Best Practices in the Use of Hybrid Static-dynamic Signs


Book Description

Static signs are traditionally used to convey messages to the road users. The need to quickly communicate up-to-date messages to the road users has given rise to the increasing use of dynamic message signs (DMS). An alternative to DMS is hybrid signs, which display both static and dynamic messages on a single sign. A hybrid sign consists of a conventional retroreflective static sign that is embedded with one or more relatively small, dynamic, usually light emitting diode (LED) message panels. Potential advantages of hybrid signs over DMS include better legibility, shorter reading time, smaller size, and lower installation, operation, and maintenance costs. This report first provides a comprehensive state-of-the-practice review of existing hybrid sign applications in both the U.S. and around the world. The review focused on several application areas, including speed control, parking guidance, travel time and travel distance information, dynamic rerouting information, and graphical route information. Further, it also identifies the companies that manufacture and market hybrid signs in the U.S. It was found that only a small number of sign manufactures have hybrid sign products for applications other than variable speed limit signs. This report then describes an effort to identify potential hybrid sign applications on both freeways and arterials and evaluate them through a focus group study. A total of ten hybrid sign applications were selected and evaluated in terms of their usefulness, understandability, and preference for different sign designs. In total, ten focus groups involving 150 participants of different age, gender, and ethnic groups were conducted. For each application, the participants' responses were analyzed by age group, gender, and education level, and when applicable, by frequency of using toll roads and public transit service. The participants found parking availability information, arrival time information at bus/train stops, comparative travel times for express lane facilities, drawbridge opening, and travel times on distance signs to be particularly useful. However, bus/train arrival time information and drawbridge opening applications, along with other similar countdown applications, were found to have the following two main limitations: their deployment might create confusion when the dynamic information is not present and the signs could potentially encourage speeding.




Hybrid Vehicles


Book Description

Uncover the Technology behind Hybrids and Make an Intelligent Decision When Purchasing Your Next Vehicle With one billion cars expected to be on the roads of the world in the near future, the potential for war over oil and the negative environmental effects of emissions will be greater than ever before. Now is the time to seriously consider an alte




Vue.js 3 Design Patterns and Best Practices


Book Description

Start or migrate to the new Vue 3 ecosystem, and learn to use Vite, Pinia, Web Workers, and other techniques to develop Single and Progressive Page Applications on solid ground Key Features Learn software engineering best practices and design patterns and apply them effectively to your Vue applications Build both SPAs and PWAs using Web Workers and IndexedDB Develop, test, build, and deploy your Vue 3 applications to a real production server Book DescriptionIf you’re familiar with the progressive Vue framework for creating responsive user interfaces, you’ll be impressed with its latest iteration, Vue 3, which introduces new concepts and approaches design patterns that are uncommon in other libraries or frameworks. By building on your foundational knowledge of Vue 3 and software engineering principles, this book will enable you to evaluate the trade-offs of different approaches to building robust applications. This book covers Vue 3 from the basics, including components and directives, and progressively moves on to more advanced topics such as routing, state management, web workers, and offline storage. Starting with a simple page, you’ll gradually build a fully functional multithreaded, offline, and installable progressive web application. By the time you finish reading this Vue book, not only will you have learned how to build applications, but you’ll also understand how to solve common problems efficiently by applying existing design patterns. With this knowledge, you’ll avoid reinventing the wheel for every project, saving time and creating software that’s adaptable to future changes.What you will learn What is the Vue 3 progressive framework What are software principles and design patterns, how and when to implement them, and the trade-offs to consider Setup your development environment using the new Vite bundler Integrate in your applications state management, routing, multithreading, offline storage, and other resources provided to you by the browser, seldom taken advantage Apply and identify design patterns to solve common problems in the architecture of your web application Best practices for your code, organization, architecture, and user experience implementation Incrementally expand an application with new functionalities without re-writing the whole application each time Who this book is for This book is for Vue.js developers who are passionate about framework design principles and seek to apply commonly found design patterns to their web development projects. This book assumes prior knowledge of JavaScript and a basic understanding of Vue.js, making it an ideal resource for developers looking to expand their existing skillset.




Effective Augmentative and Alternative Communication Practices


Book Description

Effective Augmentative and Alternative Communication Practices provides a user-friendly handbook for any school-based practitioner, whether you are a special education teacher, an augmentative and alternative communication (AAC) consultant, assistive technology consultant, speech language pathologist, or occupational therapist. This highly practical book translates the AAC research into practice and explains the importance of the use of AAC strategies across settings. The handbook also provides school-based practitioners with resources to be used during the assessment, planning, and instructional process.




Symmetry-Adapted Machine Learning for Information Security


Book Description

Symmetry-adapted machine learning has shown encouraging ability to mitigate the security risks in information and communication technology (ICT) systems. It is a subset of artificial intelligence (AI) that relies on the principles of processing future events by learning past events or historical data. The autonomous nature of symmetry-adapted machine learning supports effective data processing and analysis for security detection in ICT systems without the interference of human authorities. Many industries are developing machine-learning-adapted solutions to support security for smart hardware, distributed computing, and the cloud. In our Special Issue book, we focus on the deployment of symmetry-adapted machine learning for information security in various application areas. This security approach can support effective methods to handle the dynamic nature of security attacks by extraction and analysis of data to identify hidden patterns of data. The main topics of this Issue include malware classification, an intrusion detection system, image watermarking, color image watermarking, battlefield target aggregation behavior recognition model, IP camera, Internet of Things (IoT) security, service function chain, indoor positioning system, and crypto-analysis.




Engineering Applications of Neural Networks


Book Description

This book constitutes the refereed proceedings of the 24th International Conference on Engineering Applications of Neural Networks, EANN 2023, held in León, Spain, in June 2023. The 41 revised full papers and 8 revised short papers presented were carefully reviewed and selected from 125 submissions. The papers are organized in topical sections on ​artificial intelligence - computational methods - ethology; classification - filtering - genetic algorithms; complex dynamic networks' optimization/ graph neural networks; convolutional neural networks/spiking neural networks; deep learning modeling; deep/machine learning in engineering; LEARNING (reinforcemet - federated - adversarial - transfer); natural language - recommendation systems.




Dark World


Book Description

Discover the hidden depths of the digital underworld in this comprehensive, interdisciplinary exploration of the dark web. Ideal for security agencies, professionals, counter-terrorism experts, and policymakers alike, this work offers invaluable insights that will enhance understanding and fortify strategies. By shedding particular light on the nuances of the ‘dark market,’ this book provides readers with a detailed understanding of the dark web, encompassing both its sinister underbelly and unexpected potential. This book also uncovers the latest trends and cutting-edge mitigation techniques. From illicit transactions to thriving business ventures, it examines the key domains and sectors that thrive within this clandestine environment. This book consolidates myriad perspectives on security and threats on the dark web.




Flexible Automation and Intelligent Manufacturing: Establishing Bridges for More Sustainable Manufacturing Systems


Book Description

This book reports on cutting-edge research and developments in manufacturing, giving a special emphasis to solutions fostering automation, sustainability and health, safety and well-being at work. Topics cover manufacturing process analysis and optimization, supply chain management, quality control, as well as human factors and logistics. They highlight the role and advantages of intelligent systems and technologies, discussing current best-practices and challenges to cope with in the near future. Based on proceedings of the 32nd edition of the International Conference on Flexible Automation and Intelligent Manufacturing, FAIM 2023, held on June 18–22, 2023, in Porto, Portugal, this second volume of a 2-volume set provides academics and professionals with extensive information on innovative strategies for industrial management in the era of industry 5.0.




Fuzzy Cognitive Maps for Applied Sciences and Engineering


Book Description

Fuzzy Cognitive Maps (FCM) constitute cognitive models in the form of fuzzy directed graphs consisting of two basic elements: the nodes, which basically correspond to “concepts” bearing different states of activation depending on the knowledge they represent, and the “edges” denoting the causal effects that each source node exercises on the receiving concept expressed through weights. Weights take values in the interval [-1,1], which denotes the positive, negative or neutral causal relationship between two concepts. An FCM can be typically obtained through linguistic terms, inherent to fuzzy systems, but with a structure similar to the neural networks, which facilitates data processing, and has capabilities for training and adaptation. During the last 10 years, an exponential growth of published papers in FCMs was followed showing great impact potential. Different FCM structures and learning schemes have been developed, while numerous studies report their use in many contexts with highly successful modeling results. The aim of this book is to fill the existing gap in the literature concerning fundamentals, models, extensions and learning algorithms for FCMs in knowledge engineering. It comprehensively covers the state-of-the-art FCM modeling and learning methods, with algorithms, codes and software tools, and provides a set of applications that demonstrate their various usages in applied sciences and engineering.




Risk Detection and Cyber Security for the Success of Contemporary Computing


Book Description

With the rapid evolution of technology, identifying new risks is a constantly moving target. The metaverse is a virtual space that is interconnected with cloud computing and with companies, organizations, and even countries investing in virtual real estate. The questions of what new risks will become evident in these virtual worlds and in augmented reality and what real-world impacts they will have in an ever-expanding internet of things (IoT) need to be answered. Within continually connected societies that require uninterrupted functionality, cyber security is vital, and the ability to detect potential risks and ensure the security of computing systems is crucial to their effective use and success. Proper utilization of the latest technological advancements can help in developing more efficient techniques to prevent cyber threats and enhance cybersecurity. Risk Detection and Cyber Security for the Success of Contemporary Computing presents the newest findings with technological advances that can be utilized for more effective prevention techniques to protect against cyber threats. This book is led by editors of best-selling and highly indexed publications, and together they have over two decades of experience in computer science and engineering. Featuring extensive coverage on authentication techniques, cloud security, and mobile robotics, this book is ideally designed for students, researchers, scientists, and engineers seeking current research on methods, models, and implementation of optimized security in digital contexts.