Tabla de Contenidos: “…Introduction -- Part 1: Choice under certainty -- Rational choice under certainty -- Decision-making under certainty -- Part 2: Judgment under risk and uncertainty -- Probability judgment -- Judgment under risk and uncertainty -- Part 3: Choice under risk and uncertainty -- Rational choice under risk and uncertainty -- Decision-making under risk and uncertainty -- Part 4: Intertemporal choice -- The discounted utility model -- Intertemporal choice -- Part 5: Strategic interaction -- Analytical game theory -- Behavioral game theory -- Part 6: Concluding remarks -- Behavioral policy -- General discussion…”

“…Starting with an introduction to the rapidly growing field of uncertainty-aware deep learning, you'll discover the importance of uncertainty estimation in robust machine learning systems. …”

Tabla de Contenidos: “…II : Centralization, decentralization, planning under uncertainty…”

Tabla de Contenidos: “…Cover -- Half-title page -- Series page -- Title page -- Copyright page -- Dedication -- Contents -- List of Figures and Tables -- List of Contributors -- Preface -- Part 1 Theory -- 1 Protean Power and Control Power: Conceptual Analysis -- 2 Uncertainty, Risk, Power and the Limits of International Relations Theory -- Part 2 Protean Power: Embracing Uncertainty -- 3 Protean Power and Revolutions in Rights -- 4 Protean Power in Movement: Navigating Uncertainty in the LGBT Rights Revolution -- 5 Border Collision: Power Dynamics of Enforcement and Evasion across the US-Mexico Line -- 6 High-Tech: Power and Unpredictability at the Technological Frontier and in Bitcoin -- Part 3 Mixed Worlds: Agility Meets Ability -- 7 Firms in Firmament: Hydrocarbons and the Circulation of Power -- 8 Incomplete Control: The Circulation of Power in Finance -- 9 Terrorism and Protean Power: How Terrorists Navigate Uncertainty -- 10 Slumdog versus Superman: Uncertainty, Innovation, and the Circulation of Power in the Global Film Industry -- Part 4 Protean Power between Risk and Uncertainty -- 11 Changing History?…”

Tabla de Contenidos: “…Water Resources Planning and Management: An Overview -- Water Resource Systems Modeling: Its Role in Planning and Management -- Models for Identifying and Evaluating Alternatives -- An Introduction to Optimization Models and Methods -- Data-Fitting, Evolutionary and Qualitative Modeling -- An Introduction to Probability, Statistics and Uncertainty -- Modeling Uncertainty -- System Sensitivity and Uncertainty Analysis -- Performance Criteria -- Water Quality Modeling and Prediction -- River Basin Modeling -- Urban Water Systems -- Planning and Analysis Projects: Putting it All Together…”

Tabla de Contenidos: “…Risk: The Convergence -- Risk Management Everywhere -- Probability Elements: An Applied Refresher -- Multivariate Probability Distributions: Applications and Risk Models -- Temporal Risk Processes -- Risk Measurement -- Risk Valuation -- Risk Economics and the Extended CCAPM -- Risk Pricing Models: Applications -- Uncertainty Economics -- Strategic Risk Control and Regulation -- Games, Risk, and Uncertainty…”

Tabla de Contenidos: “…Environment uncertainty -- 3.4.1.2. Goals uncertainty -- 3.4.1.3. …”

Tabla de Contenidos: “…Adaptive Jacobian based Trajectory Tracking for Redundant Manipulators with Model Uncertainties in Repetitive Tasks -- RNN based Trajectory Control for Manipulators with Uncertain Kinematic Parameters -- RNN Based Adaptive Compliance Control for Robots with Model Uncertainties -- Deep RNN based Obstacle Avoidance Control for Redundant Manipulators …”

Tabla de Contenidos: “…Globalization, Digitization and Disruptive Uncertainty 3. Resources: Assets Capabilities, and Strategic Positioning 4. …”

Tabla de Contenidos: “…The innovator's method -- Leadership in the age of uncertainty -- Insight : savor surprises -- Problem : discover the job-to-be-done -- Solution : prototype the minimum "awesome" product -- Business model : validate the go-to-market strategy -- Master the pivot -- Scale it -- Making the innovator's method work for you -- Turn uncertainty into opportunity -- Appendix. …”

Tabla de Contenidos: “…-- 3.1.2 Softmax and probability distributions -- 3.1.3 Interpreting the success of active learning -- 3.2 Algorithms for uncertainty sampling -- 3.2.1 Least confidence sampling -- 3.2.2 Margin of confidence sampling -- 3.2.3 Ratio sampling -- 3.2.4 Entropy (classification entropy) -- 3.2.5 A deep dive on entropy -- 3.3 Identifying when different types of models are confused -- 3.3.1 Uncertainty sampling with logistic regression and MaxEnt models -- 3.3.2 Uncertainty sampling with SVMs -- 3.3.3 Uncertainty sampling with Bayesian models -- 3.3.4 Uncertainty sampling with decision trees and random forests -- 3.4 Measuring uncertainty across multiple predictions -- 3.4.1 Uncertainty sampling with ensemble models -- 3.4.2 Query by Committee and dropouts -- 3.4.3 The difference between aleatoric and epistemic uncertainty -- 3.4.4 Multilabeled and continuous value classification -- 3.5 Selecting the right number of items for human review -- 3.5.1 Budget-constrained uncertainty sampling -- 3.5.2 Time-constrained uncertainty sampling -- 3.5.3 When do I stop if I'm not time- or budget-constrained? …”

Tabla de Contenidos: “…Considering fuzziness -- Before the invention of fuzzy theory -- Fuzzy theory -- Applications of fuzzy theory -- Fuzzy computers -- Usefulness of uncertainty…”

“…How can front-end web developers make the transition out of developing with known goals and tools into the new world of development in the midst of uncertainty?Approaching the web today requires that the web developer let go of hard and fast rules, and begins to design for uncertainty.Embracing uncertainty as a core tenet of web development and scrapping the rules we've relied on in the past few years is the best bet for creating future proof web solutions. …”

Tabla de Contenidos: “…Chapter 3: The Evolution of Project Management: Second-Generation ProgrammaticsPhase-Gate Approaches; Circumstance-Specific Approaches; Current Perspectives and Needs; An Identity Crisis; A Time for Action; Chapter 4: Rethinking the Roles and Responsibilities of Project Management Professionals; The Exasperados; Programmaticists and the Management of Complexity; A New Credo; Understanding Project and Program Complexity; Operational Uncertainty and Complexity; Outcome Uncertainty and Complexity; Stakeholder Uncertainty and Complexity; Environmental Uncertainty and Complexity…”