Tabla de Contenidos: “…7.3.1 Factors that Affect the Performance of a Transducer…”

Tabla de Contenidos:

Tabla de Contenidos: “…Deep networks in the real world -- 6 Teaching machines to see: Image classification with CNNs -- 6.1 Putting the data under the microscope: Exploratory data analysis -- 6.1.1 The folder/file structure -- 6.1.2 Understanding the classes in the data set -- 6.1.3 Computing simple statistics on the data set -- 6.2 Creating data pipelines using the Keras ImageDataGenerator -- 6.3 Inception net: Implementing a state-of-the-art image classifier -- 6.3.1 Recap on CNNs -- 6.3.2 Inception net v1 -- 6.3.3 Putting everything together -- 6.3.4 Other Inception models -- 6.4 Training the model and evaluating performance -- Summary -- Answers to exercises -- 7 Teaching machines to see better: Improving CNNs and making them confess -- 7.1 Techniques for reducing overfitting -- 7.1.1 Image data augmentation with Keras -- 7.1.2 Dropout: Randomly switching off parts of your network to improve generalizability -- 7.1.3 Early stopping: Halting the training process if the network starts to underperform -- 7.2 Toward minimalism: Minception instead of Inception…”

Tabla de Contenidos: “…-- 2.2.2 Parameters Affecting Pure Water Yield of Basin Type SSs -- 2.2.3 Pure Water Augmentation of Solar Still Units -- 2.3 Nanofluid -- 2.3.1 Nanofluid Basics -- 2.3.2 Nanofluid Characteristics -- 2.3.3 Nanofluid Application in Solar Desalination -- References -- 3 Classification of Concentrating Solar Collectors Based on Focusing Shape and Studying on Their Performance, Financial Evaluation, and Industrial Adoption -- 3.1 Introduction -- 3.1.1 Overview of Concentrating Solar Collectors -- 3.1.2 Some of the Applications of Concentrating Solar Collectors -- 3.2 Line Focus Concentrating Solar Collectors -- 3.2.1 Linear Fresnel Reflector…”

Tabla de Contenidos: “…-- 12.2.1 Physical Model -- 12.2.2 Blackbody Radiation -- 12.2.3 SQ Limit -- 12.3 Maximum Efficiencies of Perovskite Single Cells -- 12.3.1 Concept of Thin‐Film Limit -- 12.3.2 EQE Calculation Method -- 12.3.3 Maximum Efficiencies of Single Solar Cells -- 12.3.4 Performance‐Limiting Factors of Hybrid Perovskite Devices -- 12.4 Maximum Efficiency of Tandem Cells -- 12.4.1 Optical Model and Assumptions -- 12.4.2 Calculation of Tandem‐Cell EQE Spectra -- 12.4.3 Maximum Efficiencies of Tandem Devices -- 12.4.4 Realistic Maximum Efficiency of Tandem Cell -- 12.5 Free Software for Efficiency Limit Calculation -- References…”

Tabla de Contenidos:

Tabla de Contenidos: “…-- 6.3.2 Filter Models of Feature Selection -- 6.3.3 Wrapper Models of Feature Selection -- 6.4 Design of Classifier -- 6.4.1 Conventional Classifiers in Distributed Environment -- 6.4.2 Neural Network Classifiers in a Distributed Environment -- 6.5 Designing Machine Learning Models for Distributed Environment -- 6.6 Role of Distributed Computing in Pattern Recognition -- 6.7 Conclusion -- References -- Chapter 7 Next-Generation Distributed Computing for Cancer Detection -- 7.1 Introduction -- 7.2 Research Motivation -- 7.3 Cancer Statistics -- 7.4 Modern Cancer Diagnosis and Treatment Methods -- 7.5 Methodology -- 7.6 Technical Challenges -- 7.7 Future Directions -- 7.8 Conclusion -- References -- Chapter 8 Benefits and Challenges of Decentralization in Education for Resource Optimization and Improved Performance -- 8.1 Introduction -- 8.1.1 Decentralized Systems in Education and Research -- 8.1.2 Connect Between Democracy and Education -- 8.2 The Centralization and Decentralization Concepts -- 8.3 Decentralized Systems in Education and Research: Policies and Practices -- 8.3.1 Open Educational Resources (OER) Policy -- 8.3.2 Collaborative Research Networks -- 8.3.3 Self-Directed Learning -- 8.3.4 Peer Review -- 8.3.5 Open Data -- 8.3.6 Equity and Inclusion -- 8.3.7 Quality Assurance -- 8.4 Building Capacity Across and Between Levels Within Education Systems -- 8.5 Developing Accountability Measures and Systems in Implementing a Decentralized Education Policy -- 8.5.1 Establish Clear and Quantifiable Policy Objectives -- 8.5.2 Create Performance Indicators and Benchmarks -- 8.5.3 Assign Roles and Responsibilities -- 8.5.4 Build Effective Monitoring and Evaluation Systems…”

Tabla de Contenidos: “…7.4.3 Criteria for Preferred Material in Ecolabels -- 7.5 Conclusion -- References -- DSM's Sustainability Journey Towards a Proactive Ingredient Policy for Gaining Effectiveness in the Design of Better Products -- 8.1 General Introduction: Sustainability as Business Growth Driver Opportunity and Global Trends -- 8.1.1 Ecological Benefits: Transparent Assessment with Life-cycle Assessment (LCA) -- 8.1.2 Importance of Global Platforms and Partnerships -- 8.1.3 The Challenges Ahead for a Life Sciences and Materials Sciences Company -- 8.2 A Brighter Future with Composites -- 8.2.1 Leading-edge Performance -- 8.2.2 Lower Eco-footprint -- 8.2.3 Elimination of Substances of hazardous concern -- 8.2.4 BluCureTM Cobalt-free Curing Systems -- 8.2.5 Alternatives to Styrene Reactive Diluents -- 8.2.6 Introduction of Good Manufacturing Practice (GMP) -- 8.3 Facing the Technical, Performance and Cost Challenges: the Introduction of Halogen-free Flame Retardants -- 8.3.1 Overcoming Technical Challenges -- 8.3.2 Moving Forward -- 8.4 Conclusion -- References -- US Environmental Protection Agency's Design for the Environment (DfE) Alternatives Assessment Program -- 9.1 Introduction -- 9.2 Selecting an Approach for Chemical Substitution -- 9.3 PentaBDE Case Study -- 9.3.1 How DfE Conducted CAA for PentaBDE -- 9.3.2 Limitations of Original Methodology and Criteria -- 9.4 New CAA Methodology and Criteria: Steps to Conducting a CAA -- 9.4.1 Step 1: Determine Feasibility -- 9.4.2 Step 2: Collect Information on Chemical Alternatives -- 9.4.3 Step 3: Convene Stakeholders -- 9.4.4 Step 4: Identify Alternatives -- 9.4.5 Step 5: Conduct the Hazard Assessment -- 9.4.6 Step 6: Apply Economic and Life-cycle Context -- 9.4.7 Step 7: Apply the Results in Decision-making for Safer Chemical Substitutes -- 9.5 Application of New CAA Criteria…”

Tabla de Contenidos: “…Ko / /4.1 Why We Need to Provide Better Properties 86 / /4.2 Where We Need to Provide Better Properties 87 / /4.3 What Properties We Need to Provide and How 88 / /4.3.1 Transparency 88 / /4.3.2 Predictable Performance 93 / /4.3.3 Openness 99 / /4.4 Conclusions 102 / /Acknowledgment 102 / /References 103 / /II STORAGE AND COMPUTATION IN FOG 107 / /5 Distributed Caching for Enhancing Communications Efficiency 109 /A. …”

Tabla de Contenidos: “…Total des redevances et droits de licences payés et reçus, par pays, en pourcentage du PIB -- Performances de l'économie, innovation et compé titivité -- Les niveaux de vie varient considérablement et ne montrent aucun signe de convergence -- Figure 33. …”

Tabla de Contenidos: “…Principaux critères de performance du Système d'indication de la performance des logements -- Tableau 15. …”

Tabla de Contenidos: “…5.5 Difference in Opinions Towards Effectiveness of Virtual Lab During COVID-19 Pandemic Between Genders -- 5.5.1 Overall Interpretation -- 5.6 Findings and Discussions -- 5.7 Performance Assessment -- 5.7.1 Access Time and Number of Trials -- 5.7.2 Quality of Content Delivery -- 5.8 Conclusion -- References -- Chapter 6 Significance of e-Learning in Indian Modern Higher Education System: A Review -- 6.1 Introduction -- 6.2 Review of Literature -- 6.2.1 e-Learning -- 6.2.2 Learning Shift Toward Online -- 6.2.3 e-Learning-Related Studies -- 6.2.4 Importance of e-Learning -- 6.2.5 Barriers or Disadvantages of e-Learning -- 6.2.6 e-Learning and Higher Education -- 6.3 Conclusion -- References -- Chapter 7 Homeschooling: A Case Study Based on Delhi, India -- 7.1 Introduction -- 7.2 Data Collection and Methodology -- 7.3 Literature Review -- 7.4 Data Analysis and Major Findings -- 7.5 Survey -- 7.5.1 Area -- 7.5.2 Income Distribution -- 7.5.3 Education Qualification -- 7.5.4 Earning Member of Family -- 7.5.5 Awareness About Homeschooling -- 7.5.6 Likeliness to Adopt Homeschooling -- 7.6 Policy Recommendations -- 7.7 Regulation of Homeschooling in the USA -- 7.8 Regulation of Homeschooling in the UK -- 7.9 Roadmap for India -- 7.10 Conclusion -- 7.11 Challenges and Recommendations -- References -- Chapter 8 COVID-19: Preference for Online Teaching and Its Impact on Academic Performance -- 8.1 Introduction -- 8.1.1 Reasons for Undertaking Current Study and Methodology Adopted -- 8.2 Sample and Population -- 8.3 Findings of the Study -- 8.3.1 Findings Related to Objective 1 -- 8.3.1.1 Hypothesis Testing -- 8.3.2 Findings Related to Objective 2 -- 8.3.3 Findings Related to Objective 3 -- 8.3.3.1 Major Challenges in Online Mode of Teaching -- 8.3.3.2 Effectiveness of Teaching Methods -- 8.4 Discussion Based on the Study -- 8.5 Conclusion -- References…”

Tabla de Contenidos: “…Hospitals, 2011 -- Trends in Pediatric and Adult Hospital Stays for Asthma, 2000-2010 -- Costs for Hospital Stays in the United States, 2011 -- Emergency Department Visits for Adults with Diabetes, 2010 -- Overview of Hospital Stays in the United States, 2011 -- Most Frequent Procedures Performed in U.S. Hospitals, 2011 -- Characteristics of Adverse Drug Events Originating During the Hospital Stay, 2011 -- Hospital Stays for Newborns, 2011 -- Most Frequent Conditions in U.S. …”

Tabla de Contenidos: “…6.2.1 Supercapacitor and Its Classification -- 6.2.2 Electrolyte of Supercapacitor -- 6.3 Ionic Liquids and Its Unique Properties -- 6.4 Application of Ionic Liquids in Supercapacitors -- 6.4.1 Pure Ionic Liquid as Electrolyte -- 6.4.1.1 Aprotic Ionic Liquids -- 6.4.1.2 Proton Ionic Liquids -- 6.4.1.3 Functionalized Ionic Liquids -- 6.4.2 Mixture Electrolyte of Ionic Liquids -- 6.4.2.1 Binary of Ionic Liquids -- 6.4.2.2 Mixed Electrolyte of Organic Solvent and Ionic Liquids -- 6.4.2.3 Mixed Electrolyte of Ionic Liquid and Ionic Salt -- 6.5 Conclusion and Prospective -- Acknowledgments -- References -- Chapter 7 Functional Binders for Electrochemical Capacitors -- 7.1 Introduction -- 7.2 Characteristics of Binder -- 7.3 Method of Fabricating Supercapacitor Electrode -- 7.4 Mechanism of Binding Process -- 7.5 Classification of Binders -- 7.5.1 On the Basis of Origin -- 7.5.2 On the Basis of Reactivity -- 7.6 Characterization Techniques -- 7.7 Conventional Binders and Related Issues -- 7.8 Sustainable Binders -- 7.9 Conclusion -- References -- Chapter 8 Sustainable Substitutes for Fluorinated Electrolytes in Electrochemical Capacitors -- 8.1 Introduction -- 8.2 Fluorinated Electrolytes -- 8.3 Sustainable Substitutes for Fluorinated Electrolytes -- 8.3.1 Aqueous Electrolytes -- 8.3.1.1 Seawater -- 8.3.1.2 Aqueous Solution of Redox-Active Ligands as Electrolytes -- 8.3.2 Organic Electrolytes -- 8.3.3 Solid-State Electrolytes -- 8.4 Performance of Sustainable Electrolytes Compared to Fluorinated Electrolytes -- 8.4.1 Strongly Acidic Electrolytes -- 8.4.2 Strong Alkaline Electrolytes -- 8.4.3 Neutral Electrolytes -- 8.4.4 Organic Electrolytes -- 8.5 Final Remarks -- References -- Chapter 9 Aqueous Redox-Active Electrolytes -- 9.1 Introduction -- 9.2 Effect of the Electrolyte on Supercapacitor Performance -- 9.3 Aqueous Electrolytes…”

Tabla de Contenidos: “…. -- How it works... -- Performing operations in List Widget -- Getting ready -- Methods provided by the QListWidgetItem class -- How to do it.... -- How it works... -- Using the Combo Box widget -- How to do it...…”

Tabla de Contenidos: “…-- Digital Product and Service Development Defined -- How Is Digital Product and Service Development Performed? -- Ideation -- Concept -- Business Case -- Development -- Testing -- Launch -- Digital Product and Service Development Approach Evaluation -- Understanding the Digital Product and Service Development Assessment Framework -- Assessment Framework Overview -- The Context Elements -- The Performance Enablers -- The Digital Transformation Solutions -- Assessing Current Digital Product and Service Development -- What Is a Digital Product and Service Development Platform? …”

Tabla de Contenidos: “…. -- There's more -- Specifying the range of characters or bytes as fields -- Using sed to perform text replacement -- How to do it... -- There's more... -- Removing blank lines -- Performing replacement directly in the file -- Matched string notation () -- Substring match notation (\1) -- Combining multiple expressions -- Quoting -- Using awk for advanced text processing -- Getting ready -- How to do it... -- How it works... -- There's more... -- Special variables -- Passing an external variable to awk -- Reading a line explicitly using getline -- Filtering lines processed by awk with filter patterns -- Setting delimiters for fields -- Reading the command output from awk -- Associative arrays in Awk -- Using loop inside awk -- String manipulation functions in awk -- Finding the frequency of words used in a given file -- Getting ready -- How to do it... -- How it works... -- See also -- Compressing or decompressing JavaScript -- Getting ready -- How to do it... -- How it works... -- See also -- Merging multiple files as columns -- How to do it... -- See also -- Printing the nth word or column in a file or line -- How to do it... -- See also -- Printing text between line numbers or patterns -- Getting ready -- How to do it... -- See also -- Printing lines in the reverse order…”

Tabla de Contenidos: “…3.2.2.1 Adaptive interpolation -- 3.2.2.2 Dynamic LUT inversion -- 3.2.3 Analysis of the Quantization Effects -- 3.3 Predistortion Self-Calibration -- 3.3.1 Effect of Temperature Variations on Predistortion -- 3.4 Interpolative Filter -- 3.5 Polar Bandwidth Expansion -- Chapter 4: RF front-end (RFDAC) of the polar transmitter -- 4.1 Overview of the RF Front-End -- 4.2 Σ∆ Amplitude Modulation -- 4.2.1 Σ∆ Overview -- 4.2.2 Digital Design -- 4.2.3 Transfer Function and Spectrum -- 4.3 Digital Pre-PA -- 4.3.1 Overview of DPA Functionality -- 4.3.2 Analysis of DPA Quantization Noise -- 4.3.3 DPA Structural Design -- 4.4 DPA Transistor Mismatches -- 4.4.1 Amplitude Mismatch -- 4.4.2 Phase Mismatch -- 4.5 Key Categories of Mismatches and DEM -- 4.5.1 Key Categories -- 4.5.1.1 MSB (4x) transistor mismatch -- 4.5.1.2 Unit (1x) transistor mismatch -- 4.5.1.3 Systematic mismatch between 1x and 4x transistors -- 4.5.2 Simulation-Based Specifications -- 4.5.3 Dynamic Element Matching -- 4.5.4 Measurement Results -- 4.6 Clock Delay Alignment -- 4.6.1 Explanation of the Problem -- 4.6.2 Self-Calibration and Compensation Mechanism -- 4.7 Analysis of Parasitic Coupling -- 4.7.1 Possible Coupling Paths -- 4.7.2 A Novel Method of Characterizing Σ∆ Parasitic Coupling Using Idle-Tones -- 4.7.3 Relationship Between Idle Tones and Σ∆ Parasitic Coupling -- Chapter 5: Simulation and measurement results of the polar transmitter -- 5.1 Simulation Results -- 5.2 Measurement Results -- 5.2.1 Predistortion -- 5.2.2 Transmitter Close-In Performance -- 5.2.3 Transmitter Wideband Noise Performance -- 5.2.4 Performance Comparison -- 5.3 Conclusion -- Chapter 6: Idea of all-digital I/Q modulator -- 6.1 Concept of Digital I/Q Transmitter -- 6.2 Orthogonal Summing Operation of RFDAC -- 6.3 Conclusion -- Chapter 7: Orthogonal summation: A 2x3-bit all-digital I/Q RFDAC…”

Tabla de Contenidos: “…-- Running the Repository Creation Utility to Create Repository Schemas -- Additional Repository Creation Utility Considerations for Linux/Unix and Microsoft Windows 64-Bit Platforms -- Performing a New Installation of Oracle Business Intelligence 11g -- Installation Options -- Using the Simple Install Option -- Using the Enterprise Install - Create New BI System Option -- Using the Software Only Install Option -- Post-Installation Configuration Steps -- Configuring Data Source Connectivity -- Installing Oracle Business Intelligence Client Tools -- Upgrading from Oracle Business Intelligence 10g -- Overview of the Upgrade Process -- Using the Upgrade Assistant -- Post-Upgrade Configuration Tasks…”

Tabla de Contenidos: “…-- Institutional Reform -- What progress has been made regarding the implementation of an effective performance management system, as well as the development annual performance reports? …”