This open access book as one of the fastest-growing areas of research in machine learning, metalearning studies principled methods to obtain efficient models and solutions by adapting machine learning and data mining processes. This adaptation usually exploits information from past experience on other tasks and the adaptive processes can involve machine learning approaches. As a related area to metalearning and a hot topic currently, automated machine learning (AutoML) is concerned with automating the machine learning processes. Metalearning and AutoML can help AI learn to control the application of different learning methods and acquire new solutions faster without unnecessary interventions from the user. This book offers a comprehensive and thorough introduction to almost all aspects of metalearning and AutoML, covering the basic concepts and architecture, evaluation, datasets, hyperparameter optimization, ensembles and workflows, and also how this knowledge can be used to select, combine, compose, adapt and configure both algorithms and models to yield faster and better solutions to data mining and data science problems. It can thus help developers to develop systems that can improve themselves through experience. This book is a substantial update of the first edition published in 2009. It includes 18 chapters, more than twice as much as the previous version. This enabled the authors to cover the most relevant topics in more depth and incorporate the overview of recent research in the respective area. The book will be of interest to researchers and graduate students in the areas of machine learning, data mining, data science and artificial intelligence.
Robert Levine tells the story of Carolina Maria de Jesus (1914-1977), Brazilian, Black, illegitimate, extremely poor, and Brazil's best-selling author upon the publication of her journals.
Urban planning on the five Lusophone African countries - Angola, Cape Verde, Guinea-Bissau, Mozambique, and Sao Tome and Príncipe - has so far been relatively overlooked in planning literature. Bringing together a team of leading scholars, this book fills the gap by providing an in-depth analysis of key issues in the history of urban planning and discussing the key challenges confronting contemporary urban planning in these countries. The book argues that urban planning is a non-neutral and non-value free kind of public action and, therefore, ideology, planning theories, urban models and the ideological role urban planning has played are some of the key issues addressed. For that reason, the practice of Urban Planning is also seen as the outcome of a complex interrelationship between structure and agency, with the role of key planers being examined in some of the chapters. The findings and insights presented by the contributing authors confirm previous research on urban planning in the colonial and postcolonial periods in Lusophone African countries and at the same time break fresh ground and offer additional insights as new evidence has been collected from archives and in fieldwork carried out by a new generation of researchers. In addition, it outlines possible directions for future research.
The Xavánte in Transition presents a diachronic view of the long and complex interaction between the Xavánte, an indigenous people of the Brazilian Amazon, and the surrounding nation, documenting the effects of this interaction on Xavánte health, ecology, and biology. A powerful example of how a small-scale society, buffeted by political and economic forces at the national level and beyond, attempts to cope with changing conditions, this study will be important reading for demographers, economists, environmentalists, and public health workers. ". . . an integrated and politically informed anthropology for the new millennium. They show how the local and the regional meet on the ground and under the skin." --Alan H. Goodman, Professor of Biological Anthropology, Hampshire College "This volume delivers what it promises. Drawing on twenty-five years of team research, the authors combine history, ethnography and bioanthropology on the cutting edge of science in highly readable form." --Daniel Gross, Lead Anthropologist, The World Bank "No doubt it will serve as a model for future interdisciplinary scholarship. It promises to be highly relevant to policy formulation and implementation of health care programs among small-scale populations in Brazil and elsewhere." --Laura R. Graham, Professor of Anthropology, University of Iowa Carlos E. A. Coimbra Jr. is Professor of Medical Anthropology at the National School of Public Health, Rio de Janeiro.Nancy M. Flowers is Adjunct Associate Professor of Anthropology, Hunter College. Francisco M. Salzano is Emeritus Professor, Department of Genetics, Federal University of Rio Grande do Sul, Brazil. Ricardo V. Santos is Professor of Biological Anthropology at the National School of Public Health and at the National Museum IUFRJ, Rio de Janeiro.
A landmark in Brazilian music scholarship, A Respectable Spell introduces English-speaking readers to the rich history of samba from its nineteenth century origins to its emergence as a distinctive genre in the 1930s. Merging storytelling with theory, Carlos Sandroni profiles performers, composers, and others while analyzing the complex ideologies their music can communicate in their lyrics and rhythms, and how the meaning of songs and musical genres can vary depending on social and historical context. He also delves into lundu, modinha, maxixe, and many other genres of Brazilian music; presents the little-heard voices and perspectives of marginalized Brazilians like the African-descended sambistas; and presents a study in step with the types of decolonial approaches to ethnomusicology that have since emerged, treating the people being studied not only as makers of music but also of knowledge. Incisive and comprehensive, A Respectable Spell tells the compelling story of an iconic Brazilian musical genre.
The book integrates texts prepared by a single author and is based on a variety of fundamental concepts and instruments applied in investment decisions from a diversity of texts. The book approaches investment decisions from the perspective of the financial system and economic agents (which can be investors and borrowers of funds, firms, or individuals). The wide variety of assets available is one of the reasons why new methods for managing an investment portfolio often emerge. Thus, by opting for a more comprehensive approach, it is possible to cover a more comprehensive range of financial assets and investment strategies. As this is a compilation of articles, the 24 chapters cover topics such as the globalization of markets, leverage and working capital in corporate finance, asset and liability management and corporate hedging, investment decisions and business valuation, besides concepts and applications of macro and microeconomics.
Paracoccidioidomycosis continues to be a serious health problem among rural workers in many Latin American countries. This deep mycosis has many similarities to other deep mycoses that affect the developed world. Furthermore, P. brasiliensis is becoming an excellent tool for basic studies (e.g., dimorphism, hormone-mediated host interactions, ecology). Paracoccidioidomycosis is an important publication with 30 chapters covering every aspect of the disease from its etiological agent, P. brasiliensis, to the clinical manifestations and treatment. The chapters are written by 45 specialists, each one a leading figure in his or her area of research. This reference is the first of its kind to be written in English. The book is a valuable addition to the reference collections of basic researchers and applied mycologists, as well as clinicians and others working with infectious and tropical diseases. It can also be used for courses on medical mycology.
Starting out from humankind's earliest ideas about the cosmos, this book gives the reader a clear overview of our current understanding of the universe, including big bang theories and the formation of stars and galaxies, as well as addressing open questions. The author shows how our present view gradually developed from observations, and also how the outcome of ongoing research may still change this view. The book brings together concepts in physics and astronomy, including some history in both cases. The text is descriptive rather than technical: the goal is to present things rigorously and without oversimplification, by highlighting the crucial physical concepts. The only prerequisite is a qualitative knowledge of basic physics concepts at high-school level.
Selected as one of "The 2005 Great Books in Cardiology" by The American Journal of Cardiology®, The Ultimate Echo Guide provides a complete echocardiography consultation in an easy, fast, and succinct manner. Geared toward the trainee and clinician, the bulleted format provides complete information in a concise reader-friendly text. Echocardiographic evaluation of the most common cardiovascular diseases is covered in a succinct, logical manner, from an introduction with definitions, indications for various echo techniques, through interpretation. Discussion of each echo technique—M-mode, 2-D, Doppler TTE, and TEE—includes best imaging planes, diagnostic methods, diagnostic formulas, key diagnostic features, data on accuracy and prognosis, and alerts to potential pitfalls. Highlights of this Second Edition include: • New chapter on Hypertrophic Obstructive Cardiomyopathy; • Comparison tables and figures for TTE and TEE findings; • More color images; • Online access to searchable text and more than 375 echo clips
This book constitutes the refereed proceedings of the 12th Portuguese Conference on Artificial Intelligence, EPIA 2005, held in Covilhã, Portugal in December 2005 as nine integrated workshops. The 58 revised full papers presented were carefully reviewed and selected from a total of 167 submissions. In accordance with the nine constituting workshops, the papers are organized in topical sections on general artificial intelligence (GAIW 2005), affective computing (AC 2005), artificial life and evolutionary algorithms (ALEA 2005), building and applying ontologies for the semantic Web (BAOSW 2005), computational methods in bioinformatics (CMB 2005), extracting knowledge from databases and warehouses (EKDB&W 2005), intelligent robotics (IROBOT 2005), multi-agent systems: theory and applications (MASTA 2005), and text mining and applications (TEMA 2005).
Introduces the basics of the language to speak, listen, read and understand the need to communicate in everyday situations: at the airport, restaurant, etc. on purchases. The guides bring these everyday situations divided by subject in alphabetical order, and a vocabulary of basic words in the language. A quick and easy way to communicate when traveling. Apresenta noções básicas do idioma para falar, ouvir, ler e compreender o necessário para se comunicar em situações do dia a dia: no aeroporto, no restaurante, nas compras etc. Os guias trazem essas situações do cotidiano divididas por temas em ordem alfabética, além de um vocabulário com as palavras básicas do idioma. Um modo rápido e fácil de se comunicar em viagens.
Publisher's Note: Products purchased from 3rd Party sellers are not guaranteed by the Publisher for quality, authenticity, or access to any online entitlements included with the product. For more than 30 years, Perez and Brady's Principles and Practice of Radiation Oncology has been the must-have standard reference for radiation oncologists and radiation oncology residents who need a comprehensive text covering both the biological and physical science aspects of this complex field as well as disease site-specific information on the integrated, multidisciplinary management of patients with cancer. The book has established itself as the discipline’s "text-of-record," belonging on the shelf of all of those working in the field. The Seventh Edition continues this tradition of excellence with extensive updates throughout, many new chapters, and more than 1,400 full-color illustrations that highlight key concepts in tumor pathogenesis, diagnosis, and targeted radiation therapy.
The concepts represented in this textbook are explored for the first time in assistive and rehabilitation robotics, which is the combination of physical, cognitive, and social human-robot interaction to empower gait rehabilitation and assist human mobility. The aim is to consolidate the methodologies, modules, and technologies implemented in lower-limb exoskeletons, smart walkers, and social robots when human gait assistance and rehabilitation are the primary targets. This book presents the combination of emergent technologies in healthcare applications and robotics science, such as soft robotics, force control, novel sensing methods, brain-computer interfaces, serious games, automatic learning, and motion planning. From the clinical perspective, case studies are presented for testing and evaluating how those robots interact with humans, analyzing acceptance, perception, biomechanics factors, and physiological mechanisms of recovery during the robotic assistance or therapy. Interfacing Humans and Robots for Gait Assistance and Rehabilitation will enable undergraduate and graduate students of biomedical engineering, rehabilitation engineering, robotics, and health sciences to understand the clinical needs, technology, and science of human-robot interaction behind robotic devices for rehabilitation, and the evidence and implications related to the implementation of those devices in actual therapy and daily life applications.
Gold Medalist, 2021 Independent Publisher Book Awards in the Transportation (Auto/Aviation/Railroad) Category Co-Winner of the 2020 Global Division Outstanding Book Award presented by the Global Division of the Society for the Study of Social Problems Walkable precincts have become an important component of urban revitalization on both sides of the Atlantic. In Walkable Cities, Carlos J. L. Balsas examines a range of city scales and geographic settings on three continents, focusing on the Iberian Peninsula (Spain and Portugal), Latin America (Brazil and Mexico), and the United States (Phoenix and New York City). He explains how this "pedestrianization of Main Street" approach to central locations (downtowns and midtowns) has contributed to strengthening various urban functions, such as urban vitality, pedestrian and bicyclist safety, tourism, and more. However, it has also put pressure on less affluent, peripheral, and fragile areas due to higher levels of consumption and waste generation. Balsas calls attention to the need to base urban revitalization interventions on more spatially and socially just interventions coupled with sustainable consumption practices that do not necessarily entail high growth levels, but instead aim to improve the quality of city life.
This book was developed to help students and researchers in the fields of economics, finance, law and other social science areas to understand and apply neuroscience. With the use of neuroscience technologies, it is now possible to understand how people make decisions in practice, using friendly and ecological experimental setups. The first half of the book studies the decision-making process and explains how the brain is organized. It presents the brain as a distributed processing system, shows how to record brain activities, and how to combine neurosciences and statistical tools to design experiments. In the last chapters, experiments on stock market decision, dilemma judgment, vote decision and understanding of media propaganda are described and discussed.
Two main themes of the book are that (1) politics can distort optimal fiscal policy through elections and through political fragmentation, and (2) rules and institutions can attenuate the negative effects of this dynamic. The book has three parts: part 1 (9 chapters) outlines the problems; part 2 (6 chapters) outlines how institutions and fiscal rules can offer solutions; and part 3 (4 chapters) discusses how multilevel governance frameworks can help.
Industrial Applications of Machine Learning shows how machine learning can be applied to address real-world problems in the fourth industrial revolution, and provides the required knowledge and tools to empower readers to build their own solutions based on theory and practice. The book introduces the fourth industrial revolution and its current impact on organizations and society. It explores machine learning fundamentals, and includes four case studies that address a real-world problem in the manufacturing or logistics domains, and approaches machine learning solutions from an application-oriented point of view. The book should be of special interest to researchers interested in real-world industrial problems. Features Describes the opportunities, challenges, issues, and trends offered by the fourth industrial revolution Provides a user-friendly introduction to machine learning with examples of cutting-edge applications in different industrial sectors Includes four case studies addressing real-world industrial problems solved with machine learning techniques A dedicated website for the book contains the datasets of the case studies for the reader's reproduction, enabling the groundwork for future problem-solving Uses of three of the most widespread software and programming languages within the engineering and data science communities, namely R, Python, and Weka
The main objective of this book is to explain how contemporary literatures in Spanish and Portuguese are dealing with artistic creativity when artmaking is no longer a specialised field of cultural production, but rather an expanded field of socioeconomic interaction, personal and creative self-definition and collective imagination. The project positions the contemporary art novel as the most suitable place to understand how the economisation of cultural labour is affecting writers and artists alike. The authors examined in this book, including José Saramago, Rita Indiana Hernández, María Gainza, Mayra Santos Febres and Ondjaki (amongst others) explore the contradictions of the art market, the dynamics of art education, the multifaceted activity of curators and socially engaged artists in relation to broader debates on the role of culture in the configuration of socioeconomic dynamics. The book maps a new trend within contemporary literature that taps into the visual art system to reassess the role of literature in critical ways.
In Art Effects Carlos Fausto explores the interplay between indigenous material culture and ontology in ritual contexts, interpreting the agency of artifacts and indigenous presences and addressing major themes in anthropological theory and art history to study ritual images in the widest sense. Fausto delves into analyses of the body, aerophones, ritual masks, and anthropomorphic effigies while making a broad comparison between Amerindian visual regimes and the Christian imagistic tradition. Drawing on his extensive fieldwork in Amazonia, Fausto offers a rich tapestry of inductive theorizing in understanding anthropology's most complex subjects of analysis, such as praxis and materiality, ontology and belief, the power of images and mimesis, anthropomorphism and zoomorphism, and animism and posthumanism. Art Effects also brims with suggestive, hemispheric comparisons of South American and North American indigenous masks. In this tantalizing interdisciplinary work with echoes of Franz Boas, Pierre Clastres, and Claude Lévi-Strauss, among others, Fausto asks: how do objects and ritual images acquire their efficacy and affect human beings?
Shaken by the Russian invasion of Ukraine and staggering after the COVID-19 pandemic, the global political order is entering a new era of volatile uncertainty that may roll back the gains of the last century. Open democracies, where opponents respect one another even as they contest for power, are under threat from the rising tide of populism. In this stark new world, political opponents are enemies to be destroyed by fake news, and independent institutions are being used as tools to perpetuate power. In societies as diverse as Argentina, the Philippines, Tanzania and Hungary, populists have taken power, promising to restore accountability to the people. But, once in office, they have sought to hollow out democracy and to demonise the opposition as they hold onto power and oversee the economic decline of their countries. In the Name of the People examines populism from its Latin American roots to liberation movements in Africa and the rise of a new European nationalism. At its most virulent, populism has destroyed democracies from the inside out, causing social instability, economic catastrophe and, in some cases, authoritarian repression. In other cases, such as in South Africa, populism is a rising threat as strong constitutional guarantees of democratic accountability come under fire. The authors analyse 13 countries across the globe to understand how populism is evolving into a threat to free and open societies, addressing questions such as: Where is populism taking us? Is there hope of a return to rational policy-making? Is the world doomed to descend into ever-greater conflict?
This book provides an essential introduction to the field of dynamical models. Starting from classical theories such as set theory and probability, it allows readers to draw near to the fuzzy case. On one hand, the book equips readers with a fundamental understanding of the theoretical underpinnings of fuzzy sets and fuzzy dynamical systems. On the other, it demonstrates how these theories are used to solve modeling problems in biomathematics, and presents existing derivatives and integrals applied to the context of fuzzy functions. Each of the major topics is accompanied by examples, worked-out exercises, and exercises to be completed. Moreover, many applications to real problems are presented. The book has been developed on the basis of the authors’ lectures to university students and is accordingly primarily intended as a textbook for both upper-level undergraduates and graduates in applied mathematics, statistics, and engineering. It also offers a valuable resource for practitioners such as mathematical consultants and modelers, and for researchers alike, as it may provide both groups with new ideas and inspirations for projects in the fields of fuzzy logic and biomathematics.
This paper examines the transmission of changes in the U.S. monetary policy to localcurrency sovereign bond yields of Brazil and Mexico. Using vector error-correction models, we find that the U.S. 10-year bond yield was a key driver of long-term yields in these countries, and that Brazilian yields were more sensitive to U.S. shocks than Mexican yields during 2010–13. Remarkably, the propagation of shocks from U.S. long-term yields was amplified by changes in the policy rate in Brazil, but not in Mexico. Our counterfactual analysis suggests that yields in both countries temporarily overshot the values predicted by the model in the aftermath of the Fed’s “tapering” announcement in May 2013. This study suggests that emerging markets will need to contend with potential spillovers from shifts in monetary policy expectations in the U.S., which often lead to higher government bond interest rates and bouts of volatility.
The modern society is determined by a rational economic system, based on the individualistic behavior of man, which determines and models social institutions where the elements associated to equality and solidarity are not properly incorporated into the economic systems. We deem it necessary to explore other dimensions of human reality other than rationality in order to accomplish our true purpose: the implementation of a type of organization where collaboration, solidarity, and caring for others shape organizational and social systems. To this end, we must start by reviewing which factors affect human behavior so that a harmonious human social system may be created. Humans cannot be represented only as rational beings in order to deal properly with motivational factors in organizational and social systems. Factors other than reason should be included in the sources of motivation of people, like heart, consciousness, and intuition. A different type of organization should be based on a different paradigm in order to replace modern organizations. The search for this new paradigm may be provided by natural systems. A different organizational model can be created based on the organic paradigm in order to build an alternative organizational structure. The term organic will denote an organizational net structure, which can be modeled as an organic system with properties specific to organic beings, such as adaptation, integration, collaboration, equilibrium, and flexibility. The organic structure is a powerful tool for modeling social, organizational, and natural structures. The organic organization should be based on a higher principle: the law of love. Man should be able to dream and work for the establishment of more harmonious organizational and social systems, by the adoption of this powerful metaphor, to create fairer, more cooperative, and more harmonious social and organizational realities. This may lead to the establishment of the organic society by means of incorporating the organic paradigm into social and organizational institutions. The law of love and the creation of the organic society show what can be done at both organizational and social levels to design a social order where the separateness can be finally overcome. The organic paradigm is a powerful tool to stimulate mans integration to both society and nature, potentially more powerful than the existing individualistic and rational paradigms.
Endothelium and Cardiovascular Diseases: Vascular Biology and Clinical Syndromes provides an in-depth examination of the role of endothelium and endothelial dysfunction in normal vascular function, and in a broad spectrum of clinical syndromes, from atherosclerosis, to cognitive disturbances and eclampsia. The endothelium is a major participant in the pathophysiology of diseases, such as atherosclerosis, diabetes and hypertension, and these entities are responsible for the largest part of cardiovascular mortality and morbidly. Over the last decade major new discoveries and concepts involving the endothelium have come to light. This important reference collects this data in an easy to reference resource. Written by known experts, and covering all aspects of endothelial function in health and disease, this reference represents an assembly of recent knowledge that is essential to both basic investigators and clinicians. - Provides a complete overview of endothelial function in health and diseases, along with an assessment of new information - Includes coverage of groundbreaking areas, including the artificial LDL particle, the development of a new anti-erectile dysfunction agent, a vaccine for atherosclerosis, coronary calcification associated with red wine, and the interplay of endoplasmic reticulum/oxidative stress - Explores the genetic features of endothelium and the interaction between basic knowledge and clinical syndromes
Health and Longevity. Learn to think and act ahead and avoid future health problems. Get rid of the diseases of society, so as not to lose the essence of life and its real meaning. Get rid of chronic diseases. Guarantee your exemption from attempts at cure by fixing on perfect immunity. And this is something urgent that you have to do!
Brazil is the world's sixth-largest economy, and for the first three-quarters of the twentieth century was one of the fastest-growing countries in the world. While the country underwent two decades of unrelenting decline from 1975 to 1994, the economy has rebounded dramatically. How did this nation become an emerging power? Brazil in Transition looks at the factors behind why this particular country has successfully progressed up the economic development ladder. The authors examine the roles of beliefs, leadership, and institutions in the elusive, critical transition to sustainable development. Analyzing the last fifty years of Brazil's history, the authors explain how the nation's beliefs, centered on social inclusion yet bound by orthodox economic policies, led to institutions that altered economic, political, and social outcomes. Brazil's growth and inflation became less variable, the rule of law strengthened, politics became more open and competitive, and poverty and inequality declined. While these changes have led to a remarkable economic transformation, there have also been economic distortions and inefficiencies that the authors argue are part of the development process. Brazil in Transition demonstrates how a dynamic nation seized windows of opportunity to become a more equal, prosperous, and rules-based society.
This book discusses the impact of climate change on rural forest areas. It analyses data provided by the Portuguese Institute of the Sea and Atmosphere (IPMA) to not only demonstrate that climate change has occurred in Portuguese forests, but also to suggest how forestry practices can be adapted to minimise its effects. In turn, the book distils data collected over several years into a comprehensive and coherent review of the ways in which the climate has changed in Portugal. It addresses the changes in rainfall, temperatures, and climatic anomalies, and how these changes correlate with effects such as rural forest fires. Though the text chiefly focuses on Portugal, the tools implemented are easily transferable to other countries and regions, making it relevant to readers around the globe. The book offers a valuable asset for students, researchers, foresters and those working at environmental (research) institutions.
The book is a comprehensive, self-contained introduction to the mathematical modeling and analysis of disease transmission models. It includes (i) an introduction to the main concepts of compartmental models including models with heterogeneous mixing of individuals and models for vector-transmitted diseases, (ii) a detailed analysis of models for important specific diseases, including tuberculosis, HIV/AIDS, influenza, Ebola virus disease, malaria, dengue fever and the Zika virus, (iii) an introduction to more advanced mathematical topics, including age structure, spatial structure, and mobility, and (iv) some challenges and opportunities for the future. There are exercises of varying degrees of difficulty, and projects leading to new research directions. For the benefit of public health professionals whose contact with mathematics may not be recent, there is an appendix covering the necessary mathematical background. There are indications which sections require a strong mathematical background so that the book can be useful for both mathematical modelers and public health professionals.
This book uses micro-level data for 18 Latin American countries to examine the choices adolescents make in three areas of behavior: their time allocation toward school and work, their sexual behavior and fertility, and their adoption of adult roles as they marry or cohabitate. Analyzing these issues comparatively across countries provides a richer contrast of the broad range of behavior among youth around the region than traditional country studies. The analysis pays particular attention to the accumulation of human capital, a key determinant of living standards at the individual level and social progress at the aggregate level.
Building the Republican State is an insightful analysis of the new state and the new public management that is emerging in the twenty-first century. It presents the historical stages that led to the modern state, identifies a crisis of the nation-state and its origins in a fiscal crisis and in globalization, and situates public management in the last phase - the social-liberal and republican state. To understand such stages the author develops the theory of republicanrights, as a fourth type of citizenship right, after the civil, the political, and the social rights.The book contains an original model of reform, in which the roles of the state, the forms of ownership, the types of public administration, and the organizational-institutions indicated in each situation are put together. Additionally, the book discusses the political theories behind the reform, and its political implications. Throughout the book, the author underlines the complementary roles of markets and the state, and the importance of building state capacity to assure administrativeefficiency, always having in count the 'democratic constraint', i.e., the prevalence of the political over the economic realm.This is essential reading both for those studying political theory and government reform, as well as for anyone interested in state politics and globalization.
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