Tabla de Contenidos: “…The Little Book of Hedge Funds: What You Need to Know About Hedge Funds but the Managers Won't Tell You; Contents; Foreword; Introduction: Anatomy of a Hedge Fund: The Password Is . . .; Seeing the Forest from the Trees; Lifting the Veil; Chapter One: What Is a Hedge Fund?…”

Tabla de Contenidos: “…Using command discovery through theExchange Management Console; Manually configuring remote PowerShell; connections; Transferring files through remote; shell connections; Dealing with concurrent pipelines in; remote PowerShell; Managing domains or an entire forest; using recipient scope; Using explicit credentials with PowerShell; cmdlets; Exporting reports to text and CSV files; Sending SMTP e-mails through PowerShell; Scheduling scripts to run at a later time; Logging shell sessions to a transcript; Automating tasks with the scripting agent; Scripting an Exchange server Installation…”

Tabla de Contenidos: “…Manually configuring remote PowerShell connectionsUsing explicit credentials with PowerShell cmdlets; Transferring files through remote shell connections; Dealing with concurrent pipelines in remote PowerShell; Managing domains or an entire forest using recipient scope; Exporting reports to text and CSV files; Sending SMTP e-mails through PowerShell; Scheduling scripts to run at a later time; Logging shell sessions to a transcript; Automating tasks with the scripting agent; Scripting an Exchange server installation; Chapter 3:Managing Recipients; Introduction…”

Tabla de Contenidos: “…Conservation Biology Principles and Methods -- Research Priorities -- Sustainable Use of Biological Resources -- Research Priorities -- Restoring and Using Degraded Lands -- Research Priorities -- INFORMATION NEEDS -- Computer Data Bases and Inventories -- Remote Sensing and Geographic Information Systems -- Strengthening Scientific Networks -- HUMAN RESOURCES -- Developing Taxonomic Expertise -- Strengthening Local Institutions -- Expanding Cooperative Research Programs -- 3 Biodiversity Research: The Socioeconomic Context -- ECONOMIC RESEARCH AND THE CONSERVATION OF BIODIVERSITY -- PROJECT-OR COUNTRY-LEVEL ECONOMIC RESEARCH -- Analysis of Causal Mechanisms -- Research Agenda -- Valuation Research -- Research Agenda -- Research on Economic Incentives and Disincentives -- Research Agenda -- INTERNATIONAL-LEVEL ECONOMIC RESEARCH -- GLOBAL ECONOMIC RESEARCH -- OPPORTUNITIES FOR ACTION -- 4 Biodiversity Research: The Cultural Context -- DIVERSITY AND DEVELOPMENT -- LOCAL KNOWLEDGE AND BIODIVERSITY -- Nature of Local Knowledge -- Tropical Technologies -- Shifting Agriculture -- Intensive Agricultural Systems -- Extensive Systems -- Tropical Forests -- RESEARCH ON LOCAL KNOWLEDGE -- Priority Groups for Research -- A Cultural Research Agenda -- Use of Resources-Social Concepts of Biodiversity -- Effects of Land or Resource Tenure and Uses on Biological Diversity -- Impact of Changing Conditions -- Social Valuation of Biodiversity at the National Level -- References and Recommended Reading -- Board on Science and Technology for International Development -- MEMBERS -- HOW TO ORDER BOSTID REPORTS -- ENERGY -- TECHNOLOGY OPTIONS -- PLANTS -- INNOVATIONS IN TROPICAL FORESTRY -- MANAGING TROPICAL ANIMAL RESOURCES -- HEALTH -- RESOURCE MANAGEMENT -- FORTHCOMING BOOKS FROM BOSTID -- BOSTID Publication Distributors…”

Tabla de Contenidos: “…Review of EPA's Environmental Monitoring and Assessment Program: Overall Evaluation -- Copyright -- Acknowledgements -- Contents -- Executive Summary -- RECOMMENDATIONS -- Statistics, Sampling, and Design -- Indicators -- Integration -- Appropriate Scale and Boundaries of Regions -- Coordination And Management -- External Scientific Review -- Information Management -- 1 Introduction -- BACKGROUND -- EMAP - Vision and Realities -- THE PRESENT STUDY -- Committee Charge -- This Report: the Final Review -- 2 Overall Assessment -- INTRODUCTION -- THE EMAP ASSESSMENT FRAMEWORK -- Implications for EMAP Design -- Hybrid Assessment Models -- INDICATORS -- EMAP SAMPLING DENSITY AND SAMPLING FREQUENCY -- STATISTICS -- Trends -- PROBLEMS OF SUMMARIZING EMAP DATA TO STANDARD FEDERAL REGIONS -- INTEGRATION -- Need for Integration -- Demonstrations of Integration -- Concerns -- Recommendations -- Coordinated Sampling Between Terrestrial, Aquatic, and Atmospheric Resources1 -- Designate Resources for Integration -- PROGRAM COORDINATION WITHIN EMAP -- Coordination between EMAP and other parts of EPA -- EXTERNAL SCIENTIFIC REVIEW -- EMAP'S PLACE IN THE FEDERAL GOVERNMENT -- The Administrative Setting for EMAP -- 3 Program-Wide Components -- LANDSCAPE CHARACTERIZATION AND ECOLOGY -- Overview -- The Place of Landscape Programs Within EMAP -- Evaluation -- EMAP INDICATOR DEVELOPMENT STRATEGY -- Introduction -- The EMAP Strategy -- Evaluation of the Indicator Development Strategy -- Summary -- INFORMATION SYSTEM -- Concerns About EMAP-Information System -- Summary -- 4 Resource Components -- AGROECOSYSTEMS -- Conclusion -- ESTUARIES (MODIFIED FROM NRC, 1994A, EXECUTIVE SUMMARY) -- Indicators -- Advice, Consultation, and Scientific Review -- Update -- Indicators -- Detecting Trends -- FORESTS (EXECUTIVE SUMMARY, FROM NRC 1994A) -- Lack of a Theoretical Basis…”

Tabla de Contenidos: “…Preparing the platform -- Training the model -- Linear regression -- Binary classification -- Support vector machine -- Decision tree and random forest -- Validating the model -- Model validation -- Confusion matrix -- ROC curve and AUC -- More classification metrics -- Tuning the model -- Overfitting and underfitting -- Regularization -- Hyperparameter tuning -- Testing and deploying the model -- Practicing model development with scikit-learn -- Summary -- Further reading -- Chapter 5: Understanding Neural Networks and Deep Learning -- Neural networks and DL -- The cost function…”

Tabla de Contenidos: “…Last words to meLast words to Richard; Literary criticism; Macbeth; Manhattan (list of lists of reasons that life is worth living); Marital status; Men on women: cinema verité; Mentor; Method; Money; More forest; Mother's Day; Mouse; Neuropathy, diabetic; Note; Now he tells us; Oban; Onset; Other women who passed through that I know of; Path (1); Path (2); Path (3); Path (4); Pentobarbital; Philosopher; Piano four hands; Plan; Police; Police report; Prell, Martin; Prell, Michael; Prell, Ruth Sosin; Project; Questions; Reassembly; Reception; Red-tailed hawk; Richard; Rigor mortis; River house…”

Tabla de Contenidos: “…Trees on farms and farmers in the forest: good practices and a need for policy Part V Improving policies and processes -- 24. …”

Tabla de Contenidos: “…""4.5 Collecting data""""The literature review""; ""The workshops""; ""Magisterial district statistics""; ""4.6 Conclusion""; ""Chapter 5: Patterns of land use in South Africa""; ""5.1 People and the land""; ""5.2 Land tenure systems""; ""Freehold and communal systems of tenure""; ""The distribution of agricultural systems in South Africa""; ""Comparing commercial and communal areas""; ""Interpreting information: a few considerations""; ""5.3 Land use patterns""; ""Land use patterns, trends and intensities""; ""Cropland""; ""Grazing land or veld""; ""Commercial forests""…”

Tabla de Contenidos: “…Lyon -- Codex Alimentarius Commission / Tim Büthe and Nathaniel Harris -- The Equator Principles / Christopher Wright -- Extractive Industries Transparency Initiative / Helmut Weider -- Fair Labor Association / Kate MacDonald -- The Fair Trade System / Kate MacDonald -- Clean Clothes Campaign / Niklas Egels-Zandén -- Forest Stewardship Council / Philipp Pattberg -- Global Corporate Governance Principles / Andrew Baker -- Global Reporting initiative / Halina Szejnwald Brown -- International Organization for Standardization 14001 / Matthew Potoski and Elizabeth Elwakeil -- Kimberly Process / Carola Kantz -- Marine Stewardship Council / Thomas Hale -- OECD Guidelines for Multinational Enterprises / Elisa Morgera -- Partnering against Corruption Initiative and the Business Principles for Countering Bribery / David Hess -- Responsible Care / Ivan Montiel -- Rugmark / Mathias Koenig-Archibugi -- Social Accountability International / Rainer Braun -- International Council of Toy Industries Code of Conduct / Reinhard Biedermann -- United Nations Global Compact / Thomas Hale -- Voluntary Principles on Security and Human Rights / Chip Pitts -- Worker Rights Consortium / Robert J.S. …”

Tabla de Contenidos: “…[e-t al] 5 : Grégoire le Grand les États barbares et la conquête arabe (590-757) / Par Louis Bréhier, René Aigrain 6: L ́époque carolingienne / Par Émile Amann 7 : L ́Église au pouvoir des laïques (888-1057) / Par Emile Amann, Auguste Dumas 8 : La Réforme grégorienne et la reconquête chrétienne (1057-1123) / Par Augustin Fliche 9 :Du premier Concile du Latran á l ́avénement d ́Inno cent III : 2éme partie / Par Raymonde Foreville, Jean Rousset de Pina 12-1 : Institutions ecclésiastiques de la Chrétienté médiévale : préliminaires & 1ére partie- Livre I / Par Gabriel Le Bras 12-2 : Institutions ecclésiastiques de la Chrétienté médiévale : première partie-Livres II à VI / Par Gabriel Le Bras 13 : Le mouvement doctrinal du XIe au XIVe siècle / Par Aimé Forest, F. van Steenberghen, M. de Gandillac 14 : L ́église au temps du Grand Schisme et de la crise conciliaire (1378-1449) * / Par E. …”

Tabla de Contenidos: “…Assessment and recommendations -- Introduction -- Overview of Indonesia' development path -- Democratisation and decentralisation have progressed albeit not without challenges -- Until the pandemic, economic growth had been solid and steady -- The manufacturing sector has been steadily declining as a share of GDP, but there is a gradual shift from the extractive industry to services -- Continued growth has reduced poverty, but improving the quality and competitiveness of human resources is necessary -- Improving the business environment stands high on the government's agenda -- The government seeks to addresses infrastructure gaps impeding business environment improvements -- Despite a recent reduction of the deforestation rate, pollution and deforestation still threaten sustainability -- FDI has played an important role in Indonesia but can further contribute to sustainable development -- Indonesia has the potential to be a key FDI destination in ASEAN, but investment climate reforms will make it more competitive -- FDI contributes to sustainable development but its impact can be enhanced -- Key findings and recommendations to improve Indonesia's investment climate -- Indonesia's approach towards FDI needs to be more open -- Main policy recommendations -- Indonesia's investment protection and dispute resolution have improved but need further reforms to build investor confidence -- Main policy recommendations for the domestic legal framework -- Main policy recommendations for investment treaty policy -- Embracing promotion of responsible business conduct can lead to far-reaching and strategic successes in attracting FDI and promoting a more sound and sustainable investment climate -- Main policy recommendations on responsible business conduct…”

Tabla de Contenidos: “…About the author xiii -- Preface. . xv -- Acknowledgements. xix -- Prologue - Some experiences in my lifetime xxi -- Chapter 1 Introduction - setting the scene. 1 -- 1.1 Where We are Today . 1 -- 1.2 How We Got Here . 2 -- 1.3 Going from Here . . 4 -- 1.4 Some Scenarios . 4 -- 1.4.1 Fossil fuels 5 -- 1.4.2 Food. . 6 -- 1.4.3 Renewable energy - critical minerals . . 7 -- 1.4.4 Economics 7 -- 1.5 Overview of the Book . . 7 -- Chapter 2 Systems thinking . . 11 -- 2.1 Systemic Approach . 12 -- 2.2 Feedback 15 -- 2.3 Wicked Problems . 15 -- 2.4 Hyperobjects. 16 -- 2.5 The UN Sustainable Development Goals . 17 -- 2.6 Global Risks . 18 -- Chapter 3 Climate today . . 19 -- 3.1 The 1992 RIO Conference . 21 -- 3.2 Climate as Reported by IPCC in 2021 23 -- 3.3 Climate Pioneers . 26 -- 3.4 The Million-Year Perspective . 27 -- 3.5 The CO2 -- Budget 28 -- 3.6 The COP26 Agreements . 29 -- 3.7 Deforestation 31 -- 3.8 Actions Needed 34 -- Chapter 4 Global warming impacts . 35 -- 4.1 Global Impact of Climate Change . 37 -- 4.2 Weather vs Climate . 37 -- 4.3 Extreme Weather. 38 -- 4.3.1 Human-made vulnerability 42 -- 4.4 Temperature . 42 -- 4.5 Rossby Waves 45 -- 4.6 Droughts 46 -- 4.7 Air Pollution from Wildfires 47 -- 4.8 Precipitation . 48 -- 4.9 Methane 49 -- 4.10 Other Significant Greenhouse Gases 52 -- 4.10.1 Nitrous oxide . 52 -- 4.10.2 Hydrofluorocarbons . 52 -- 4.11 Climate Feedback Mechanisms . 52 -- 4.12 The Human Cost of Climate Change. 54 -- 4.13 Actions Needed 55 -- Chapter 5The water perspective . . 57 -- 5.1 How We Got Here 59 -- 5.1.1 Drinking water 59 -- 5.1.2 Sanitation 60 -- 5.1.3 Water stress 60 -- 5.2 The State of Water Resources. 60 -- 5.2.1 Water quantity 61 -- 5.2.2 Water quality . 63 -- 5.2.3 Natural disasters and water . 64 -- 5.2.4 Glacier mass loss 64 -- 5.2.5 Water supply from glaciers 65 -- 5.2.6 Sea level rise and land subsidence 66 -- 5.2.7 Predicting future water resources 67 -- 5.2.8 Water conflicts 67 -- 5.3 Energy for Water Supply and Water Treatment 68 -- 5.3.1 Source water abstraction and conveyance . 68 -- 5.3.2 Desalination . . 69 -- 5.3.3 Irrigation and groundwater use 70 -- 5.3.4 Wastewater treatment - water resource recovery . 72 -- 5.4 Water Impact on Hydropower 73 -- 5.5 Economics, Tariffs, and the Value of Water . 74 -- 5.6 Food Consumption Impact on Water 78 -- 5.6.1 Water use 78 -- 5.7 Lifestyle and Water Consumption . 79 -- 5.8 Our Attitude to Nature . . 80 -- 5.9 Actions Needed 82 -- Chapter 6 The energy perspective . 85 -- 6.1 How We Got Here . . 87 -- 6.1.1 Global energy . 87 -- 6.1.2 Electrical energy 88 -- 6.1.3 Transport 90 -- 6.2 Energy Consumption Today . . 92 -- 6.3 Climate and Energy Interactions . . 93 -- 6.4 Water Needs for Energy . 95 -- 6.5 Fossil Fuel Production - Impact on Water and Environment 97 -- 6.5.1 Tar sand operations . . 97 -- 6.5.2 Hydraulic fracturing 100 -- 6.5.3 Flaring 101 -- 6.5.4 Coal 102 -- 6.5.5 Oil accidents and oil pollution 104 -- 6.6 Biofuel Production. 106 -- 6.6.1 Water use . 107 -- 6.6.2 Burning wood 108 -- 6.7 Electric Power Production 109 -- 6.8 Hydropower 110 -- 6.8.1 Impact of reservoirs. 110 -- 6.9 Thermal Electric Power Generation Systems. 112 -- 6.9.1 Nuclear power . 113 -- 6.9.2 Fossil-fuelled power systems 115 -- 6.9.3 Water requirements . 115 -- 6.10 Carbon Capture . 117 -- 6.11 Solar and Wind Power . 119 -- 6.11.1 Energy efficiency and consumption 119 -- 6.11.2 Solar .120 -- 6.11.3 Wind power . 121 -- 6.12 Energy Storage 122 -- 6.12.1 Batteries 122 -- 6.12.2 Hydrogen .125 -- 6.13 Critical Resources for Renewable Energy 127 -- viii Water Interactions - A Systemic View -- 6.13.1 Cobalt128 -- 6.13.2 Lithium . 131 -- 6.14 Energy and Public Health. 133 -- 6.14.1 Coal and public health 135 -- 6.14.2 Biomass burning . 135 -- 6.15 Actions Needed . 135 -- Chapter 7 The food perspective . . 137 -- 7.1 Food and Climate Change 139 -- 7.1.1 Global meat production and consumption 140 -- 7.1.2 Environmental impact. 142 -- 7.2 Land Area for Food 143 -- 7.3 Food Waste. 145 -- 7.4 Water for Food 147 -- 7.4.1 Irrigation, water efficiencies, and available technologies 147 -- 7.4.2 Water quality 148 -- 7.5 Energy for Food . 149 -- 7.5.1 Irrigation 149 -- 7.5.2 Fertilizers . 150 -- 7.6 Conservation Agriculture . 152 -- 7.7 Food-Related Health . 155 -- 7.7.1 Targets for food production and consumption . 155 -- 7.7.2 Health risks factors . 156 -- 7.8 Actions Needed . 157 -- Chapter 8 Economics 159 -- 8.1 Inequalities . 160 -- 8.1.1 Climate change. 162 -- 8.1.2 Water inequalities 162 -- 8.1.3 Energy inequalities . 163 -- 8.1.4 Land use and deforestation. 163 -- 8.1.5 Food inequalities . 164 -- 8.2 Economic Consequences of Climate Change . 164 -- 8.2.1 The polluter pays principle . 165 -- 8.2.2 Paying for climate change 165 -- 8.3 Doughnut Economics 167 -- 8.3.1 Circular economics . 169 -- 8.4 Energy Subsidies 169 -- 8.5 Actions Needed . 170 -- Chapter 9 Lifestyle 173 -- 9.1 The Real Difficulty . 173 -- 9.2 Relation Between Wealth and Emissions 174 -- 9.3 Measuring National Emissions . . 176 -- 9.4 Consumption Patterns. . 177 -- 9.4.1 Apparel industry . 178 -- 9.4.2 Aviation . 179 -- 9.5 Actions . . 180 -- Chapter 10 Crisis or hope 183 -- A1 Units. 187 -- Large numbers . 187 -- Power and energy . 187 -- Mass and volume . 188 -- A2 Glossary 189 -- A3 Abbreviations 191 -- Notes 193 -- References 205 -- Index 217.…”

Tabla de Contenidos: “…/ María Leticia Hernández Hernández -- Impacto del sector forestal de Michoacán en el desarrollo rural regional / Matías Edilberto Hernández San Román -- Crisis agrícola destrucción ambiental y democracia / Raúl Rodarte Garcia -- El sector agropecuario en México: retos y perspectivas para su modernidad -- Sergio G. …”

Tabla de Contenidos: “…Feature extraction and principal component analysis -- Summary -- Chapter 12: Beyond the Essentials -- The bias variance tradeoff -- Error due to bias -- Error due to variance -- Two extreme cases of bias/variance tradeoff -- Underfitting -- Overfitting -- How bias/variance play into error functions -- K folds cross-validation -- Grid searching -- Visualizing training error versus cross-validation error -- Ensembling techniques -- Random forests -- Comparing Random forests with decision trees -- Neural networks -- Basic structure -- Summary -- Chapter 13: Case Studies -- Case study 1 - predicting stock prices based on social media -- Text sentiment analysis -- Exploratory data analysis -- Regression route -- Classification route -- Going beyond with this example -- Case study 2 - why do some people cheat on their spouses? …”

Tabla de Contenidos: “…ElasticNet -- Robust regression -- RANSAC -- Huber regression -- Bayesian regression -- Polynomial regression -- Isotonic regression -- Summary -- Chapter 5: Linear Classification Algorithms -- Linear classification -- Logistic regression -- Implementation and optimizations -- Stochastic gradient descent algorithms -- Passive-aggressive algorithms -- Passive-aggressive regression -- Finding the optimal hyperparameters through a grid search -- Classification metrics -- Confusion matrix -- Precision -- Recall -- F-Beta -- Cohen's Kappa -- Global classification report -- Learning curve -- ROC curve -- Summary -- Chapter 6: Naive Bayes and Discriminant Analysis -- Bayes' theorem -- Naive Bayes classifiers -- Naive Bayes in scikit-learn -- Bernoulli Naive Bayes -- Multinomial Naive Bayes -- An example of Multinomial Naive Bayes for text classification -- Gaussian Naive Bayes -- Discriminant analysis -- Summary -- Chapter 7: Support Vector Machines -- Linear SVM -- SVMs with scikit-learn -- Linear classification -- Kernel-based classification -- Radial Basis Function -- Polynomial kernel -- Sigmoid kernel -- Custom kernels -- Non-linear examples -- ν-Support Vector Machines -- Support Vector Regression -- An example of SVR with the Airfoil Self-Noise dataset -- Introducing semi-supervised Support Vector Machines (S3VM) -- Summary -- Chapter 8: Decision Trees and Ensemble Learning -- Binary Decision Trees -- Binary decisions -- Impurity measures -- Gini impurity index -- Cross-entropy impurity index -- Misclassification impurity index -- Feature importance -- Decision Tree classification with scikit-learn -- Decision Tree regression -- Example of Decision Tree regression with the Concrete Compressive Strength dataset -- Introduction to Ensemble Learning -- Random Forests -- Feature importance in Random Forests -- AdaBoost -- Gradient Tree Boosting…”

Tabla de Contenidos: “…Chapter 8: Ensembling on Big Data -- Ensembling -- Types of ensembling -- Bagging -- Boosting -- Advantages and disadvantages of ensembling -- Random forests -- Gradient boosted trees (GBTs) -- Classification problem and dataset used -- Data exploration -- Training and testing our random forest model -- Training and testing our gradient boosted tree model -- Summary -- Chapter 9: Recommendation Systems -- Recommendation systems and their types -- Content-based recommendation systems -- Dataset -- Content-based recommender on MovieLens dataset -- Collaborative recommendation systems -- Advantages -- Disadvantages -- Alternating least square - collaborative filtering -- Summary -- Chapter 10: Clustering and Customer Segmentation on Big Data -- Clustering -- Types of clustering -- Hierarchical clustering -- K-means clustering -- Bisecting k-means clustering -- Customer segmentation -- Dataset -- Data exploration -- Clustering for customer segmentation -- Changing the clustering algorithm -- Summary -- Chapter 11: Massive Graphs on Big Data -- Refresher on graphs -- Representing graphs -- Common terminology on graphs -- Common algorithms on graphs -- Plotting graphs -- Massive graphs on big data -- Graph analytics -- GraphFrames -- Building a graph using GraphFrames -- Graph analytics on airports and their flights -- Datasets -- Graph analytics on flights data -- Summary -- Chapter 12: Real-Time Analytics on Big Data -- Real-time analytics -- Big data stack for real-time analytics -- Real-time SQL queries on big data -- Real-time data ingestion and storage -- Real-time data processing -- Real-time SQL queries using Impala -- Flight delay analysis using Impala -- Apache Kafka -- Spark Streaming -- Trending videos -- Summary -- Chapter 13: Deep Learning Using Big Data -- Introduction to neural networks -- Perceptron -- Problems with perceptrons…”

Tabla de Contenidos: “…6.8.2 Integration of privacy-preserving techniques -- 6.8.3 AI-driven smart contracts -- 6.9 Conclusion -- References -- Chapter 7: Q-learning and deep Q networks for securing IoT networks, challenges, and solution -- 7.1 Introduction -- 7.2 Methodology -- 7.2.1 Proposed algorithm for training DQNs as agents in IoT networks for security -- 7.2.1.1 The algorithm -- 7.2.1.2 Program -- 7.2.1.3 Various security actions -- 7.2.2 Algorithm for applying security actions using a DQN in IoT network security -- 7.2.2.1 Program -- 7.3 Result and conclusion -- References -- Chapter 8: The application of artificial intelligence and machine learning in network security using a bibliometric study -- 8.1 Introduction -- 8.2 Analysis of state-of-art network security AI/ML models -- 8.2.1 Performance comparison of support vector machine, random forest, and extreme learning machine for intrusion detection -- 8.2.2 A novel online incremental and decremental learning algorithm based on variable support vector machine -- 8.2.3 An effective intrusion detection framework based on SVM with feature augmentation, knowledge-based systems -- 8.2.4 A novel hybrid KPCA and SVM with GA model for intrusion detection -- 8.2.5 A novel SVM-KNN-PSO ensemble method for intrusion detection system -- 8.2.6 SVM-DT-based adaptive and collaborative intrusion detection -- 8.2.7 Random forest modeling for network intrusion detection system -- 8.3 Analysis of the state-of-art malware detection AL/ML models -- 8.3.1 Malware detection classification using machine learning -- 8.3.2 A review of Android malware detection approaches based on machine learning -- 8.3.3 A two-layer deep learning method for Android malware detection using network traffic -- 8.3.4 A lightweight network-based Android malware detection system -- 8.3.5 Phishing website classification and detection using machine learning…”

Tabla de Contenidos: “…Natural and Environmental Resources; 4.1 Natural Resources; 4.1.1 Land and Agriculture; 4.1.2 Mineral Resources; 4.1.3 Water Availability; 4.2 Energy Production; 4.2.1 Coal; 4.2.2 Petroleum and Natural Gas; 4.2.3 Clean/Green Energy; 4.3 Environmental Quality; 4.3.1 Air; 4.3.2 Water; 4.3.3 Land; 4.3.4 Deforestation and Desertification; 4.4 Chinese Environmental Policy; 4.4.1 About Sustainable Development; 4.4.2 China's Commitment to the Environment; 4.4.3 Unresolved Issues; 4.5 Policy Implications; Case Study 4…”