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Re-Engaging Young People with Education: The Steps after Disengagement and Exclusion
by Simon EdwardsThis book examines how young people can be re-engaged with schooling and their own learning beyond the school gates. Despite attempts by successive UK governments to promote engagement with education, there has been a substantial increase in formal and informal exclusions from secondary schools, particularly of underperforming students who come from low income families. The book builds on an ethnographic study carried out in a youth centre based on a secondary school site, exploring the social and cultural worlds of fourteen students as they complete a GCSE teamwork assessment. Analysing the ‘translation’ process of the students as they relocate their understanding of teamwork into the language of assessment, the author posits that student identity is a holistic individual project, where knowledge is produced within the conditions for the production of the self-narrative. This volume calls to educators to recognise the importance of relational pedagogy rooted in social practices, rather than individual cognitive performance. It is sure to be of value and interest to students and scholars of exclusion in education and relational pedagogy, as well as practitioners and policy makers.
Biophysical Properties in Glaucoma: Diagnostic Technologies
by Alon Harris Ingrida JanulevicieneThis book provides an overview on new insights in glaucoma, the latest technological developments, scientific achievements, and novel research leading to new paradigms in glaucoma diagnosis. Readers will discover a broad picture starting from theoretical perspectives in diagnostic criteria followed by practical examination and clinical interpretations while highlighting potential pitfalls and limitations in analysis. Non-invasive, modern technologies allowing visualization and quantification of various parts of the human eye are fast evolving and improving interpretation of modern diagnostic possibilities are essential to fill the gap between sophisticated equipment, complex clinical data, and the need for precision-medicine based interpretation. Issues such as the importance of intraocular, intracranial, and ocular perfusion pressures (IOP, ICP, OPP) in the pathogenesis of glaucoma; and imaging modalities for examination of the optic nerve head, retinal fiber layer, and visual field assessment in glaucoma are explored in these chapters. The problem-based learning approach presented herein offers a succinct go-to-guide to read and discover answers.
Three Worlds of Collective Human Experience: Individual Life, Social Change, and Human Evolution
by Victor N. ShawThis book explores three worlds shared by the humans in their collective experiences. It identifies and explores the world of commonsense, the world of religion, and the world of science as three essential dimensions of human experience. The book helps understand that humans can gain comfort and pleasure in commonsense, achieve meaning and purpose from religion, and attain truth and rationality through science. It actively applies theories to and develops theoretical explanations from different domains or situations of human existence. This book is of interest to theorists, researchers, instructors, and students across major academic disciplines in the humanities and social sciences.
The Semantic Web: Eswc 2018 Satellite Events, Heraklion, Crete, Greece, June 3-7, 2018, Revised Selected Papers (Lecture Notes in Computer Science #11155)
by Heiko Paulheim Sebastian Rudolph Aldo Gangemi Mehwish Alam Anna Lisa Gentile Andrea Giovanni Nuzzolese Maria Maleshkova Jeff Z PanThis book constitutes the thoroughly refereed post-conference proceedings of the Satellite Events of the 15th Extended Semantic Web Conference, ESWC 2018, held in Heraklion, Crete, Greece, in June 2018.The volume contains 41 poster and demonstration papers, 11 invited workshop papers, and 9 full papers, selected out of a total of 70 submissions. They deal with all areas of semantic web research, semantic technologies on the Web and Linked Data.
Political Geology: Active Stratigraphies And The Making Of Life
by Adam Bobbette Amy DonovanThis book explores the emerging field of political geology, an area of study dedicated to understanding the cross-sections between geology and politics. It considers how geological forces such as earthquakes, volcanoes, and unstable ground are political forces and how political forces have an impact on the earth. Together the authors seek to understand how the geos has been known, spoken for, captured, controlled and represented while creating the active underlying strata for producing worlds. This comprehensive collection covers a variety of interdisciplinary topics including the history of the geological sciences, non-Western theories of geology, the origin of the earth, and the relationship between humans and nature. It includes chapters that re-think the earth’s ‘geostory’ as well as case studies on the politics of earthquakes in Mexico city, shamans on an Indonesian volcano, geologists at Oxford, and eroding islands in Japan. In each case political geology is attentive to the encounters between political projects and the generative geological materials that are enlisted and often slip, liquefy or erode away. This book will be of great interest to scholars and practitioners across the political and geographical sciences, as well as to philosophers of science, anthropologists and sociologists more broadly.
Myocardial Preservation: Translational Research And Clinical Application
by Dennis V. CokkinosThis timely book reveals an integrated approach to myocardial preservation focusing on translational research and clinical applications. Chapters cover both the mechanisms of heart failure in addition to therapeutic considerations, including forms of cardiac cell death, cardiac remodelling and cardiac regeneration. Potential future research directions are also proposed, enabling the reader to gain a broad in-depth understanding of the topic. Myocardial Preservation: Translational Research and Clinical Application presents a thorough review of myocardial preservation. Its comprehensive approach provides a valuable reference for cardiology researchers and practising and trainee cardiologists seeking new insight to the topic.
Heart Failure (Cardiovascular Medicine)
by Paul Mohacsi David S. FeldmanThis textbook offers an up-to-date, user-friendly guide on the evaluation, diagnosis and treatment of heart failure. Each chapter is dedicated to providing comprehensive coverage of every aspect of heart failure from cardiac signs and symptoms through imaging and the genetic basis for disease to surgery, interventions, treatment and preventative cardiology. Heart Failure provides the trainee and practising cardiologist, cardiac surgeon, vascular surgeon, diabetologist, cardiac radiologist and any physician who manages cardiac patients with a valuable resource featuring extensive guidance on the diagnosis and management of a range of conditions related to heart failure.
Madness in Anglophone Caribbean Literature: On the Edge (New Caribbean Studies)
by Daria Tunca Bénédicte Ledent Evelyn O'CallaghanThis collection takes as its starting point the ubiquitous representation of various forms of mental illness, breakdown and psychopathology in Caribbean writing, and the fact that this topic has been relatively neglected in criticism, especially in Anglophone texts, apart from the scholarship devoted to Jean Rhys’s Wide Sargasso Sea (1966). The contributions to this volume demonstrate that much remains to be done in rethinking the trope of “madness” across Caribbean literature by local and diaspora writers. This book asks how focusing on literary manifestations of apparent mental aberration can extend our understanding of Caribbean narrative and culture, and can help us to interrogate the norms that have been used to categorize art from the region, as well as the boundaries between notions of rationality, transcendence and insanity across cultures.
Wireless Powered Communication Networks: From Security Challenges to IoT Applications
by Abbas Jamalipour Ying BiThis textbook introduces Wireless Powered Communication Networks (WPCNs) as a promising paradigm to overcome the energy bottleneck suffered by traditional wireless communication networks, as well as emerging Internet-of-Things networks. It selectively spans a coherent spectrum of fundamental aspects in WPCNs, such as wireless energy transfer (WEH) techniques, radio frequency (RF) energy harvesting receiver model, simultaneous wireless information and power transfer (SWIPT), as well as the rate-energy tradeoff arising from the joint transmission of information and energy using the same waveform. It covers network models for WPCNs, including the baseline and dual-hop WPCN models and a variety of related extensions. This book further examines the key factors including throughput, fairness, and security that must be taken into account for impeccable operation of WPCNs. The new IoT applications are targeted as a key element in those factors. It will also include exercises and examples throughout the book, as well as their PLS solutions.This is the first textbook examining the current research to provide a unified view of wireless power transfer (WPT) and information transmission in WPCNs from a physical layer security (PLS) perspective. Focused on designing efficient secure transmission schemes, analyzing energy evolvement process, and evaluating secrecy outage performance under different channel state information (CSI), the results presented in this book shed light on how to best balance security and throughput with prudent use of harvested energy in WCNs. It also provides an overview of the WPCNs by introducing the background of WPT, followed by a summary of the research conducted in the field. The authors describe the physical-layer security (PLS) problem in WPCNs, including the causes and the impacts of the problem on the performance of WPCNs. The authors extend the discussions by introducing the applications of WPCNs in the IoT.From the Internet of Things (IoT) point of view, this textbook reviews the opportunities and challenges for the lately-emerged WPCN to seamlessly integrate into the IoT ecosystem. It specifically addresses the maximization problem of uplink and downlink sum-throughout in a dual-hop WPCN, while taking fairness among WPCN users as a constraint. The results provided in this book reveal valuable insights into improving the design and deployment of future WPCNs in the upcoming IoT environment.This textbook targets advanced-level students studying wireless communications and research engineers working in this field. Industry engineers in mobile device and network development business with an interest in WPCNs and IoT, as well as their PLS solutions, will also find this book useful.
Nuclear Fusion (Graduate Texts in Physics)
by Edward MorseThe pursuit of nuclear fusion as an energy source requires a broad knowledge of several disciplines. These include plasma physics, atomic physics, electromagnetics, materials science, computational modeling, superconducting magnet technology, accelerators, lasers, and health physics. Nuclear Fusion distills and combines these disparate subjects to create a concise and coherent foundation to both fusion science and technology. It examines all aspects of physics and technology underlying the major magnetic and inertial confinement approaches to developing nuclear fusion energy. It further chronicles latest developments in the field, and reflects the multi-faceted nature of fusion research, preparing advanced undergraduate and graduate students in physics and engineering to launch into successful and diverse fusion-related research.Nuclear Fusion reflects Dr. Morse’s research in both magnetic and inertial confinement fusion, working with the world’s top laboratories, and embodies his extensive thirty-five year career in teaching three courses in fusion plasma physics and fusion technology at University of California, Berkeley.
The Power Struggles over the Post-neoliberal Social Security System Reforms in Venezuela and Ecuador (The Latin American Studies Book Series)
by Ezequiel Luis BistolettiThis book carries out a comparative analysis of the power struggles over the post-neoliberal social security reforms in Venezuela and Ecuador. The research breaks down why the social security system reform initiated by Hugo Chávez’ government in Venezuela has come down since its passing in 2002, whereas the social security system reform initiated by Rafael Correa’s government in Ecuador has come along in spite of the obstacles since 2007. All in all, the analysis determined that the struggles over the social security system reforms in both countries remarkably corresponded to each other with regard to their structural conditions, points of contention, and contending actors. In contrast, the analysis established substantial divergences regarding the ways in which the struggles over both reforms came about, due to the divergent development of the struggles for hegemony between government and opposition. These divergences finally brought about the indefinite stagnation of the reform in Venezuela and the advancement of subsequent partial reforms aimed at the universalization of social security in Ecuador.
Molecular Basis of Resilience: Adapting to a Changing Environment
by Patrick L. IversenThis book illuminates mechanisms of resilience. Threats and defense systems lead to adaptive changes in gene expression. Environmental conditions may dampen adaptive responses at the level of RNA expression. The first seven chapters elaborate threats to human health. Human populations spontaneously invade niche boundaries exposing us to threats that drive the resilience process. Emerging RNA viruses are a significant threat to human health. Antiviral drugs are reviewed and how viral genomes respond to the environment driving genome sequence plasticity. Limitations in predicting the human outcome are described in “nonlinear anomalies.” An example includes medical countermeasures for Ebola and Marburg viruses under the “Animal Rule.” Bacterial infections and a review of antibacterial drugs and bacterial resilience mediated by horizontal gene transfer follow. Chapter 6 shifts focus to cancer and discovery of novel therapeutics for leukemia. The spontaneous resolution of AML in children with Down syndrome highlights human resilience. Chapter 7 explores chemicals in the environment. Examples of chemical carcinogenesis illustrate how chemicals disrupt genomes. Historic research ignored RNA damage from chemically induced nucleic acid damage. The emergence of important forms of RNA and their possible role in resilience is proposed. Chapters 8-10 discuss threat recognition and defense systems responding to improve resilience. Chapter 8 describes the immune response as a threat recognition system and response via diverse RNA expression. Oligonucleotides designed to suppress specific RNA to manipulate the immune response including exon-skipping strategies are described. Threat recognition and response by the cytochrome P450 enzymes parallels immune responses. The author proposes metabolic clearance of small molecules is a companion to the immune system. Chapter 10 highlights RNA diversity expressed from a single gene. Molecular Resilience lists paths to RNA transcriptome plasticity forms the molecular basis for resilience. Chapter 11 is an account of ExonDys 51, an approved drug for the treatment of Duchenne muscular dystrophy. Chapter 12 addresses the question “what informs molecular mechanisms of resilience?” that drives the limits to adaptation and boundaries for molecular resilience. He speculates that radical oxygen, epigenetic modifications, and ligands to nuclear hormone receptors play critical roles in regulating molecular resilience.
Handbook of Mobile Data Privacy
by Aris Gkoulalas-Divanis Claudio BettiniThis handbook covers the fundamental principles and theory, and the state-of-the-art research, systems and applications, in the area of mobility data privacy. It is primarily addressed to computer science and statistics researchers and educators, who are interested in topics related to mobility privacy. This handbook will also be valuable to industry developers, as it explains the state-of-the-art algorithms for offering privacy. By discussing a wide range of privacy techniques, providing in-depth coverage of the most important ones, and highlighting promising avenues for future research, this handbook also aims at attracting computer science and statistics students to this interesting field of research. The advances in mobile devices and positioning technologies, together with the progress in spatiotemporal database research, have made possible the tracking of mobile devices (and their human companions) at very high accuracy, while supporting the efficient storage of mobility data in data warehouses, which this handbook illustrates. This has provided the means to collect, store and process mobility data of an unprecedented quantity, quality and timeliness. As ubiquitous computing pervades our society, user mobility data represents a very useful but also extremely sensitive source of information. On one hand, the movement traces that are left behind by the mobile devices of the users can be very useful in a wide spectrum of applications such as urban planning, traffic engineering, and environmental pollution management. On the other hand, the disclosure of mobility data to third parties may severely jeopardize the privacy of the users whose movement is recorded, leading to abuse scenarios such as user tailing and profiling. A significant amount of research work has been conducted in the last 15 years in the area of mobility data privacy and important research directions, such as privacy-preserving mobility data management, privacy in location sensing technologies and location-based services, privacy in vehicular communication networks, privacy in location-based social networks, privacy in participatory sensing systems which this handbook addresses.. This handbook also identifies important privacy gaps in the use of mobility data and has resulted to the adoption of international laws for location privacy protection (e.g., in EU, US, Canada, Australia, New Zealand, Japan, Singapore), as well as to a large number of interesting technologies for privacy-protecting mobility data, some of which have been made available through open-source systems and featured in real-world applications.
Conspiracies and Conspiracy Theories in the Age of Trump
by Daniel C. HellingerThis book focuses on the constant tension between democracy and conspiratorial behavior in the new global order. It addresses the prevalence of conspiracy theories in the phenomenon of Donald Trump and Trumpism, and the paranoid style of American politics that existed long before, first identified with Richard Hofstadter. Hellinger looks critically at both those who hold conspiracy theory beliefs and those who rush to dismiss them. Hellinger argues that we need to acknowledge that the exercise of power by elites is very often conspiratorial and invites both realistic and outlandish conspiracy theories. How we parse the realistic from the outlandish demands more attention than typically accorded in academia and journalism. Tensions between global hegemony and democratic legitimacy become visible in populist theories of conspiracy, both on the left and the right. He argues that we do not live in an age in which conspiracy theories are more profligate, but that we do live in an age in which they offer a more profound challenge to the constituted state than ever before.
Lords of the Ice Moons: A Scientific Novel (Science and Fiction)
by Michael CarrollIn the aftermath of an asteroid impact, Earth’s power grid is damaged nearly beyond recovery. The survival of our world may well depend on energy sources collected from an abandoned undersea settlement beneath the icy surface of Enceladus. Earth-raised Colonel Carter Rhodes, in charge of Earth’s recovery efforts, calls upon Gwen Baré, a Venusian engineer, to regain control of the deserted moon outpost and collect fuel for Earth’s collapsing power grids.However, what Gwen discovers churning in Enceladus's subsurface waters brings her and Colonel Rhodes' straightforward plans to a crashing halt. Soon, Gwen finds herself in the middle of an interplanetary standoff. Win, and give the last humans on Earth a chance to survive. Lose, and risk the permanent dismantling of human society across the Solar System. Forced to take sides in this war for power, resources, and species survival, Gwen must make choices that not only affect her own life, but also force her to question what "life" itself might really mean.Will the promise of Enceladus energy be enough to salvage what is left of Earth‘s society?Are these humans worthy of salvation?.
Political Institutions and Democracy in Portugal: Assessing the Impact of the Eurocrisis
by António Costa Pinto Conceição Pequito TeixeiraThis book examines how patterns of political representation, party system, and political culture have changed in Southern Europe following the “Great Recession” of 2008. It draws on the experience of Portugal to argue that austerity measures have significantly deepened the legitimacy crisis of democratic institutions, but the resilience of party system is remarkable in comparison. The case of Portugal present some interesting differences from other southern European democracies, since on one hand it suffered a deep economic crisis and the consequent bailout from the International Monetary Fund, the European Central Bank and the European Union, but on the other hand the party system remained stable. Nevertheless the impact of the crisis did reinforce a centre-periphery cleavage within the European Union, and especially in the Eurozone, Portugal is a central element of this new cleavage notoriously aggravated by Brexit.
Computing with Data: An Introduction to the Data Industry
by Guy Lebanon Mohamed El-GeishThis book introduces basic computing skills designed for industry professionals without a strong computer science background. Written in an easily accessible manner, and accompanied by a user-friendly website, it serves as a self-study guide to survey data science and data engineering for those who aspire to start a computing career, or expand on their current roles, in areas such as applied statistics, big data, machine learning, data mining, and informatics. The authors draw from their combined experience working at software and social network companies, on big data products at several major online retailers, as well as their experience building big data systems for an AI startup. Spanning from the basic inner workings of a computer to advanced data manipulation techniques, this book opens doors for readers to quickly explore and enhance their computing knowledge. Computing with Data comprises a wide range of computational topics essential for data scientists, analysts, and engineers, providing them with the necessary tools to be successful in any role that involves computing with data. The introduction is self-contained, and chapters progress from basic hardware concepts to operating systems, programming languages, graphing and processing data, testing and programming tools, big data frameworks, and cloud computing. The book is fashioned with several audiences in mind. Readers without a strong educational background in CS--or those who need a refresher--will find the chapters on hardware, operating systems, and programming languages particularly useful. Readers with a strong educational background in CS, but without significant industry background, will find the following chapters especially beneficial: learning R, testing, programming, visualizing and processing data in Python and R, system design for big data, data stores, and software craftsmanship.
Autophagy in Health and Disease: Potential Therapeutic Approaches (Stem Cell Biology and Regenerative Medicine)
by Kursad TurksenThis timely volume explores the impact of autophagy in various human diseases, emphasizing the cell biological aspects and focusing on therapeutic approaches to these diseases. The chapters cover autophagy and its potential applications on diseases ranging from obesity, osteoarthritis, pulmonary fibrosis, and inflammation, through ALS, Parkinson's, retinal degeneration, breast cancer, alcoholic liver disease and more. The final chapters round out the book with a discussion of autophagy in drug discovery and 'bench to bedside'. Chapters are contributed by leading authorities and describe the general concepts of autophagy in health and disease, marrying cell biology and pharmacology and covering: studies derived from preclinical experiments, manufacturing considerations,and regulatory requirements pertaining to drug discovery and manufacturing and production. This volume will be useful for basic scientists as well as already practicing clinicians and advanced graduate students.
Fibrosis in Disease: An Organ-Based Guide to Disease Pathophysiology and Therapeutic Considerations (Molecular and Translational Medicine)
by Monte S. Willis Cecelia C. Yates Jonathan C. SchislerFibroproliferative diseases are a broad spectrum of entities from organ-specific involvement (e.g., pulmonary, heart, liver, and kidney fibrosis) to multi-system diseases such as systemic sclerosis and sclerodermatous graft vs. host disease. These diseases also encompass pathophysiologies not readily recognizably related, such as macular degeneration and cancer metastasis. Fibroproliferative diseases are a leading cause of morbidity and mortality and can affect all tissues and organ systems. Remarkable progress in elucidating the pathogenesis of these common diseases with fibrotic components, including the critical roles of myofibroblasts and the molecular mechanisms driving the transcriptional activation involved in the induction of fibrosis. As the importance of these processes is realized in the long-term recovery and treatment of diseases, effective anti-fibrotic therapies targeting the underlying ongoing disease processes are lacking. The complexity of discovering and applying therapies to fibroproliferative disease may be due to the diversity of the systems the pathogenesis of disease itself involves. By nature, fibroproliferative diseases are interdisciplinary, involving multiple cell types (organ-specific epithelial cells), immune cells, endothelial cells, and fibroblasts. Bone marrow, cytokines, and organ-specific pathologies further speckle both the clinical and scientific disciplines in such a way that communication is often limited to the clinical or scientific tribes we live in, despite the greatest access to information known to man available today. Therefore, the primary focus of this text is to bring together authors from a diversity of both clinical, scientific, and therapeutic backgrounds for readers to more fully appreciate that fantastic platform that is available to build upon to lessen the isolation of the clinical and scientific disciplines. With advances in the discovery of pre-clinical therapeutic targets (at least 20+ to date) involving TGF-beta (and other cytokines), transcription factors, and downstream kinases, it’s important to both recognize the broader impact and potential opportunities that exist even today. This book will serve as a state-of-the-art resource for physicians and translational medical researchers alike who are interested in the rapidly evolving field of fibroproliferative diseases. The book will provide new insight into the fundamental mechanisms of classic fibrotic pathophysiologic processes like myocardial infarction, idiopathic pulmonary fibrosis, chronic kidney disease, wound healing, and systemic sclerosis. It will also highlight the many new areas of therapeutic investigation currently underway. Lastly, we will touch upon newly emerging fields investigating the role of fibrosis in macular degeneration and cancer metastasis. The chapters will be written by established experts in their fields, including clinicians (cardiologists, cardiovascular surgeons, pathologists, and general practitioners) and translational biomedical researchers in a wide range of disciplines. However, the material will certainly have a broader audience including medical residents, fellows, and general practitioners as well as M.D. or Ph.D. post-doctoral research fellows. While comprehensive, we'll attempt to present the material in a manner that simplifies the complex pathophysiologic mechanisms that underlie common fibroproliferative diseases while making it appealing to a broad audience.
Supervised Descriptive Pattern Mining
by Sebastián Ventura José María LunaThis book provides a general and comprehensible overview of supervised descriptive pattern mining, considering classic algorithms and those based on heuristics. It provides some formal definitions and a general idea about patterns, pattern mining, the usefulness of patterns in the knowledge discovery process, as well as a brief summary on the tasks related to supervised descriptive pattern mining. It also includes a detailed description on the tasks usually grouped under the term supervised descriptive pattern mining: subgroups discovery, contrast sets and emerging patterns. Additionally, this book includes two tasks, class association rules and exceptional models, that are also considered within this field.A major feature of this book is that it provides a general overview (formal definitions and algorithms) of all the tasks included under the term supervised descriptive pattern mining. It considers the analysis of different algorithms either based on heuristics or based on exhaustive search methodologies for any of these tasks. This book also illustrates how important these techniques are in different fields, a set of real-world applications are described.Last but not least, some related tasks are also considered and analyzed. The final aim of this book is to provide a general review of the supervised descriptive pattern mining field, describing its tasks, its algorithms, its applications, and related tasks (those that share some common features).This book targets developers, engineers and computer scientists aiming to apply classic and heuristic-based algorithms to solve different kinds of pattern mining problems and apply them to real issues. Students and researchers working in this field, can use this comprehensive book (which includes its methods and tools) as a secondary textbook.
Hopf Algebras and Their Generalizations from a Category Theoretical Point of View (Lecture Notes in Mathematics #2226)
by Gabriella BöhmThese lecture notes provide a self-contained introduction to a wide range of generalizations of Hopf algebras. Multiplication of their modules is described by replacing the category of vector spaces with more general monoidal categories, thereby extending the range of applications. Since Sweedler's work in the 1960s, Hopf algebras have earned a noble place in the garden of mathematical structures. Their use is well accepted in fundamental areas such as algebraic geometry, representation theory, algebraic topology, and combinatorics. Now, similar to having moved from groups to groupoids, it is becoming clear that generalizations of Hopf algebras must also be considered. This book offers a unified description of Hopf algebras and their generalizations from a category theoretical point of view. The author applies the theory of liftings to Eilenberg–Moore categories to translate the axioms of each considered variant of a bialgebra (or Hopf algebra) to a bimonad (or Hopf monad) structure on a suitable functor. Covered structures include bialgebroids over arbitrary algebras, in particular weak bialgebras, and bimonoids in duoidal categories, such as bialgebras over commutative rings, semi-Hopf group algebras, small categories, and categories enriched in coalgebras. Graduate students and researchers in algebra and category theory will find this book particularly useful. Including a wide range of illustrative examples, numerous exercises, and completely worked solutions, it is suitable for self-study.
Contemporary Container Security (Palgrave Studies in Maritime Economics)
by Girish Gujar Adolf K. Ng Zaili YangThis book belongs to the Port Economics and Global Supply Chain Management strand of the Palgrave Studies in Maritime Economics book series, commissioned by Hercules Haralambides.This book addresses the security of the global system of maritime-based trade, with a focus on container security. Existing discussions about maritime security are almost always tactical, myopic, and fragmented. This book strives to overcome such defects by discussing maritime security from its myriad perspectives – how we should think about it, how we could measure it, and how we can better manage/control it. In this way, the authors examine the ways in which maritime stakeholders can and should work together to build a more secure and resilient global system of maritime trade.
Explainable and Interpretable Models in Computer Vision and Machine Learning (The Springer Series on Challenges in Machine Learning)
by Hugo Jair Escalante Sergio Escalera Isabelle Guyon Xavier Baró Yağmur Güçlütürk Umut Güçlü Marcel Van GervenThis book compiles leading research on the development of explainable and interpretable machine learning methods in the context of computer vision and machine learning. Research progress in computer vision and pattern recognition has led to a variety of modeling techniques with almost human-like performance. Although these models have obtained astounding results, they are limited in their explainability and interpretability: what is the rationale behind the decision made? what in the model structure explains its functioning? Hence, while good performance is a critical required characteristic for learning machines, explainability and interpretability capabilities are needed to take learning machines to the next step to include them in decision support systems involving human supervision. This book, written by leading international researchers, addresses key topics of explainability and interpretability, including the following: · Evaluation and Generalization in Interpretable Machine Learning · Explanation Methods in Deep Learning · Learning Functional Causal Models with Generative Neural Networks · Learning Interpreatable Rules for Multi-Label Classification · Structuring Neural Networks for More Explainable Predictions · Generating Post Hoc Rationales of Deep Visual Classification Decisions · Ensembling Visual Explanations · Explainable Deep Driving by Visualizing Causal Attention · Interdisciplinary Perspective on Algorithmic Job Candidate Search · Multimodal Personality Trait Analysis for Explainable Modeling of Job Interview Decisions · Inherent Explainability Pattern Theory-based Video Event Interpretations
Key Duties of International Investment Arbitrators: A Transnational Study of Legal and Ethical Dilemmas
by Katia Fach GómezThis book critically analyses how arbitration cases, institutional rules and emerging codes of conduct in the international arbitration sector have dealt with a series of key arbitrator duties to date. In addition, it offers a range of feasible and well-grounded proposals regarding investment arbitrators’ duties in the future. The following aspects are examined in depth: the duty of disclosurethe duty to investigatethe duty of diligence and integrity, which in turn may be divided into temporal availability, a non-delegation of responsibilities, and adhering to appropriate behaviourthe duty of confidentiality, andother duties such as monitoring arbitration costs, or continuous training. Investment arbitration is currently undergoing sweeping changes. The EU proposal to create a Multilateral Investment Court incorporates a number of ground-breaking developments with regard to arbitrators. Whether this new model of permanent “members of the court” will ever become a reality, or whether the classical ex-parte arbitrator system will manage to retain its dominance in the investment arbitration milieu, this book is based on the assumption that there is a current need to re-examine and rethink the main duties of investment arbitrators. Apart from being the first monograph to analyse these duties in detail, the book will spark a crucial debate among international scholars and practitioners. It is essential to identify arbitrators’ duties and find consensus on how they should be reshaped in the near future, so that these central figures in investment arbitration can reinforce the legitimacy of a system that is currently in crisis.
Incorporating Sustainability in Management Education: An Interdisciplinary Approach
by Kenneth Amaeshi Judy N. Muthuri Chris OgbechieResponding to the pressing need of business schools to incorporate sustainability thinking into their curricula, this new book offers fresh thinking on how to achieve this in practical terms. Structured on a typical MBA programme, each chapter explores how sustainability thinking can be integrated into existing subject areas. Rather than being prescriptive, the chapters provide opportunities to reflect on successes as well as challenges associated with embedding sustainability into MBA courses. Contributors explore the employability implications of sustainability and how these are reflected in course designs, pedagogy and assessments. Filling an important gap in current literature, Incorporating Sustainability in Management Education provides important support to Higher Education Institutes who must quickly adapt to this desired change in business school curricula.