“…The World Health Organization estimated more than 10 million new cases and reported more than 1.5 million deaths in 2019, thus ranking TB among the main causes of death due to a single pathogen. …”

Tabla de Contenidos: “…-- Search System Anatomy -- Search Is Not an IT Thing -- Choosing What to Search -- Determining Search Zones -- Navigation versus destination -- Indexing for specific audiences -- Indexing by topic -- Indexing recent content -- Selecting Content Components to Index -- Search Algorithms -- Pattern-Matching Algorithms -- Recall and precision -- Other Approaches -- Query Builders -- Presenting Results -- Which Content Components to Display -- How Many Documents to Display -- Listing Results -- Sorting by alphabet -- Sorting by chronology -- Ranking by relevance -- Ranking by popularity…”

Tabla de Contenidos: “…-- Product recommendations -- Loading the dataset with NumPy -- Downloading the example code -- Implementing a simple ranking of rules -- Ranking to find the best rules -- A simple classification example -- What is classification? …”

Tabla de Contenidos: “…3.6.2.2 Voting, Rating, or Ranking…”

Tabla de Contenidos: “…-- Risk ranking -- Cyber-physical threat modeling -- How does one model a cyber-physical threat? …”

Tabla de Contenidos: “…White hat SEO : it F@$#ing works / Schema.org : why you're behind if you're not using it / Perfecting keyword targeting and on-page optimization / Duplicate content in a post-panda world / Freshness factor : 10 illustrations on how fresh content can influence rankings / All links are not created equal : 10 illustrations of search engines' valuation of links / The responsibilities of SEO have been upgraded / Beyond blog posts : a guide to innovative content types / Scaling white hat link building--scaling content / 10 Super easy SEO copywriting tips for improved link building / The rich get richer : true in SEO, social, and all organic marketing / Life after Google is now : 9 pieces of advice on how a new site can succeed without search / Tracking the KPIs of social media / Everyone should hire "social media experts" / A peek under the hood : how we manage the moz community / Throw away your form letters (or 5 principles to better outreach link building) / A link builder's Gmail productivity setup (with outreach emails from 4 industry link builders) / Putting guest post outreach theories to the test (with some real-world data) / An illustrated guide to the science of influence and persuasion / The 12-step landing page rehab program / Lessons learned from 21 case studies in conversion rate optimization / An illustrated guide to web experiments / 11 Google analytics tricks to use for the website / Eye-tracking google SERPs-5 tales of Pizza / Calculating and improving your twitter click-through rate / Launching a new webiste : 18 steps to successful metrics and marketing…”

Tabla de Contenidos: “…Static Analysis of Object-Oriented Languages -- Precise Analysis of String Expressions -- Modular Class Analysis with DATALOG -- Class-Level Modular Analysis for Object Oriented Languages -- Static Analysis of Concurrent Languages -- Checking Interference with Fractional Permissions -- Message Analysis for Concurrent Languages -- Instantaneous Termination in Pure Esterel -- Stack Size Analysis for Interrupt-Driven Programs -- Invited Paper -- Program Development Using Abstract Interpretation (And the Ciao System Preprocessor) -- Static Analysis of Functional Languages -- Selective Tail Call Elimination -- Inserting Safe Memory Reuse Commands into ML-Like Programs -- Static Analysis of Procedural Languages -- Weighted Pushdown Systems and Their Application to Interprocedural Dataflow Analysis -- Client-Driven Pointer Analysis -- Abstract Interpretation of Programs as Markov Decision Processes -- Static Data Analysis -- A Logic for Analyzing Abstractions of Graph Transformation Systems -- Type Systems for Distributed Data Sharing -- Z-Ranking: Using Statistical Analysis to Counter the Impact of Static Analysis Approximations -- Computer-Assisted Verification of a Protocol for Certified Email -- Invited Talk -- Craig Interpolation and Reachability Analysis -- Static Linear Relation Analysis -- Precise Widening Operators for Convex Polyhedra -- Cartesian Factoring of Polyhedra in Linear Relation Analysis -- Static Analysis Based Program Transformation -- Continuation-Based Partial Evaluation without Continuations -- Loop Transformations for Reducing Data Space Requirements of Resource-Constrained Applications -- Code Compaction of Matching Single-Entry Multiple-Exit Regions -- Static Heap Analysis -- Existential Heap Abstraction Entailment Is Undecidable -- Typestate Verification: Abstraction Techniques and Complexity Results -- Static Analysis of Accessed Regions in Recursive Data Structures -- Establishing Local Temporal Heap Safety Properties with Applications to Compile-Time Memory Management…”

Tabla de Contenidos: “…Help in making effective choices- a patient's perspective; 16 Giving advice: decision theory perspectives on sexual assault; 17 Sticky decisions: peanut butter in a time of Salmonella; PART VI Aiding public risk decisions; 18 A multi-channel stakeholder consultation process for transmission deregulation; 19 The science and practice of risk ranking; 20 Counting casualties: a framework for respectful, useful records…”

Tabla de Contenidos: “…Cover -- Praise for Get Up To Speed With Online Marketing -- Contents -- Acknowledgements -- About the Author -- Introduction -- Part 1 Get Strategic -- Chapter 1: Online Marketing 101 -- Chapter 2: Your Online Marketing Plan -- Part 2 Get Online -- Chapter 3: Establish a Web Presence How to Build a Website With No Technical Knowledge -- Chapter 4: Boost Your Search Engine Rankings How to Increase Your Visibility on Google -- Chapter 5: Engage With Email How to Build An Email List Without Annoying People -- Part 3 Get Creative -- Chapter 6: Build a Blog How to Build Trust, Reputation and Traffic -- Chapter 7: Podcast for Profit How to Attract An Audience of Loyal Listeners -- Chapter 8: Lights, Camera, Action! …”

Tabla de Contenidos: “…Contents; About This Book; The Advisory Board; Acknowledgments; The Human Resources Function; How to Use This Book; The Categories; Audit Category Ranking; Step One-Information Gathering; Human Resources Strategic Management; Workforce Planning and Selection; Training and Organizational Development; Total Rewards; Employee and Labor Relations; Safety and Security; Human Resources Information Systems (HRIS) and Metrics; Diversity and Equal Employment Opportunity; Human Resources Facilities and Equipment; Human Resources Organization; Human Resources Staff; Benchmarks; Summary…”

Tabla de Contenidos: “…Preface -- 1 Single Channel Audio Source Separation NMF; Cédric Févotte, Emmanuel Vincent, and Alexey Ozerov -- 2 Separation of known sources using non-negative spectrogram factorization; Tuomas Virtanen and Tom Barker -- 3 Dynamic Non-Negative models for audio source separation; Paris Smaragdis, Gautham Mysore, Nasser Mohammadiha -- 4 An introduction to multichannel NMF for audio source separation; Alexey Ozerov, Cédric Févotte and Emmanuel Vincent -- 5 General formulation of multichannel extensions of NMF variants; Hirokazu Kameoka, Hiroshi Sawada and Takuya Higuchi -- 6 Determined Blind Source Separation with Independent Low-Rank Matrix analysis; Daichi Kitamura, Nobutaka Ono, Hiroshi Sawada, Hirokazu Kameoka and Hiroshi Saruwatari -- 7 Deep neural network based multichannel audio source separation; Aditya Arie Nugraha, Antoine Liutkus and Emmanuel Vincent -- 8 Efficient Source separation using bitwise neural networks; Minje Kim and Paris Smaragdis -- 9 DNN based mase estimation for supervised speech separation; Jitong Chen and DeLiang Wang -- 10 Informed spatial filtering based on constrained ICA; Hendrik Barfuss, Klaus Reindl and Walter Kellermann -- 11 Recent advances in multichannel source separation and denoising based on source sparseness; Nobutaka Ito, Shoko Araki, and Tomohiro Nakatani -- 12 Multimicrophone MMSE-based speech source separation; Shmulik Markovich-Golan, Isral Cohen and Sharon Gannot -- 13 Musical-Noise-Free blind speech extraction based on higher-order statistics analysis; Hiroshi Saruwatari and Ryoichi Miyazaki -- 14 Alternating diffusion maps for audio-visual source separation; David Dov, Ronen Talmon and Israel Cohen -- Index…”

Tabla de Contenidos: “…Feature selectors -- Summary -- Chapter 11: Learning Spark GraphX -- Introduction to GraphX -- Introduction to Property Graph -- Getting started with the GraphX API -- Using vertex and edge RDDs -- From edges -- EdgeTriplet -- Graph operations -- mapVertices -- mapEdges -- mapTriplets -- reverse -- subgraph -- aggregateMessages -- outerJoinVertices -- Graph algorithms -- PageRank -- Static PageRank -- Dynamic PageRank -- Triangle counting -- Connected components -- Summary -- Index…”

Tabla de Contenidos:

Tabla de Contenidos: “…-- The Dawn for a New Era for Higher Education -- Are Rankings (Still) Fit for Purpose? -- Are Universities Better Off Without Rankings?…”

Tabla de Contenidos: “…Chapter 5: Unsupervised Learning - Clustering and Dimensionality Reduction -- Dimensionality reduction -- Unsupervised dimensionality reduction -- Principal Component Analysis -- Truncated SVD -- Truncated SVD for categorical and sparse data -- Random projection -- Cluster analysis -- Hierarchical methods -- K-means -- Choosing K in K-Means -- DBSCAN -- Clustering for supervised learning -- Clusters as features -- Clustering as dimensionality reduction -- Supervised learning via clustering -- Evaluation -- Manual evaluation -- Supervised evaluation -- Unsupervised Evaluation -- Summary -- Chapter 6: Working with Text - Natural Language Processing and Information Retrieval -- Natural Language Processing and information retrieval -- Vector Space Model - Bag of Words and TF-IDF -- Vector space model implementation -- Indexing and Apache Lucene -- Natural Language Processing tools -- Stanford CoreNLP -- Customizing Apache Lucene -- Machine learning for texts -- Unsupervised learning for texts -- Latent Semantic Analysis -- Text clustering -- Word embeddings -- Supervised learning for texts -- Text classification -- Learning to rank for information retrieval -- Reranking with Lucene -- Summary -- Chapter 7: Extreme Gradient Boosting -- Gradient Boosting Machines and XGBoost -- Installing XGBoost -- XGBoost in practice -- XGBoost for classification -- Parameter tuning -- Text features -- Feature importance -- XGBoost for regression -- XGBoost for learning to rank -- Summary -- Chapter 8: Deep Learning with DeepLearning4J -- Neural Networks and DeepLearning4J -- ND4J - N-dimensional arrays for Java -- Neural networks in DeepLearning4J -- Convolutional Neural Networks -- Deep learning for cats versus dogs -- Reading the data -- Creating the model -- Monitoring the performance -- Data augmentation -- Running DeepLearning4J on GPU -- Summary…”

Tabla de Contenidos: “…Alternative Approaches -- Open Science and Research Integrity -- Equity, Open Infrastructure and Rankings -- International Developments -- DORA -- COARA -- More Than Our Rank -- HELIOS -- Conclusion and Discussion -- References -- Chapter 5: Talent Management of Doctoral Students: Focus on Well-being, or How to Deal with the Mental Health Crisis in Graduate Education -- Introduction -- Previous Research -- The Dutch Case -- Theoretical Frameworks -- Job Demands-Resources Model -- Self-determination Theory -- Methods -- Results -- Job Demands Versus Resources -- Basic Psychological Needs -- Conclusion -- Discussion and Recommendations -- Recommendations for Talent Management -- Limitations of the Study and Recommendations for Further Research -- References -- Chapter 6: Reimagining Doctorate Holders' Motivations to Make Career Transitions: Exploring Post-PhD Career Prospects Within and Outside Academia -- Introduction -- Theoretical Framework -- Research Methods -- Findings -- Distanced From Real Life Versus Practical Impact of Research (Relation to Society) -- Competition Versus Multidisciplinary Collaboration (Relation to Colleagues) -- Individualism and Loneliness Versus Supportive Space (Relation to Work) -- Lack of Perspectives Versus Competence-Based Development (Relation to Personal Development) -- Synthesis -- Discussion -- Suggestions for Further Research -- Practical Implications -- References -- Chapter 7: Talent Development in the Context of Higher Education -- Theoretical Perspectives on Talent Development -- Inclusive Talent Development -- Talent Development in Higher Education: A Focus Group Study -- Method -- Results -- Discussion -- References -- Chapter 8: The Worth of a Talent? …”

Tabla de Contenidos: “…-- Other NoSQL database systems -- Summary -- Chapter 11: Big Data Analysis with Java -- Scaling, data striping, and sharding -- Google's PageRank algorithm -- Google's MapReduce framework…”

Tabla de Contenidos: “…. -- Chapter 6 Standards, Standings, and Summaries -- Catching Some Zs -- Standard Scores in R -- Where Do You Stand? -- Ranking in R -- Tied scores -- Nth smallest, Nth largest -- Percentiles -- Percent ranks -- Creating Summaries -- How Many? …”

Tabla de Contenidos: “…DEL MITO DE INKARRÍ AL MITO DEL PROGRESO; APUNTES SOBRE EL DESARROLLO DEL CAPITALISMO Y LA DESTRUCCIÓN DEL ÁREA CULTURAL POKRA-CHANKA1; CANCIONES COMO EXPRESIÓN DEL PENSAMIENTO CAMPESINO ANDINO; DOMINGO, DÍA LIBRE; CAMBIOS ECONÓMICOS Y CAMBIOS IDEOLÓGICOS EN AYACUCHO; FORMAS INORGÁNICAS DE LA COMUNICACIÓN POPULAR; EL OTRO RANKING: DE MÚSICA FOLCLÓRICA A MÚSICA NACIONAL; LA FIESTA DEL SEÑOR DE LOS MILAGROS EN HUAYOPAMPA; LIMA: CONFLICTO SOCIAL, CULTURA E IDENTIDAD…”

Tabla de Contenidos: “….); BÚSQUEDA SOCIAL; EXTRACTION AND RANKING OF PRODUCT ASPECTS (...); CLASIFICACIÓN DE PREGUNTAS SIN RESPUESTA: (...); ANÁLISIS DE REDES DE INFLUENCIA EN TWITTER; MAPPING ROUTES OF SENTIMENTS; DETECCIÓN DE PLAGIO; N-GRAMAS DE CONTEXTO CERCANO PARA MEJORAR (...)…”