Tabla de Contenidos: “…China in Malaysia: Three Case Studies -- East Coast Rail Link: Remolding Regional Geopolitics Through China -- Bandar Malaysia: Merging State Capital With State Capital -- Forest City: Embedding Transnational Chinese Capital Into Local Politics -- Discussion: Politics in Command -- Conclusion -- Postscript -- Notes -- References -- 5 New Chinese Capitalism and the ASEAN Economic Community -- Introduction -- New Chinese Capitalism in Southeast Asia -- A Tale of Three Nations: Malaysia, Indonesia, Singapore -- Malaysia: Strong Links With the State -- Indonesia: Interplay Between Politics and Ethnicity -- Singapore: Financial Hub and Connectivity -- Conclusion -- Notes -- References -- 6 Domesticating 'Transnational Cultural Capital': The Chinese State and Diasporic Entrepreneurship -- Introduction -- Entrepreneurship in the Transnational Context -- Transnational Cultural Capital and Importance of Political Capital -- The Emergence of Diasporic Technopreneurs -- Key Attributes of Diasporic Technopreneurs -- Conversion of Transnational Cultural Capital -- Incorporating Diasporic Technopreneurs Into the National Agenda -- Mechanisms of Domesticating Transnational Cultural Capital -- Conclusion -- Notes -- References -- 7 Global Talent Management and Higher Education Governance: The Singapore Experience in a Comparative Perspective -- Introduction -- From 'Brain Circulation' to Global 'War for Talent' -- Singapore's Evolving Talent Strategy and Higher Education Landscape -- (Global) Talent Strategy as a National Policy Priority -- From Global Schoolhouse to SkillsFuture -- Global Talent Management and Public-private Collaboration -- Public Responses to Global Talent Strategy and Policy Adjustments After 2011 -- (Global) Talent Management at Nanyang Technological University -- Conclusion and Future Research Directions -- Notes -- References…”

Tabla de Contenidos: “…Agricultural Products -- Chemicals -- Construction Materials -- Containers and Packaging -- Industrial Metals -- Mining -- Paper and Forest Products -- Chapter 18 Real Estate -- Diversified REITs -- Industrial REITs -- Office REITs -- Residential REITs -- Retail REITs -- Real Estate Development -- Real Estate Services -- Specialty REITs -- Chapter 19 Utilities -- Electric Utilities -- Gas Utilities -- Multi-Utilities -- Renewable Energy -- Water Utilities -- Part VI Own the Best and Leave the Rest -- Chapter 20 Portfolio Construction -- Types of Investment Instruments -- Stick to the Basics (of Investing) -- Be Innovative -- Healthy Diversification -- You Own a Conglomerate -- Stay Fully Invested -- Saying Goodbye Is Always the Hardest Part -- Rebalancing -- Advanced Investment Strategies -- Advanced Portfolio Structures -- Conclusion -- Notes -- Tools and Resources -- Index -- EULA…”

Tabla de Contenidos: “…Controlling memory size -- Heterogeneous lists -- From lists to multidimensional arrays -- Resizing arrays -- Arrays derived from NumPy functions -- Getting an array directly from a file -- Extracting data from pandas -- NumPy fast operation and computations -- Matrix operations -- Slicing and indexing with NumPy arrays -- Stacking NumPy arrays -- Working with sparse arrays -- Summary -- Chapter 3: The Data Pipeline -- Introducing EDA -- Building new features -- Dimensionality reduction -- The covariance matrix -- Principal component analysis -- PCA for big data - RandomizedPCA -- Latent factor analysis -- Linear discriminant analysis -- Latent semantical analysis -- Independent component analysis -- Kernel PCA -- T-SNE -- Restricted Boltzmann Machine -- The detection and treatment of outliers -- Univariate outlier detection -- EllipticEnvelope -- OneClassSVM -- Validation metrics -- Multilabel classification -- Binary classification -- Regression -- Testing and validating -- Cross-validation -- Using cross-validation iterators -- Sampling and bootstrapping -- Hyperparameter optimization -- Building custom scoring functions -- Reducing the grid search runtime -- Feature selection -- Selection based on feature variance -- Univariate selection -- Recursive elimination -- Stability and L1-based selection -- Wrapping everything in a pipeline -- Combining features together and chaining transformations -- Building custom transformation functions -- Summary -- Chapter 4: Machine Learning -- Preparing tools and datasets -- Linear and logistic regression -- Naive Bayes -- K-Nearest Neighbors -- Nonlinear algorithms -- SVM for classification -- SVM for regression -- Tuning SVM -- Ensemble strategies -- Pasting by random samples -- Bagging with weak classifiers -- Random Subspaces and Random Patches -- Random Forests and Extra-Trees…”

Tabla de Contenidos: “…Introducing second-order methods -- Summary -- Chapter 6: Deep Learning and Convolutional Neural Networks -- Technical requirements -- Understanding DL basic concepts -- Automated feature extraction -- Training a DNN -- Exploring DL models -- Approaching CNNs -- Convolutional layer -- Pooling layer -- ReLUs -- FC layer -- Building a CNN in MATLAB -- Exploring the model's results -- Discovering DL architectures -- Understanding RNNs -- Analyzing LSTM networks -- Introducing transformer models -- Summary -- Part 3: Machine Learning in Practice -- Chapter 7: Natural Language Processing Using MATLAB -- Technical requirements -- Explaining NLP -- NLA -- NLG -- Analyzing NLP tasks -- Introducing automatic processing -- Exploring corpora and word and sentence tokenizers -- Corpora -- Words -- Sentence tokenize -- Implementing a MATLAB model to label sentences -- Introducing sentiment analysis -- Movie review sentiment analysis -- Using an LSTM model for label sentences -- Understanding gradient boosting techniques -- Approaching ensemble learning -- Bagging definition and meaning -- Discovering random forest -- Boosting algorithms explained -- Summary -- Chapter 8: MATLAB for Image Processing and Computer Vision -- Technical requirements -- Introducing image processing and computer vision -- Understanding image processing -- Explaining computer vision -- Exploring MATLAB tools for computer vision -- Building a MATLAB model for object recognition -- Introducing handwriting recognition (HWR) -- Training and fine-tuning pretrained deep learning models in MATLAB -- Introducing the ResNet pretrained network -- The MATLAB Deep Network Designer app -- Interpreting and explaining machine learning models -- Understanding saliency maps -- Understanding feature importance scores -- Discovering gradient-based attribution methods -- Summary…”

Tabla de Contenidos: “…Chapter 8: Ensemble Learning -- Ensemble learning fundamentals -- Random forests -- Example of random forest with Scikit-Learn -- AdaBoost -- AdaBoost.SAMME -- AdaBoost.SAMME.R -- AdaBoost.R2 -- Example of AdaBoost with Scikit-Learn -- Gradient boosting -- Example of gradient tree boosting with Scikit-Learn -- Ensembles of voting classifiers -- Example of voting classifiers with Scikit-Learn -- Ensemble learning as model selection -- Summary -- Chapter 9: Neural Networks for Machine Learning -- The basic artificial neuron -- Perceptron -- Example of a perceptron with Scikit-Learn -- Multilayer perceptrons -- Activation functions -- Sigmoid and hyperbolic tangent -- Rectifier activation functions -- Softmax -- Back-propagation algorithm -- Stochastic gradient descent -- Weight initialization -- Example of MLP with Keras -- Optimization algorithms -- Gradient perturbation -- Momentum and Nesterov momentum -- SGD with momentum in Keras -- RMSProp -- RMSProp with Keras -- Adam -- Adam with Keras -- AdaGrad -- AdaGrad with Keras -- AdaDelta -- AdaDelta with Keras -- Regularization and dropout -- Dropout -- Example of dropout with Keras -- Batch normalization -- Example of batch normalization with Keras -- Summary -- Chapter 10: Advanced Neural Models -- Deep convolutional networks -- Convolutions -- Bidimensional discrete convolutions -- Strides and padding -- Atrous convolution -- Separable convolution -- Transpose convolution -- Pooling layers -- Other useful layers -- Examples of deep convolutional networks with Keras -- Example of a deep convolutional network with Keras and data augmentation -- Recurrent networks -- Backpropagation through time (BPTT) -- LSTM -- GRU -- Example of an LSTM network with Keras -- Transfer learning -- Summary -- Chapter 11: Autoencoders -- Autoencoders -- An example of a deep convolutional autoencoder with TensorFlow…”

Tabla de Contenidos: “…3 Assessing the Accuracy of Digital Elevation Models for Darjeeling-Sikkim Himalayas -- 3.1 Introduction -- 3.2 Study Area -- 3.3 Materials and Methods -- 3.3.1 Generation of Cartosat-1 DEM and Orthoimage -- 3.3.2 TanDEM-X -- 3.3.3 ALOS PALSAR -- 3.3.4 DGPS Survey for Obtaining Ground Control Points (GCPs) -- 3.3.5 Datum Transformation -- 3.3.6 Accuracy Assessment Methods -- 3.3.6.1 Vertical Accuracy -- 3.3.6.2 Spatial Accuracy -- 3.4 Results and Discussion -- 3.4.1 Vertical Accuracy Assessment: Comparison of DEMs With Reference to GCPs -- 3.4.2 Vertical Accuracy of DEMs for Different Land Use Classes -- 3.4.2.1 Dense Forest -- 3.4.2.2 Open Forest -- 3.4.2.3 Tea Garden -- 3.4.2.4 Built-up Area -- 3.4.3 Spatial Accuracy Assessment: Comparison of DEMs With Reference to Stream Networks -- 3.5 Conclusions -- Acknowledgments -- References -- 4 An Overview of Morphometry Software Packages, Tools, and Add-ons -- 4.1 Introduction -- 4.2 Overview of Morphometry Tools and Toolboxes -- 4.3 Stand-Alone Tools -- 4.4 Tools that Run within Coding Bases -- 4.5 Conclusion -- References -- 5 Landscape Modeling, Glacier and Ice Sheet Dynamics, and the Three Poles: A Review of Models, Softwares, and Tools -- 5.1 Introduction -- 5.2 Taxonomy -- 5.2.1 Geomorphic Process-Based Models -- 5.2.2 Classification Based on Process of Modeling -- 5.2.2.1 Based on Geomorphic Processes -- 5.2.2.2 Based on Modeling Process -- 5.3 Working Principles for Geomorphological Models -- 5.3.1 Soil Production -- 5.3.2 Hillslope Transport -- 5.3.3 Land Sliding -- 5.3.4 Fluvial Incision and Transport -- 5.3.5 Glacial Erosion -- 5.4 Landscape Evolution Models -- 5.4.1 DEM-Based Models -- 5.4.2 SIBERIA -- 5.4.3 GOLEM -- 5.4.4 CASCADE -- 5.4.5 ZScape -- 5.4.6 CHILD -- 5.4.7 CAESAR -- 5.4.8 APERO -- 5.4.9 SIGNUM (Simple Integrated Geomorphological Numerical Model)…”

Tabla de Contenidos: “…Public Health System -- Research and Training -- Vaccine and Drug Development -- VACCINES -- ANTIMICROBIAL DRUGS -- Vector Control -- Public Education and Behavioral Change -- 1 Background -- PLAGUE -- INFLUENZA -- OPTIMISM AND INDIFFERENCE -- Sanitation and Hygiene -- Quarantine -- Smallpox -- Poliomyelitis -- TROUBLE AHEAD -- Lyme Disease -- Peptic Ulcer -- Malaria -- Dengue -- Tuberculosis -- NEXT STEPS -- 2 Factors in Emergence -- THE CONCEPT OF EMERGENCE -- HUMAN DEMOGRAPHICS AND BEHAVIOR -- Population Growth, Density, and Distribution -- DENGUE -- Immunosuppression -- Sexual Activity and Substance Abuse -- TECHNOLOGY AND INDUSTRY -- Modern Medicine -- HEALTH CARE DELIVERY -- PREVENTION OF NOSOCOMIAL INFECTIONS -- Food Processing and Handling -- AGRICULTURAL CONDITIONS AND PRACTICES -- FOOD PROCESSING AND PRESERVATION TECHNOLOGIES -- DEMOGRAPHICS -- CONSUMER ATTITUDES AND BEHAVIOR -- COMMERCE -- DIET AND FOOD PREPARATION -- Trichinosis -- Anisakiasis -- Water Treatment -- ECONOMIC DEVELOPMENT AND LAND USE -- Dam Building and Rift Valley Fever -- Reforestation and Lyme Disease -- Global Warming -- INTERNATIONAL TRAVEL AND COMMERCE -- Travel -- MALARIA -- Commerce -- HANTAAN AND RELATED HANTAVIRUSES -- THE FILOVIRUSES -- MICROBIAL ADAPTATION AND CHANGE -- Natural Variation/Mutation -- RNA VIRUSES -- Influenza A Virus -- Human Immunodeficiency Virus -- DNA VIRUSES -- Hepatitis B Virus -- BACTERIA -- Brazilian Purpuric Fever -- Selective Pressure and the Development of Resistance -- RESISTANCE TO ANTIBIOTICS -- Pneumococci -- Staphylococci and Enterococci -- Pseudomonas aeruginosa -- Mycobacterium tuberculosis -- RESISTANCE TO ANTIVIRALS -- Acyclovir and Herpes Simplex Virus…”

Tabla de Contenidos: “…Otros autores de esta generaciónJosé María Gironella (1917); Ignacio Agustí (1913-1974); Ángel María de Lera (1912-1988); Francisco García Pavón (1919-1989); Tres mujeres; Carmen Laforet (1921); Carmen Martín Gaite (1925); Ana María Matute (1926); Novelistas del exilio; Ramón J. …”

Tabla de Contenidos: “…5.3 Project Development -- 5.4 Lesson Learned from the Project ``Reconversion of Abandoned Farmland ́ ́ -- 6 Conclusion -- References -- Part III: Sustainable Natural Resource Management: Theory and Practice -- Chapter 7: Theoretical Models as a Tool to Derive Management Strategies for Sustainable Natural Resource Management -- 1 Introduction -- 2 Connecting the Understanding of Mechanism for Human Cooperation to Strategies for Cooperation in Real Setting -- 2.1 Illegal Logging Suppression -- 2.2 Model -- 2.3 Findings -- 3 Incorporating Social and Ecological Knowledge: Coupled Dynamics for Sustainable Resource Management -- 3.1 Mongolian Rangeland Management -- 3.2 Model -- 3.3 Findings -- 4 Testing Influences of New Stakeholders in Resource Use -- 4.1 Tourists and Traditional Divers in a Common Fishing Ground -- 4.2 Model -- 4.3 Findings -- 5 Conclusion -- References -- Chapter 8: Environmental Concerns of the Pulp and Paper Industry: Focusing on Household and Sanitary Paper Products -- 1 Introduction -- 2 Methods -- 2.1 Survey 1: Visit and Interview APP Paper Mills -- 2.2 Survey 2: Market Survey of Household Paper Products -- 2.3 Survey 3: Interview with End Consumers -- 3 Results -- 3.1 Challenges for Major Paper Manufacturers in China -- 3.2 Difference in Market Penetration of Eco-friendly Household Paper Products in North and South China -- 3.3 University Students Value Environment More When Selecting Household Paper Products -- 4 Discussion -- References -- Chapter 9: Contribution of Community-Based Ecotourism to Forest Conservation and Local Livelihoods -- 1 Introduction -- 2 Chambok CBET -- 3 Contribution to Forest Conservation -- 4 Contribution of CBET to Household Income -- 5 Discussion and Conclusion -- References -- Part IV: Co-designs in a Disaster Recovery Process: Case Studies in the Area Affected by the Kumamoto Earthquake…”

Tabla de Contenidos: “…LA CRÍTICA RACIAL (...)EL EXOTISMO DESDEÑADO: LA MIRADA DISTANTE DE LAS CIENCIAS FÍSICAS; EL EXOTISMO RECUPERADO: ETNOGRAFÍA Y VIDA COTIDIANA; FILIPINAS DESDE LA ADMINISTRACIÓN MILITAR; FLORA Y FAUNA: ENTRE LA HISTORIA NATURAL Y LA ADMINISTRACIÓN FORESTAL; AGRICULTURA Y GANADERÍA: DE LAS ECONOMÍAS DE SUBSISTENCIA A UNA (...); INDUSTRIA Y COMERCIO: APOTEOSIS DE LAS ARTESANÍAS; EDUCACIÓN, CULTURA, CIENCIAS Y ARTES: ARGUMENTOS PARA EL COMBATE (...); LOS EXPOSITORES; VI EXHIBICIÓN Y ESPECTÁCULO (...); FIESTAS SALVAJES Y FESTEJOS OFICIALES; LA MUERTE DE LOS CAROLINOS…”

Tabla de Contenidos: “….); Historia reciente de la truficultura en España; La investigación y extensión en España; Asociacionismo; Perspectivas de futuro; Bibliografía; 2 Sostenibilidad de la truficultura: aspectos ecológicos, (...); Un cultivo forestal; Valor económico de la trufa. Producciones estimadas…”

Tabla de Contenidos: “…3 Población, estructura social y economíaA) Población y estructura social; B) Economía; 1) Las desamortizaciones del suelo en Liébana; 2) La agricultura y la ganadería; 3) La riqueza forestal; 4) La minería; 5) Otras industrias y actividades económicas y las comunicaciones; PARTE IV: LA SOCIEDAD ECONOMICA DE AMIGOS (...); Sobre las Sociedades Económicas de Amigos (...); 1 La Económica de Liébana: a modo de introducción; 2 Fundación y estatutos; 3 Socios y juntas directivas; 4 Proyectos y realizaciones en el siglo XIX; A) Proyectos vestidos de fomento público (...)…”

Tabla de Contenidos: “…Le mouvement doctrinal du XI au XIV siŁcle / AndrØ Forest, F. Van Steenberghen, M. de Gandillac -- v.15. …”

Tabla de Contenidos: “…(Asturias); Asunto: Reclasificación de 20,8 ha. de suelo forestal para transferencia de aprovechamientos del Área de Reconversión Territorial SÁrenal - Llucmajor. …”

Tabla de Contenidos: “…Concurrency Control Algorithms on Objects; 7.1 Goal and Overview; 7.2 Locking for Flat Object Transactions; 7.3 Layered Locking; 7.4 Locking on General Transaction Forests; 7.5 Hybrid Algorithms; 7.6 Locking for Return Value Commutativity and Escrow Locking; 7.7 Lessons Learned; Exercises; Bibliographic Notes; Chapter 8. …”

Tabla de Contenidos: “…""Chapter 7: Working with WebStart and the Browser Plugin""""Introduction""; ""Building the IcedTea browser plugin on Linux""; ""Using the IcedTea Java WebStart implementation on Linux""; ""Preparing the IcedTea Java WebStart implementation for Mac OS X""; ""Preparing the IcedTea Java WebStart implementation for Windows""; ""Chapter 8: Hacking OpenJDK""; ""Introduction""; ""Setting up the development environment with NetBeans""; ""Working with Mercurial forest""; ""Understanding OpenJDK 6 and 7 incremental builds""; ""Debugging Java code using NetBeans""…”

Tabla de Contenidos: “…Creating a predictive model using a random forest…”

Tabla de Contenidos: “…Hit StopWeakness; Fundamentals; Diversification; Support Pierced; Inverted Dead-Cat Bounce; Symmetrical Triangle; Dead-Cat Bounce; Resistance; Head-and-Shoulders Top; TRADING EXAMPLE: THE TERADYNE EXIT; TRADING EXAMPLE: EXITING FOREST; TRADING EXAMPLE: SWINGING CNO; CHAPTER CHECKLIST; CHAPTER 5 Event Pattern Setups; COMMON STOCK OFFERINGS SETUP; Atlas Air Example; Trading Offers; SURVIVING A DEAD-CAT BOUNCE; DCB Example; Trading the DCB; THE INVERTED DEAD-CAT BOUNCE SETUP; The YRC Worldwide Tour; TRADING DUTCH AUCTION TENDER OFFERS; After the Auction; EARNINGS SURPRISE SETUP…”

Tabla de Contenidos: “…BILATERAL COOPERATION ...; 7.2. FOREST MANAGEMENT IN ...; 7.3. FUELWOOD UTILIZATION IN ...; 7.4. …”

Tabla de Contenidos: “…Cornett -- Tales of power : a community perspective / Richard Couto -- Location decisions of Appalachian youth : a case study in a rural Appalachian community / Barbara Daniel -- Land for East Kentucky's development : an inventory of mountain top mining sites / Douglas Dotterweich -- Planning for Appalachia's future : the forest service and public input / L. Sue Greer -- The Nada Tunnel : through fact and through the imagination / Larry G. …”