Tabla de Contenidos: “…BUSINESS INTELLIGENCE -- An introduction to data warehousing -- The multidimensional model of data -- Standard reporting tools -- Online analytical processing -- Data mining -- A relational schema for a data warehouse -- Summary -- 15. …”

Tabla de Contenidos: “…Threat: Energy production and mining / Nick A. Littlewood, Ricardo Rocha, Rebecca K. …”

Tabla de Contenidos: “…-- A Practical Example: The Bitcoin Network -- Mining: Proof-of-Work vs Proof-of-Stake -- Blockchain Beyond Cryptocurrency -- Transactional -- Organizational -- Strategic traceability and verification across all aspects of the organizational value chain -- Logistics and Supply Chain -- Decentralized Identity and Ownership Management -- Human Resources (HR) -- Conclusion -- Chapter 5 Intelligent Health: The Convergence of Data and AI -- Putting AI into Context -- Putting Health and Healthcare into Context -- Healthcare is different -- Six dimensions of health system transformation -- Healthcare data are unique and complex -- Healthcare digitization lags other sectors -- AI in Health and Healthcare -- The potential of healthcare data + AI -- A framework for the adoption of AI in healthcare -- A point solution - AI-enhanced radiological imaging -- Application solutions - AI-enhanced radiology departments -- System solutions - AI accelerates health system transformation -- Chapter 6 Helping Leaders Design New World People Experiences: Using Virtual and Augmented Reality to Advance the Future of Work -- Trends -- Product Design -- R&amp -- D -- Analytics -- Employee Readiness -- Collaboration/hybrid Work -- Transformation -- Engagement…”

Tabla de Contenidos: “…Process versioning basics; 2.2.5.3. BAM and process mining; 2.2.6. Local View of Choreography: WS-CDL Toolkit; 2.3. …”

Tabla de Contenidos: “…-- Evolution of AML Controls -- Adjusting to Rapidly Increasing Scale -- A Highly Flexible Methodology Results in Processes that Are Difficult to Stop -- AML Is a Process, Not a Destination -- All Countries' Regulatory Programs Are Not Equal -- Technology and Offshore Havens Intersect -- The Cost vs. the Benefit -- Consider the Pace of Change and Progress -- Conclusion -- ch. 6 Discovery and Prevention -- Early Warning Is Essential to AML -- Proactive Means Active -- By the Numbers -- Paradigm Shift -- Testing Your Own AML Systems -- Expanding the Business Comparison -- The Regulatory Framework -- High-Risk Areas -- Money Laundering Meets Terror Financing -- Hiding in Plain Sight -- Criminalizing the Concealment Activities -- Creating Financial Fronts -- Keeping the Money Moving -- Keeping the Tax Man Happy -- Conclusion -- ch. 7 Terror Financing -- Terrorists Use Money Laundering Techniques -- Similarities and Distinctions -- Application of the Methodology to Terror Financing -- Global Impact of Financial Crimes -- Alternative Laundering Mechanisms -- Regulatory Responses -- Conclusion -- ch. 8 Identifying Risk Exposures -- AML Exposures: Assessing Financial Institution Risk -- Language, Culture, and Ethnicity -- The Legal Landscape -- Geography: Distance Matters -- The Goal of the Launderer Is to Hide -- The United States Takes a Different Approach -- Laundering Groups Seek to Evade Detection -- A Fractured Enforcement and Regulatory Picture -- The Regulatory Position on Cyber Risks -- Simple Fraud, Still Successful -- Conclusion -- ch. 9 Investigating Money Movement -- Money Laundering Is Now Transnational Organized Crime -- Succeeding in the Investigative Process -- Government Access to Information -- Mining Data for Money Laundering -- Some Products Help the Perpetrators -- Investigating Virtual Payment Technologies -- Looking to the Future Investigative Issues -- Putting an Investigative Plan in Motion -- People Are Essential to Proof -- Finding Money Laundering Abroad -- Money Laundering Exposure during the Financial Industry Consolidation -- Conclusion -- ch. 10 Reporting and Recovery -- Reporting to Law Enforcement -- Honest People Act Differently -- Anticipating Challenges with Cyber Recoveries -- Building Appropriate Controls into Online Payment Systems -- Global Coordination on Future Issues -- Weighing Access vs. …”

Tabla de Contenidos: “…Mixture models and clustering -- Non-finite mixture model -- Dirichlet process -- Continuous mixtures -- Some common distributions are mixtures -- Summary -- Exercises -- Chapter 8: Gaussian Processes -- Linear models and non-linear data -- Modeling functions -- Multivariate Gaussians and functions -- Covariance functions and kernels -- Gaussian processes -- Gaussian process regression -- Gaussian process regression with PyMC -- Setting priors for the length scale -- Gaussian process classification -- GPs for space flu -- Cox processes -- Coal mining disasters -- Red wood -- Regression with spatial autocorrelation -- Hilbert space GPs -- HSGP with Bambi -- Summary -- Exercises -- Chapter 9: Bayesian Additive Regression Trees -- Decision trees -- BART models -- Bartian penguins -- Partial dependence plots -- Individual conditional plots -- Variable selection with BART -- Distributional BART models -- Constant and linear response -- Choosing the number of trees -- Summary -- Exercises -- Chapter 10: Inference Engines -- Inference engines -- The grid method -- Quadratic method -- Markovian methods -- Monte Carlo -- Markov chain -- Metropolis-Hastings -- Hamiltonian Monte Carlo -- Sequential Monte Carlo -- Diagnosing the samples -- Convergence -- Trace plot -- Rank plot -- , (R hat) -- Effective Sample Size (ESS) -- Monte Carlo standard error -- Divergences -- Keep calm and keep trying -- Summary -- Exercises -- Chapter 11: Where to Go Next -- Other Books You May Enjoy -- Index…”

Tabla de Contenidos: “…Lee -- Continents and civilizations / Gilad Ben-Nun -- Languages and spaces: la francophonie, lusofonia, and hispanidad / Jürgen Erfurt -- Historical mesoregions and transregionalism / Stefan Troebst -- Borderlands: temporality, space, and scale / Paul Nugent -- Global cities / Ursula Rao -- Special economic zones and transregional state spatiality / Megan Maruschke -- Transregional trade infrastructures in the nineteenth and twentieth centuries / Uwe Müller -- Conceptualizing the world economy: the world market / Gordon Winder -- Great divergence: addressing global inequalities / Philipp Rössner -- Property demythologized: historical transformations and spatial hierarchies of land regimes / Hanne -- The role of infrastructure in transregional ventures / Roland Wenzlhuemer -- Supply chain capitalism and the technologies of global territory / Julian Stenmanns and Marc Boeckl -- Power without borders: transnational corporations in the global food system / Doris Fuchs and Tobia -- Contested extractivism: actors and strategies in conflicts over mining / Kristina Dietz and Bettina -- Transregional protest against preferential trade agreements / Cornelia Reiher -- Peace and security / Ulf Engel -- Trade transregionalism / Theodore H. …”

Tabla de Contenidos: “…Cover -- Contents -- Acknowledgements -- Academic Advisory Board -- General Introduction -- The Anthropocene as Multiple Crisis -- Periods of the Anthropocene's Genealogy in Latin America -- Colonial Period -- From the Mid‐Nineteenth Century to 1950 -- From 1950 to the Present -- Anthropocene Regions in Latin America -- Southern Cone -- Andes -- Amazon -- Mesoamerica -- Caribbean -- Biodiversity -- Final Words -- Colonial Period -- Introduction: Biodiversity and the Anthropocene in Colonial Latin America -- References -- Biodiversity in the Southern Cone in the Colonial Period -- Early Connections with "Others" in Colonial Spaces -- Intruders, yet Colonial Partners -- Horses: the Novel Deities -- Cattle as Environmental Vocation -- Colonial Ontologies of the Anthropocene: Some Current Considerations -- References -- Biodiversity in the Andes in the Colonial Period -- Livestock and Conquest -- The Expansion of European Livestock in the Second Half of the Sixteenth Century -- Livestock and the Rise of the Colonial Mining Economy: Potosí and the Andean South (1570-1600) -- The Reception of European Livestock by Indigenous People -- Conclusion -- References -- Biodiversity in the Amazon in the Colonial Period -- Early Gestures: The Arrival of Spaniards and Portuguese during the Colonial Period -- How Europeans Registered Biological Diversity in the Amazon -- Natural Knowledge as Political Argument -- Conclusion -- References -- Biodiversity in Mesoamerica in the Colonial Period -- Encounter, Colonization, and Impacts on Mesoamerican Biodiversity -- Final Remarks -- References -- Biodiversity in the Caribbean in the Colonial Period -- Plantation and Counter‐Plantation Animalities -- Provision Grounds and the Ambiguous Materiality of Freedom -- Counter‐Plantation Futures -- References -- From the Mid‐Nineteenth Century to 1950.…”

Tabla de Contenidos: “…-- Masters of the sea: Petroleum shipping companies -- Swimming with sharks: Avoiding industry risk -- The New Kids on the Block: EV Transportation Companies -- Part 4 Pedal to the Metal: Investing in Metals -- Chapter 15 All That Glitters: Investing in Gold, Silver, and Platinum -- Going for the Gold -- Getting to know the gold standard -- What makes gold valuable -- How to measure gold -- Good as gold: Finding ways to invest in gold -- Let's get physical -- Gold ETFs -- Stocks in gold companies -- Gold contracts -- Get the Tableware Ready: Investing in Silver -- Checking out the big picture on the silver screen -- Getting a Sliver of Silver in Your Portfolio -- Buying physical silver -- Buying the silver ETF -- Looking at silver-mining companies -- Checking out silver futures contracts -- Bling Bling: Investing in Platinum -- Gathering platinum facts and figures -- Going platinum -- Platinum futures contract -- Platinum-mining companies -- Chapter 16 Metals That Prove Their Mettle: Steel, Aluminum, and Copper -- Building a Portfolio That's as Strong as Steel -- Steely facts -- Investing in steel companies -- Aluminum: Illuminating the Details -- Just the aluminum facts -- Aluminum futures -- Aluminum companies…”

Tabla de Contenidos: “…What Happens If Two Blocks Are Mined at the Same Time? -- 13. What Prevents People from Double Spending Their Digital Currency? …”

Tabla de Contenidos: “…Textbox Report Item (Improved in 2008) -- Tablix (New in 2008) = Table, Matrix, List -- Practical Application of Report Items -- Chart Report Item (Improved in 2008) -- Practical Application of a Chart -- Gauge Report Item -- Report Body Versus Page Header/Footer -- Summary -- 14 Grouping, Sorting, Aggregating Data, and Working with Scope -- Grouping Data on a Report -- Sorting, Including Interactive Sorting and Data Source Sorting -- Scope Parameter of Aggregate Functions -- Level and InScope Functions -- Summary -- 15 Advanced Report Formatting -- Formatting-Related Report Item Properties -- Formatting Numeric and Date/Time Values -- Creating Alternating Colors for the Lines on a Report -- Paging Report (Improved in 2008) -- Summary -- 16 Report Navigation -- Hyperlink (Go to URL) Navigation -- BookmarkLink (Go to Bookmark) Navigation -- Drillthrough (Go to Report) Navigation -- Document Map -- Hide and Toggle Items -- Practical Application of Action Items -- Summary -- 17 Working with Multidimensional Data Sources -- Analysis Services Concepts -- Data-Mining Concepts -- MDX and DMX -- Advanced OLAP Concepts -- Creating Data-Mining Reports -- Summary -- 18 Ad Hoc Reporting -- Issues Facing Ad Hoc Reporting -- Client-Side Reporting with SSRS -- Report Models and the Model Designer -- Report Builder 2.0 -- Summary -- Part III: Reporting Services Management -- 19 Managing Reports, Data Sources, and Models -- Deployment Options in Visual Studio -- Deployment Through Report Manager -- Changing Report Properties -- Setting Report History and Snapshots -- My Reports -- Summary -- 20 Securing Report Server Items -- Reporting Services Security Model -- Defining Custom Roles -- Summary -- 21 Report Execution and Processing -- Managing Schedules -- Report Execution and Processing -- Report-Execution History -- Summary -- 22 Subscribing to Reports…”

Tabla de Contenidos: “…You Have All This in Common - So Please Stop Thinking About Them as Cold Calls -- Chapter 36 How to Find Prospects You Don't Know Yet -- Ask Your Current Customers Who Else Buys What You Sell -- Ask Your Current Customers for Referrals Outside Their Company -- Ask Key Connectors for Referrals -- Mine Your Company's Past Customers -- Call Prospects You Simply Know Are Buying Elsewhere Now -- If You Need Even More, Go to LinkedIn -- Chapter 37 Scripts for Quickly Warming Up Cold Calls -- Your Script: What to Say to Prospects You Don't Know (Remember, These Aren't Cold Calls, but Relationship Calls or Helping Calls) -- Chapter 38 Let's Focus on What We Can Control -- Acknowledgments -- About the Author -- Index -- EULA…”

Tabla de Contenidos: “…. -- Treatment of special characters -- Visualizing regular expressions -- Searching and mining text inside a file with grep -- How to do it... -- There's more... -- Recursively searching many files -- Ignoring case in patterns -- grep by matching multiple patterns -- Including and excluding files in a grep search -- Using grep with xargs with the zero-byte suffix -- Silent output for grep -- Printing lines before and after text matches -- Cutting a file column-wise with cut -- How to do it... -- There's more -- Specifying the range of characters or bytes as fields -- Using sed to perform text replacement -- How to do it... -- There's more... -- Removing blank lines -- Performing replacement directly in the file -- Matched string notation () -- Substring match notation (\1) -- Combining multiple expressions -- Quoting -- Using awk for advanced text processing -- Getting ready -- How to do it... -- How it works... -- There's more... -- Special variables -- Passing an external variable to awk -- Reading a line explicitly using getline -- Filtering lines processed by awk with filter patterns -- Setting delimiters for fields -- Reading the command output from awk -- Associative arrays in Awk -- Using loop inside awk -- String manipulation functions in awk -- Finding the frequency of words used in a given file -- Getting ready -- How to do it... -- How it works... -- See also -- Compressing or decompressing JavaScript -- Getting ready -- How to do it... -- How it works... -- See also -- Merging multiple files as columns -- How to do it... -- See also -- Printing the nth word or column in a file or line -- How to do it... -- See also -- Printing text between line numbers or patterns -- Getting ready -- How to do it... -- See also -- Printing lines in the reverse order…”

Tabla de Contenidos: “…The Labor-Management Reporting and Disclosure Act (LMRDA) (1959) -- 1.24. The Mine Safety and Health Act (MSHA) (1977) -- 1.25. …”

Tabla de Contenidos: “…Indigenous-settler relations in Australia -- Comprehending Indonesian transformation -- Contributors -- The policy of community empowerment in implementing Corporate Social Responsibility (CSR) of a coal mining company (a case study of CSR implementation by PT BARA as a state-owned company) -- Interpretation of social policy in Jatinangor, Sumedang -- Indonesia's subnational competitiveness and preparedness for ASEAN economic community 2015: Mapping literatures -- Victimisation in tax collection in Indonesia -- Local action for waste bank management through an environmental communication strategy and a collaborative approach for the sustainability of villages -- The relationship between political parties and women's Civil Society Organizations (CSOs) in Indonesia, South Korea, and Argentina -- Fishermen's adaptation to aquatic environment changes in Jakarta Bay -- Gender bias on structural job promotion of civil servants in Indonesia (a case study on job promotion to upper echelons of civil service in the provincial government of the special region of Yogyakarta) -- Tax amnesty policy implementation: The supporting and inhibiting factors -- The impact of microfinance as a community development program -- Work-family balance: A dilemma for women workers in the manufacturing industry (case study at PT. …”

Tabla de Contenidos: “…3 The Psychology of Group Dominance: Social Dominance Orientation -- Overview -- Descriptions of Samples and Scale Forms -- Anti-Egalitarianism and SDO Scales -- Reliability of Anti-Egalitarianism and SDO Scales -- Dimensionality of the SDO Scales -- Distinctions Between SDO and Related Concepts -- Rokeach's Two-Value Model -- Political Conservatism -- Authoritarianism -- Standard Personality Variables -- The Roots of SDO -- SDO and Other Demographic Indicators -- Filling Out the Psychology of Group Dominance -- SDO and Legitimizing Myths -- SDO and Hierarchy-Enhancing and Hierarchy-Attenuating Social Roles -- SDO, Group Discrimination, and Intergroup Context -- SDO as a Unifying Construct -- Summary and Conclusions -- 4 "Let's Both Agree That You're Really Stupid": The Power of Consensual Ideology -- The Construct of Legitimizing Myths -- Dissensual and Consensual Ideologies -- The Notion of Consensual and Dissensual Beliefs -- Some Empirical Demonstrations -- Summary and Conclusions -- Part III: The Circle of Oppression: The Myriad Expressions of Institutional Discrimination -- 5 "You Stay in Your Part of Town, and I'll Stay in Mine": Discrimination in the Housing and Retail Markets -- Discrimination in the Housing Market -- Perceived Housing Discrimination -- Harder Evidence of Housing Discrimination: Mortgage Lending Data -- Very Hard Evidence of Housing Discrimination: Audit Studies -- The Subordinate Male Target Hypothesis -- The Costs of Discrimination -- Discrimination in the Retail Market -- Summary and Conclusions -- 6 "They're Just Too Lazy to Work": Discrimination in the Labor Market -- Self-Reports of Employment Discrimination -- The Subordinate Male Target Hypothesis in Employment Discrimination -- Definitive Evidence for Job Discrimination -- Factors Moderating the Degree of Employment Discrimination -- Other Moderating Variables…”

Tabla de Contenidos: “…-- 1.Trust: The Currency of Google -- PageRank -- TrustRank -- Google's Circus -- How to Mine TrustRank -- A Final Word on TrustRank -- 2.The Five Ingredients of Google Optimization -- Ingredient One Keyword Selection -- Take an Informal Survey -- Use the Google AdWords Keyword Planner -- Capitalize on Competitors' Work -- Spend a Few Bucks on a Pay-per-Click Campaign -- Ingredient Two The Meta Page Title -- Maximizing the Effectiveness of Your Meta Page Titles -- Case Study One The Baby Store -- Case Study Two Games -- Ingredient Three Links -- The Psychology of Link Building -- Ingredient Four URL Structure -- Ingredient Five Time -- Final Thoughts -- 3.How to Reel In Links -- Avoiding Bad Neighborhoods -- Link Building 101 -- The Bible of Link Acquisition -- Systematic Emailing -- Link Bait -- 4.Using Time to Gain Trust -- The Sandbox -- Prepublishing Period --…”

Tabla de Contenidos: “…Chapter 6: Stock Market Data -- Technical requirements -- Introduction to temporal data -- Stock market applications -- Introduction to centrality metrics -- Application of centrality metrics across time slices -- Extending network metrics for time series analytics -- Summary -- References -- Chapter 7: Goods Prices/Sales Data -- Technical requirements -- An introduction to spatiotemporal data -- The Burkina Faso market dataset -- Store sales data -- Analyzing our spatiotemporal datasets -- Summary -- References -- Chapter 8: Dynamic Social Networks -- Technical requirements -- Social networks that change over time -- Friendship networks -- Triadic closure -- A deeper dive into spreading on networks -- Dynamic network introduction -- SIR models, Part Two -- Factors influencing spread -- Example with evolving wildlife interaction datasets -- Crocodile network -- Heron network -- Summary -- References -- Part 4: Advanced Applications -- Chapter 9: Machine Learning for Networks -- Technical requirements -- Introduction to friendship networks and friendship relational datasets -- Friendship network introduction -- Friendship demographic and school factor dataset -- ML on networks -- Clustering based on student factors -- Clustering based on student factors and network metrics -- Spectral clustering on the friendship network -- DL on networks -- GNN introduction -- Example GNN classifying the Karate Network dataset -- Summary -- References -- Chapter 10: Pathway Mining -- Technical requirements -- Introduction to Bayesian networks and causal pathways -- Bayes' Theorem -- Causal pathways -- Bayesian networks -- Educational pathway example -- Outcomes in education -- Course sequences -- Antecedents to success -- Analyzing course sequencing to find optimal student pathways to graduation -- Introduction to a dataset -- bnlearn analysis…”

Tabla de Contenidos: “…Shieh, Mason Shieh 11 E-Health Intelligence: A Multiple-Level Clustering Approach for E-Health Data Mining 330 Chih-Ping Wei, Paul Jen-Hwa Hu, Liang-Ming Kung, Joseph Tan E-Patient Image Retrieval Case: Incremental Neural Net Learning 352 Lin Lin, Olivia R. …”

Tabla de Contenidos: “…DATA DESIGN FOR SELF-SERVICE BI -- MATCHING TYPES OF ANALYSIS TO VISUALIZATIONS -- CHAPTER 14 - BI DESIGN AND DEVELOPMENT -- BI DESIGN -- BI DEVELOPMENT -- BI APPLICATION TESTING -- CHAPTER 15 - ADVANCED ANALYTICS -- ADVANCED ANALYTICS OVERVIEW AND BACKGROUND -- PREDICTIVE ANALYTICS AND DATA MINING -- ANALYTICAL SANDBOXES AND HUBS -- BIG DATA ANALYTICS -- DATA VISUALIZATION -- REFERENCE -- CHAPTER 16 - DATA SHADOW SYSTEMS -- THE DATA SHADOW PROBLEM -- ARE THERE DATA SHADOW SYSTEMS IN YOUR ORGANIZATION? …”