2: Collect Data; Phase 4: Analyze Data; Phase 5: Prepare and Present a Report; Conclusion…”

Tabla de Contenidos: “…Overcoming Design Patterns for Insecurity; Anti-Pattern: Doing Too Much; Instance: Failure of Input Validation; Instance: Excess Power; Instance: Differential Parsing; Anti-Pattern: Coding Blunders; Anti-Pattern: Authentication Blunders; Instance: No Authentication; Instance: Default Credentials; Instance: Permanent Credentials; Instance: No Delegation; Instance: Easy Exposure; Moving Forward…”

Tabla de Contenidos: “…Breeze-viz referenceData visualization beyond breeze-viz; Summary; Chapter 4: Parallel Collections and Futures; Parallel collections; Limitations of parallel collections; Error handling; Setting the parallelism level; An example - cross-validation with parallel collections; Futures; Future composition - using a future's result; Blocking until completion; Controlling parallel execution with execution contexts; Futures example - stock price fetcher; Summary; References; Chapter 5: Scala and SQL through JDBC; Interacting with JDBC; First steps with JDBC; Connecting to a database server…”

Tabla de Contenidos: “…Adding a Model ClassLinking Action Methods; Creating the Action Method; Adding a Strongly Typed View; Building the Form; Handling Forms; Using Model Binding; Rendering Other Views; Adding Validation; Highlighting Invalid Fields; Completing the Example; Summary; CHAPTER 3 The MVC Pattern; The History of MVC; Understanding the MVC Pattern; Understanding the Domain Model; The ASP.NET Implementation of MVC; Comparing MVC to Other Patterns; Understanding the Smart UI Pattern; Understanding the Model-View Architecture; Understanding Classic Three-Tier Architectures; Understanding Variations on MVC…”

Tabla de Contenidos: “…Frameworks versus PackagesDeveloping the App; Var Dumper; Database Connection; Repo and First Push; HTML Form; index.php vs index.html; The HTML Form; Second Push; Creating the Comment Class and the Database Table; Third Push; Development vs Production Database; Fourth Push; Posting and Displaying Comments; Posting; Validation: Never Trust User Input!; Reading; CSS; Final Push; Deployment; Deploying on a Shared Host (Hostgator); Deploying on DigitalOcean; New Droplet; Prerequisites; PHP and Composer; Server Configuration; Pulling With Git; Conclusion; For Those Who Want More…”

Tabla de Contenidos: “…The rendering phaseThe destruction phase; The lifecycle in action; About containers; Types of containers; The viewport; The panel; Panels versus containers; The Window component; The layout system; The Border layout; The Fit layout; The Card layout; The Accordion layout; The Anchor layout; More layouts; Comments about using layouts; Summary; Chapter 4: It's All about the Data; Ajax; Passing parameters to Ajax request; Setting timeout to Ajax request calls; Models; Mappings; Validators; Custom field types; Relationships; One-to-many associations; One-to-one associations; Working with the store…”

Tabla de Contenidos: “…Removing Duplicates Input Validation; Working with Data Forms; Selecting Records; Summary; Chapter 3: Pivot Tables and Pivot Charts; Recommended Pivot Tables in Excel 2013; Defining a Pivot Table; Defining Questions; Creating a Pivot Table; Changing the Pivot Table; Creating a Breakdown of Sales by Salesperson for Each Day; Showing Sales by Month; Creating a Pivot Chart; Adjusting Subtotals and Grand Totals; Analyzing Sales by Day of Week; Creating a Pivot Chart of Sales by Day of Week; Using Slicers; Adding a Time Line; Importing Pivot Table Data from the Azure Marketplace…”

Tabla de Contenidos: “…Testing your scripts using PesterConnecting to a vCenter and other VMware environments using PowerCLI cmdlets; Summary; Chapter 2: Reusable Advanced Functions and Scripts ; Specifying function attributes; Specifying parameter attributes; Using parameter validation attributes; Dynamic parameters; Switch parameters; PowerShell help files; Creating comment-based help; Error handling in PowerShell; Summary; Chapter 3: Deploying vSphere Hosts ; Image Builder with PowerCLI; Using host profiles; Configuring Auto Deploy for ESXi hosts; Adding hosts to a vCenter server; Summary…”

Tabla de Contenidos: “…Introducing the Neo4j REST interfaceAuthorization and authentication; CRUD operations; Running queries from the Neo4j browser; Summary; Chapter 2: Querying the Graph with Cypher; Basic anatomy of a Cypher query; Brief details of Cypher; Cypher execution phases; Parsing, validating, and generating the execution plan; Locating the initial node(s); Selecting and traversing the relationships; Changing and/or returning the values; The structure of Cypher; Read operations; The create or update operations; The delete operation; Pattern and pattern matching; Sample dataset; Pattern for nodes…”

Tabla de Contenidos: “…Cover -- Copyright -- Credits -- About the Author -- About the Reviewers -- www.PacktPub.com -- Table of Contents -- Preface -- Chapter 1: Unsupervised Machine Learning -- Principal component analysis -- PCA - a primer -- Employing PCA -- Introducing k-means clustering -- Clustering - a primer -- Kick-starting clustering analysis -- Tuning your clustering configurations -- Self-organizing maps -- SOM - a primer -- Employing SOM -- Further reading -- Summary -- Chapter 2: Deep Belief Networks -- Neural networks - a primer -- The composition of a neural network -- Network topologies -- Restricted Boltzmann Machine -- Introducing the RBM -- Topology -- Training -- Applications of the RBM -- Further applications of the RBM -- Deep belief networks -- Training a DBN -- Applying the DBN -- Validating the DBN -- Further reading -- Summary -- Chapter 3: Stacked Denoising Autoencoders -- Autoencoders -- Introducing the autoencoder -- Topology -- Training -- Denoising autoencoders -- Applying a dA -- Stacked Denoising Autoencoders -- Applying the SdA -- Assessing SdA performance -- Further reading -- Summary -- Chapter 4: Convolutional Neural Networks -- Introducing the CNN -- Understanding the convnet topology -- Understanding convolution layers -- Understanding pooling layers -- Training a convnet -- Putting it all together -- Applying a CNN -- Further Reading -- Summary -- Chapter 5: Semi-Supervised Learning -- Introduction -- Understanding semi-supervised learning -- Semi-supervised algorithms in action -- Self-training -- Implementing self-training -- Finessing your self-training implementation -- Contrastive Pessimistic Likelihood Estimation -- Further reading -- Summary -- Chapter 6: Text Feature Engineering -- Introduction -- Text feature engineering -- Cleaning text data -- Text cleaning with BeautifulSoup -- Managing punctuation and tokenizing…”

Tabla de Contenidos: “…Action Identification QuickPoll Architecture; Implementing QuickPoll; Domain Implementation; Repository Implementation; Embedded Database; API Implementation; PollController Implementation; VoteController Implementation; ComputeResultController Implementation; Summary; Chapter 5: Error Handling; QuickPoll Error Handling ; Error Responses; Input Field Validation; Externalizing Error Messages; Improving RestExceptionHandler ; Summary; Chapter 6: Documenting REST Services ; Swagger; Integrating Swagger; Swagger UI; Customizing Swagger; Configuring Controllers; Configuring UI…”