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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...
Mineral Resources of Turkey
This book furnishes detailed information about Turkey's existing mineral resources, besides providing concepts and ideas which may help the search for potential mineral resources in the future. It is a first book in the English-language international literature on mineral resources of Turkey and it is aimed at economic geologists, mining engineers, and mining investors, as well as graduate and undergraduate students. This work focuses mainly on a range of mineral systems and related geological features throughout Turkey. Taking into account the lack of international literature on these resources, a considerable portion of the book explains the geological context of the region and the settings in which the mineral resources occur. The genetic characteristics of these mineral resources are emphasized and important information is also presented on their economic aspects. All chapter contributions are prepared by researchers and professional geologists.
Temporomandibular Disorders
Part I: Biologic Basis Section A: Anatomy and Function 1. Functional Anatomy and Biomechanics of the Masticatory Apparatus?William L. Hylander 2. Anatomy and Function of the TMJ?Ales Obrez & Luigi M. Gallo 3. TMJ Growth, Adaptive Modeling and Remodeling, and Compensatory Mechanisms?Boudewijn Stegenga & Lambert G.M. de Bont 4. Sensory and Motor Neurophysiology of the TMJ?Barry J. Sessle Section B: Pathophysiology of the TMDs 5. Persistent Orofacial Pain?Ronald Dubner & Ke Ren 6. Muscular Pain and Dysfunction?James P. Lund 7. TMJ Osteoarthritis?Stephen B. Milam 8. TMJ Disc Derangements?Boudewijn Stegenga & Lambert G.M. de Bont 9. Systemic Conditions Affecting the TMJ?Mauno Kononen & Bengt Wenneberg Part II: Clinical Management Section A: Diagnostic Modalities 10. TMJ Imaging?Tore A. Larheim & Per-Lenn.
Ternary and Multinary Compounds
Multinary compounds are now used in a wide range of devices, including photovoltaic solar cells, light emitters and detectors, and piezoelectric actuators. Ternary and Multinary Compounds provides an interdisciplinary forum for scientists and engineers working on fundamental and applied aspects of these materials. The volume focuses on optoelectronic properties, electronic band structure, charge carrier transport, optical and magnetic properties, and superconductivity. It includes chapters on the research and development of new techniques and novel materials, such as laser ablation deposition and ferroelectrics.
Increasing Teacher Effectiveness
This publication examines the issue of how teachers teach and how they can become more effective and summarises the research results in both developed and developing countries. The topics covered include: understanding teacher effectiveness; the structure and standards of learning units; classroom environment; classroom management; the structure of lessons; communication.
Television and Child Development
On the social, cognitive and emotional development of children and television
Metric Learning
Similarity between objects plays an important role in both human cognitive processes and artificial systems for recognition and categorization. How to appropriately measure such similarities for a given task is crucial to the performance of many machine learning, pattern recognition and data mining methods. This book is devoted to metric learning, a set of techniques to automatically learn similarity and distance functions from data that has attracted a lot of interest in machine learning and related fields in the past ten years. In this book, we provide a thorough review of the metric learning literature that covers algorithms, theory and applications for both numerical and structured data....
Centaurs and Amazons
DIVTraces the development of the Greek hierarchical view of life that continues to permeate Western society /div
Women, Violence and War
Women Remember the War, 1941-1945 offers a brief introduction to the experiences of Wisconsin women in World War II through selections from oral history interviews in which women addressed issues concerning their wartime lives. In this volume, more than 30 women describe how they balanced their more traditional roles in the home with new demands placed on them by the biggest global conflict in history. This book provides a rich mix of insights, incorporating the perspectives of workers in factories, in offices, and on farms as well as those of wives and mothers who found their work in the home. In addition, the volume contains accounts by women who served overseas in the military and the Red Cross. These accounts provide readers with a vivid picture of how women coped with the stresses created by their daily lives and by the additional burden of worrying about loved ones fighting overseas.
