“…Technical topics discussed in this book include:Modern ADAS development platforms;Design space exploration;Driving modelling;Video-based and Radar-based ADAS functions;HMI for ADAS;Vehicle-hardware-in-the-loop validation systems…”

“…If you're a fledgling data scientist with only cursory statistical training and little experience with real world data sets, you may feel like you're stumbling around in the dark when you're asked to interpret and present data to decision makers. How do you validate the data? What analytic model should you use? …”

“…From here, we move on to controllers, views, validations, Spring Tag libraries, and more. Finally, we integrate it all together to develop a web application. …”

“…In this course–number four in Levy’s five part series on UX strategy–Levy gives detailed practical instruction on how to conduct guerilla user research that is low cost, quick to provide user feedback, and most importantly, accurate in terms of its ability to validate–or invalidate–your product’s value proposition. …”

“…The complete vCAT printed reference: knowledge, tools, and validated designs for building high-value vCloud® solutions The vCloud Architecture Toolkit (vCAT) brings together validated designs, tools, and knowledge for architecting, implementing, operating, and consuming modern vCloud infrastructure based on the Software Defined Data Center (SDDC). vCAT has already helped hundreds of VMware customers succeed with vCloud. …”

“…It serves as a guide for how to communicate effectively during extreme crises and provides advice based upon experimental research that validates the effectiveness of the crisis communication interventions. …”

“…This book tests and validates a methodology for the combined exploration of the product and process of CASI. …”

Tabla de Contenidos: “…-- 7.2 Creating your own file formats for data storage -- 7.2.1 Writing data to disk with serde and the bincode format -- 7.3 Implementing a hexdump clone -- 7.4 File operations in Rust -- 7.4.1 Opening a file in Rust and controlling its file mode -- 7.4.2 Interacting with the filesystem in a type-safe manner with std::fs::Path -- 7.5 Implementing a key-value store with a log-structured, append-only storage architecture -- 7.5.1 The key-value model -- 7.5.2 Introducing actionkv v1: An in-memory key-value store with a command-line interface -- 7.6 Actionkv v1: The front-end code -- 7.6.1 Tailoring what is compiled with conditional compilation -- 7.7 Understanding the core of actionkv: The libactionkv crate -- 7.7.1 Initializing the ActionKV struct -- 7.7.2 Processing an individual record -- 7.7.3 Writing multi-byte binary data to disk in a guaranteed byte order -- 7.7.4 Validating I/O errors with checksums -- 7.7.5 Inserting a new key-value pair into an existing database -- 7.7.6 The full code listing for actionkv -- 7.7.7 Working with keys and values with HashMap and BTreeMap -- 7.7.8 Creating a HashMap and populating it with values -- 7.7.9 Retrieving values from HashMap and BTreeMap -- 7.7.10 How to decide between HashMap and BTreeMap -- 7.7.11 Adding a database index to actionkv v2.0 -- Summary -- 8 Networking -- 8.1 All of networking in seven paragraphs -- 8.2 Generating an HTTP GET request with reqwest -- 8.3 Trait objects -- 8.3.1 What do trait objects enable? …”

Tabla de Contenidos: “…6.3.1 Onsite sanitation modelling: formulation of objectives -- 6.3.2 Onsite sanitation modelling: process description -- 6.3.2.1 Portable toilets -- 6.3.2.2 Single pit latrines -- 6.3.2.3 Septic tanks -- 6.3.3 Onsite sanitation modelling: data collection and verification -- 6.3.4 Onsite sanitation modelling: model structure -- 6.3.4.1 Model structure of commonly used onsite sanitation systems -- 6.3.4.2 Model structures of other sanitation systems -- 6.3.5 Onsite sanitation modelling: characterisation of flows -- 6.3.6 Onsite sanitation modelling: calibration and validation -- 6.3.7 Onsite sanitation modelling: detailed characterisation -- 6.3.7.1 Faecal sludge characterisation and fractionation -- 6.3.7.2 Inhibition and toxicity -- 6.3.7.3 Pathogen inactivation -- 6.3.8 Modelling applications, benefits and challenges -- 6.4 OUTLOOK -- REFERENCES -- 7. …”

Tabla de Contenidos: “…. -- Conclusions -- Notes -- Annexe 2.A - Validation des estimations de la pauvreté établies à partir des données du PCM -- Tableau 2.A.1. …”

Tabla de Contenidos: “…2.8.4 Instrument Engineering -- 2.8.5 Software Engineering -- 2.8.6 Civil/Structural Engineering and Architects -- 2.8.7 Installation, Commissioning, and Validation -- 2.8.8 Procurement and Inspection -- 2.8.9 Process Engineering -- 2.9 Liaison Outside the Design Team -- 2.9.1 Regulatory Authorities -- 2.9.1.1 Planning -- 2.9.1.2 Health and Safety -- 2.9.1.3 Pollution -- 2.9.2 Emergency Services -- 2.9.3 Transport -- 2.9.4 Quality Assurance -- 2.9.5 Publicity and the Press -- 2.9.6 Insurance -- 2.9.7 Equipment Suppliers -- 2.9.8 Raw Material Suppliers and Product End Users -- 2.9.9 Utility Suppliers -- 2.9.10 Waste Disposal Facility Suppliers -- 2.9.11 Construction Companies -- 2.9.12 Commissioning Team -- 2.9.13 Operating and Maintenance Personnel -- 2.10 Relation of Layout to Other Activities -- 2.11 Layout and Project Planning Control -- 3 Site Layout Principles -- 3.1 General -- 3.2 Abbreviations/Legislation, Standards and Codes of Practice/Terminology -- 3.2.1 Abbreviations -- 3.2.2 Standards and Codes -- 3.2.2.1 International Standards -- 3.2.2.2 European Legislation and Standards -- 3.2.2.3 British Legislation and Standards -- 3.2.2.4 US Standards -- 3.2.2.5 Terminology -- 3.3 Design Considerations -- 3.4 Segregation -- 3.5 Emergencies -- 3.5.1 Access -- 3.5.2 Control -- 3.5.3 Water -- 3.6 Central Facilities -- 3.7 Pollution Abatement -- 3.7.1 Solids -- 3.7.2 Liquid -- 3.7.3 Gas -- 3.8 Transportation -- 3.9 Security -- 3.10 Environmental Aspects -- 3.11 Geographical Factors -- 3.12 Site Selection -- Further Reading -- 4 Plot Layout Principles -- 4.1 General -- 4.2 Abbreviations/Standards and Codes/Terminology -- 4.2.1 Abbreviations -- 4.2.2 Standards and Codes -- 4.2.2.1 International Standards -- 4.2.2.2 European Legislation and Standards -- 4.2.2.3 British Legislation and Standards -- 4.2.2.4 US Standards -- 4.2.3 Terminology…”

Tabla de Contenidos: “…Front Cover -- Software Engineering for Embedded Systems -- Copyright -- Contents -- Contributors -- Acknowledgments -- 1 Software Engineering for Embedded and Real-Time Systems -- 1 Software Engineering -- 2 Embedded Systems -- 2.1 Embedded Systems Are Reactive Systems -- 3 Real-Time Systems -- 3.1 Types of Real-Time Systems-Soft and Hard -- 3.2 Differences Between Real-Time and Time-Shared Systems -- 4 Example of a Hard Real-Time System -- 4.1 Based on Signal Sample, Time to Perform Actions Before Next Sample Arrives -- 4.2 Hard Real-Time Systems -- 5 Real-Time Event Characteristics -- 5.1 Real-Time Event Categories -- 5.2 Efficient Execution and the Execution Environment -- 5.2.1 Efficiency Overview -- 5.2.2 Resource Management -- 6 Challenges in Real-Time System Design -- 6.1 Response Time -- 6.2 Recovering From Failures -- 7 The Embedded System's Software Build Process -- 8 Distributed and Multiprocessor Architectures -- 9 Software for Embedded Systems -- 9.1 Super Loop Architecture -- 9.2 Power-Saving Super Loop -- 9.3 Window Lift Embedded Design -- 10 Hardware Abstraction Layers for Embedded Systems -- 2 Software Development Process -- 1 Getting Started -- 1.1 Project Planning -- 1.2 Risk Management -- 1.3 Kicking Off the Project -- 2 Requirements -- 2.1 User Requirements -- 2.2 System Requirements -- 3 Architecture -- 3.1 Safety-Critical Elements -- 3.2 Operating Performance -- 3.3 Security -- 3.4 Reliability and Availability -- 4 Design -- 4.1 Object-Oriented Programming -- 4.1.1 System Context -- 4.1.2 Class Identification -- 4.1.3 Design Modeling -- 4.2 Real-Time Design -- 5 Implementation -- 6 Testing -- 6.1 Validation and Verification -- 6.2 Integration Testing -- 6.3 Release Testing -- 6.4 Performance Testing -- 7 Rolling It Together: Agile Development…”

Tabla de Contenidos: “…Retrieving coordinates -- 6.3.7. Checking geometry validity -- 6.3.8. Number of points that defines a geometry -- 6.4. …”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright -- Contents -- Biography -- List of Contributors -- Chapter 1 Artificial Intelligence and Cybersecurity: Tale of Healthcare Applications -- 1.1 Introduction -- 1.2 A Brief History of AI -- 1.3 AI in Healthcare -- 1.4 Morality and Ethical Association of AI in Healthcare -- 1.5 Cybersecurity, AI, and Healthcare -- 1.6 Future of AI and Healthcare -- 1.7 Conclusion -- References -- Chapter 2 Data Analytics for Smart Cities: Challenges and Promises -- 2.1 Introduction -- 2.2 Role of Machine Learning in Smart Cities -- 2.3 Smart Cities Data Analytics Framework -- 2.3.1 Data Capturing -- 2.3.2 Data Analysis -- 2.3.2.1 Big Data Algorithms and Challenges -- 2.3.2.2 Machine Learning Process and Challenges -- 2.3.2.3 Deep Learning Process and Challenges -- 2.3.2.4 Learning Process and Emerging New Type of Data Problems -- 2.3.3 Decision‐Making Problems in Smart Cities -- 2.3.3.1 Traffic Decision‐Making System -- 2.3.3.2 Safe and Smart Environment -- 2.4 Conclusion -- References -- Chapter 3 Embodied AI‐Driven Operation of Smart Cities: A Concise Review -- 3.1 Introduction -- 3.2 Rise of the Embodied AI -- 3.3 Breakdown of Embodied AI -- 3.3.1 Language Grounding -- 3.3.2 Language Plus Vision -- 3.3.3 Embodied Visual Recognition -- 3.3.4 Embodied Question Answering -- 3.3.5 Interactive Question Answering -- 3.3.6 Multi‐agent Systems -- 3.4 Simulators -- 3.4.1 MINOS -- 3.4.2 Habitat -- 3.5 Future of Embodied AI -- 3.5.1 Higher Intelligence -- 3.5.2 Evolution -- 3.6 Conclusion -- References -- Chapter 4 Analysis of Different Regression Techniques for Battery Capacity Prediction -- 4.1 Introduction -- 4.2 Data Preparation -- 4.2.1 Dataset -- 4.2.2 Feature Extraction -- 4.2.3 Noise Addition -- 4.3 Experiment Design and Machine Learning Algorithms -- 4.4 Result and Analysis -- 4.5 Threats to Validity -- 4.6 Conclusions…”

Tabla de Contenidos: “…3.3.2.4 Document-level sentiment analysis -- 3.3.3 Steps to perform dimensional sentiment analysis -- 3.4 Open issues and challenges in dimensional sentiment analysis -- 3.5 Future directions -- 3.6 Conclusion -- References -- 4 A model of time in natural linguistic reasoning -- 4.1 Introduction -- 4.2 Human biology of time -- 4.2.1 Working hypotheses for time management -- 4.2.2 Criteria for validity -- 4.2.3 Materials and methods -- 4.2.4 Biological foundations of time in human mind -- 4.2.4.1 Animal encephalon structures involved -- 4.2.4.2 Nuclei functioning as a storage of information -- 4.2.4.3 Nuclei functioning as a time device -- 4.2.4.4 Time perception and its alterations -- 4.3 Evidence of timelines in the brain: time in linguistic reasoning -- 4.4 Some clues and tests -- 4.4.1 A device to model timelines -- 4.4.2 A use case to test timelines -- 4.4.3 Modeling the use case with NNR4 -- 4.4.3.1 First rule: timelessness out of C -- 4.4.3.2 Second rule: cycles of use case timelines -- 4.4.3.3 Third rule: poles in c according to timelines -- 4.4.3.4 Fourth rule: the physical expression of timelines -- 4.5 Conclusions and future work -- References -- 5 Hate speech detection using LSTM and explanation by LIME (local interpretable model-agnostic explanations) -- 5.1 Introduction -- 5.2 Bag of words -- 5.2.1 Limitations of the Bag of Words -- 5.2.2 Advantages of the Bag of Words -- 5.3 Term frequency-inverse document frequency -- 5.3.1 Why is TF-IDF? …”

Tabla de Contenidos: “…Installation and configuration - Java Edition -- 4.1 Installation overview -- 4.1.1 Machine topologies -- 4.2 Installation -- 4.2.1 Installation prerequisites -- 4.2.2 Installing Lotus Workplace Web Content Management -- 4.2.3 Pre-deployment steps -- 4.2.4 Deploying the Web module -- 4.2.5 Copy and setup -- 4.2.6 Final steps -- 4.2.7 Installation troubleshooting -- 4.2.8 E-mail configuration -- 4.3 Advanced configuration -- 4.3.1 Setting up IBM DB2 Universal DatabaseTM as the repository -- 4.3.2 Configuring resources -- 4.3.3 Setting up syndication -- 4.3.4 Pre-rendering configuration -- 4.4 LDAP integration and configuration -- 4.4.1 Overview of LDAP integration -- 4.4.2 Prerequisites for LDAP integration -- 4.4.3 LDAP integration process -- 4.4.4 Preparation and installation -- 4.4.5 Configuration -- 4.4.6 LDAP testing and validation -- 4.4.7 Groups and categories -- 4.5 Content portlet configuration in WebSphere Portal -- 4.5.1 WebSphere Portal access setup -- 4.5.2 Portlet application installation and setup -- 4.5.3 Portlet configuration -- 4.5.4 Troubleshooting -- 4.5.5 Portal search configuration -- 4.5.6 Content portlet configuration in Lotus Workplace…”

Tabla de Contenidos: “…TotalStorage Productivity Center for Disk use -- 6.1 Performance Manager GUI -- 6.2 Exploiting Performance Manager -- 6.2.1 Performance Manager data collection -- 6.2.2 Using IBM Director Scheduler function -- 6.2.3 Reviewing Data collection task status -- 6.2.4 Managing Performance Manager Database -- 6.2.5 Performance Manager gauges -- 6.2.6 ESS thresholds -- 6.2.7 Data collection for SAN Volume Controller -- 6.2.8 SAN Volume Controller thresholds -- 6.3 Exploiting gauges -- 6.3.1 Before you begin -- 6.3.2 Creating gauges example -- 6.3.3 Zooming in on the specific time period -- 6.3.4 Modify gauge to view array level metrics -- 6.3.5 Modify gauge to review multiple metrics in same chart -- 6.4 Performance Manager command line interface -- 6.4.1 Performance Manager CLI commands -- 6.4.2 Sample command outputs -- 6.5 Volume Performance Advisor (VPA) -- 6.5.1 VPA introduction -- 6.5.2 The provisioning challenge -- 6.5.3 Workload characterization and workload profiles -- 6.5.4 Workload profile values -- 6.5.5 How the Volume Performance Advisor makes decisions -- 6.5.6 Enabling the Trace Logging for Director GUI Interface -- 6.6 Getting started -- 6.6.1 Workload profiles -- 6.6.2 Using VPA with predefined Workload profile -- 6.6.3 Launching VPA tool -- 6.6.4 ESS User Validation -- 6.6.5 Configuring VPA settings for the ESS diskspace request -- 6.6.6 Choosing Workload Profile -- 6.6.7 Choosing candidate locations -- 6.6.8 Verify settings for VPA -- 6.6.9 Approve recommendations -- 6.6.10 VPA loopback after Implement Recommendations selected -- 6.7 Creating and managing Workload Profiles -- 6.7.1 Choosing Workload Profiles…”

Tabla de Contenidos: “…12.3.2 Feedback Linearization -- 12.3.3 Pre-Distortion Linearization -- 12.4 Example of Analog Pre-Distortion-Based Class EFJ Power Amplifier -- Conclusion and Future Scope -- References -- Chapter 13 Design of Control Circuit for Mitigation of Shadow Effect in Solar Photovoltaic System -- 13.1 Introduction -- 13.2 Proposed Methodology -- 13.3 Results and Discussion -- 13.4 Conclusion -- Acknowledgement -- References -- Part IV: RF Circuit Modeling -- Chapter 14 HBT High-Frequency Modeling and Integrated Parameter Extraction -- 14.1 HBT High-Frequency Modeling and Integrated Parameter Extraction -- 14.2 High-Frequency HBT Modeling -- 14.2.1 DC and Small Signal Models -- 14.2.2 Linearized T-Model -- 14.2.3 Linearized Hybrid ð model -- 14.3 Integrated Parameters Extraction -- 14.3.1 Formulation of Integrated Parameter Extraction -- 14.3.2 Optimization of Model -- 14.4 Noise Model Validation -- 14.5 Parameters Extraction of an HBT Model -- Acknowledgement -- References -- Chapter 15 Non-Linear Microwave Circuit Design Using Multi-Harmonic Load-Pull Simulation Technique -- 15.1 Introduction -- 15.2 Multi-Harmonic Load-Pull Simulation Using Harmonic Balance -- 15.2.1 Formulation of Multi-Harmonic Load-Pull Simulation -- 15.2.2 Systematic Design Procedure -- 15.3 Application of Multiharmonic Load-Pull Simulation -- 15.3.1 Narrowband Power Amplifier Design -- 15.3.2 Frequency Doubler Design -- References -- Chapter 16 Microwave RF Designing Concepts and Technology -- 16.1 Introduction -- 16.1.1 Gain -- 16.1.2 Noise -- 16.1.3 Non Linearity -- 16.1.4 Sensitivity -- 16.2 Microwave RF Device Technology and Characterization -- 16.2.1 Characterization and Modeling -- 16.2.2 Modeling -- 16.2.3 Cut-Off Frequency -- 16.2.4 Maximum Oscillation Frequency -- 16.2.5 Input Limited Frequency -- 16.2.6 Output Limited Frequency -- 16.2.7 Maximum Available Frequency…”

Tabla de Contenidos: “…Introduction -- 1.1 Book organization -- 1.2 The test scenario -- Part 1 System planning -- Chapter 2. Validate hardware and software configuration -- 2.1 Key concepts you should study -- 2.2 Hardware -- 2.2.1 Overview of the available frames -- 2.2.2 Tall frames -- 2.2.3 Short frames -- 2.2.4 SP Switch frames -- 2.2.5 Power supplies -- 2.2.6 Hardware control and supervision -- 2.3 Cluster 1600 nodes -- 2.3.1 Internal nodes -- 2.3.2 External nodes -- 2.3.3 POWER4TM technology -- 2.4 Dependent nodes -- 2.4.1 SP Switch Router -- 2.4.2 SP Switch Router attachment -- 2.5 Control workstation -- 2.5.1 Supported control workstations -- 2.5.2 Control workstation minimum hardware requirements -- 2.5.3 High Availability Control Workstation -- 2.6 Hardware Management Console (HMC) -- 2.7 Cluster 1600 feature codes -- 2.8 Boot/install server requirements -- 2.9 SP Switch and SP Switch2 communication network -- 2.9.1 Adapter placements for SP Switch and SP Switch2 adapters -- 2.9.2 SP Switch hardware components -- 2.9.3 SP Switch networking fundamentals -- 2.9.4 SP Switch network products -- 2.10 Peripheral devices -- 2.11 Network connectivity adapters -- 2.12 Space requirements -- 2.13 Software requirements -- 2.14 System partitioning with the SP Switch -- 2.15 Cluster 1600 configuration rules -- 2.15.1 Short frame configurations -- 2.15.2 Tall frame configurations -- 2.16 Numbering rules -- 2.16.1 The frame numbering rule -- 2.16.2 The slot numbering rule -- 2.16.3 The node numbering rule -- 2.16.4 The switch port numbering rule -- 2.17 Sample questions -- 2.18 Exercises -- Chapter 3. …”

Tabla de Contenidos: “…Post-migration steps -- 7.1 Setting up aliases -- 7.2 Migrating custom code -- 7.2.1 Access control -- 7.2.2 Command parameter validation -- 7.2.3 User registration -- 7.2.4 Logon command -- 7.2.5 Calculation usage framework -- 7.2.6 Configuration and code changes for migrated EJBs -- 7.2.7 J2EE Connector Architecture -- 7.2.8 Pricing -- 7.2.9 Product Advisor -- 7.2.10 Rule server administration commands -- 7.2.11 JSP and property file changes -- Part 3 Production environment -- Chapter 8. …”