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Enabling the Business of Agriculture 2019
Enabling the Business of Agriculture 2019 presents indicators that measure the laws, regulations and bureaucratic processes that affect farmers in 101 countries. The study covers eight thematic areas: supplying seed, registering fertilizer, securing water, registering machinery, sustaining livestock, protecting plant health, trading food and accessing finance. The report highlights global best performers and countries that made the most significant regulatory improvements in support of farmers.
Graph Representation Learning
Graph-structured data is ubiquitous throughout the natural and social sciences, from telecommunication networks to quantum chemistry. Building relational inductive biases into deep learning architectures is crucial for creating systems that can learn, reason, and generalize from this kind of data. Recent years have seen a surge in research on graph representation learning, including techniques for deep graph embeddings, generalizations of convolutional neural networks to graph-structured data, and neural message-passing approaches inspired by belief propagation. These advances in graph representation learning have led to new state-of-the-art results in numerous domains, including chemical sy...
Prokaryotic Antimicrobial Peptides
The book will provide an overview of the advancement of fundamental knowledge and applications of antimicrobial peptides in biomedical, agricultural, veterinary, food, and cosmetic products. Antimicrobial peptides stand as potentially great alternatives to current antibiotics, and most research in this newly-created area has been published in journals and other periodicals. It is the editors’ opinion that it is timely to sum up the most important achievements in the field and provide the scientific community in a reference book. The goals of this project include illustrating the achievements made so far, debating the state of the art, and drawing new perspectives.
Federated Learning
This book provides a comprehensive and self-contained introduction to federated learning, ranging from the basic knowledge and theories to various key applications. Privacy and incentive issues are the focus of this book. It is timely as federated learning is becoming popular after the release of the General Data Protection Regulation (GDPR). Since federated learning aims to enable a machine model to be collaboratively trained without each party exposing private data to others. This setting adheres to regulatory requirements of data privacy protection such as GDPR. This book contains three main parts. Firstly, it introduces different privacy-preserving methods for protecting a federated lear...
Representation Learning for Natural Language Processing
This open access book provides an overview of the recent advances in representation learning theory, algorithms and applications for natural language processing (NLP). It is divided into three parts. Part I presents the representation learning techniques for multiple language entries, including words, phrases, sentences and documents. Part II then introduces the representation techniques for those objects that are closely related to NLP, including entity-based world knowledge, sememe-based linguistic knowledge, networks, and cross-modal entries. Lastly, Part III provides open resource tools for representation learning techniques, and discusses the remaining challenges and future research directions. The theories and algorithms of representation learning presented can also benefit other related domains such as machine learning, social network analysis, semantic Web, information retrieval, data mining and computational biology. This book is intended for advanced undergraduate and graduate students, post-doctoral fellows, researchers, lecturers, and industrial engineers, as well as anyone interested in representation learning and natural language processing.
Greening Markets
Asia has experienced massive economic growth, characterized by rapid urbanization and industrialization, changing demographics, and increasing consumption and demand for resources. This has contributed to significant environmental degradation. The challenge faced by governments in the region is in identifying and implementing innovative and dynamic policy approaches that are effective at improving environmental quality while sustaining development gains. This report reviews past and ongoing applications of market-based instruments to address air quality, water, and waste management in Asia. It provides recommendations for the use of market-based instruments for more efficient and effective environmental management.
The Zapatista Movement and Mexico's Democratic Transition
Transitions from authoritarian to democratic governments can provide ripe scenarios for the emergence of new, insurgent political actors and causes. During peaceful transitions, such movements may become influential political players and gain representation for previously neglected interests and sectors of the population. But for this to happen, insurgent social movements need opportunities for mobilization, success, and survival. This book looks at Mexico's Zapatista movement, and why the movement was able to mobilize sympathy and support for the indigenous agenda inside and outside of the country, yet failed to achieve their goals vis-à-vis the Mexican state.
3D Printing and Biofabrication
This volume provides an in-depth introduction to 3D printing and biofabrication and covers the recent advances in additive manufacturing for tissue engineering. The book is divided into two parts, the first part on 3D printing discusses conventional approaches in additive manufacturing aimed at fabrication of structures, which are seeded with cells in a subsequent step. The second part on biofabrication presents processes which integrate living cells into the fabrication process.
Craniofacial Trauma
Craniofacial Trauma, Diagnosis and Management offers detailed guidance on the diagnosis, surgical planning, and interdisciplinary treatment of craniofacial trauma. The book is divided into two parts. The first, devoted to classification and diagnosis of craniofacial fractures, includes chapters on anatomy, radiology, fracture classification, fracture mechanisms, epidemiological aspects, symptoms, and specific related aspects of neuro-craniofacial injuries. The second part addresses the treatment of craniofacial trauma, examining operative principles and providing step-by-step descriptions of a variety of hard and soft tissue reconstructive procedures. Complications and late sequelae following craniofacial reconstruction are examined, and a further chapters is devoted to delayed reconstruction of craniofacial defects. New developments and the role of computer-assisted treatment planning are discussed in the final section. This manual will provide an indispensable reference for residents in maxillofacial training and for maxillofacial/ neurosurgeons in the specialized field of craniofacial traumatology.
Leading, Managing, Caring: Understanding Leadership and Management in Health and Social Care
Effective leadership and management in health and social care are built on good practice, strong relationships and a critical understanding of the wider context in which care takes place. Leading, Managing, Caring illustrates how leadership and management work in everyday settings, providing invaluable support to those practising or studying in the area. The book introduces the four core building blocks of the caring manager or leader: personal awareness, team awareness, goal awareness and contextual awareness. Together these form a firm foundation for understanding and practice. Drawing on up-to-date case studies, the authors explore how critical theoretical understanding can support practical attempts to work through complex situations with a diverse range of people. Also included is a toolkit containing carefully selected and practical tools for leading and managing change. This comprehensive textbook is suitable for existing and aspiring managers and leaders in a range of health and social care professions, or anyone interested in understanding more about the complex landscape in which care services are managed and delivered in the UK.
