Tabla de Contenidos: “…Cover; Series Page; Title Page; Copyright; Preface; Part One: The Challenges; Chapter 1: Business and IT in Turbulent Times; Turbulence and Uncertainty Challenge Enterprises; This Is Not about Alignment (Entirely); The Problem of Business and IT Relationships; Strategic IT Management Changes the Mental Models about IT in the Enterprise; To Whom Are We Writing? …”

Tabla de Contenidos: “…Design Thinking for Small Audiences -- Design Thinking for Me -- Learning More Quickly -- Thinking and Problem Solving -- Coping with Ambiguity -- Prioritizing Next Best Steps for Uncertainty -- Executing More Effectively -- What Not to Do: This Isn't for Me -- Summary -- Workshop -- Hour 4. …”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright and Credits -- Contributors -- Table of Contents -- Preface -- Part 1: Fundamentals of Active Machine Learning -- Chapter 1: Introducing Active Machine Learning -- Understanding active machine learning systems -- Definition -- Potential range of applications -- Key components of active machine learning systems -- Exploring query strategies scenarios -- Membership query synthesis -- Stream-based selective sampling -- Pool-based sampling -- Comparing active and passive learning -- Summary -- Chapter 2: Designing Query Strategy Frameworks -- Technical requirements -- Exploring uncertainty sampling methods -- Understanding query-by-committee approaches -- Maximum disagreement -- Vote entropy -- Average KL divergence -- Labeling with EMC sampling -- Sampling with EER -- Understanding density-weighted sampling methods -- Summary -- Chapter 3: Managing the Human in the Loop -- Technical requirements -- Designing interactive learning systems and workflows -- Exploring human-in-the-loop labeling tools -- Common labeling platforms -- Handling model-label disagreements -- Programmatically identifying mismatches -- Manual review of conflicts -- Effectively managing human-in-the-loop systems -- Ensuring annotation quality and dataset balance -- Assess annotator skills -- Use multiple annotators -- Balanced sampling -- Summary -- Part 2: Active Machine Learning in Practice -- Chapter 4: Applying Active Learning to Computer Vision -- Technical requirements -- Implementing active ML for an image classification project -- Building a CNN for the CIFAR dataset -- Applying uncertainty sampling to improve classification performance -- Applying active ML to an object detection project -- Preparing and training our model -- Analyzing the evaluation metrics -- Implementing an active ML strategy…”

Tabla de Contenidos: “…Franco Parellada -- The new complex perspective in economic analysis and business management / Ruth Mateos de Cabo, Elena Olmedo Fernández & Juan Manuel Valderas Jaramillo -- Complexity, ideology, and governance / Roger Strand -- Globalization and the complexity of human dignity / Ken Cole -- The consolations of uncertainty : time, change, and complexity / Carl A. …”

Tabla de Contenidos: “…Living the Academic Life in a Context of Normative Uncertainty / A National Research Agenda and the Self-understanding of Modern Universities / No University without Diversity. …”

Tabla de Contenidos: “…Enacting a national reform interval in times of uncertainty, ‘evaluation gluttony’ for the willing; Joakim Lindgren, Linda Rönnberg, Agneta Hult and Christina Segerholm -- 8. …”

Tabla de Contenidos: “…Lawrance -- Reproducing uncertainty : documenting contested sovereignty and citizenship across the Taiwan Strait / Sara L. …”

Tabla de Contenidos: “…Scenario B: Unification Through Collapse and Absorption Scenario C: Unification Through Conflict; CHAPTER FIVE- The Capital Costs of Korean Reunification:Estimation and Management; Fluctuating Interest in Reunification; Simulation and Uncertainties; CHAPTER SIX- Other Estimates of Reunification Costs; Differing Sources and Types of Cost Estimates; The Wide Range of Reunification Costs; CHAPTER SEVEN- Is Germany's Reunification Experience Relevant?…”

Tabla de Contenidos: “…Summary of Equations and Sample Calculations 28 -4.1 Summary of Release and Exposure Equations 28 -4.2 Individual Chemical Release and Exposure Examples 32 5. Data Gaps / Uncertainties and Future Work 36 6. References 37  Appendix A. …”

Tabla de Contenidos: “…Procedures for dealing with parameter uncertainty; References; Annex 3. Elasticities of substitution and factor supply elasticities in European agriculture: a review of past studies; I. …”

Tabla de Contenidos: “…Part I: stability : or how we base technology on science -- King Canute and the butterfly : how we create the illusion of being in control -- Feedback patterns and thresholds : how the relative sizes of things govern our behaviour -- Digilogy: cause, effect, and information : how transmitted information shapes the world from the bottom up -- All the roads to nowhere : how keeping things in balance is the essence of control -- Zero and the building blocks of Babel : how to forge the atoms of reliable infrastructure -- Part II: certainty : living with incomplete information -- Keeping it together by pulling it apart : how weak coupling strengthened human infrastructure -- Seeing is disbelieving : how to explain what we see and make use of it -- The equilibrium of knowing or how not to disagree with yourself -- Clockwork uncertainty : the arms race between reason and complexity -- Part III: promises : the chemistry of autonomous cooperation -- The concept of promises : or why behaviour comes from within -- The human condition : how humans make friends to solve problems -- Molecular and material infrastructure : elastic, plastic and brittle design -- Orchestration and creative instability : or why the conductor does not promise to blow every trumpet…”

Tabla de Contenidos: “…Adapting Inland Floodplain Housing to a Changing Climate: Disturbance, Risk, and Uncertainty as Drivers for Design -- 12. 4D! Resilient Design in Four Dimensions -- 13. …”

Tabla de Contenidos: “…Cover -- Copyright -- Table of Contents -- Preface -- Chapter 1: The Most Renowned Tabular Competition - Porto Seguro's Safe Driver Prediction -- Understanding the competition and the data -- Understanding the evaluation metric -- Examining the top solution ideas from Michael Jahrer -- Building a LightGBM submission -- Setting up a denoising autoencoder and a DNN -- Ensembling the results -- Summary -- Chapter 2: The Makridakis Competitions - M5 on Kaggle for Accuracy and Uncertainty -- Understanding the competition and the data -- Understanding the Evaluation Metric -- Examining the 4th place solution's ideas from Monsaraida -- Computing predictions for specific dates and time horizons -- Assembling public and private predictions -- Summary -- Chapter 3: Vision Competition: Cassava Leaf Disease Competition -- Understanding the data and metrics -- Building a baseline model -- Learning from top solutions -- Pretraining -- Test time augmentation -- Transformers -- Ensembling -- A complete solution -- Summary -- Chapter 4: NLP Competition - Google Quest Q&amp -- A Labeling -- The baseline solution -- Learning from top solutions -- Summary -- Packt page -- Other Books You May Enjoy -- Index…”

Tabla de Contenidos: “…Chapter 10: Peapods and PerilsChapter 11: The Fabric of Felicity; 1900-1960: Clouds of Vagueness and The Demand for Precision; Chapter 12: The Measure of Our Ignorance; Chapter 13: The Radically Distinct Notion; Chapter 14: The Man Who Counted Everything Except Calories; Chapter 15: The Strange Case of the Anonymous Stockbroker; Degrees of Belief: Exploring Uncertainty; Chapter 16: The Failure of Invariance; Chapter 17: The Theory Police; Chapter 18: The Fantastic System of Side Bets; Chapter 19: Awaiting the Wildness; Bibliography; Name Index; Subject Index…”

Tabla de Contenidos: “…; 6 Building on Familiarity; Exercise 6: What is Your Bond Opening?; 7 Counting on Uncertainty; Exercise 7: What is Your Flash Gordon Cliffh anger?…”

Tabla de Contenidos: “…7 Reflecting on Murderousness: Reflective Practice in Secure Forensic Settings8 Containment and the Structured Day; 9 Nursing Dangerousness, Dangerous Nursing and the Spacesin Between: Learning to Live with Uncertainties; 10 The 'Unthought Known': Working with Men with Personality Disorder in a High Secure Setting; 11 The Patient, her Nurse and theTherapeutic Community; 12 Crying Out for Care; 13 Working with Suspicious Minds and Balancing Acts; 14 A Secure Model of Nursing Care for Women; 15 Working with One Another:Service User/Professional; 16 Loss and the Adolescent Offender…”

Tabla de Contenidos: “…Background: Human Decision Making -- Understanding Human Decision Making – A Fundamental Step Towards Effective Intelligent Decision Support -- Cognitive Elements of Human Decision Making -- Methods: Computational Intelligence -- to Computational Intelligence for Decision Making -- Collaborative Decision Making Amongst Human and Artificial Beings -- Decision Analysis with Fuzzy Targets -- An Approximation Kuhn–Tucker Approach for Fuzzy Linear Bilevel Decision Making -- A Replanning Support for Critical Decision Making Situations: A Modelling Approach -- A Unifying Multimodel Taxonomy and Agent-Supported Multisimulation Strategy for Decision-Support -- Applications: Intelligent Decision Support -- A Consensus Support System for Group Decision Making Problems with Heterogeneous Information -- Evaluating Medical Decision Making Heuristics and Other Business Heuristics with Neural Networks -- Building Intelligent Sensor Networks with Multiagent Graphical Models -- An Intelligent Expert Systems' Approach to Layout Decision Analysis and Design under Uncertainty -- Using Self Organising Feature Maps to Unravel Process Complexity in a Hospital Emergency Department: A Decision Support Perspective -- Future Directions: Building a Decision Making Framework Using Agent Teams…”

Tabla de Contenidos: “…/ Arild Fetveit -- Attraction to distraction: live television and the public sphere / James Friedman -- Cyborgs in cyberspace: white pride, pedophilic pornography, and Donna Haraway's manifesto / Daniel Bernardi -- Television vectors and the making of a media event: the helicopter, the freeway chase, and national memory / Marita Sturken -- Tomorrow will be ... risky and disciplined / Toby Miller -- Neighbours from hell: producing incivilities / Gareth Palmer -- The court of last resort: making race, crime, and nation on America's most wanted / Margaret Derosia -- Prime-time fiction theorizes the docu-real / John Caldwell -- Uncertainty, conspiracy, abduction / Jodi Dean -- Television, therapy, and the social subject; or, the TV therapy machine / Mimi White…”

Tabla de Contenidos: “…Estimated Public Exposure -- Estimated Individual And Population Risks -- Uncertainties In Risk Characterization -- Exposure For An Entire Lifetime -- Early Lifetime Exposure -- Use of Census Data -- Assumption of No Latency Period -- Exclusion of Other Health Effects -- Evaluation of Risk Assessment -- RISK MANAGEMENT: EXAMINING THE CONSEQUENCES -- Emissions and Risk Reductions -- Remaining Exposure and Risks -- Costs and Economic Impacts -- Economic Cost-Effectiveness -- Economic Efficiency -- Equity -- FACTORS TO CONSIDER IN SETTING A STANDARD -- How Should Health Risk Be Characterized? …”

Tabla de Contenidos: “…SITUATION AWARENESS -- MENTAL WORKLOAD (SEE ALSO APPENDIX, SECTION "RESEARCH QUESTIONS CONCERNING MENTAL WORKLOAD") -- EXPERIENCING WHAT IS VIRTUAL: NEW DEMANDS FOR HUMAN-SYSTEM MODELING (SEE ALSO APPENDIX, SECTION "BEHAVIOR RESEARCH ISSUES IN VIRTUAL REALITY") -- 6 ANALYZING THE INFORMATION -- TASK ANALYSIS -- JUDGMENT CALIBRATION -- VALUATION/UTILITY (SEE ALSO APPENDIX, SECTION "MATHEMATICS OF HUMAN JUDGMENT OF UTILITY") -- RISK AND RESILIENCE -- Definition of Risk -- Meaning of Resilience -- TRUST -- 7 DECIDING ON ACTION -- WHAT IS ACHIEVABLE -- DECISION UNDER CONDITION OF CERTAINTY (SEE ALSO APPENDIX, SECTION "MATHEMATICS OF DECISIONS UNDER CERTAINTY") -- DECISION UNDER CONDITION OF UNCERTAINTY (SEE ALSO APPENDIX, SECTION "MATHEMATICS OF DECISIONS UNDER UNCERTAINTY") -- COMPETITIVE DECISIONS: GAME MODELS (SEE ALSO APPENDIX "MATHEMATICS OF GAME MODELS") -- ORDER OF SUBTASK EXECUTION -- 8 IMPLEMENTING AND EVALUATING THE ACTION -- TIME TO MAKE A SELECTION -- TIME TO MAKE AN ACCURATE MOVEMENT -- CONTINUOUS FEEDBACK CONTROL (SEE ALSO APPENDIX, SECTION "MATHEMATICS OF CONTINUOUS FEEDBACK CONTROL") -- LOOKING AHEAD (PREVIEW CONTROL) (SEE ALSO APPENDIX, SECTION "MATHEMATICS OF PREVIEW CONTROL") -- DELAYED FEEDBACK -- CONTROL BY CONTINUOUSLY UPDATING AN INTERNAL MODEL (SEE ALSO APPENDIX, SECTION "STEPPING THROUGH THE KALMAN FILTER SYSTEM") -- EXPECTATION OF TEAM RESPONSE TIME -- HUMAN ERROR -- 9 HUMAN-AUTOMATION INTERACTION -- HUMAN-AUTOMATION ALLOCATION -- SUPERVISORY CONTROL -- TRADING AND SHARING -- ADAPTIVE/ADAPTABLE CONTROL -- MODEL-BASED FAILURE DETECTION -- 10 MENTAL MODELS -- WHAT IS A MENTAL MODEL? …”