Connecting theory with practice, this systematic and rigorous introduction covers the fundamental principles, algorithms and applications of key mathematical models for high-dimensional data analysis. Comprehensive in its approach, it provides unified coverage of many different low-dimensional models and analytical techniques, including sparse and low-rank models, and both convex and non-convex formulations. Readers will learn how to develop efficient and scalable algorithms for solving real-world problems, supported by numerous examples and exercises throughout, and how to use the computational tools learnt in several application contexts. Applications presented include scientific imaging, communication, face recognition, 3D vision, and deep networks for classification. With code available online, this is an ideal textbook for senior and graduate students in computer science, data science, and electrical engineering, as well as for those taking courses on sparsity, low-dimensional structures, and high-dimensional data. Foreword by Emmanuel Candès.
It started with a bang. The big bang! And after eons evolving here on Earth we find ourselves firmly ensconced within the cosmic cradle of space/time -- constrained by the one-way march of time, confined by physical limitations, and not really sure where we came from or where we are going. Before the big bang there was neither space nor time, at least not as we now know them. Anyway that is what the best scientific minds tell us; fact is, we know nothing about the realm that preceded the big bang. However, with the big bang space opened, time flowed, and the evolution of complexity commenced. Immediately following the onset of the big bang, the process of evolution began its developmental activities by combining tiny particles of matter. Atoms merged with atoms and soon were forming molecules. The zeal of the evolutionary process to reach for increased complexity continued its march until molecules formed cells and in time these inanimate cells crossed the critical threshold to become tiny living entities.
In 1970, The Joint Archaeological Expedition to Tell el-Hesi, sponsored by the American Schools of Oriental Research and a consortium of educational institutions, entered the site with the objectives of investigating in greater detail and with more refined methods the stratigraphic divisions identified by Petrie and Bliss. This book appears as the fourth volume in the Joint Expedition's series of final publications regarding their field experience and findings. The Joint Expedition had its first field season in June 1970 and returned to the site for further excavation in the summers of odd-numbered years. The first four seasons (1970-75) have been designated Phase One, and were largely limited to the later occupation levels on the summit and southern slope of the site's northeast hill or acropolis, although there were also probes and limited exploration of the larger Early Bronze (EB) city.
This volume pulls together more than forty years of research to provide graduate students and researchers in astrophysics, gravitational physics, and astronomy with the first self-contained treatment of the structure, stability, and oscillations of rotating neutron stars.
In Newton's classical mechanics, time played the role of a monotonically increasing evolution parameter. Einstein rejected the Newtonian concept and instead identified time as the fourth coordinate of a space-time four-vector. Today, scientists are considering different concepts of time as a means of resolving incompatibilities between relativity and quantum mechanics. Some view time as an emergent property of a system rather than a fundamental property, while others consider two temporal variables. The purpose of this book is to examine the role of time in modern physics so that the reader gains an increased awareness of time and its place in our understanding of nature.
Lecturers, request your electronic inspection copy This sharp, innovative book champions the rising significance of ethnographic research on the use of digital resources around the world. It contextualises digital and pre-digital ethnographic research and demonstrates how the methodological, practical and theoretical dimensions are increasingly intertwined. Digital ethnography is central to our understanding of the social world; it can shape methodology and methods, and provides the technological tools needed to research society. The authoritative team of authors clearly set out how to research localities, objects and events as well as providing insights into exploring individuals’ or communities’ lived experiences, practices and relationships. The book: Defines a series of central concepts in this new branch of social and cultural research Challenges existing conceptual and analytical categories Showcases new and innovative methods Theorises the digital world in new ways Encourages us to rethink pre-digital practices, media and environments This is the ideal introduction for anyone intending to conduct ethnographic research in today’s digital society.
With an editorial team of leading experts from the American College of Emergency Physicians and the American Heart Association, this book is the first complete, clinically oriented reference textbook in emergency cardiovascular care and CPR. The book translates bench research to the clinician's bedside needs and addresses end-of-life issues. The content is appropriate for a large audience including early caregivers, emergency department and CCU nurses, students, residents, fellows, and hospitalists responsible for cardiovascular emergency situations. A companion Website will include the fully searchable text, instructional videos produced by the AHA, and links to ACC, AHA, ASE, ACEP, and ILCOR guidelines and policy statements.
The Incredible Planet is John W. Campbell's sequel to The Mightiest Machine and contains the following: "The Incredible Planet" "The Interstellar Search" "The Infinite Atom
Among the most important and exciting current steps forward in geo-engineering is the development of coupled numerical models. They represent the basic physics of geo-engineering processes which can include the effects of heat, water, mechanics and chemistry. Such models provide an integrating focus for the wide range of geo-engineering disciplines. The articles within this volume were originally presented at the inaugural GeoProc conference held in Stockholm and contain a collection of unusually high quality information not available elsewhere in an edited and coherent form. This collection not only benefits from the latest theoretical developments but also applies them to a number of practical and wide ranging applications. Examples include the environmental issues around radioactive waste disposal deep in rock, and the search for new reserves of oil and gas.
Our understanding of the physical world was revolutionized in the twentieth century — the era of “modern physics”. This book, aimed at the very best students, extends the coverage of the theoretical groundwork of today's physics presented in the previous volume: Introduction to Modern Physics: Theoretical Foundations (Vol. I). Typically, students have to wade through several courses to see many of these topics. The goal is to give them some idea of where they are going, and how things fit together, as they go along.The present book focuses on the following topics: reformulation of quantum mechanics, angular momentum, scattering theory, lagrangian field theory, symmetries, Feynman rules, quantum electrodynamics, including higher-order contributions, path integrals, and canonical transformations for quantum systems. Many problems are included that enhance and extend the coverage. The book assumes a mastery of the material in Vol. I, and the continued development of mathematical skills, including multivariable calculus and linear algebra. Several appendices provide important details, and any additional required mathematics. The reader should then find the text, together with the appendices and problems, to be self-contained. The aim is to cover the framework of modern theoretical physics in sufficient depth that things “make sense” to students, and, when finished, the reader should have an elementary working knowledge in the principal areas of theoretical physics of the twentieth century.
This reference, now in its second edition, is a comprehensive guide that focuses on the practical aspects of excavating and recovering human remains, as well as any associated evidence, from crime scenes. It highlights the protocols and techniques that are used to successfully survey, map, recover, document, collect, and transport evidence. New additions to the reference include discussion questions and suggested readings, updated mapping and measuring techniques, including a section on GIS and backpack differential GPS systems, expanded information on botany, DNA, and soil, and non-forensic burial contexts. Almost 200 illustrations are included to help clarify concepts.
Lightweight Electric/Hybrid Vehicle Design covers the particular automotive design approach required for hybrid/electrical drive vehicles. There is currently huge investment world-wide in electric vehicle propulsion, driven by concern for pollution control and depleting oil resources. The radically different design demands of these new vehicles requires a completely new approach that is covered comprehensively in this book. The book explores the rather dramatic departures in structural configuration necessary for purpose-designed electric vehicle including weight removal in the mechanical systems. It also provides a comprehensive review of the design process in the electric hybrid drive and energy storage systems. Ideal for automotive engineering students and professionals Lightweight Electric/Hybrid Vehicle Design provides a complete introduction to this important new sector of the industry. Comprehensive coverage of all design aspects of electric/hybrid cars in a single volume Packed with case studies and applications In-depth treatment written in a text book style (rather than a theoretical specialist text style)
Reprint of the original, first published in 1873. The publishing house Anatiposi publishes historical books as reprints. Due to their age, these books may have missing pages or inferior quality. Our aim is to preserve these books and make them available to the public so that they do not get lost.
This text focuses on developing an intimate acquaintance with the geometric meaning of curvature and thereby introduces and demonstrates all the main technical tools needed for a more advanced course on Riemannian manifolds. It covers proving the four most fundamental theorems relating curvature and topology: the Gauss-Bonnet Theorem, the Cartan-Hadamard Theorem, Bonnet’s Theorem, and a special case of the Cartan-Ambrose-Hicks Theorem.
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