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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.
Seaweed Ecology and Physiology
A synthesis of concepts and examples of how physiological processes influence seaweed communities worldwide, authored by experts in the field.
Nasal Reconstruction
A nasal reconstruction authority shows you how to obtain the best outcomes and repair unsatisfactory results from former surgeries. In addition to presenting the latest principles and techniques, this new resource also examines evolving concepts and methods, keeping you at the forefront of today's practice. The book emphasizes the restoration of nasal defects-from simple to complex-and achieving normal appearance and function. Comprehensive coverage of all nasal injuries and available surgical methods-both cutting edge as well as older, established approaches-help you choose the best approach for each patient and situation. Full-color clinical photos offer real-life clinical views of conditi...
Current Debates in Film & Media Studies
This book, prepared within the scope of current debates in social sciences, explores significant researches made in both film and media studies in parallel with the acceleration in interdisciplinary studies. In the field of film studies, some of the themes represented in the film are evaluated by using qualitative critical analysis, but the directors' view of cinema is filtered through a critical filter. In the media section, internet self-efficacy based on the aims of using social media, digital literacy levels and innovative personality profiles of young people in the rapidly developing new communication technologies are examined.
Behçet’s Syndrome
Behçet’s Syndrome has seen great strides over the last two decades in the availability of new treatments and the understanding of underlying pathogenesis. Only 30 years ago the majority of particularly young men with Behçet’s lost total eye sight, now only a minority do. This book covers the most recent developments in the basic and clinical aspects of Behçet’s Syndrome. International authorities have collaborated to offer their diverse expert knowledge on the multiple affected organs and systems, including the skin, the eye, the brain, the lungs and not the least the gastrointestinal and the locomotor systems. A special chapter is devoted to juvenile disease. The definitive resource on Behçet’s Syndrome, this book is well suited for rheumatologists, dermatologists, ophthalmologists, neurologists, and health professionals caring for Behçet’s patients.
Augmentation Mastopexy
Breast augmentation paired with mastopexy is often regarded as a challenging procedure since it is essentially two surgeries in one. Because of the complexity of the dual procedure, as well as the careful planning required, many doctors avoid performing these surgeries together, instead preferring their patient to undergo two separate surgeries.These two procedures can be safely performed with methodical planning and intra operative execution. This book provides not only insight and instruction on a variety of mastopexy procedures and accompanying types of breast augmentation, but it will also help the clinician determine the optimal surgery for each individual patient. Primarily meant for p...
WHO Global Report on Falls Prevention in Older Age
The WHO Falls Prevention for Active Ageing model provides an action plan for making progress in reducing the prevalence of falls in the older adult population. By building on the three pillars of falls prevention, the model proposes specific strategies for: 1. Building awareness of the importance of falls prevention and treatment; 2. Improving the assessment of individual, environmental, and societal factors that increase the likelihood of falls; and 3. For facilitating the design and implementation of culturally appropriate, evidence-based interventions that will significantly reduce the number of falls among older persons. The model provides strategies and solutions that will require the e...
Key Concepts in Developmental Psychology
Perfect for courses in child development or developmental psychology and arranged thematically in sections corresponding to chapter headings usually found in textbooks, this book is ideal for students wanting an accessible book to enrich their learning experience. Key Features: - Provides an overview of the place of each concept in Developmental Psychology under three headings, namely its meaning, origins and current usage. - Concepts are grouped into sections corresponding to the main themes usually covered in teaching. - Relevant concepts in the book are emboldened and linked by listing at the end of each concept - Guidance is provided to further reading on each of the concepts discussed. The book will be centrally important to undergraduate students who need to learn the language used by developmental psychologists in describing their studies, but will also help more advanced readers in checking their ideas regarding the nature and uSAGE of particular concepts.
Index Medicus
Vols. for 1963- include as pt. 2 of the Jan. issue: Medical subject headings.
Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation
This book presents recent research in intelligent and fuzzy techniques. Emerging conditions such as pandemic, wars, natural disasters and various high technologies force people for significant changes in business and social life. The adoption of digital technologies to transform services or businesses, through replacing non-digital or manual processes with digital processes or replacing older digital technology with newer digital technologies through intelligent systems is the main scope of this book. It focuses on revealing the reflection of digital transformation in our business and social life under emerging conditions through intelligent and fuzzy systems. The latest intelligent and fuzzy methods and techniques on digital transformation are introduced by theory and applications. The intended readers are intelligent and fuzzy systems researchers, lecturers, M.Sc. and Ph.D. students studying digital transformation. Usage of ordinary fuzzy sets and their extensions, heuristics and metaheuristics from optimization to machine learning, from quality management to risk management makes the book an excellent source for researchers.
