Tabla de Contenidos: “…8.4 Overview of Electric Vehicle Cyber-Physical System -- 8.5 Discussion -- 8.5.1 Vehicle Charging Security Issues -- 8.6 Electric Vehicles (EV) Security Challenges -- 8.6.1 Battery and BMS -- 8.7 Conclusion -- 8.8 Future Work -- References -- Chapter 9 Autonomous Shipping: Security Issues and Challenges -- 9.1 Introduction -- 9.2 Literature Review -- 9.3 Evaluation of Autonomous Shipping -- 9.3.1 Overview of Data Transmission -- 9.3.2 Security Issues and Challenges in Data Transmission -- 9.4 Evaluation of the IoT in Autonomous Shipping -- 9.5 Overview of Cybersecurity in Automation Ship -- 9.6 Cybersecurity Challenges in Automation Ship -- 9.7 Discussion -- 9.8 Conclusion -- 9.9 Future Work -- References -- Chapter 10 IoT-Based Smart Transportation Industry: Security Challenges -- 10.1 Introduction -- 10.2 Literature Review -- 10.3 Evaluation of IoT in the Transportation System -- 10.4 IoT Security Issues and Challenges -- 10.5 Evaluation of IoT Application in Transportation -- 10.6 Discussion -- 10.7 Conclusion -- 10.8 Future Work -- References -- Index -- Also of Interest -- EULA…”

Tabla de Contenidos: “….; 1.2.4. Metabolismo industrial.; 1.2.5. Diagrama de bloques.; 1.3. Efi ciencia, efi cacia, efectividad y productividad; 1.3.1. …”

Tabla de Contenidos: “…3.4.2 Google Analytics Testing -- 3.4.3 Structured Data Testing -- 3.4.4 SEO Implementation -- 3.4.5 Google Analytics Implementation -- 3.4.6 Google Data Studio Implementation -- 3.4.7 Tableau Implementation -- 3.5 Result -- 3.6 Conclusion and Future Work -- References -- Chapter 4 The Need for XAI: Challenges and Its Applications -- 4.1 Introduction -- 4.2 Literature Review -- 4.3 The Need for Exploring XAI -- 4.3.1 Explain to Justify -- 4.3.2 Explain to Control -- 4.3.3 Explain to Improve -- 4.3.4 Explain to Discover -- 4.3.5 Challenges in XAI -- 4.4 Scope of Explanation -- 4.4.1 Local Explanation -- 4.4.2 Global Explanations -- 4.5 Differences in Research Methodology -- 4.5.1 Perturbation Based -- 4.5.2 Backpropagation- or Gradient-Based -- 4.5.3 XAI Applications -- 4.6 Conclusion -- References -- Chapter 5 Why Law Firms Need to Embrace Artificial Intelligence to Transform the Indian Legal Industry -- 5.1 Introduction -- 5.1.1 Research Methodology -- 5.1.2 Research Objectives -- 5.2 What Is Artificial Intelligence? …”

Tabla de Contenidos: “…3.3 Conceptual Model of Smart Grid -- 3.4 Building Computerization -- 3.4.1 Smart Lighting -- 3.4.2 Smart Parking -- 3.4.3 Smart Buildings -- 3.4.4 Smart Grid -- 3.4.5 Integration IoT in SG -- 3.5 Challenges and Solutions -- 3.6 Conclusions -- References -- 4 Industrial Automation (IIoT) 4.0: An Insight Into Safety Management -- 4.1 Introduction -- 4.1.1 Fundamental Terms in IIoT -- 4.1.1.1 Cloud Computing -- 4.1.1.2 Big Data Analytics -- 4.1.1.3 Fog/Edge Computing -- 4.1.1.4 Internet of Things -- 4.1.1.5 Cyber-Physical-System -- 4.1.1.6 Artificial Intelligence -- 4.1.1.7 Machine Learning -- 4.1.1.8 Machine-to-Machine Communication -- 4.1.2 Intelligent Analytics -- 4.1.3 Predictive Maintenance -- 4.1.4 Disaster Predication and Safety Management -- 4.1.4.1 Natural Disasters -- 4.1.4.2 Disaster Lifecycle -- 4.1.4.3 Disaster Predication -- 4.1.4.4 Safety Management -- 4.1.5 Optimization -- 4.2 Existing Technology and Its Review -- 4.2.1 Survey on Predictive Analysis in Natural Disasters -- 4.2.2 Survey on Safety Management and Recovery -- 4.2.3 Survey on Optimizing Solutions in Natural Disasters -- 4.3 Research Limitation -- 4.3.1 Forward-Looking Strategic Vision (FVS) -- 4.3.2 Availability of Data -- 4.3.3 Load Balancing -- 4.3.4 Energy Saving and Optimization -- 4.3.5 Cost Benefit Analysis -- 4.3.6 Misguidance of Analysis -- 4.4 Finding -- 4.4.1 Data Driven Reasoning -- 4.4.2 Cognitive Ability -- 4.4.3 Edge Intelligence -- 4.4.4 Effect of ML Algorithms and Optimization -- 4.4.5 Security -- 4.5 Conclusion and Future Research -- 4.5.1 Conclusion -- 4.5.2 Future Research -- References -- 5 An Industrial Perspective on Restructured Power Systems Using Soft Computing Techniques -- 5.1 Introduction -- 5.2 Fuzzy Logic -- 5.2.1 Fuzzy Sets -- 5.2.2 Fuzzy Logic Basics -- 5.2.3 Fuzzy Logic and Power System -- 5.2.4 Fuzzy Logic-Automatic Generation Control…”

Tabla de Contenidos: “…Cover -- Half Title -- Series Page -- Title Page -- Copyright Page -- Dedication -- Acknowledgement -- Table of Contents -- Preface -- List of Figures -- List of Tables -- List of Contributors -- Chapter 1: Benchmarking Neuromorphic Computing for Inference -- 1.1: Introduction -- 1.2: State of the art in Benchmarking -- 1.2.1: Machine Learning -- 1.2.2: Hardware -- 1.3: Guidelines -- 1.3.1: Fair and Unfair Benchmarking -- 1.3.2: Combined KPIs and Approaches for Benchmarking -- 1.3.3: Outlook : Use-case Based Benchmarking -- 1.4: Conclusion -- References -- Chapter 2: Benchmarking the Epiphany Processor as a Reference Neuromorphic Architecture -- 2.1: Introduction and Background -- 2.2: Comparison with a Few Well-Known Digital Neuromorphic Platforms -- 2.3: Major Challenges in Neuromorphic Architectures -- 2.3.1: Memory Allocation -- 2.3.2: Efficient Communication -- 2.3.3: Mapping SNN onto Hardware -- 2.3.4: On-chip Learning -- 2.3.5: Idle Power Consumption -- 2.4: Measurements from Epiphany -- 2.5: Conclusion -- References -- Chapter 3: Temporal Delta Layer: Exploiting Temporal Sparsity in Deep Neural Networks for Time-Series Data -- 3.1: Introduction -- 3.2: Related Works -- 3.3: Methodology -- 3.3.1: Delta Inference -- 3.3.2: Sparsity Induction Using Activation Quantization -- 3.3.2.1: Fixed Point Quantization -- 3.3.2.2: Learned Step-Size Quantization -- 3.3.3: Sparsity Penalty -- 3.4: Experiments and Results -- 3.4.1: Baseline -- 3.4.2: Experiments -- 3.4.3: Result Analysis -- 3.5: Conclusion -- References -- Chapter 4: An End-to-End AI-based Automated Process for Semiconductor Device Parameter Extraction -- 4.1: Introduction -- 4.2: Semantic Segmentation -- 4.2.1: Proof of Concept and Architecture Overview -- 4.2.2: Implementation Details and Result Overview -- 4.3: Parameter Extraction -- 4.4: Conclusion -- 4.5: Future Work -- References…”

Tabla de Contenidos: “…Chapter 34: STATE AND LOCAL GOVERNMENT ACCOUNTING34.1 INTRODUCTION; 34.2 THE NATURE AND ORGANIZATION OF STATE AND LOCAL GOVERNMENT ACTIVITIES; 34.3 SOURCE OF ACCOUNTING PRINCIPLES FOR STATE AND LOCAL GOVERNMENT ACCOUNTING; 34.4 GOVERNMENTAL ACCOUNTING PRINCIPLES AND PRACTICES; 34.5 MANAGEMENT DISCUSSION AND ANALYSIS; 34.6 GOVERNMENT-WIDE FINANCIAL STATEMENTS; 34.7 DISCLOSURE REQUIREMENTS; 34.8 REPORTING COMPONENT UNITS; 34.9 REQUIRED SUPPLEMENTARY INFORMATION OTHER THAN MANAGEMENT'S DISCUSSION AND ANALYSIS; 34.10 BASIC FINANCIAL STATEMENTS REQUIRED FOR SPECIAL-PURPOSE GOVERNMENTS…”

Tabla de Contenidos: “…Chapter 3 Artificial Intelligence and Financial Risk Mitigation -- 3.1 Introduction -- 3.2 Artificial Intelligence, Financial Sector, and Risk Mitigation -- 3.2.1 AI and Financial Risk Detection Processes -- 3.2.2 AI and Financial Risk Recognition Techniques -- 3.2.2.1 Risk Assessment and Prediction -- 3.2.2.2 Fraud Detection and Anticipation -- 3.2.2.3 Risk Modeling and Stress Testing -- 3.2.2.4 Portfolio Optimization and Asset Allocation -- 3.2.2.5 Regulatory Compliance -- 3.2.2.6 Cybersecurity and Data Privacy -- 3.2.2.7 Chatbots and Customer Service -- 3.2.2.8 Loan Underwriting and Processing -- 3.3 Financial Risks and AI Mitigation Practices -- 3.3.1 Credit Risk and Artificial Intelligence -- 3.3.2 Market Risk and Artificial Intelligence -- 3.3.3 Liquidity Risk and Artificial Intelligence -- 3.3.4 Operation Risk and Artificial Intelligence -- 3.3.5 Compliance Risk and Artificial Intelligence -- 3.4 AI and Financial Risk Mitigation Procedures -- 3.4.1 Identification and Assessment of Risks -- 3.4.2 Risk Prioritization -- 3.4.3 Developing Risk Mitigation Policies -- 3.4.4 Implementation of Risk Control Policies -- 3.4.5 Monitor and Evaluate Risk Mitigation Procedures -- 3.4.6 Testing and Validation -- 3.4.7 Continuously Improving the Risk Mitigation Process -- 3.5 Conclusion -- References -- Chapter 4 Artificial Intelligence Adoption in the Indian Banking and Financial Industry: Current Status and Future Opportunities -- 4.1 Introduction -- 4.2 Literature Review -- 4.2.1 Introduction to AI -- 4.2.2 Applications of Artificial Intelligence -- 4.2.2.1 AI Applications in e-Commerce -- 4.2.2.2 Applications of AI in Education -- 4.2.2.3 AI Applications in Agriculture -- 4.2.2.4 Artificial Intelligence in the Banking and Financial Industry -- 4.2.2.5 Utilization of AI in the Indian Banking and Financial Industry -- 4.3 Research Methodology…”

Tabla de Contenidos: “…3.1.2 Sources and Quality of Data3.1.3 Measurement Level and Types of Data; 3.1.4 Measures of Magnitude and Dispersion; 3.1.5 Data Distributions; 3.2 Data Partition: Random Samples for Training, Testing and Validation; 3.3 Types of Business Information Systems; 3.3.1 Operational Systems Supporting Business Processes; 3.3.2 Analysis-Based Information Systems; 3.3.3 Importance of Information; 3.4 Data Warehouses; 3.4.1 Topic Orientation; 3.4.2 Logical Integration and Homogenisation; 3.4.3 Reference Period; 3.4.4 Low Volatility; 3.4.5 Using the Data Warehouse…”