Tabla de Contenidos: “…2.5.4 Training -- 2.5.5 Coaching -- 2.5.6 Einzelcoaching -- 2.5.7 Agile Coaching - Teamcoaching -- 2.5.8 Feedback geben und nehmen -- 2.5.9 Feedback geben -- 2.5.10 Beobachtungen des Verhaltens -- 2.5.11 Empfindungen / Eindrücke -- 2.5.12 Einschätzung der Wirkung / Wunsch -- 2.5.13 Feedback nehmen -- 2.5.14 Fortsetzung des Beispiels aus Kapitel 1 (Klaus/Wilhelm) - Das Geben und Annahmen von Feedback -- 2.6 Mit Fragen führen -- 2.7 Besonderheiten bei virtuellen Teams -- 2.7.1 Tools und Medien -- 2.7.2 Nähe in der Ferne -- 2.7.3 Zusammenarbeit -- 2.7.4 Sprache -- 2.7.5 Zeit -- 2.7.6 Good Practice für virtuelle Zusammenarbeit zusammengefasst -- 2.8 Besonderheiten bei interkulturellen Teams -- 2.8.1 Dimensionen der nationalen Kultur -- 2.8.2 Machtdistanz (PDI - Power Distance Index) -- 2.8.3 Individualismus (Individualism versus Collectivism - IDV) -- 2.8.4 Maskulinität (Masculinity versus Femininity - MAS) -- 2.8.5 Unsicherheitsvermeidungsindex (Uncertainty Avoidance Index - UAI) -- 2.8.6 Langzeitorientierung (Long-Term Orientation - LTO) -- 2.8.7 Genuss (Indulgence versus Restraint - IVR) -- 2.9 Grenzen der Selbstorganisation -- 2.9.1 Die Transformation -- 2.9.2 Grenzen des Denkens und Vertrauens -- 2.9.3 Die Größe der Einheiten -- 2.9.4 Konflikte im Team -- 2.9.5 Ressourcenkürzungen -- 2.9.6 Angst -- 2.9.7 Diskussions-Teams -- 2.9.8 Falsches Setup -- 2.9.9 Überforderung der Menschen -- 2.9.10 Burn-out und Krankheit -- 2.9.11 Regulative Themen und gesetzliche -- 2.10 Literaturempfehlungen zum Kapitel -- Kapitel 3 - Leadership -- 3.1 Führung als und im Team -- 3.1.1 Führungsmodell der Rollen -- 3.1.2 Ausgewogenheit als Ziel -- 3.1.3 Zuordnung der »herdenbezogenen« Rollen zu den Logical Levels (Kapitel 1) -- 3.1.4 Beispiel: Reorganisation und Budgetkürzung -- 3.2 Ergänzung für die dominante Rolle -- 3.2.1 Neue Autorität -- 3.2.2 Die Elemente im Detail…”

Tabla de Contenidos: “…2.5.4 Training -- 2.5.5 Coaching -- 2.5.6 Einzelcoaching -- 2.5.7 Agile Coaching - Teamcoaching -- 2.5.8 Feedback geben und nehmen -- 2.5.9 Feedback geben -- 2.5.10 Beobachtungen des Verhaltens -- 2.5.11 Empfindungen / Eindrücke -- 2.5.12 Einschätzung der Wirkung / Wunsch -- 2.5.13 Feedback nehmen -- 2.5.14 Fortsetzung des Beispiels aus Kapitel 1 (Klaus/Wilhelm) - Das Geben und Annahmen von Feedback -- 2.6 Mit Fragen führen -- 2.7 Besonderheiten bei virtuellen Teams -- 2.7.1 Tools und Medien -- 2.7.2 Nähe in der Ferne -- 2.7.3 Zusammenarbeit -- 2.7.4 Sprache -- 2.7.5 Zeit -- 2.7.6 Good Practice für virtuelle Zusammenarbeit zusammengefasst -- 2.8 Besonderheiten bei interkulturellen Teams -- 2.8.1 Dimensionen der nationalen Kultur -- 2.8.2 Machtdistanz (PDI - Power Distance Index) -- 2.8.3 Individualismus (Individualism versus Collectivism - IDV) -- 2.8.4 Maskulinität (Masculinity versus Femininity - MAS) -- 2.8.5 Unsicherheitsvermeidungsindex (Uncertainty Avoidance Index - UAI) -- 2.8.6 Langzeitorientierung (Long-Term Orientation - LTO) -- 2.8.7 Genuss (Indulgence versus Restraint - IVR) -- 2.9 Grenzen der Selbstorganisation -- 2.9.1 Die Transformation -- 2.9.2 Grenzen des Denkens und Vertrauens -- 2.9.3 Die Größe der Einheiten -- 2.9.4 Konflikte im Team -- 2.9.5 Ressourcenkürzungen -- 2.9.6 Angst -- 2.9.7 Diskussions-Teams -- 2.9.8 Falsches Setup -- 2.9.9 Überforderung der Menschen -- 2.9.10 Burn-out und Krankheit -- 2.9.11 Regulative Themen und gesetzliche -- 2.10 Literaturempfehlungen zum Kapitel -- 3 Leadership -- 3.1 Führung als und im Team -- 3.1.1 Führungsmodell der Rollen -- 3.1.2 Ausgewogenheit als Ziel -- 3.1.3 Zuordnung der »herdenbezogenen« Rollen zu den Logical Levels (Kapitel 1) -- 3.1.4 Beispiel: Reorganisation und Budgetkürzung -- 3.2 Ergänzung für die dominante Rolle -- 3.2.1 Neue Autorität -- 3.2.2 Die Elemente im Detail…”

Tabla de Contenidos: “…-- Introducing the feasibility analysis framework -- Executive summary -- Business concept -- Industry analysis -- Market/customer analysis -- Founding team analysis -- Product/service development analysis -- Financial analysis -- Feasibility decision -- Timeline to launch -- Part 2 Testing the Feasibility of Your Business Concept -- Chapter 5 Understanding Your Industry -- Understanding Your Industry -- Using a Framework of Industry Structure -- Carrying capacity, uncertainty, and complexity -- Threats to new entrants -- Threats from substitute products/services -- Threats from buyers' bargaining power -- Threats from suppliers' bargaining power -- Rivalry among existing firms -- Understanding the Value Chain -- Deciding on an Entry Strategy -- Differentiation -- Niche -- Cost superiority -- Researching Your Industry -- Answering key questions about your industry -- Studying public companies -- Searching for data at government websites -- Going offline for more research -- Benchmarking Against the "Perfect" Industry -- Chapter 6 What Your Customers Can Tell You -- Conducting Customer Discovery -- Segmenting your market -- Defining your niche -- Discovering Your Customers -- Finding the data you need -- Looking at the total accessible market -- Conducting customer discovery in the field -- Observing customers in their natural habitats -- Survey by email and telephone -- Conduct interviews and focus groups -- Building an early customer profile -- Identifying more important people to interview -- Graphing a customer segmentation matrix…”

Tabla de Contenidos: “…Matter waves -- Properties of matter waves -- 4.2 Relativistic correction -- 4.3 Planck's quantum theory of black body radiation -- 4.4 Experimental study of matter waves -- 4.5 Schrödinger's time-independent wave equation -- 4.6 Heisenberg uncertainty principle -- 4.7 Physical significance of the wave function -- 4.8 Particle in a potential box -- (a) Particle in a one-dimensional box [or one dimensional potential well] -- (b) Particle in a rectangular three-dimensional box -- Formulae -- Solved Problems -- Multiple Choice Questions -- Answers -- Review Questions -- Chapter 5: Electron Theory of Metals -- 5.1 Introduction -- 5.2 Classical free electron theory of metals -- To study electrical conductivity -- 5.3 Relaxation time, mean free path, mean collision time and drift velocity -- 5.4 Fermi-Dirac distribution -- 5.5 Quantum free electron theory of electrical conduction -- 5.6 Sources of electrical resistance -- 5.7 Band theory of solids -- (a) Introduction -- (b) Kronig-Penney model - origin of energy bands -- 5.8 Bloch theorem -- 5.9 Origin of energy bands formation in solids -- 5.10 Velocity and effective mass of an electron -- Effective mass of an electron -- 5.11 Distinction between metals, semiconductors and insulators -- Formulae -- Solved Problems -- Multiple Choice Questions -- Answers -- Review Questions -- Chapter 6: Dielectric Properties -- 6.1 Introduction -- 6.2 Dielectric constant -- 6.3 Internal or local field -- 6.4 Clausius-Mosotti relation -- 6.5 Orientational, ionic and electronic polarizations -- (a) Dipolar or orientational polarization -- (b) Ionic polarization -- (c) Electronic polarization -- 6.6 Frequency dependence of polarizability: (Dielectrics in alternating fields) -- 6.7 Piezoelectricity -- 6.8 Ferroelectricity -- 6.9 Frequency dependence of dielectric constant -- Orientational polarization -- Ionic polarization…”

Tabla de Contenidos: “…Cover -- Copyright -- Credits -- About the Author -- Acknowledgment -- About the Reviewers -- www.PacktPub.com -- Customer Feedback -- Table of Contents -- Preface -- Chapter 1: Data Characteristics -- Questionnaire and its components -- Understanding the data characteristics in an R environment -- Experiments with uncertainty in computer science -- Installing and setting up R -- Using R packages -- RSADBE - the books R package -- Python installation and setup -- Using pip for packages -- IDEs for R and Python -- The companion code bundle -- Discrete distributions -- Discrete uniform distribution -- Binomial distribution -- Hypergeometric distribution -- Negative binomial distribution -- Poisson distribution -- Continuous distributions -- Uniform distribution -- Exponential distribution -- Normal distribution -- Summary -- Chapter 2: Import/Export Data -- Packages and settings - R and Python -- Understanding data.frame and other formats -- Constants, vectors, and matrices -- Time for action - understanding constants, vectors, and basic arithmetic -- What just happened? …”

Tabla de Contenidos: “…4.5 Bose-Einstein distribution -- 4.6 Comparison of Maxwell-Boltzmann,Fermi-Dirac and Bose-Einstein distributions -- 4.7 Photon gas -- 4.8 Concept of electron gas and Fermi energy -- 4.9 Density of electron states -- 4.10 Black body radiation -- 4.11 Waves and particles-de Brogliehypothesis-Matter waves -- Matter waves -- Properties of matter waves -- 4.12 Relativistic correction -- 4.13 Planck's quantum theory of black body radiation -- 4.14 Experimental study of matter waves -- 4.14 Schrödinger's time-independent wave equation -- 4.15 Heisenberg uncertainty principle -- 4.16 Physical significance of the wave function -- 4.17 Particle in a potential box -- Formulae -- Solved Problems -- Multiple Choice Questions -- Answers -- Review Questions -- Chapter 5: Electron Theory of Metals -- 5.1 Introduction -- 5.2 Classical free electron theory of metals -- 5.3 Relaxation time, mean free path, mean collision time and drift velocity -- 5.4 Fermi-Dirac distribution -- 5.5 Quantum free electron theory of electrical conduction -- 5.6 Sources of electrical resistance -- 5.7 Band theory of solids -- 5.8 Bloch theorem -- 5.9 Origin of energy bands formation in solids -- 5.10 Velocity and effective mass of an electron -- 5.11 Distinction between metals, semiconductors and insulators -- Formulae -- Solved Problems -- Multiple Choice Questions -- Answers -- Review Questions -- Chapter 6: Dielectric Properties -- 6.1 Introduction -- 6.2 Dielectric constant -- 6.3 Internal or local field -- 6.4 Clausius-Mosotti relation -- 6.5 Orientational, ionic and electronic polarizations -- 6.6 Frequency dependence of polarizability: (Dielectrics in alternating fields) -- 6.7 Piezoelectricity -- 6.8 Ferroelectricity -- 6.9 Frequency dependence of dielectric constant -- Orientational polarization -- Ionic polarization -- Electronic polarization…”

Tabla de Contenidos: “…Forging the link among shape, formwork, and mortar assemblies in Guastavino vaulting -- 1 INTRODUCTION -- 2 NO TWO ARE ALIKE -- 3 VAULT FORM -- 4 CASE STUDIES -- 5 DISCUSSION -- 6 CONCLUSION -- ACKNOWLEDGEMENTS -- REFERENCES -- Thematic session: Understanding the culture of building expertise in situations of uncertainty (Middle Age-Modern times) -- A building expert without building training: The city of Lisbon vedor of works (14th-19th centuries) -- 1 INTRODUCTION -- 2 THE DUTIES -- 3 THE MEN -- 4 CONCLUSION -- ACKNOWLEDGEMENTS -- REFERENCES -- Maintaining/repairing Paris through expertise (1690-1790) -- 1 INTRODUCTION -- 2 THE TECHNICAL DIMENSION -- 3 THE ECONOMIC VALUE OF REPAIRS -- 4 THE LEGAL REGULATION OF REPAIRS -- REFERENCES -- To repair, renovate, or replace: A maintenance history of Virginia's state buildings -- 1 INTRODUCTION -- 2 METHODOLOGY -- 3 TO REPLACE -- 4 TO REPAIR -- 5 TO RENOVATE -- 6 CONCLUSION -- REFERENCES -- Conflicts in the Brussels construction sector (1957-59): Judicial expertise of architects, engineers and contractors -- 1 STUDYING CONFLICTS IN THE CONSTRUCTION SECTOR -- 2 CONSTRUCTION CONFLICTS: CATEGORIES, REASONS AND ACTORS -- 3 BACKGROUND OF CONSTRUCTION EXPERTS -- 4 EXPERT PROCEDURE: BUILDING AND TRANSFER OF KNOWLEDGE -- 5 CONCLUSIONS -- REFERENCES -- Thematic session: Historical timber constructions between regional tradition and supra-regional influences -- Timber floors made with elements shorter than the span covered in treatises and technical literature -- 1 INTRODUCTION -- 2 FIRST REFERENCES TO FLOORS MADE WITH BEAMS SHORTER THAN THE SPAN TO BE COVERED -- 3 "IL PRIMO LIBRO DI ARCHITETTURA" BY SEBASTIANO SERLIO -- 4 INTEREST IN THE SERLIO FLOOR BETWEEN 17TH AND 18TH CENTURIES -- 5 APPLICATIONS OF SHORT BEAM FLOORS BETWEEN THE END OF THE 18TH AND THE BEGINNING OF THE 19TH CENTURIES…”

“…This open access book conveys attention to the theme of transition towards resilience and sustainability and its evolutionary perspective that emphasizes the complexity and uncertainty that governments and society are called to address in response to the ongoing challenges. …”

Tabla de Contenidos: “…Chapter 8 Research Work Planning -- 8.1 Introduction -- 8.1.1 Defense Enterprise Improvement Case Example -- 8.2 Efficiencies in Research Programs -- 8.3 PICK Chart for Research Prioritization -- 8.4 Quantitative Measures of Efficiency -- 8.5 Case Example of Work Selection Process Improvement -- 8.6 PICK Chart Quantification Methodology -- 8.7 PICK Chart Implementation -- References -- Chapter 9 Research Risk Analysis -- 9.1 Introduction -- 9.2 Definition of Risk -- 9.3 Sources of Uncertainty -- 9.4 Impact of Government Regulations -- 9.5 Risk Analysis Example -- 9.5.1 Risk Analysis by Expected Value Method -- 9.6 Risk Analysis -- 9.6.1 Expected Value Method for Project Risk Assessment -- 9.7 Risk Severity Analysis -- 9.8 Monte Carlo Simulation -- References -- Chapter 10 Research and Innovation Technology Transfer -- 10.1 Introduction -- 10.1.1 Characteristics of Technology Transfer -- 10.1.2 Emergence of New Technology -- 10.1.3 Technology Transfer Modes -- 10.1.3.1 Technology Change-Over Strategies -- 10.1.4 Post-implementation Evaluation -- 10.1.5 Technology Systems Integration -- 10.1.6 Role of Government in Technology Transfer -- 10.1.7 USA Templates for Technology Transfer -- 10.1.8 Pathway to National Strategy -- 10.2 Using PICK Chart for Technology Transfer Selection -- 10.2.1 PICK Chart Quantification Methodology -- 10.2.2 DEJI Model for Technology Integration -- 10.2.3 Design for Technology Transfer -- 10.2.4 Evaluation of Technology Transfer -- 10.2.5 Justification of Technology Transfer -- 10.3 Integration of Transferred Technology -- 10.4 Managing Research and Innovation Transfer -- References -- Chapter 11 Managing Research and Innovation -- 11.1 Introduction -- 11.2 Defining Innovation Ecosystem -- 11.3 Relationship to Project Management -- 11.4 DEJI Systems Model for Innovation Management -- 11.4.1 Innovative Product Design…”

Tabla de Contenidos: “…Pérez Incorporating grade uncertainty into sublevel stope sequencing Y.A. Sari & M. …”

Tabla de Contenidos: “…Smit 141 -- Abstract 141 -- Introduction 142 -- Problem statement 143 -- Research design and methodology 145 -- The phenomenological design 146 -- Law research from an Education Law perspective 147 -- Findings of the phenomenological study 148 -- Investigation and pre-hearing phase 149 -- Preparation phase 149 -- Disciplinary hearing phase 151 -- Corrective measures and enforcement of discipline phase 153 -- Adequacy of a school's code of conduct 154 -- Uncertainties about the pre-hearing investigation and procedure 155 -- Legal technicalities and preliminary objections 156 -- Objections against charge sheets and notices of disciplinary hearings 157 -- Substance and not form - The law does not require strict formalism in charge sheets 157 -- Objections about insufficient time to prepare a defence prior to the hearing 159 -- Strict proceduralism versus flexible procedural fairness 160 -- Uncertainty about the roles and functions of persons involved in disciplinary hearings 161 -- Procedural fairness 163 -- Substantive fairness 165 -- Reasonable determination of the appropriate corrective measures 166 -- Conclusion and recommendations 168 -- Chapter 8: The application of positive discipline at a Western Cape technical and vocational education and training college Louis J. …”

Tabla de Contenidos: “…Front Cover -- Advances in Solar Heating and Cooling -- Related titles -- Advances in Solar Heating and Cooling -- Copyright -- Contents -- List of contributors -- Woodhead Publishing Series in Energy -- One - Introduction -- 1 - Introduction to solar heating and cooling systems -- 1.1 Background -- 1.2 Overview of solar heating and cooling systems -- 1.2.1 Solar energy -- 1.2.1.1 Nontracking solar collectors -- 1.2.1.2 Tracking solar collectors -- 1.2.1.3 Solar photovoltaics -- 1.2.2 Solar heating technologies -- 1.2.2.1 Passive solar space-heating -- 1.2.2.2 Passive solar water-heating -- 1.2.2.3 Active solar space- and water-heating -- 1.2.2.4 Other feasible systems -- 1.2.3 Solar cooling technologies -- 1.2.3.1 Solar photovoltaic-driven refrigeration and dehumidification -- 1.2.3.2 Solar thermal-driven refrigeration -- 1.2.3.3 Solar thermal-driven dehumidification -- 1.2.4 Heat storage technologies -- 1.2.4.1 Sensible heat storage -- 1.2.4.2 Latent heat storage -- 1.2.4.3 Sorption heat storage -- 1.2.4.4 Thermochemical heat storage -- 1.3 Technology roadmap -- References -- 2 - Resource assessment and site selection for solar heating and cooling systems -- 2.1 Introduction -- 2.2 Definition of solar resources -- 2.3 Relationship between solar resources and solar collectors -- 2.4 Measuring and modeling the solar resource -- 2.4.1 Solar resource measurement techniques -- 2.4.2 Solar resource estimates using satellite data retrievals -- 2.4.3 Other solar resource estimation techniques -- 2.5 Solar resource data sets important to siting and sizing solar heating and cooling (SHC) technologies -- 2.5.1 Resource variability-spatial -- 2.5.2 Resource variability-temporal -- 2.5.3 Typical meteorological year data sets -- 2.5.4 P50/P90 data sets -- 2.5.5 The influence of data uncertainty on P90 values -- 2.5.6 Reducing uncertainty: site adaptation…”

Tabla de Contenidos: “…5.5.4 Fitting Distributions to Data in R Using MLE -- 5.5.5 Likelihood Ratio Test, LRT -- 5.6 Regression: Basic Principles -- 5.6.1 Simple Linear Regression -- 5.6.2 Quantifying Uncertainty on -- 5.6.3 Analysis of Variance in Regression -- 5.6.3.1 R2 and adjusted R2 Coefficient of Determination -- 5.6.4 Some Visual Diagnostics for the Proposed Simple Regression Model -- 5.7 Multiple Regression -- 5.7.1 Introduction -- 5.7.2 Regression and MLE -- 5.7.2.1 Multivariate Regression -- 5.7.3 Tests -- 5.7.3.1 Likelihood Ratio Test in Regression -- 5.7.3.2 Akaike Information Criterion: AIC -- 5.7.3.3 AIC and Regression model selection -- 5.7.3.4 Bayesian Information Criterion: BIC -- 5.7.4 Variable Selection, Finding the Most Appropriate Sub-Model -- 5.7.5 Backward Elimination -- 5.7.6 Forward Selection -- 5.7.7 Using AIC/BIC Criteria -- 5.7.8 LRT in Model Selection -- 5.7.9 Automatic Search Using R-squared Criteria -- 5.7.10 Concluding Remarks on Test Data -- 5.7.11 Modelling Beyond Linearity -- 5.8 Dummy/Indicator Variable Regression -- 5.8.1 Introducing Categorical Variables -- 5.8.2 Continuous and Indicator Variable Predictors - Including Load in the Model -- 5.9 Recommended Reading -- 6 Multivariate Distributions, and Sums of Random Variables -- 6.1 Multivariate Distributions - Examples in Finance -- 6.2 Simulating Multivariate Normal Variables -- 6.3 The Summation of a Number of Random Variables -- 6.4 Conclusion -- 6.5 Recommended Reading -- 7 Benefits of Diversification -- 7.1 Introduction -- 7.2 Background -- 7.3 Key Mathematical Ideas -- 7.4 Running Simulations -- 7.5 Recommended Reading -- 8 Modern Portfolio Theory -- 8.1 Introduction -- 8.2 2-Asset Portfolio -- 8.3 3-Asset Portfolio -- 8.4 Introduction of a Risk-free Asset to the Portfolio -- 8.4.1 Adding a Risk-free Asset -- 8.4.2 Capital Market Line and the Sharpe Ratio…”

Tabla de Contenidos: “…Social Sciences -- 4 Methodological Individualism -- 4.1 Introduction -- 4.2 Rational Choice -- 4.2.1 Choice under Certainty -- 4.2.2 Choice under Uncertainty -- 4.3 A Remark on Game Theory -- 4.4 Defending Rational Choice on Normative Grounds -- 4.5 Economics as a Formal vs. …”

Tabla de Contenidos: “…-- The human dimension: Catering for diversity in transport -- The economic dimension: Recovery under uncertainty -- Key takeaways -- References -- 2 Pathways to decarbonise transport by 2050 -- Recover, Reshape, Reshape+: Three possible futures for transport -- Measures to decarbonise transport: Avoid, shift, improve -- Transport demand: Growth continues -- Passenger transport demand -- Freight transport demand -- Transport emissions and climate goals: Can we still get there? …”

Tabla de Contenidos: “…-- A number of factors may hamper long-term productivity gains -- Elevated uncertainties and tightened financial conditions will deter investment -- Labour-market scarring can restrain productivity prospects -- The missing start-ups will slow technology diffusion -- Rising concentration in digital sectors may dampen productivity growth -- Slower integration in global value chains may limit productivity gains -- Digitalisation and new forms of work may support productivity gains…”

Tabla de Contenidos: “…4.1.2 Take the measurements -- 4.1.3 Analyze I: Interpolate between measurements -- 4.1.4 Analyze II: Optimize the business metric -- 4.1.5 Validate the optimal parameter value -- 4.2 Optimizing two or more continuous parameters -- 4.2.1 Design the two-parameter experiment -- 4.2.2 Measure, analyze, and validate the 2D experiment -- Summary -- 5 Contextual bandits: Making targeted decisions -- 5.1 Model a business metric offline to make decisions online -- 5.1.1 Model the business-metric outcome of a decision -- 5.1.2 Add the decision-making component -- 5.1.3 Run and evaluate the greedy recommender -- 5.2 Explore actions with epsilon-greedy -- 5.2.1 Missing counterfactuals degrade predictions -- 5.2.2 Explore with epsilon-greedy to collect counterfactuals -- 5.3 Explore parameters with Thompson sampling -- 5.3.1 Create an ensemble of prediction models -- 5.3.2 Randomized probability matching -- 5.4 Validate the contextual bandit -- Summary -- 6 Bayesian optimization: Automating experimental optimization -- 6.1 Optimizing a single compiler parameter, a visual explanation -- 6.1.1 Simulate the compiler -- 6.1.2 Run the initial experiment -- 6.1.3 Analyze: Model the response surface -- 6.1.4 Design: Select the parameter value to measure next -- 6.1.5 Design: Balance exploration with exploitation -- 6.2 Model the response surface with Gaussian process regression -- 6.2.1 Estimate the expected CPU time -- 6.2.2 Estimate uncertainty with GPR -- 6.3 Optimize over an acquisition function -- 6.3.1 Minimize the acquisition function -- 6.4 Optimize all seven compiler parameters -- 6.4.1 Random search -- 6.4.2 A complete Bayesian optimization -- Summary -- 7 Managing business metrics -- 7.1 Focus on the business -- 7.1.1 Don't evaluate a model -- 7.1.2 Evaluate the product -- 7.2 Define business metrics -- 7.2.1 Be specific to your business…”

Tabla de Contenidos: “…-- Recommended reading -- About working below the surface -- About basic assumptions and competing commitments -- About mindful leadership -- Chapter 3 Difficult feelings, negative capability and defences -- Embracing and examining all sorts of feelings -- The challenge of not-knowing -- Defences and defensive routines -- Anxiety, doubt and uncertainty as aspects of learning -- Practising negative capability -- On the look-out for defence mechanisms -- Points from my research -- Reflection: what is your personal experience? …”

“…However, shifting entails transition costs that are accrued through the effects of lock-ins that have framed decisions and collective actions. The uncertainty about these costs can be overwhelming or even disruptive. …”

Tabla de Contenidos: “…Current and Future Trends in Opinion Visualization -- 3.6.1. Visualizing uncertainty in opinions -- 3.6.2. Scaling up for big data -- 4. …”