Tabla de Contenidos: “…Chapter 7 Understanding Active Directory -- Verifying the Filesystem -- Resilient File System (ReFS) -- NTFS -- Verifying Network Connectivity -- Basic Connectivity Tests -- Tools and Techniques for Testing Network Configuration -- Understanding Active Directory -- Domains -- Trees -- Forests -- Understanding Domain and Forest Functionality -- About the Domain Functional Level -- About Forest Functionality -- Planning the Domain Structure -- Installing Active Directory -- Improved Active Directory Features -- Read-Only Domain Controllers -- Adprep -- Active Directory Prerequisites -- The Installation Process -- Installing Additional Domain Controllers by Using Install from Media -- Verifying Active Directory Installation -- Using Event Viewer -- Using Active Directory Administrative Tools -- Testing from Clients -- Creating and Configuring Application Data Partitions -- Creating Application Data Partitions -- Managing Replicas -- Removing Replicas -- Using ntdsutil to Manage Application Data Partitions -- Configuring DNS Integration with Active Directory -- Exercise 7.7 -- Active Directory Object Overview -- Understanding Security Principals -- An Overview of OUs -- The Purpose of OUs -- Benefits of OUs -- Planning the OU Structure -- Logical Grouping of Resources -- Understanding OU Inheritance -- Delegating Administrative Control -- Applying Group Policies -- Creating OUs -- Managing OUs -- Moving, Deleting, and Renaming OUs -- Administering Properties of OUs -- Delegating Control of OUs -- Creating and Managing Active Directory Objects -- Overview of Active Directory Objects -- Managing Object Properties -- Understanding Groups -- Filtering and Advanced Active Directory Features -- Moving, Renaming, and Deleting Active Directory Objects -- Resetting an Existing Computer Account -- Understanding Dynamic Access Control…”

Tabla de Contenidos: “…. -- Generating regression trees for data with categorical predictors -- Generating regression trees using the ensemble method - Bagging and Boosting -- See also -- Building random forest models for regression -- Getting ready -- How to do it... -- How it works... -- There's more... -- Controlling forest generation -- See also -- Using neural networks for regression -- Getting ready -- How to do it... -- How it works... -- See also -- Performing k-fold cross-validation -- Getting ready -- How to do it... -- How it works... -- See also -- Performing leave-one-out cross-validation to limit overfitting -- How to do it…”

Tabla de Contenidos: “….) -- AGRICULTURA, GANADERÍA Y MEDIO AMBIENTE -- DESARROLLO RURAL SOSTENIBLE -- GESTIÓN FORESTAL SOSTENIBLE -- LO QUE HEMOS APRENDIDO -- TEST -- ACTIVIDADES -- TEMA 4. …”
Enlace del recurso

Tabla de Contenidos: “….); It Takes a Global Village: Distributed Cognition and the Digital-Age Classroom; Educommunication in distance education: e-mentor communication processes for dialogue development; Communication Processes at the "Distance Learning in the Amazon Forest Project"; Learning in Digital Media; the Legacy of McLuhan and his Impact on Formal Education; Educational aspects of the use of internet and mobile phones by migrants in Barcelona and Ciudad Juárez…”

Tabla de Contenidos: “…Criterios de elección Características comparadas ; Conclusión; Aplicaciones de la neumática ; Introducción; Aplicaciones de la neumática en distintos procesos industrales ; Agricultura y explotación forestal; Industria de producción de energía ; Industria química y petrolífera ; Industria del plástico ; Industria metalúrgica ; Industria de la madera. …”

Tabla de Contenidos: “…Co-operation in small forest producers in Bolivia / Jorge Téllez Carrasco and José Blanes Jiménez -- 16. …”

Tabla de Contenidos: “…/ Pio Caroni -- El derecho municipal medieval de la Cataluña Nueva (siglos XIII-XVII) / Josep Serrano Daura -- Algunas consideraciones sobre el régimen local cantábrico frente al fomento naval y forestal en la Corona de Castilla (c.1560-1570) / Alfredo José Martínez González -- Organização judiciária e administração da justiça no Portugal filipino: a reformaçam da justiça de Filipe I de Portugal (1582) / Jorge Veiga Testos -- El oficio de secretario en la doctrina jurídica de la Edad Moderna / Marina Rojo Gallego-Burín -- Notas sobre la reforma municipal carolina en Sevilla: la representación del común / María del Mar Tizón Ferrer -- Un programa ilustrado para la formación de juristas. …”

Tabla de Contenidos: “…Distributed Data Mining and Mining Multi-Agent DataData Mining Process-Related Problems; Security, Privacy, and Data Integrity; Dealing with Nonstatic, Unbalanced, and Cost-Sensitive Data; Summary; References; Chapter 2: Machine Learning and Knowledge Discovery; Knowledge Discovery; Classification; Clustering; Dimensionality Reduction; Collaborative Filtering; Machine Learning: Classification Algorithms; Logistic Regression; Random Forest; Hidden Markov Model; Multilayer Perceptron; Machine Learning: Clustering Algorithms; k -Means Clustering; Fuzzy k -Means (Fuzzy c - Means)…”

Tabla de Contenidos: “…The research on dim moving target detection algorithm in deep spaceAn adaptive multi-scale lattice vector quantization and its application in low bit rate speech coding; Sparse coding based kinship recognition; Sparse representation and random forests based face recognition with single sample per person; Practice and thinking of the bilingual teaching for undergraduate digital signal processing course; Interactive random music using breath control for entertainment application; A high efficient and feature lossless image compression approach for image retrieval…”

Tabla de Contenidos: “…Brazil's energy mix; Figure 18. Forest depletion has slowed…”

Tabla de Contenidos: “…The share of electronic and forest products in output has collapsed; The challenge for Finland is to continue to benefit from integration in global value chains; Figure 5. …”

Tabla de Contenidos: “…Agricultural development andglobal environmental issues; 5.3. Forest development and globalenvironmental issues; 5.4. …”

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: “…The mean absolute errorThe root mean squared error; The relative absolute error; The relative squared error; The coefficient of determination; Linear regression; Optimizing parameters for a learner - the sweep parameters module; The decision forest regression; The train neural network regression - do it yourself; Comparing models with the evaluate model; Comparing models - the neural network and boosted decision tree; Other regression algorithms; No free lunch; Summary; Chapter 7: Classification Models; Understanding classification; Evaluation metrics; True positive; False positive…”

Tabla de Contenidos: “…Using a Decision Tree to classify credit risksUsing Rattle to score new loan applications; Creating a Qlik Sense application to predict credit risks; Ensemble classifiers; Boosting; Random Forest; Supported Vector Machines; Other models; Linear and Logistic Regression; Neural Networks; Further learning; Summary; Chapter 7: Model Evaluation; Cross-validation; Regression performance; Predicted versus Observed Plot; Measuring the performance of classifiers; Confusion matrix, accuracy, sensitivity, and specificity; Risk Chart; ROC Curve; Further learning; Summary…”

Tabla de Contenidos: “…Opening the SVM Black Box Ensemble Methods; Bagging; Boosting; Random Forests; Evaluating Ensemble Methods; Multiclass Classification Techniques; Multiclass Logistic Regression; Multiclass Decision Trees; Multiclass Neural Networks; Multiclass Support Vector Machines; Evaluating Predictive Models; Splitting Up the Data Set; Performance Measures for Classification Models; Performance Measures for Regression Models; Other Performance Measures for Predictive Analytical Models; Developing Predictive Models for Skewed Data Sets; Varying the Sample Window; Undersampling and Oversampling…”

Tabla de Contenidos: “…-- Chapter5: Climate Change, Air Pollution and Health: Common sources, Similar impacts and Common solutions -- PartII: Air Pollution, Climate Change and Health: The Underlying Science & Impacts -- Chapter6: Air Pollution: Adverse Effects and Disease Burden -- Chapter7: Air Pollution, Oxidative Stress and Public Health in the Anthropocene -- Chapter8: Climate Change, Air Pollution and the Environment: The Health Argument -- Chapter9: Reducing air pollution: avoidable health burden -- PartIII: Climate Change and Health: Sustainability and vulnerable populations and regions -- Chapter10: Vulnerable populations and regions: Middle East as a case study -- Chapter11: Climate Change Risks for Agriculture, Health and Nutrition -- Chapter12: Sustaining Water Resources -- Chapter13: Health, air pollution and forest fires in the Amazon -- PartIV: climate Change and Health: Perspectives from Physicians -- Chapter14: Psychological Impacts of Climate Change and Recommendations -- Chapter15: Air Pollution and Cardiovascular Disease: A Proven Causality -- Chapter16: Healthy People, Healthy Planet: Holistic Thinking -- PartV: Climate Change and Health: Social Impacts -- Chapter17: Climate Change, Public Health, Social Peace -- Chapter18: Health of the People, Health of the Planet, Health of the Migrants -- Chapter19: Climate Justice and Public Health: Practical Ethics in Urgent Times -- PartVI: Overarching Solutions: The Role of Religion -- Chapter20: Faith in God & Health of People -- Chapter21: Caring for Creation – The Evangelical’s Guide -- Chapter22: Call to Action from Faith Leaders -- PartVII: Overarching Solutions: The Role of Science and Technology -- Chapter23: Public health co-benefits of greenhouse gas emissions reduction -- Chapter24: Good Health in the Anthropocene Epoch: Potentials for Transformative Solutions -- Chapter25: Well Under 2 Degrees Celsius: Ten Solutions for Carbon Neutrality and Climate Stability -- Chapter26: Defeating Energy Poverty: Invest In Scalable Solutions for the Poor -- Chapter27: Sensor-Enabled Climate Financing for Clean Cooking -- Chapter28: Research is vital to tackling climate change, but it cannot succeed alone -- PartVIII: Call to Action -- Chapter29: Governor of California -- Chapter30: United States Congressman -- Chapter31: Opportunities for a sustainable planet -- Chapter32: Sustainable development goals and health: Call for Cultural Revolution -- Chapter33: A Call to action by health care professionals…”

Tabla de Contenidos: “…Identify Security RequirementsChanging the Administrative Approach; Select and Implement Standards; Change Management; Thinking About Active Directory; Managing Domain Trusts; Identifying Domain and Forest Functional Levels; Defining Active Directory Server Roles; Planning for Server Usage; Determining Which Windows Edition to Use; Using Windows Server 2008 Enterprise; Using Windows Server 2008 Datacenter; Using Windows Web Server 2008; Selecting a Software Licensing Program; Volume-Licensing Programs; Select License; Enterprise Agreement License; Software Assurance…”