The overwhelming data produced everyday and the increasing performance and cost requirements of applications are transversal to a wide range of activities in society, from science to industry. In particular, the magnitude and complexity of the tasks that Machine Learning (ML) algorithms have to solve are driving the need to devise adaptive many-core machines that scale well with the volume of data, or in other words, can handle Big Data. This book gives a concise view on how to extend the applicability of well-known ML algorithms in Graphics Processing Unit (GPU) with data scalability in mind. It presents a series of new techniques to enhance, scale and distribute data in a Big Learning framework. It is not intended to be a comprehensive survey of the state of the art of the whole field of machine learning for Big Data. Its purpose is less ambitious and more practical: to explain and illustrate existing and novel GPU-based ML algorithms, not viewed as a universal solution for the Big Data challenges but rather as part of the answer, which may require the use of different strategies coupled together.
A story does not live until it is read. It is at the moment when the ink stains on a piece of paper become something else. A story can be a nightmare, a hero's journey, an adventure, or even a sweet kiss. In this volume of 8 Bit Pulp, we present for your reading pleasure all of the above. Included in this paper back are 10 amazing tales, with 15 pages of comic book content, along with a small pin-up gallery. This is our second Pulp anthology and we would love for you to come play in our sand box.
Pulmonary infections are notorious in causing considerable morbidity and mortality. Caused by bacteria, viruses or fungi, respiratory infections require distinct knowledge of recent advances in pathogenesis. Progress in the understanding of immunopathogenesis of Acinetobacter baumannii infection will explain how an atypical organism establishes infection. The chapter regarding pulmonary nontuberculous mycobacterial infections in the State of Para depicts a unique study in an endemic region for tuberculosis in North of Brazil. The diagnosis and treatment of latent tuberculosis is a formidable challenge. Thus, new developments in diagnosis and treatment of latent tuberculosis are included in this book. Challenging in their diagnosis, nontuberculous mycobacterial pulmonary diseases require special education for management. The problems of respiratory infections in the immunocompromised host are increasing in numbers and in resilience to treatment. Therefore, the chapter describing the host immune responses against pulmonary fungal pathogens comes as a necessary section in this book. The insight brought forth from this book can be valuable for both clinicians and scientists.
The writers and artists at Destiny Comics have spent more than a year trying to bring exciting new material to the world. From the minds that brought you four stunning issues comes the next wonderful and amazing installment of the 8-Bit Pulp series. 8-Bit Pulp is a mind-blowing pulp magazine that is a fun, easy read. Available within these pages is a world of romance, science fiction, and spine-tingling thrillers. By opening these pages, one opens the door to adventure and excitement.
The overwhelming data produced everyday and the increasing performance and cost requirements of applications are transversal to a wide range of activities in society, from science to industry. In particular, the magnitude and complexity of the tasks that Machine Learning (ML) algorithms have to solve are driving the need to devise adaptive many-core machines that scale well with the volume of data, or in other words, can handle Big Data. This book gives a concise view on how to extend the applicability of well-known ML algorithms in Graphics Processing Unit (GPU) with data scalability in mind. It presents a series of new techniques to enhance, scale and distribute data in a Big Learning framework. It is not intended to be a comprehensive survey of the state of the art of the whole field of machine learning for Big Data. Its purpose is less ambitious and more practical: to explain and illustrate existing and novel GPU-based ML algorithms, not viewed as a universal solution for the Big Data challenges but rather as part of the answer, which may require the use of different strategies coupled together.
Winner of the 2013 DeGroot Prize. A state-of-the-art presentation of spatio-temporal processes, bridging classic ideas with modern hierarchical statistical modeling concepts and the latest computational methods Noel Cressie and Christopher K. Wikle, are also winners of the 2011 PROSE Award in the Mathematics category, for the book “Statistics for Spatio-Temporal Data” (2011), published by John Wiley and Sons. (The PROSE awards, for Professional and Scholarly Excellence, are given by the Association of American Publishers, the national trade association of the US book publishing industry.) Statistics for Spatio-Temporal Data has now been reprinted with small corrections to the text and the bibliography. The overall content and pagination of the new printing remains the same; the difference comes in the form of corrections to typographical errors, editing of incomplete and missing references, and some updated spatio-temporal interpretations. From understanding environmental processes and climate trends to developing new technologies for mapping public-health data and the spread of invasive-species, there is a high demand for statistical analyses of data that take spatial, temporal, and spatio-temporal information into account. Statistics for Spatio-Temporal Data presents a systematic approach to key quantitative techniques that incorporate the latest advances in statistical computing as well as hierarchical, particularly Bayesian, statistical modeling, with an emphasis on dynamical spatio-temporal models. Cressie and Wikle supply a unique presentation that incorporates ideas from the areas of time series and spatial statistics as well as stochastic processes. Beginning with separate treatments of temporal data and spatial data, the book combines these concepts to discuss spatio-temporal statistical methods for understanding complex processes. Topics of coverage include: Exploratory methods for spatio-temporal data, including visualization, spectral analysis, empirical orthogonal function analysis, and LISAs Spatio-temporal covariance functions, spatio-temporal kriging, and time series of spatial processes Development of hierarchical dynamical spatio-temporal models (DSTMs), with discussion of linear and nonlinear DSTMs and computational algorithms for their implementation Quantifying and exploring spatio-temporal variability in scientific applications, including case studies based on real-world environmental data Throughout the book, interesting applications demonstrate the relevance of the presented concepts. Vivid, full-color graphics emphasize the visual nature of the topic, and a related FTP site contains supplementary material. Statistics for Spatio-Temporal Data is an excellent book for a graduate-level course on spatio-temporal statistics. It is also a valuable reference for researchers and practitioners in the fields of applied mathematics, engineering, and the environmental and health sciences.
At a time when people are living into their tenth decade, the longest longitudinal study of human development ever undertaken offers welcome news for old age: our lives evolve in our later years and often become more fulfilling. Reporting on all aspects of male life Triumphs of Experience shares a number of surprising findings.
If you don't give me Heaven, I'll raise hell-'til it's Heaven -Jay-Z Go ahead, put this book down. You're probably one of those people who reads blurbs on the back of books and bases their decision on whether or not to buy it without even flipping through the pages. And even if you did you'd probably say, "Whoa, this is way too thought-provoking. Let me see if that guy who wrote The Da Vinci Code has anything new out. I really enjoyed that book." So you'll put the book down and return to your mediocre unenlightened existence, having never experienced the genius of Noel Rogers. But don't let his ego fool you. The pages underneath this blurb are a giant bomb of knowledge that has waited twenty-eight years to drop into our collective consciousness. This is the most important book of the 21st Century-um, so far. Take a trip into the mind of an artist who began life scared and alone, grew up angry and doubtful, but ends up believing in anything, everything and nothing all at once. If You Don't Give Me Heaven is a crazy concoction of metaphysical madness. There's something for everyone (yes, even you): rants, reflections and revelations. But don't let the alliteration fool you. Noel plays the tortured-soul angle like a finely tuned Theremin. He piles meta upon meta of self-reference on top of each other and still comes out sane. He remixes fact and fiction so seamlessly that there is no longer a difference between the two. He lifts us out of our mediocre, unenlightened lives and into the craziest reality ever. Stop reading this. Flip the book over. Turn the first page. Keep going. It will all make sense if you have three brain cells. -Marcus D'Ambrose Teacher, Hero
Updated and available for the first time in English, Mafia Inc. reveals how the Rizzuto clan built their Canadian empire through force and corruption, alliances and compromises, and turned it into one of the most powerful criminal organizations in North America. Relying on extensive court documents, police sources and sources in the family's home village in Sicily, Montréal journalists André Cédilot and André Noël reconstruct the history of the Rizzuto clan, and expose how its business extends throughout Canada and the world, shaping the criminal underworld, influencing politicians and bending the will of business leaders to their own self-satisfying ends.
The world is becoming increasingly complex, with larger quantities of data available to be analyzed. It so happens that much of these "big data" that are available are spatio-temporal in nature, meaning that they can be indexed by their spatial locations and time stamps. Spatio-Temporal Statistics with R provides an accessible introduction to statistical analysis of spatio-temporal data, with hands-on applications of the statistical methods using R Labs found at the end of each chapter. The book: Gives a step-by-step approach to analyzing spatio-temporal data, starting with visualization, then statistical modelling, with an emphasis on hierarchical statistical models and basis function expansions, and finishing with model evaluation Provides a gradual entry to the methodological aspects of spatio-temporal statistics Provides broad coverage of using R as well as "R Tips" throughout. Features detailed examples and applications in end-of-chapter Labs Features "Technical Notes" throughout to provide additional technical detail where relevant Supplemented by a website featuring the associated R package, data, reviews, errata, a discussion forum, and more The book fills a void in the literature and available software, providing a bridge for students and researchers alike who wish to learn the basics of spatio-temporal statistics. It is written in an informal style and functions as a down-to-earth introduction to the subject. Any reader familiar with calculus-based probability and statistics, and who is comfortable with basic matrix-algebra representations of statistical models, would find this book easy to follow. The goal is to give as many people as possible the tools and confidence to analyze spatio-temporal data.
This book is the first comprehensive documentation and interpretation of modern neritic carbonate sediments on the southern Australian continental margin, the largest cool-water carbonate depositional system on the globe. The approach is classical but the information is new. A brief chapter of introduction is followed by a section that describes the setting of the continental margin in terms of the regional geology, its evolution through time, the climate, and the complex oceanography. The setting is further explored in chapter 3 that outlines the Pleistocene history of sedimentation in this region. This is particularly important since many of the surficial sediments have a partial older history. The following section on the carbonate factory describes in detail the nature of the animals and plants that determine the nature of the sediments and the environmental conditions that control their distribution. The shelf itself cannot be discussed in isolation and thus a short chapter on the marginal marine environment is presented. The core of the book comprises two chapters that document the suite of depositional facies and their composition and then the suite of depositional environments where these sediments are found. The variety of deposits in this vast area is such that three chapters are devoted to the character of the materials on the southwestern shelf the south Australian sea and the southeastern shelf. The diagenesis that affects these sediments is tackled in a chapter after all the attributes are documented because they are intimately linked to different controls. The book finishes with a summary chapter that also addresses the various controls on sedimentation and models the effects to be expected when these are changed outside those present in the current realm. Audience: The book is an invaluable source of information about this vast region and will be a critical reference for researchers, graduate students, and professionals engaged in marine and environmental research. It will be of particular importance for geologists interpreting the ancient rock record.
This study explores a prominent Italian Renaissance theme, the origin of genius, revealing how the coalescence of a Platonic theory of divine frenzy and an Aristotelian theory of melancholy genius eventually disintegrated under the force of late Renaissance events.
Scientists are continually making exciting discoveries concerning the interactions between microbes and plants, interactions which may be damaging, in the case of plant pathogens, or beneficial, as in the case of nitrogen fixation. This new volume in the successful and well received Chapman & Hall Plant-Microbe Interaction series is an exciting and broad-ranging view of the outstanding work being done in this area.
Modern Surgical Pathology, 2nd Edition presents today's most complete, current, and practical assistance in evaluating and signing out surgical specimens. Nearly 3,000 high-quality color pathology images provide a crystal-clear basis for comparison to any sample you see under the microscope. Clinical, gross, microscopic, immunohistochemical, and molecular genetic features are integrated as appropriate for all tumors and tumor-like lesions, addressing all of the investigative contexts relevant to formulating an accurate diagnosis. Edited by four leading surgical pathologists - Noel Weidner, MD, Richard J. Cote, MD, Saul Suster, MD and Lawrence M. Weiss, MD - with contributions from more than 70 other experts, Modern Surgical Pathology, 2nd Edition delivers the well-rounded, well-organized, richly illustrated, user-friendly guidance you need to efficiently arrive at confident diagnoses for even the most challenging lesions. Contributions from many leading surgical pathologists give you well-rounded, expert answers to any question that you may face. Clinical, gross, microscopic, immunohistochemical, and molecular genetic features are correlated as appropriate for every type of surgical pathology specimen, addressing all of the investigative contexts relevant to formulating an accurate diagnosis and thereby ensuring a completely accurate surgical report. Nearly 3,000 brand-new, high-quality color pathology images provide a crystal-clear basis for comparison to any specimen you see under the microscope. A completely rewritten section on the female reproductive tract offers many more illustrations of common entities to help you more easily distinguish between tumors and tumor-like lesions. Expanded coverage of non-neoplastic diseases and disorders makes it easier to recognize benign conditions that can mimic malignancy. The latest classification schemes and criteria for malignancy, incorporated throughout, enable you to include the most current gradings in your reports. A new, more consistent organization explores anatomy/histology, gross and microscopic appearance, adjunct techniques, diagnosis, and differential diagnosis for each neoplastic or non-neoplastic lesion, facilitating rapid consultation in the reporting room. An increased number of differential diagnosis and classification tables expedite diagnosis.
Criminal Law for Criminologists uses theoretical and practical research to bridge the gap between ‘the law in the books’ (criminal law doctrine) and ‘the law in action’ (criminal justice process). It introduces the key policies and principles that drive criminal law in England and then explains the law itself in terms of relevant statute and case law. Starting with an outline of the basic principles and theories of criminal law and criminal justice, the author goes on to discuss: Criminal law and criminal justice in historical perspective, General principles of criminal law, including actus reus and mens rea, Specific types of criminal offence, including property, homicide, sexual, public order and drug offences, An overview of defences to crime, An appendix outlining essential legal skills. In examining the links between the worlds of criminal law and criminal justice, Criminal Law for Criminologists brings a fresh perspective to this field of research. Written in a clear and direct style, this book will be essential reading for students of criminology, criminal justice, law, cultural studies, social theory, and those interested in gaining an introduction to criminal law.
Bestselling author of numerous books, screenplays, and magazine articles, Hynd has proven himself to be a master of espionage fiction. Truman's Spy is set against the highly-charged backdrop of the Cold War, and as the political climate heats up, Hynd's fascinating characters--including J. Edgar Hoover and Harry Truman--play out a chilling game of deception that threatens the free world.
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