Tabla de Contenidos: “…Getting Started With Data Science -- Wrapping Your Head around Data Science -- Exploring Data Engineering Pipelines and Infrastructure -- Applying Data-Driven Insights to Business and Industry -- Using Data Science to Extract Meaning from Your Data -- Machine Learning: Learning from Data with your Machine -- Math, Probability, and Statistical Modeling -- Using Clustering to Subdivide Data -- Modeling with Instances -- Building models that Operate Internet-of-Things Devices -- Creating Data Visualizations that Clearly Communicate Meaning -- Following the Principles of Data Visualization Design -- Using D3.js for Data Visualization -- Web-Based Applications for Visualization Design -- Exploring Best Practices in Dashboard Design -- Making Maps from Spatial Data -- Computing for Data Science -- Using Python for Data Science -- Using Open Source R for Data Science -- Using SQL in Data Science -- Doing Data Science with Excel and Knime -- Applying Domain Expertise to Solve Real-World Problems Using Data Science -- Data Science in Journalism: Nailing Down the Five Ws (and an H) -- Delving into Environmental Data Science -- Data Science for Driving Growth in E-Commerce -- Using Data Science to Describe and Predict Criminal Activity -- The Part of Tens --Ten Phenomenal Resources for Open Data -- Ten Free Data Science Tools and Applications…”

Tabla de Contenidos: “…Raymond and Scott Shackelford -- Internet interoperability and polycentric attributes in global digital data ordering / Carolina Aguerre -- The challenges of governance in a datascape : theorizing the role of non-extractive methodologies in the 2030 agenda / Isabel Rocha de Siqueira and Laís Ramalho -- Grassroots data activism and polycentric governance : perspectives from the margins / Daivi Rodima Taylor -- Questions as a device for data responsibility : making data science responsible by formulating questions in a polycentric way / Stefaan Verhulst -- Decentralized but coordinated : probing polycentricity in EU data protection crossborder enforcement / Wenlong Li and Dan Yang -- Trade agreements and cross-border disinformation : patchwork or polycentric? …”

Tabla de Contenidos: “…Keynote 1 -- Code Roots -- Programming Environments and Tools -- Detecting Missing Method Calls in Object-Oriented Software -- Debugging Model-Transformation Failures Using Dynamic Tainting -- Automatically Extracting Class Diagrams from Spreadsheets -- Theoretical Foundations of Programming Languages -- Adding Dynamic Types to C -- Essential AOP: The A Calculus -- The Essence of JavaScript -- Formal Methods -- Verifying Executable Object-Oriented Specifications with Separation Logic -- Verifying Generics and Delegates -- Recency Types for Analyzing Scripting Languages -- Concurrency Models in Java -- Correct Refactoring of Concurrent Java Code -- Programming Coordinated Behavior in Java -- JCoBox: Generalizing Active Objects to Concurrent Components -- Special Session: Empirical Methods -- Doubts about the Positive Impact of Static Type Systems on Programming Tasks in Single Developer Projects - An Empirical Study -- Type Systems -- A Type System for Data-Centric Synchronization -- Type-Safe Eventful Sessions in Java -- Capabilities for Uniqueness and Borrowing -- Keynote 2 -- Secret Valley -- Language Design and Implementation -- Embedding Languages without Breaking Tools -- Modules as Objects in Newspeak -- Inline Caching Meets Quickening -- Concurrency Abstractions -- Self-Replicating Objects for Multicore Platforms -- Reasoning about the Implementation of Concurrency Abstractions on x86-TSO -- Concurrent Abstract Predicates -- Experiences -- The Use of Overloading in Java Programs -- Falling Back on Executable Specifications -- Contract-Based Data Structure Repair Using Alloy…”

Tabla de Contenidos: “…Environmental Tracking for Healthy Mobility -- 12. Extraction and Visually Driven Analysis of VGI for Understanding People’s Behavior in Relation to Multi-Faceted Context -- 13. …”

Tabla de Contenidos: “…435 -- 13 Observing non-finite verbs: Some 3V phenomena in German-Dutch 461 -- 14 Spuren in HPSG 491 -- 15 Spurenlose Extraktion 499 -- 16 Complement extraction lexical rule and variable argument raising 539 -- 17 Featuring creatures of darkness 553 -- 18 An architecture for phonology 571 -- Index 609.…”

Tabla de Contenidos: “…Chapter 8: Relation Extraction for Semantic Web with Taxonomic Sequential PatternsChapter 9: Data-Driven Evaluation of Ontologies Using Machine Learning Algorithms; Chapter 10: Automatic Evaluation of Search Ontologies in the Entertainment Domain Using Natural Language Processing; Chapter 11: Adding Semantics to Decision Tables: A New Approach to Data and Knowledge Engineering?…”

Tabla de Contenidos: “…10 PRINCIPLES OF DIMENSIONAL MODELING11 DIMENSIONAL MODELING: ADVANCED TOPICS; 12 DATA EXTRACTION, TRANSFORMATION, AND LOADING; 13 DATA QUALITY: A KEY TO SUCCESS; PART 5 INFORMATION ACCESS AND DELIVERY; 14 MATCHING INFORMATION TO THE CLASSES OF USERS; 15 OLAP IN THE DATA WAREHOUSE; 16 DATA WAREHOUSING AND THE WEB; 17 DATA MINING BASICS; PART 6 IMPLEMENTATION AND MAINTENANCE; 18 THE PHYSICAL DESIGN PROCESS; 19 DATA WAREHOUSE DEPLOYMENT; 20 GROWTH AND MAINTENANCE; ANSWERS TO SELECTED EXERCISES; APPENDIX A: PROJECT LIFE CYCLE STEPS AND CHECKLISTS; APPENDIX B: CRITICAL FACTORS FOR SUCCESS…”

Tabla de Contenidos: “…Part I, Getting started with data science: Wrapping your head around data science -- Exploring data engineering pipelines and infrastructure -- Applying data science to business and industry -- Part II, Using data science to extract meaning from your data: Introducing probability and statistics -- Clustering and classification -- Clustering and classification with nearest neighbor algorithms -- Mathematical modeling in data science -- Modeling spatial data with statistics -- Part III, Creating data visualizations that clearly communicate: Following the principles of data visualization design -- Using d3.js for data visualization -- Web-based applications for visualization design -- Exploring best practices in dashboard design -- Making maps from spatial data -- Part IV, Computing for data science: Using python for data science -- Using open source R for data science -- Using SQL in data science -- Software applications for data science -- Part V, Applying domain expertise to solve real-world problems: Using data science in journalism -- Delving into environmental data science -- Data science for driving growth in e-commerce -- Using data science to describe and predict criminal activity -- Part VI, The part of tens: Ten phenomenal resources for open data -- Ten (or so) free data science tools and applications…”

Tabla de Contenidos: “…Image Processing for Knowledge Management and Effective Information Extraction Through Optimization. 4. Evolutionary Computation Framework for Handling Resource Constraint Mobile Environments. …”

Tabla de Contenidos: “…About the Special Issue Editors -- Preface to "Chemically-Induced DNA Damage, Mutagenesis, and Cancer" -- DNA Damage, Mutagenesis and Cancer -- The Future of DNA Adductomic Analysis -- Every OGT Is Illuminated ... by Fluorescent and Synchrotron Lights -- Enhanced Susceptibility of Ogg1 Mutant Mice to Multiorgan Carcinogenesis -- DNA Damage Tolerance by Eukaryotic DNA Polymerase and Primase PrimPol -- Exposure to Engineered Nanomaterials: Impact on DNA Repair Pathways -- Magnetic Hyperthermia and Oxidative Damage to DNA of Human Hepatocarcinoma Cells -- The Role of Resveratrol in Cancer Therapy -- Supercritical-Carbon Dioxide Fluid Extract from Chrysanthemum indicum Enhances Anti-Tumor Effect and Reduces Toxicity of Bleomycin in Tumor-Bearing Mice -- Significance of Wild-Type p53 Signaling in Suppressing Apoptosis in Response to Chemical Genotoxic Agents: Impact on Chemotherapy Outcome -- A Case-Control Study of the Genetic Variability in Reactive Oxygen Species-Metabolizing Enzymes in Melanoma Risk -- CoQ10 Deficiency May Indicate Mitochondrial Dysfunction in Cr(VI) Toxicity -- The Effect of VPA on Increasing Radiosensitivity in Osteosarcoma Cells and Primary-Culture Cells from Chemical Carcinogen-Induced Breast Cancer in Rats -- High NOTCH1 mRNA Expression Is Associated with Better Survival in HNSCC -- Dynamic Reorganization of the Cytoskeleton during Apoptosis: The Two Coffins Hypothesis…”

Tabla de Contenidos: “…Legume Protein: Properties and Extraction for Food Applications -- 17. A Review on the Cooking Attributes of African Yam Bean (Sphenostylis stenocarpa)…”

Tabla de Contenidos: “…Fog Computing And Its Security Challenges / Kamali Gupta, Deepali Gupta, Vinay Kukreja, Vipul Kaushik -- Machine Learning for Edge Computing : Frameworks, Patterns and Best Practices / Veerpal Kaur, Rajpal Kaur -- Tea Vending Machine from extracts of Natural Tea leaves and other -- Ingredients : IoT and Artificial Intelligence Enabled / Neha Sharma, Ram Kumar Ketti Ramachandran, Huma Naz, Rishabh Sharma -- Recent Trends in OCR Systems : A Review / Aditi Moudgil, Saravjeet Singh, Vinay Gautam -- A Novel Approach for Data Security using DNA Cryptography with Artificial Bee Colony Algorithm in Cloud Computing / Manisha Rani, Madhvi Popli, Gagandeep -- Various Techniques for Consensus Mechanism in Blockchain / Shivani Wadhwa, Gagandeep -- IoT inspired Smart Healthcare Service for diagnosing remote patients with Diabetes / Huma Naz, Rishabh Sharma, Neha Sharma, Sachin Ahuja -- Segmentation of Deep Learning Models / Prabhjot Kaur, Anand Muni Mishra -- Alzheimer's disease Classification / M. …”

Tabla de Contenidos: “…Appendix C Development and Evolution of Methods Used to Extract and Measure Dietary Fiber ENZYMATIC-GRAVIMETRIC METHODS; ENZYMATIC-CHEMICAL METHODS; COMPONENTS INCLUDED IN EACH METHOD OF ANALYSIS; Nonstarch Polysaccharides; Lignin; Resistant Starch; Oligosaccharides; Fructans, Inulin, and Oligofructose; Polydextrose; Modified Cellulose; Resistant Maltodextrins; Chitin and Chitosan; Chondroitin; Noncarbohydrate Components; SUMMARY; Appendix D Determination Of Energy Values For Fibers…”

Tabla de Contenidos: “…The birth of the sixth art (1911) / Ricciotto Canudo -- The montage of film attractions (1924) / Sergei Eisenstein -- Provisional instructions to Kino-eye groups (1926) / Dziga Vertov -- First principals of documentary (1932) / John Grierson -- Cinema instrument of poetry (1953) / Luis Buñuel -- An aesthetic of reality: neorealism (extract) (1948) / André Bazin -- 'Six characters in search of auteurs: discussion about the French cinema' (1957) / André Bazin ... …”

Tabla de Contenidos: “…-- Numbers as text -- Text Functions -- Determining whether a cell contains text -- Working with character codes -- Determining whether two strings are identical -- Joining two or more cells -- Displaying formatted values as text -- Displaying formatted currency values as text -- Removing excess spaces and nonprinting characters -- Counting characters in a string -- Repeating a character or string -- Creating a text histogram -- Padding a number -- Changing the case of text -- Extracting characters from a string -- Replacing text with other text -- Finding and searching within a string -- Searching and replacing within a string -- Advanced Text Formulas -- Counting specific characters in a cell -- Counting the occurrences of a substring in a cell -- Removing trailing minus signs -- Expressing a number as an ordinal -- Determining a column letter for a column number -- Extracting a filename from a path specification -- Extracting the first word of a string -- Extracting the last word of a string -- Extracting all but the first word of a string -- Extracting first names, middle names, and last names -- Removing titles from names -- Counting the number of words in a cell -- Chapter 6: Working with Dates and Times -- How Excel Handles Dates and Times -- Understanding date serial numbers -- Entering dates -- Understanding time serial numbers -- Entering times -- Formatting dates and times -- Problems with dates -- Date-Related Functions -- Displaying the current date -- Displaying any date with a function -- Generating a series of dates -- Converting a nondate string to a date -- Calculating the number of days between two dates -- Calculating the number of work days between two dates -- Offsetting a date using only work days -- Calculating the number of years between two dates -- Calculating a person's age…”

Tabla de Contenidos: “…4 Heat Integration: Targets and Heat Exchanger Network Design 4.1 Introduction; 4.2 Stages in the Design of Heat Recovery Systems; 4.3 Data Extraction; 4.4 Performance Targets; 4.5 Process Modifications; 4.6 Network Design; 4.7 Design Evolution; 4.8 Conclusion; 4.9 Sources of Further Information; 4.10 References; 5 Application of Process Integration to the Synthesis of Heat and Power Utility Systems Including Combined Heat and Power (CHP) and Industrial Heat Pumps; 5.1 Introduction; 5.2 Targeting Utility Loads and Temperature Levels…”

Tabla de Contenidos: “…Dimension and Partition ProcessingCommon Transformations; Synchronous versus Asynchronous Transformations; Aggregate; Conditional Split; Data Conversion; Derived Column; Lookup; Row Count; Script Component; Slowly Changing Dimension; Sort; Union All; Other Transformations; Audit; Character Map; Copy Column; Data Mining Query; DQS Cleansing; Export Column; Fuzzy Lookup; Fuzzy Grouping; Import Column; Merge; Merge Join; Multicast; OLE DB Command; Percentage and Row Sampling; Pivot Transform; Unpivot; Term Extraction; Term Lookup; Data Flow Example; Summary…”

Tabla de Contenidos: “…; Getting Started in SSIS Scripting; Using the Script Task; Using the Script Component; Essential Coding, Debugging, and Troubleshooting Techniques; Summary; Chapter 10: Loading a Data Warehouse; Data Profiling; Data Extraction; Dimension Table Loading; Fact Table Loading; SSAS Processing; Master ETL Package; Summary; Chapter 11: Using the Relational Engine; Data Extraction; SQL Server 2008 Change Data Capture; Data Loading; Summary; Chapter 12: Accessing Heterogeneous Data; Excel and Access; Oracle; XML and Web Services; Flat Files; ODBC…”

Tabla de Contenidos: “…-- Brief History of Text -- Writing Systems of the World -- Meaning and Ambiguity -- Notes -- Chapter 2 Text Analytics Process Overview -- Text Analytics Processing -- Process Building Blocks -- Preparation -- Utilization -- Process Description -- Text Mining Data Sources -- Capture -- Linguistic Processing -- Parsing and Parse Products -- Internal Representation and Text Products -- Representation -- Notes -- Chapter 3 Text Data Source Capture -- Text Mining Data Source Assembly -- Use Case: Accessing Text from SAS Conference Proceedings -- Text Data Capture Process -- Consuming Linguistics Text Products -- Notes -- Chapter 4 Document Content and Characterization -- Authorship Analytics: Early Text Indicators and Measures -- Function Words as Indicators -- Beyond Function Words -- Words and Word Forms as Psychological Artifacts -- A Case Study in Gender Detection -- Data Product Example -- Analysis Results -- Summarization and Discourse Analysis -- Elementary Operations as Building Blocks to Results -- Fact Extraction -- Sentiment Extraction -- Conditional Inference -- Deployment -- Summarization -- Conclusion -- Notes -- Chapter 5 Textual Abstraction: Latent Structure, Dimension Reduction -- Text Mining Data Source Assembly -- Latent Structure and Dimensional Reduction -- Singular Value Decomposition as Dimension Reduction -- Latent Semantic Analysis -- Clustering Approach to Document Classification -- SVD Approach to Document Indexing -- Rough Meaning - Approximation for Singular Value Dimensions -- Semantic Indexing: Assigning Category Based on Singular Value Dimensional Scores -- Identifying Topics Using Latent Structure…”

Tabla de Contenidos: “…Operations on columnsAggregations with ""Group by""; Accessing database metadata; Slick versus JDBC; Summary; References; Chapter 7: Web APIs; A whirlwind tour of JSON; Querying web APIs; JSON in Scala - an exercise in pattern matching; JSON4S types; Extracting fields using XPath; Extraction using case classes; Concurrency and exception handling with futures; Authentication - adding HTTP headers; HTTP - a whirlwind overview; Adding headers to HTTP requests in Scala; Summary; References; Chapter 8: Scala and MongoDB; MongoDB; Connecting to MongoDB with Casbah; Connecting with authentication…”