- Table View
- List View
The Art of Commitment Pacing: Engineering Allocations to Private Capital (The Wiley Finance Series)
by Thomas MeyerAdvanced guidance for institutional investors, academics, and researchers on how to manage a portfolio of private capital funds The Art of Commitment Pacing: Engineering Allocations to Private Capital provides a much-needed analysis of the issues that face investors as they incorporate closed ended-funds targeting illiquid private assets (such as private equity, private debt, infrastructure, real estate) into their portfolios. These private capital funds, once considered "alternative" and viewed as experimental, are becoming an increasingly standard component of institutional asset allocations. However, many investors still follow management approaches that remain anchored in the portfolio theory for liquid assets but that often lead to disappointing results when applied to portfolios of private capital funds where practically investors remain committed over nearly a decade. When planning for such commitments, investment managers and researchers are faced with practical questions such as: How to measure and control the real exposure to private assets? How to forecast cash-flows for commitments to private capital funds? What ranges for their returns and lifetime are realistic, and how can the investor’s skill be factored in? Over which dimensions should a portfolio be diversified and how much diversification is enough? How can the impact of co-investments or secondaries be modelled? How to design pacing plans that lead to resilient and efficient portfolios? What stress scenarios should be considered and how can they be applied? These are just examples of the many questions for which answers are provided. The Art of Commitment Pacing describes established and new methodologies for building up and controlling allocations to such investments. This book offers a systematic approach for building up and controlling allocations to such investments. The Art of Commitment Pacing is a valuable addition to the libraries of investment managers, as well as portfolio and risk managers involved in institutional investment. The book will also be of interest to advanced students of finance, researchers, and other practitioners who require a detailed understanding of forecasting and portfolio management methodologies.
The Art of Immutable Architecture: Theory and Practice of Data Management in Distributed Systems
by Michael L. PerryThis book teaches you how to evaluate a distributed system from the perspective of immutable objects. You will understand the problems in existing designs, know how to make small modifications to correct those problems, and learn to apply the principles of immutable architecture to your tools.Most software components focus on the state of objects. They store the current state of a row in a relational database. They track changes to state over time, making several basic assumptions: there is a single latest version of each object, the state of an object changes sequentially, and a system of record exists.This is a challenge when it comes to building distributed systems. Whether dealing with autonomous microservices or disconnected mobile apps, many of the problems we try to solve come down to synchronizing an ever-changing state between isolated components. Distributed systems would be a lot easier to build if objects could not change.After reading The Art of Immutable Architecture, you will come away with an understanding of the benefits of using immutable objects in your own distributed systems. You will learn a set of rules for identifying and exchanging immutable objects, and see a collection of useful theorems that emerges and ensures that the distributed systems you build are eventually consistent. Using patterns, you will find where the truth converges, see how changes are associative, rather than sequential, and come to feel comfortable understanding that there is no longer a single source of truth. Practical hands-on examples reinforce how to build software using the described patterns, techniques, and tools. By the end of the book, you will possess the language and resources needed to analyze and construct distributed systems with confidence. The assumptions of the past were sufficient for building single-user, single-computer systems. But aswe expand to multiple devices, shared experiences, and cloud computing, they work against us. It is time for a new set of assumptions. Start with immutable objects, and build better distributed systems.What You Will LearnEvaluate a distributed system from the perspective of immutable objects Recognize the problems in existing designs, and make small modifications to correct them Start a new system from scratch, applying patternsApply the principles of immutable architecture to your tools, including SQL databases, message queues, and the network protocols that you already use Discover new tools that natively apply these principles Who This Book Is ForSoftware architects and senior developers. It contains examples in SQL and languages such as JavaScript and C#. Past experience with distributed computing, data modeling, or business analysis is helpful.
The Art of Remembering: Urban Memories, Architecture and Agencies in Contemporary China
by Hua Li Jing Xie Yat Ming Loo Eugenio MangiFocusing on the non-Western context and case studies, this book explores theories of interdisciplinary architectural thinking and the construction of urban memory in Chinese cities, with an emphasis on contemporary architecture and the diversity of agencies.China has undergone one of the fastest urbanisation and urban renewal processes in human history, but discussions of urban memory in China have tended to be practice-oriented and lack theoretical reflection. This book brings together interdisciplinary architectural scholarship to interrogate the production of urban memory and examine experiences in China. The 14 chapters explore different processes, projects, materials, architecture and urban spaces in different Chinese cities by analysing cityscapes such as temples, bridges, conservation projects, architectural design, historical architecture, memorial hall, market street, city images, custom bike, food market and so on. The book deals with different agencies and methods, tangible and intangible, in the construction of memories aimed at promoting hybridised multiple identities, and explores the interplay of different versions of memory, i.e. state, public, regional, local, individual and collective memory.This book will be essential reading for scholars and students of architecture and urbanism, cultural studies and China studies, as well as architects, urban planners and historians interested in these fields.
The Art of Spiritual Harmony
by Wassily Kandinsky"The Art of Spiritual Harmony" is a seminal work by the pioneering abstract artist Wassily Kandinsky. This influential book delves into the profound connection between art and spirituality, presenting Kandinsky's revolutionary ideas on the role of art in expressing the innermost emotions and transcending the material world.Kandinsky, a master of color and form, articulates his belief that art should go beyond mere representation and tap into deeper spiritual truths. He explores the concept of "inner necessity," the driving force that compels true artists to create works that resonate on a spiritual level. Through a series of essays and reflections, Kandinsky discusses the transformative power of color, the significance of abstract forms, and the artist's role in society.Rich with philosophical insights and artistic theory, "The Art of Spiritual Harmony" offers readers a glimpse into Kandinsky's visionary mind. The book is adorned with illustrations of his groundbreaking paintings, showcasing his journey from figurative art to pure abstraction. Kandinsky's writings inspire artists and art lovers to seek harmony between the spiritual and the aesthetic, encouraging them to view art as a means of personal and collective enlightenment.This timeless work remains a cornerstone of modern art theory, providing invaluable guidance for anyone interested in the spiritual dimensions of artistic expression. "Kandinsky - The Art of Spiritual Harmony" is a must-read for artists, scholars, and anyone seeking to understand the profound relationship between art and the human spirit.
The Art of the Eurasian Steppe: Its Influence on European Cultures
by Peter HupfaufThe Art of the Eurasian Steppe is a contextual analysis which traces the stylistic transformation of artefacts depicting animals from various cultures of the Eurasian steppe, and investigates its possible influence on Central and Northern European art. A wide range of individual cultures are "visited" and their historic, cultural, and geographic specifics are explored. The survey in this book is based on a chronological structure, including an East-West geographic direction. This accommodates to position described artefacts of certain styles within time periods, cultures, and locations.Most of the existing literature related to cultures of the Eurasian steppe is specialised on one particular culture or one archaeological excavation. The book is written as a hypothetical journey through time and space, structured in an east to west direction. It provides a wide-reaching overview by placing the discussed artefacts into a cultural, geographic, and chronologic frame, particularly the thousand years between 500 BC and 500 AD. Artistic expression and style are a central theme to explore possible relationships between civilisations of the Eurasian steppe and their influence on medieval Central and Northern European creation of artefacts.Academics in the fields of art history, archaeology, history, and fine arts will find this book compelling/useful.
The Art of Vanishing: A novel
by Lynne Kutsukake"A fascinating glimpse into the intersection of art, class, and the complexity of adult friendship. . . . I couldn&’t put this book down.&” —Waubgeshig Rice, author of Moon of the Turning LeavesAn intimate, explosive story of creativity and friendship between two young Japanese women in 1970s Tokyo.Akemi&’s desire for independence and aversion to marriage are unusual in her small village. A gift for drawing allows her to move to a rooming house in Tokyo where she studies medical illustration, finding satisfaction in the precision and purpose of her work. Sayako is the first roommate to pay Akemi attention, and they quickly become inseparable—Sayako drawn to Akemi&’s humble origins, so distinct from her own insufferable, wealthy family; Akemi attracted to Sayako&’s rebelliousness and her aspiration to be a painter. As Akemi begins to model for Sayako, their connection deepens. Together, they attend &‘happenings,' encounters arranged by two enigmatic artists, Nezu and Kaori, in random locations, intended to free them from their worldly attachments. Following a devastating betrayal, Sayako disappears, and Akemi becomes determined to find her—and in the process, must newly face herself. Tender, enthralling, and evocative of the energy of Japan in the 1970s, The Art of Vanishing is the story of a young woman struggling to see and be seen; of authenticity and art; of the thin line between loyalty and obsession.
Artemisia Gentileschi and the Business of Art
by Christopher R. MarshallA new account of the renowned Baroque painter, revealing how her astute professional decisions shaped her career, style, and legacyArt has long been viewed as a calling—a quasi-religious vocation that drives artists to seek answers to humanity&’s deepest questions. Yet the art world is a risky, competitive business that requires artists to make strategic decisions, especially if the artist is a woman. In Artemisia Gentileschi and the Business of Art, Christopher Marshall presents a new account of the life, work, and legacy of the Italian Baroque painter, revealing how she built a successful four-decade career in a male-dominated field—and how her business acumen has even influenced the resurrection of her reputation today, when she has been transformed from a footnote of art history to a globally famous artist and feminist icon.Combining the most recent research with detailed analyses of newly attributed paintings, the book highlights the business considerations behind Gentileschi&’s development of a trademark style as she marketed herself to the public across a range of Italian artistic centers. The disguised self-portraits in her early Florentine paintings are reevaluated as an effort to make a celebrity brand of her own image. And, challenging the common perception that Gentileschi&’s only masterpieces are her early Caravaggesque paintings, the book emphasizes the importance of her neglected late Neapolitan works, which are reinterpreted as innovative responses to the conventional practices of Baroque workshops.Artemisia Gentileschi and the Business of Art shows that Gentileschi&’s remarkable success as a painter was due not only to her enormous talent but also to her ability to respond creatively to the continuously evolving trends and challenges of the Italian Baroque art world.
Artificial and Cognitive Computing for Sustainable Healthcare Systems in Smart Cities
by Prasenjit Chatterjee Devasis Pradhan Prasanna Kumar Sahu Hla Myo TunArtificial and Cognitive Computing for Sustainable Healthcare Systems in Smart Cities delves into the transformative potential of artificial and cognitive computing in the realm of healthcare systems, maintaining a specific emphasis on sustainability. By exploring the integration of advanced technologies in smart cities, the authors examine and discuss how AI and cognitive computing can be harnessed to enhance healthcare delivery. The book provides focused navigation through innovative solutions and strategies that contribute to the creation of sustainable healthcare ecosystems within the dynamic environment of smart cities. From optimizing resource utilization to improving patient outcomes, this comprehensive exploration provides insight for readers with an interest in the future of healthcare within the era of intelligent urban development.
Artificial Intelligence: A Systems Approach from Architecture Principles to Deployment (MIT Lincoln Laboratory Series)
by David R. Martinez Bruke M. KifleThe first text to take a systems engineering approach to artificial intelligence (AI), from architecture principles to the development and deployment of AI capabilities.Most books on artificial intelligence (AI) focus on a single functional building block, such as machine learning or human-machine teaming. Artificial Intelligence takes a more holistic approach, addressing AI from the view of systems engineering. The book centers on the people-process-technology triad that is critical to successful development of AI products and services. Development starts with an AI design, based on the AI system architecture, and culminates with successful deployment of the AI capabilities. Directed toward AI developers and operational users, this accessibly written volume of the MIT Lincoln Laboratory Series can also serve as a text for undergraduate seniors and graduate-level students and as a reference book. Key features:In-depth look at modern computing technologies Systems engineering description and means to successfully undertake an AI product or service development through deploymentExisting methods for applying machine learning operations (MLOps)AI system architecture including a description of each of the AI pipeline building blocksChallenges and approaches to attend to responsible AI in practice Tools to develop a strategic roadmap and techniques to foster an innovative team environment Multiple use cases that stem from the authors&’ MIT classes, as well as from AI practitioners, AI project managers, early-career AI team leaders, technical executives, and entrepreneurs Exercises and Jupyter notebook examples
Artificial Intelligence and Economic Sustainability in the Era of Industrial Revolution 5.0 (Studies in Systems, Decision and Control #528)
by Abdalmuttaleb M. A. Musleh Al-Sartawi Abdulnaser Ibrahim NourIndustry 5.0 has been dubbed as the digital revolution with a soul. This book incorporates a wealth of research which integrates artificial intelligence (AI) with economic sustainability and Industry 5.0. It examines the human-centricity of the upcoming digital revolution and the role of sustainable technologies in enhancing the livelihoods of workers, individuals, communities, and eventually societies. It provides insight on important areas related to artificial intelligence, sustainable development, and society 5.0. The chapters present a wide range of topics including block cipher, entrepreneurship and AI, AI and stock trading decisions, digital transformation, knowledge management, chatbot engineering, cybersecurity, and smart metering system. This book is beneficial to scholars and academics who will find in it the knowledge of the support of AI and its contribution to economic sustainability, and solutions to enhance human-centricity and resilience.
Artificial Intelligence and Machine Learning in Drug Design and Development (Fintech in a Sustainable Digital Society)
by Manoj Kumar Anand Nayyar Abhirup Khanna May El Barachi Sapna JainThe book is a comprehensive guide that explores the use of artificial intelligence and machine learning in drug discovery and development covering a range of topics, including the use of molecular modeling, docking, identifying targets, selecting compounds, and optimizing drugs. The intersection of Artificial Intelligence (AI) and Machine Learning (ML) within the field of drug design and development represents a pivotal moment in the history of healthcare and pharmaceuticals. The remarkable synergy between cutting-edge technology and the life sciences has ushered in a new era of possibilities, offering unprecedented opportunities, formidable challenges, and a tantalizing glimpse into the future of medicine. AI can be applied to all the key areas of the pharmaceutical industry, such as drug discovery and development, drug repurposing, and improving productivity within a short period. Contemporary methods have shown promising results in facilitating the discovery of drugs to target different diseases. Moreover, AI helps in predicting the efficacy and safety of molecules and gives researchers a much broader chemical pallet for the selection of the best molecules for drug testing and delivery. In this context, drug repurposing is another important topic where AI can have a substantial impact. With the vast amount of clinical and pharmaceutical data available to date, AI algorithms find suitable drugs that can be repurposed for alternative use in medicine. This book is a comprehensive exploration of this dynamic and rapidly evolving field. In an era where precision and efficiency are paramount in drug discovery, AI and ML have emerged as transformative tools, reshaping the way we identify, design, and develop pharmaceuticals. This book is a testament to the profound impact these technologies have had and will continue to have on the pharmaceutical industry, healthcare, and ultimately, patient well-being. The editors of this volume have assembled a distinguished group of experts, researchers, and thought leaders from both the AI, ML, and pharmaceutical domains. Their collective knowledge and insights illuminate the multifaceted landscape of AI and ML in drug design and development, offering a roadmap for navigating its complexities and harnessing its potential. In each section, readers will find a rich tapestry of knowledge, case studies, and expert opinions, providing a 360-degree view of AI and ML’s role in drug design and development. Whether you are a researcher, scientist, industry professional, policymaker, or simply curious about the future of medicine, this book offers 19 state-of-the-art chapters providing valuable insights and a compass to navigate the exciting journey ahead. Audience The book is a valuable resource for a wide range of professionals in the pharmaceutical and allied industries including researchers, scientists, engineers, and laboratory workers in the field of drug discovery and development, who want to learn about the latest techniques in machine learning and AI, as well as information technology professionals who are interested in the application of machine learning and artificial intelligence in drug development.
Artificial Intelligence and the New World Order: New weapons, New Wars and a New Balance of Power (Frontiers of Artificial Intelligence, Ethics and Multidisciplinary Applications)
by Fatima RoumateThis book discusses the implications of artificial intelligence (AI) on post-COVID-19 international relations. With the decline and fall of U.S. global leadership and the emergence of new powerful actors, as hastened by the global pandemic, new arms are now used in new forms of wars with new players. The balance of power swings between geostrategic interests and those linked to the global governance of virtual space and the race to technological sovereignty. Chapters focus on the challenges imposed by these changes on different parts of the international system—law, governance, diplomacy, international psychological security—and articulate new strategies and ethical policies as possible solutions. The volume is interdisciplinary and will appeal to researchers, students, and professionals across fields interested in the ethics of AI in the international system.
Artificial Intelligence Applications and Innovations. AIAI 2024 IFIP WG 12.5 International Workshops: MHDW 2024, 5G-PINE 2024, and ΑΙ4GD 2024, Corfu, Greece, June 27-30, 2024, Proceedings (IFIP Advances in Information and Communication Technology #715)
by Ioannis Karydis Lazaros Iliadis Ilias Maglogiannis Antonios Papaleonidas Ioannis ChochliourosThis book constitutes the refereed proceedings of three International Workshops held as parallel events of the IFIP WG 12.5 International Workshops on Artificial Intelligence Applications and Innovations, AIAI 2024, held in Corfu, Greece, during June 27-30, 2024. The 30 full papers and 4 short papers presented in this book were carefully reviewed and selected from 69 submissions. AIAI 2024 Workshop volume presents papers from the following three workshops: 13th event of the International Mining Humanistic Data Workshop (MHDW 2024) 9th 5G-PINE Workshop (5G-PINE 2024) 1st Workshop on AI Applications for Achieving the Green Deal Targets (ΑΙ4GD 2024).
Artificial Intelligence Enabled Signal Processing based Models for Neural Information Processing
by Ram Bilas Pachori Rajesh Kumar TripathyThe book provides details regarding the application of various signal processing and artificial intelligence-based methods for electroencephalography data analysis. It will help readers in understanding the use of electroencephalography signals for different neural information processing and cognitive neuroscience applications. The book: Covers topics related to the application of signal processing and machine learning-based techniques for the analysis and classification of electroencephalography signals Presents automated methods for detection of neurological disorders and other applications such as cognitive task recognition, and brain-computer interface Highlights the latest machine learning and deep learning methods for neural signal processing Discusses mathematical details for the signal processing and machine learning algorithms applied for electroencephalography data analysis Showcases the detection of dementia from electroencephalography signals using signal processing and machine learning-based techniques It is primarily written for senior undergraduates, graduate students, and researchers in the fields of electrical engineering, electronics and communications engineering, and biomedical engineering.
Artificial Intelligence for Everyone
by Christian PosthoffThis book demystifies the topic of Artificial Intelligence for readers of varying backgrounds. The content should enable many people to discuss and follow ongoing developments in an informed way, to draw conclusions for their own life and workplace and to acquire the necessary new knowledge. The book strives to provide basic knowledge that will objectify the discussions and relieve some of the creepiness of utopian films. It must also be understood that research results are a necessary condition for progress; they are not sufficient until they can be translated into practice embedded in programs. This difficult relationship between theory and practice has been known for a long time.
Artificial Intelligence for Multimedia Information Processing: Tools and Applications
by Xavier Savarimuthu Sivakannan Subramani Alex Noel Joseph RajAdvances in artificial intelligence (AI), widespread mobile devices, internet technologies, multimedia data sources, and information processing have led to the emergence of multimedia processing. Multimedia processing is the application of signal processing tools to multimedia data—text, audio, images, and video—to allow the interpretation of these data, particularly in urban and smart city environments. This book discusses the new standards of multimedia and information processing from several technological perspectives, including analytics empowered by AI, streaming on the intelligent edge, multimedia edge caching and AI, services for edge AI, and hardware and devices for multimedia on edge intelligence.FEATURES Covers a wide spectrum of enabling technologies for AI and machine learning for multimedia and information processing Includes many applications using AI, from robotics and driverless cars to environmental, human health, and remote sensing Presents an overview of the fundamentals of AI and multimedia processing: imaging, signal, and speech Explains new models and architectures for multimedia streaming, services, and caching for AI Discusses the emerging paradigms of the deployment of hardware and devices for multimedia on edge intelligence Gives recommendations for future research in multimedia and AI This book is written for engineers and graduate students in image and signal processing, information processing, environmental engineering, medical and public health, etc., who are interested in machine learning, deep learning, and multimedia processing.
Artificial Intelligence for Neuroscience and Emotional Systems: 10th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2024, Olhâo, Portugal, June 4–7, 2024, Proceedings, Part I (Lecture Notes in Computer Science #14674)
by Hojjat Adeli José Manuel Ferrández Vicente Mikel Val CalvoThe two volume set LNCS 14674 and 14675 constitutes the proceedings of the 10th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2024, which took place in Olhâo, Portugal, during June 4–7, 2024. The 99 full papers presented in these proceedings were carefully reviewed and selected from 193 submissions. They were organized in topical sections as follows: Part I: Machine learning in neuroscience; artificial intelligence in neurophysiology; neuromotor and cognitive disorders; intelligent systems for assessment, treatment, and assistance in early stages of Alzheimer's disease and other dementias; socio-cognitive, affective and physiological computing; affective computing and context awareness in ambientintelliigence; learning tools to lecture; Part II: Machine learning in computer vision and robotics; bio-inspired computing approaches; social and civil engineering through human AI translations; smart renewable energies: advancing AI algorithms in the renewable energy industry; bioinspired applications.
Artificial Intelligence for Risk Mitigation in the Financial Industry
by Narayan C. Debnath Archana Patel Purvi Pokhariyal Shweta Anand Ambrish Kumar MishraArtificial Intelligence for Risk Mitigation in the Financial Industry This book extensively explores the implementation of AI in the risk mitigation process and provides information for auditing, banking, and financial sectors on how to reduce risk and enhance effective reliability. The applications of the financial industry incorporate vast volumes of structured and unstructured data to gain insight into the financial and non-financial performance of companies. As a result of exponentially increasing data, auditors and management professionals need to enhance processing capabilities while maintaining the effectiveness and reliability of the risk mitigation process. The risk mitigation and audit procedures are processes involving the progression of activities to “transform inputs into output.” As AI systems continue to grow mainstream, it is difficult to imagine an aspect of risk mitigation in the financial industry that will not require AI-related assurance or AI-assisted advisory services. AI can be used as a strong tool in many ways, like the prevention of fraud, money laundering, and cybercrime, detection of risks and probability of NPAs at early stages, sound lending, etc. Audience This is an introductory book that provides insights into the advantages of risk mitigation by the adoption of AI in the financial industry. The subject is not only restricted to individuals like researchers, auditors, and management professionals, but also includes decision-making authorities like the government. This book is a valuable guide to the utilization of AI for risk mitigation and will serve as an important standalone reference for years to come.
Artificial Intelligence in Drug Development: Patenting and Regulatory Aspects (Frontiers of Artificial Intelligence, Ethics and Multidisciplinary Applications)
by Kavita Sharma Padmavati ManchikantiThis book discusses how Artificial Intelligence developments have revolutionized the area of medicine and how companies use them to develop applications. While the book covers the growth of AI in medicine and the early developments in AI based medical tools, it provides an in-depth analysis of the current developments in relation to the area of medical diagnostics. The book focuses on how enterprises and institutes have developed their intellectual property portfolio, particularly patents, in this area. Cross-country patenting analysis helps in understanding key areas of growth in certain markets and also company strategies and arrangements. The introduction of AI based products in market is subject to regulation. The developments in policy and regulation influence the development and deployment of such products into the market. This book brings focus to the development of policy and regulation and how regulatory developments impact the introduction of AI-based healthcare products from a cross-country perspective. Further, how regulatory developments lead to the evolution of standards, build reliability and safety in this area are also examined. The unique aspect of this book is the comprehensive coverage of the dual aspects of the nature and scope of AI-based innovations in health care and the related drug regulatory aspects which are imperative for the understanding for students, researchers, and those who work in this area.
Artificial Intelligence in HCI: 5th International Conference, AI-HCI 2024, Held as Part of the 26th HCI International Conference, HCII 2024, Washington, DC, USA, June 29 – July 4, 2024, Proceedings, Part I (Lecture Notes in Computer Science #14734)
by Helmut Degen Stavroula NtoaThe three-volume book set LNAI 14734, 14735, and 14736 constitutes the refereed proceedings of 5th International Conference on Artificial Intelligence in HCI, AI-HCI 2024, held as part of the 26th International Conference, HCI International 2024, which took place in Washington, DC, USA, during June 29-July 4, 2024. The total of 1271 papers and 309 posters included in the HCII 2024 proceedings was carefully reviewed and selected from 5108 submissions. The AI-HCI 2024 proceedings were organized in the following topical sections: Part I: Human-centered artificial intelligence; explainability and transparency; AI systems and frameworks in HCI; Part II: Ethical considerations and trust in AI; enhancing user experience through AI-driven technologies; AI in industry and operations; Part III: Large language models for enhanced interaction; advancing human-robot interaction through AI; AI applications for social impact and human wellbeing.
Artificial Intelligence in Vision-Based Structural Health Monitoring (Synthesis Lectures on Mechanical Engineering)
by Khalid M. Mosalam Yuqing GaoThis book provides a comprehensive coverage of the state-of-the-art artificial intelligence (AI) technologies in vision-based structural health monitoring (SHM). In this data explosion epoch, AI-aided SHM and rapid damage assessment after natural hazards have become of great interest in civil and structural engineering, where using machine and deep learning in vision-based SHM brings new research direction. As researchers begin to apply these concepts to the structural engineering domain, especially in SHM, several critical scientific questions need to be addressed: (1) What can AI solve for the SHM problems? (2) What are the relevant AI technologies? (3) What is the effectiveness of the AI approaches in vision-based SHM? (4) How to improve the adaptability of the AI approaches for practical projects? (5) How to build a resilient AI-aided disaster prevention system making use of the vision-based SHM? This book introduces and implements the state-of-the-art machine learning and deep learning technologies for vision-based SHM applications. Specifically, corresponding to the above-mentioned scientific questions, it consists of: (1) motivation, background & progress of AI-aided vision-based SHM, (2) fundamentals of machine learning & deep learning approaches, (3) basic AI applications in vision-based SHM, (4) advanced topics & approaches, and (5) resilient AI-aided applications. In the introduction, a brief coverage about the development progress of AI technologies in the vision-based area is presented. It gives the readers the motivations and background of the relevant research. In Part I, basic knowledges of machine and deep learning are introduced, which provide the foundation for the readers irrespective of their background. In Part II, to verify the effectiveness of the AI methods, the key procedure of the typical AI-aided SHM applications (classification, localization, and segmentation) is explored, including vision data collection, data pre-processing,transfer learning-based training mechanism, evaluation, and analysis. In Part III, advanced AI topics, e.g., generative adversarial network, semi-supervised learning, and active learning, are discussed. They aim to address several critical issues in practical projects, e.g., the lack of well-labeled data and imbalanced labels, to improve the adaptability of the AI models. In Part IV, the new concept of “resilient AI” is introduced to establish an intelligent disaster prevention system, multi-modality learning, multi-task learning, and interpretable AI technologies. These advances are aimed towards increasing the robustness and explainability of the AI-enabled SHM system, and ultimately leading to improved resiliency.The scope covered in this book is not only beneficial for education purposes but also is essential for modern industrial applications. The target audience is broad and includes students, engineers, and researchers in civil engineering, statistics, and computer science. Unique Book Features:• Provide a comprehensive review of the rapidly expanding field of vision-based structural health monitoring (SHM) using artificial intelligence approaches. • Re-organize fundamental knowledge specific to the machine and deep learning in vision tasks.• Include comprehensive details about the procedure of conducting AI approaches for vision-based SHM along with examples and exercises.• Cover a vast array of special topics and advanced AI-enabled vision-based SHM applications.• List a few potential extensions for inspiring the readers for future investigation.
Artificial Intelligence Systems in Environmental Engineering
by Azeem Irshad Jamal Mabrouki Azrour MaroudeSpecialists are paying attention to the growing concern for environmental issues. Artificial Intelligence Systems in Environmental Engineering uses techniques from the field of Artificial Intelligence as the alternative to address problems that are difficult to model by analytical methods. The book provides a general study and introduces a set of techniques for environmental engineering. With a particular focus on climate change and energy policy, it discusses innovative solutions and models that can positively influence and increase the efficiency of resource use and decrease the impact on the environment while developing the well-being of individuals. The book will be of most interest to research students who have a scientific approach and deal with problems related to environmental engineering.
As You Like It: Staged: the origins of YA’s greatest tropes
by William ShakespeareWith a foreword by Talia Hibbert, author of Get a Life, Chloe Brown‘We that are true lovers run into strange capers’Banished from her ambitious uncle’s court, the lovesick Rosalind flees to the forest with her cousin, Celia. Disguised as the handsome shepherd Ganymede and simple shepherdess Aliena, the two soon meet the dashing Orlando – forced into hiding by a plot against his life, heartbroken at the separation from his beloved Rosalind. Fooled by Rosalind’s disguise, Orlando grows close to ‘Ganymede’. But Phoebe, a local shepherdess, also has her eye on Ganymede. As their hopes and dreams entangle, can everyone get what they want?As You Like It is Shakespeare’s brilliant gender swapping, fake dating classic comedy of errors.Discover STAGED, a limited collection of Shakespeare’s unabridged plays that celebrates the genius of the Bard and the tropes that continue to delight YA readers to this day.Explore the rest of the STAGED collection:Hamlet – With a foreword by Faridah Àbíké-ÍyímídéMacbeth – With a foreword by Kat DelacorteA Midsummer Night’s Dream – With a foreword by Becky AlbertalliMuch Ado About Nothing – With a foreword by Holly BourneRomeo and Juliet – With a foreword by Jennifer Niven
The Ascent
by Adam PlantingaWhen a high security prison fails, a down-on-his luck cop and the governor&’s daughter are going to have to team up if they&’re going to escape in this "jaw-dropping, authentic, and absolutely gripping" (Harlan Coben, #1 New York Times bestselling author) debut USA Today bestselling thriller from Adam Plantinga, whose first nonfiction book Lee Child praised as &“truly excellent.&” Kurt Argento, an ex-Detroit street cop who can&’t let injustice go—and who has the fighting skills to back up his idealism. If he sees a young girl being dragged into an alley, he's going to rescue her and cause some damage. When he does just that in a small corrupt Missouri town, he&’s brutally beaten and thrown into a maximum-security prison. Julie Wakefield, a grad student who happens to be the governor's daughter, is about to take a tour of the prison. But when a malfunction in the security system releases a horde of prisoners, a fierce struggle for survival ensues. Argento must help a small band of staff and civilians, including Julie and her two state trooper handlers, make their way from the bottom floor to the roof to safety. All that stands in their way are six floors of the most dangerous convicts in Missouri.
Asesinato en la Limpieza (Myrtle Clover #14)
by Elizabeth Spann CraigCuando el ama de llaves de Myrtle se convierte en sospechosa de asesinato, esta le jura que es inocente. En las tranquilas ciudades sureñas como Bradley, Carolina del Norte, es fácil que los demás ciudadanos te pongan de los nervios. Sobre todo cuando uno de ellos es un tacaño. Amos Subers no es de los que dejan propina a los camareros, ni de los que devuelven un préstamo, ni de los que se comportan generosamente con la familia. Cuando se descubre que Amos, un tacaño, era en realidad bastante rico, no genera buena voluntad en la pequeña ciudad... de hecho, es aborrecido. La ama de llaves de la octogenaria Myrtle Clover no es ninguna admiradora suya: Amos le debe dinero por limpiar su casa. No es de extrañar que Amos aparezca asesinado en su cocina. Myrtle y su colega Miles decididen descubrir al asesino cuando Puddin se convierte en la principal sospechosa... y antes de que el asesino vuelva a atacar.