In December 1883, five outlaws attempted to rob the A.A. Castaneda Mercantile establishment in the fledgling mining town of Bisbee in the Arizona Territory. The robbery was a disaster: four citizens shot dead, one a pregnant woman. The failed heist was national news, with the subsequent manhunt, trial and execution of the alleged perpetrators followed by newspapers from New York to San Francisco. The Bisbee Massacre was as momentous as the infamous blood feud between the Earp brothers and the cowboys two years earlier, and led to the only recorded lynching in the town of Tombstone--John Heath, a sporting man, who was thought to be the mastermind. New research indicates he may have been innocent. This comprehensive history takes a fresh look at the event that marked the end of the Wild West period in the Arizona Territory.
In the stunning conclusion to the Matchstick Man saga that began with Event and continued with Legacy, the End of Days is upon humanity---invasion has arrived! Some speculate that the war between the two worlds began 700 million years ago, while others say it started in 1947 over a small town in New Mexico called Roswell. Regardless of dates, the war is now upon us, and after centuries of watching, the enemy attacked. The plans of a million years are finally ready for what we have always known was coming---Armageddon. As world allies fall to the wayside, a growing political faction from several nations sends a clear signal that cooperation between the superpowers and the lesser states cannot succeed. As nations start a mad scramble to realign their military structures, the war begins silently in the depths of the oceans, and flares to global brightness with the first military strike in history between two different worlds. Only one element in the arsenal of the world can possibly give Earth a fighting chance at survival---a small being that has already saved the world once in the Arizona desert is now called upon to outthink his former masters---the Matchstick Man. While Matchstick Man searches for the real motivation behind the invasion, the Event Group is the one entity that refuses to accept the inevitable defeat of humankind. They've learned that the answer to this war has always been here on earth buried deeply in our ancient past, and that they may even hold the clue to salvation inside their own artifact vault. But with the devastating loss of its military arm and one of their leaders, Colonel Jack Collins, the group is being torn apart by internal conflict and devastating personal decisions. Even worse, the group's old enemies have returned to take revenge, and the worst fears of Department 5656 are realized---a breach in security allows intruders to get at the secrets inside the complex in Nevada. Can the group come together to defeat their enemy and defend the planet? As the war wages on, countries fall, nations fight to the last man, and the fate of the planet depends on a few good men and women in this action-packed thrill ride from New York Times bestselling author David L. Golemon.
Writing Against Expulsion in the Post-War World: Making Space for the Human tells a pre-history of the Hostile Environment. The book's starting point is the rapidly escalating use of detention as a response to human movement and the global production of geopolitical non-personhood in which detention results. As a matter of urgency, the book argues, we need to understand what is at stake in such policies and to resist the world we are making when we detain and expel. Writing Against Expulsion returns to a post-war period when the brutal consequences of the politics of expulsion were visible and when it was clear to writers of all kinds that space for the human had to be made. Drawing on contemporary histories of forced displacement, eye witness accounts, international legal documents, and on a range of emblematic cross-disciplinary texts and authors — the Universal Declaration of Human Rights, the political philosophy of Hannah Arendt, the poetry of Charles Olson, the revolutionary theory of Frantz Fanon — the book shows how mid-century writers both documented the lived experience of expulsion and asserted ways of thinking and acting by which expulsion could be prevented. What emerged were new languages of rights and recognition — new accounts of Moving, Making and Speaking — through which the exclusions of nation and border could be countered.
Can machine learning techniques solve our computer security problems and finally put an end to the cat-and-mouse game between attackers and defenders? Or is this hope merely hype? Now you can dive into the science and answer this question for yourself. With this practical guide, you’ll explore ways to apply machine learning to security issues such as intrusion detection, malware classification, and network analysis. Machine learning and security specialists Clarence Chio and David Freeman provide a framework for discussing the marriage of these two fields, as well as a toolkit of machine-learning algorithms that you can apply to an array of security problems. This book is ideal for security engineers and data scientists alike. Learn how machine learning has contributed to the success of modern spam filters Quickly detect anomalies, including breaches, fraud, and impending system failure Conduct malware analysis by extracting useful information from computer binaries Uncover attackers within the network by finding patterns inside datasets Examine how attackers exploit consumer-facing websites and app functionality Translate your machine learning algorithms from the lab to production Understand the threat attackers pose to machine learning solutions
Diagnostic Immunohistochemistry presents the latest information and most reliable guidance on immunohistological diagnoses in surgical pathology. David J. Dabbs, MD and other leading experts bring you state-of-the-art coverage on genomic and theranostic applications, molecular anatomic pathology, immunocytology, Non-Hodgkin’s lymphoma, and more. Additional features such as tables discussing antibody specifications, differential diagnosis boxes, ancillary anatomic molecular diagnostics, and full-color histological images ensure user-friendly coverage that makes key information easy to find and apply. This concise and complete resource is today’s indispensable guide to the effective use of immunohistochemical diagnosis. Discusses diagnostic pitfalls through immunohistologic differential diagnosis wherever appropriate so you can provide the most accurate diagnoses. Presents chapters arranged by organ system for comprehensive coverage of all relevant information in a convenient and intuitive organization. Provides quick reference graphs for antibodies throughout the text that illustrate the frequency of immunostaining for a variety of antibodies in tumors. Includes Key Diagnostic Points boxes in every chapter for a quick summary of text areas that are of particular importance. Features an expert author for each chapter to ensure coverage of the current state of the art. Provides guidance on the role of genomics in identifying genetic and molecular aspects of disease that may affect patient care and therapeutic approaches. Covers theranostic applications to enable you to evaluate therapeutic choices based on immunohistochemical results. Reflects the latest developments in the field through new chapters on molecular anatomic pathology and immunocytology, as well as updated chapters on immunohistology of the prostate, bladder, testis, and kidney and Non-Hodgkin’s lymphoma. Discusses antibody specifications with tables that convey information on uses, clones, vendors, sources, antibody titers, and types of antigen retrieval. Presents key differential diagnoses boxes that provide tabular summaries of DDx and algorithms. Features discussions of ancillary anatomic molecular diagnostics as an adjunct to immunohistochemistry for a more well-rounded diagnostic approach.
The authoritative compendium of facts, statistics, photographs, and analysis that defines baseball in its formative first decades This comprehensive reference work covers the early years of major league baseball from the first game—May 4, 1871, a 2-0 victory for the Fort Wayne Kekiongas over the visiting Cleveland Forest City team—through the 1900 season. Baseball historian David Nemec presents complete team rosters and detailed player, manager, and umpire information, with a wealth of statistics to warm a fan’s heart. Sidebars cover a variety of topics, from oddities—the team that had the best record but finished second—to analyses of why Cleveland didn’t win any pennants in the 1890s. Additional benefits include dozens of rare illustrations and narrative accounts of each year’s pennant race. Nemec also carefully charts the rule changes from year to year as the game developed by fits and starts to formulate the modern rules. The result is an essential work of reference and at the same time a treasury of baseball history. This new edition adds much material unearthed since the first edition, fills gaps, and corrects errors, while presenting a number of new stories and fascinating details. David Nemec began the lifetime labor that helped produced this work in 1954 and admits it may never end, as there always will be some obscure player whose birth date has not yet been found. Until perfection is achieved, this work offers state-of-the-art accuracy and detail beyond that supplied by even modern baseball encyclopedias. As Casey Stengel, who was born during this era, was wont to say, “you could look it up.” Now you can.
Presents the principles of human gene evolution in a concise and easy to understand fashion. Uses examples of how evolutionary processes have molded present day genes, drawn from the evolution of humans and other primates, as well as from more primitive organisms. With increasing attention in this expanding area, this review forms a timely publication of our current knowledge of this important field. Structure and function in the human genome The evolution of gene structure Mutational mechanisms in evolution
It is riveting. Ryan provides us with one of the best accounts of the Raegan-era foreign policy available, dealing with a portion of history that took place in Central America in the Eighties. For future historians of the Cold War, Ryan's book will be a necessary point of reference.' - Bernardo Sepulveda Amor US-Sandinista Diplomatic Relations examines the reasons why agreement was not reached between the United States and Nicaragua between 1979 and 1990. The traditional US hegemonic approach to the region was applied to the Sandinista revolutionary government which the Reagan administration wanted out of power. Washington's responses to the various attempts at finding a diplomatic solution were to block agreement where possible, but concurrently demonstrate support for diplomacy to encourage Congressional support for the ongoing low intensity conflict.
With this volume, David Nemec completes his remarkable trilogy of 19th-century baseball biographies, covering every major league player, manager, umpire, owner and league official. It provides in-depth information on many figures unknown to most historians. Each detailed entry includes vital statistics, peer-driven analysis of baseball-related skills, and an overview of the individual's role in the game. Also chronicled are players' first and last major league games, most important achievements, movements from team to team, and much more. By bringing attention to these overlooked baseball personalities, this reference work immeasurably enriches our knowledge of 19th century major league baseball.
Academics Writing recounts how academic writing is changing in the contemporary university, transforming what it means to be an academic and how, as a society, we produce academic knowledge. Writing practices are changing as the academic profession itself is reconfigured through new forms of governance and accountability, increasing use of digital resources, and the internationalisation of higher education. Through detailed studies of writing in the daily life of academics in different disciplines and in different institutions, this book explores: the space and time of academic writing; tensions between disciplines and institutions around genres of writing; the diversity of stances adopted towards the tools and technologies of writing, and towards engagement with social media; and the importance of relationships and collaboration with others, in writing and in ongoing learning in a context of constant change. Drawing out implications of the work for academics, university management, professional training, and policy, Academics Writing: The Dynamics of Knowledge Creation is key reading for anyone studying or researching writing, academic support, and development within education and applied linguistics.
Thework at hand is an alphabetical listing of all free African-American heads of household listed in the five U.S. censuses for the State of New York taken between 1790 and 1830. Since it was during this 40-year period that the New York legislature passed a series of statutes resulting in the gradual emancipation of the state's slave population, the scope of this work documents the emergence of a completely free black population by 1830. In all, there are 15,000 references to freedmen, many of whom appear in more than one census.
David Torrance examines Lord Selborne's conception of empire and, by implication, the nature of British imperialism, focusing on the Chinese labour controversy, the self-government issue, the development of racial segregation, and the creation of the Union of South Africa. He reassesses the role of the imperial factor in shaping the state, economy, and society of twentieth-century South Africa. Behind the debate over imperial policy, Torrance shows, were deep and bitter divisions that were inextricably linked to domestic tensions within Britain itself. The Strange Death of the Liberal Empire provides a clearer understanding of British imperial policy and of a crucial period in South African history.
Shakespeare and Lost Plays returns Shakespeare's dramatic work to its most immediate and (arguably) pivotal context; by situating it alongside the hundreds of plays known to Shakespeare's original audiences, but lost to us. David McInnis reassesses the value of lost plays in relation to both the companies that originally performed them, and to contemporary scholars of early modern drama. This innovative study revisits key moments in Shakespeare's career and the development of his company and, by prioritising the immense volume of information we now possess about lost plays, provides a richer, more accurate picture of dramatic activity than has hitherto been possible. By considering a variety of ways to grapple with the problem of lost, imperceptible, or ignored texts, this volume presents a methodology for working with lacunae in archival evidence and the distorting effect of Shakespeare-centric narratives, thus reinterpreting our perception of the field of early modern drama.
Published for the AQA Modular specification at GCSE, this resource covers the content, order and approach of this modular course with all of Key Maths' popular features.
This volume looks at Marx and Freud, who, though not 'Shakespeareans' in the usual academic or theatrical sense, were both deeply informed by Shakespeare's writings, and have both had enormous influence on the understanding and reception of Shakespeare. The first section of this volume consists of a discussion of Marx's use of Shakespeare by Crystal Bartolovich followed by an essay on Shakespeareans' recent uses of Marx by Jean E. Howard. The volume's second half, written by David Hillman, juxtaposes a discussion of Freud's use of Shakespeare with a meditation on Shakespeare's 'use' of Freud. Each part can be read fruitfully independently of the others, but the sum is greater than the parts, offering an engagement with two of the most influential thinkers in Western modernity and their interchanges with, arguably, the most influential figure of early modernity: Shakespeare.
Illustrating their intersecting role in manufacturing and technological development, this book examines tribological principles and their applications in CMP, including integrated circuits, basic concepts in surfaces of contacts, and common defects as well as friction, lubrication fundamentals, and the basics of wear. The book concludes its focus with mechanical aspects of CMP, pad materials, elastic modulus, and cell buckling. As the first source to integrate CMP and tribology, Tribology in Chemical-Mechanical Planarization provides applied scientists and engineers in the fields of semiconductors and microelectronics with clear foresight to the future of this technology.
Glaciers and Glaciation is the classic textbook for all students of glaciation. Stimulating and accessible, it has established a reputation as a comprehensive and essential resource. In this new edition, the text, references and illustrations have been thoroughly updated to give today's reader an up-to-the minute overview of the nature, origin and behaviour of glaciers and the geological and geomorphological evidence for their past history on earth. The first part of the book investigates the processes involved in forming glacier ice, the nature of glacier-climate relationships, the mechanisms of glacier flow and the interactions of glaciers with other natural systems such as rivers, lakes and oceans. In the second part, the emphasis moves to landforms and sediment, the interpretation of the earth's glacial legacy and the reconstruction of glacial depositional environments and palaeoglaciology.
For thousands of years the immortal Gilgamesh has presided over the legendary Ur-Bar, witnessing history unfold from within its walls. Some days it is a rural tavern, others a fashionable wine shop. It may appear as a hidden speakeasy or take on the form of your neighborhood local. For most patrons it is simply a place to quench their thirst, but for a rare few the Ur-Bar is where they will meet their destiny. Join R.K. Nickel, Rachel Atwood, Kari Sperring, Jean Marie Ward, Gini Koch, Jacey Bedford, William Leisner, Garth Nix, Diana Pharaoh Francis, David Keener, Mike Marcus, Kristine Smith, Aaron M. Roth, and Juliet E. McKenna as they recount all new tales from the Ur-Bar. From humor to horror, from the Roman Empire to Martian Colonies, there’s something to please everyone. Just remember to beware when the mysterious bartender offers you the house special ...
The first text to take a systems engineering approach to artificial intelligence (AI), from architecture principles to the development and deployment of AI capabilities. Most books on artificial intelligence (AI) focus on a single functional building block, such as machine learning or human-machine teaming. Artificial Intelligence takes a more holistic approach, addressing AI from the view of systems engineering. The book centers on the people-process-technology triad that is critical to successful development of AI products and services. Development starts with an AI design, based on the AI system architecture, and culminates with successful deployment of the AI capabilities. Directed toward AI developers and operational users, this accessibly written volume of the MIT Lincoln Laboratory Series can also serve as a text for undergraduate seniors and graduate-level students and as a reference book. Key features: In-depth look at modern computing technologies Systems engineering description and means to successfully undertake an AI product or service development through deployment Existing methods for applying machine learning operations (MLOps) AI system architecture including a description of each of the AI pipeline building blocks Challenges and approaches to attend to responsible AI in practice Tools to develop a strategic roadmap and techniques to foster an innovative team environment Multiple use cases that stem from the authors’ MIT classes, as well as from AI practitioners, AI project managers, early-career AI team leaders, technical executives, and entrepreneurs Exercises and Jupyter notebook examples
Now in its second edition, Teaching Primary English is a bestselling, comprehensive, evidence-informed guide designed to support and inspire teaching and learning in the primary school. Written in a clear and accessible way, it draws on the very latest research and theory to describe and exemplify a full and rich English curriculum. It offers those on teacher training courses, as well as qualified teachers who are looking to develop their practice, invaluable subject knowledge and guidance for effective, enjoyable classroom practice. Throughout there is an emphasis on equity and inclusion. Advice and ideas are supported by explicit examples of good teaching linked to video clips filmed in real schools, reflective activities, observational tasks and online resources. Each chapter includes suggestions for great children’s literature, considers assessment throughout and offers support in planning for inclusion and special educational needs. New and expanded areas for this edition include: Multimodal texts Increased coverage of Early Years Dialogic learning and oracy Comprehensive companion website with revised and additional resources A new section on digital literacies Reading for pleasure Teaching grammar in context Critical literacy With a focus on connecting all modes of English, the global and the local, and home and school experience, this detailed, uplifting book, includes inspiring case studies throughout and will support you in developing a curious, critical approach to teaching and learning English. Additional content can be found on the fantastic supporting website. Features include: Video clips from within the classroom to demonstrate English teaching techniques Audio resources, including an interactive quiz, to check understanding and provide real-life examples and case studies Downloadable resources to support teaching and incorporate into lesson plans.
Drawing on a selection of the best British and American detective fiction past and present, Lehman takes readers on a probing investigation of why men and women of all educational and social backgrounds are continually fascinated by the murder mystery.
Providing a logical framework for student learning, this is the first textbook on adversarial learning. It introduces vulnerabilities of deep learning, then demonstrates methods for defending against attacks and making AI generally more robust. To help students connect theory with practice, it explains and evaluates attack-and-defense scenarios alongside real-world examples. Feasible, hands-on student projects, which increase in difficulty throughout the book, give students practical experience and help to improve their Python and PyTorch skills. Book chapters conclude with questions that can be used for classroom discussions. In addition to deep neural networks, students will also learn about logistic regression, naïve Bayes classifiers, and support vector machines. Written for senior undergraduate and first-year graduate courses, the book offers a window into research methods and current challenges. Online resources include lecture slides and image files for instructors, and software for early course projects for students.
In response to Kitchener's famous call for a million volunteers, local communities raised entire battalions for the service on the Western Front. Hull folk are reticent people and the Hull Pals were no exception. This book tells their inspiring story of sacrifice and gallantry under appaling conditions. Hull Pals contains a great number of hitherto unpublished eye-witnessed accounts and photographs.??As featured on BBC Radio Humberside and in The Yorkshire Post.
Criminal Law' is written with the needs of the student foremost in mind to provide, more than ever, as modern and as comprehensive an exposition of the criminal law as he or she could possibly require.
Everyone feels different growing up, but not everyone knows where they fit in at school, especially if your family has magical abilities, you’re fourteen with a twin sister, you’re learning your skills, and you’re attending a school for regular humans. Pardaris Ravenstorme, seventh son of Wyngarde Ravenstorme, has enough trouble getting through a boarding school with his twin sister, Persephone, living with three other roommates at Squires Knoll Academy while trying to keep his abilities hidden from his friends. But sometimes, circumstances don’t allow some things to be hidden as faeries inhabit the school and the nearby town of Aldsley. What happens when the past is ignored and secrets are exposed? What happens when magic returns to a world of science?
A year after the disappearance and commencement of the international search for Malaysia Airlines Flight 370, no sign of the plane has been found—no debris, no bodies, no sign of the much-talked-about black box. Richard Belzer, George Noory, and David Wayne want to know why. Scrutinizing the theories the media and politicians claim are the “most likely” reasons the plane crashed, Belzer, Noory, and Wayne argue that if a year after a huge Boeing 777 has gone missing, and there’s still no sign of it whatsoever, it’s time to think outside the box. The public needs to stop being misled. If a plane and its passengers went "missing" once, what's to stop it from happening again? Some of the theories the authors consider seem implausible on the surface, but the thorough research they've done and the continual failure of politicians, aviation authorities, and military members around the world to give any indication they're wrong makes their arguments as good—if not better—than the more widely shared ones. The title of this thought-provoking volume, Someone is Hiding Something, is a line spoken by former Malaysian Prime Minister Mahathir Mohamad—perhaps the only government official to publicly acknowledge the true reason that neither Flight 370 nor the 239 people onboard have been found.
Charles Woolverton was in Burlington County, New Jersey, by 1693, and appears in records there and in Hunterdon County until 1727. David Macdonald and Nancy McAdams have traced Charles' descendants to the seventh generation, by which time they had spread out to many parts of the country ... This is a beautifully crafted genealogy. The format is easy to follow, and the documentation is impressive. The compilers have carefully explained their handling of problem areas, including the need to refute longstanding family lore about the immigrant ... This is an exemplary work, which descendants will certainly value and other genealogists would be well advised to study. -- Excerpts from a review published in the April 2003 issue of The New York Genealogical and Biographical Record and reprinted with permission of the author, Harry Macy, Jr. and The New York Genealogical and Biographical Society.
Why Not the Best Schools? The Wales Report is part of a set of six country reports that support the title Why not the best schools? The Wales Report contains five case studies of successful schools in Wales and examines the reasons behind their success.
How the autonomous digital forces jolting our lives – as uncontrollable as the weather and plate tectonics – are transforming life, society, culture, and politics. David Auerbach’s exploration of the phenomenon he has identified as the meganet begins with a simple, startling revelation: There is no hand on the tiller of some of the largest global digital forces that influence our daily lives: from corporate sites such as Facebook, Amazon, Google, YouTube, Instagram, and Reddit to the burgeoning metaverse encompassing cryptocurrencies and online gaming to government systems such as China’s Social Credit System and India’s Aadhaar. As we increasingly integrate our society, culture and politics within a hyper-networked fabric, Auerbach explains how the interactions of billions of people with unfathomably large online networks have produced a new sort of beast: ever-changing systems that operate beyond the control of the individuals, companies, and governments that created them. Meganets, Auerbach explains, have a life of their own, actively resisting attempts to control them as they accumulate data and produce spontaneous, unexpected social groups and uprisings that could not have even existed twenty years ago. And they constantly modify themselves in response to user behavior, resulting in collectively authored algorithms none of us intend or control. These enormous invisible organisms exerting great force on our lives are the new minds of the world, increasingly commandeering our daily lives and inner realities. Auerbach’s analysis of these gargantuan opaque digital forces yield important insights such as: The conventional wisdom that the Googles and Facebook of this world are tightly run algorithmic entities is a myth. No one is really in control. The efforts at reform - to get lies and misinformation off meganets - run into a brick wall because the companies and executives who run them are trapped by the persistent, evolving, and opaque systems they have created. Bitcoin and other cryptocurrencies are uncontrollable and their embrace by elite financial institutions threatens the entire economy We are asking the wrong questions in assuming that if only the Facebooks of this world could be better regulated or broken up that they would be better, more ethical citizens. Why questions such as making algorithms fair and bias-free and whether AI can be a tool for good or evil are wrong and misinformed Auerbach then comes full circle, showing that while we cannot ultimately control meganets we can tame them through the counterintuitive measures he describes in detail.
This book is a survey and analysis of how deep learning can be used to generate musical content. The authors offer a comprehensive presentation of the foundations of deep learning techniques for music generation. They also develop a conceptual framework used to classify and analyze various types of architecture, encoding models, generation strategies, and ways to control the generation. The five dimensions of this framework are: objective (the kind of musical content to be generated, e.g., melody, accompaniment); representation (the musical elements to be considered and how to encode them, e.g., chord, silence, piano roll, one-hot encoding); architecture (the structure organizing neurons, their connexions, and the flow of their activations, e.g., feedforward, recurrent, variational autoencoder); challenge (the desired properties and issues, e.g., variability, incrementality, adaptability); and strategy (the way to model and control the process of generation, e.g., single-step feedforward, iterative feedforward, decoder feedforward, sampling). To illustrate the possible design decisions and to allow comparison and correlation analysis they analyze and classify more than 40 systems, and they discuss important open challenges such as interactivity, originality, and structure. The authors have extensive knowledge and experience in all related research, technical, performance, and business aspects. The book is suitable for students, practitioners, and researchers in the artificial intelligence, machine learning, and music creation domains. The reader does not require any prior knowledge about artificial neural networks, deep learning, or computer music. The text is fully supported with a comprehensive table of acronyms, bibliography, glossary, and index, and supplementary material is available from the authors' website.
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