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This book provides a general and comprehensible overview of imbalanced learning. It contains a formal description of a problem, and focuses on its main features, and the most relevant proposed solutions. Additionally, it considers the different scenarios in Data Science for which the imbalanced classification can create a real challenge. This book stresses the gap with standard classification tasks by reviewing the case studies and ad-hoc performance metrics that are applied in this area. It also covers the different approaches that have been traditionally applied to address the binary skewed class distribution. Specifically, it reviews cost-sensitive learning, data-level preprocessing metho...
Providing a vital link between chemistry and physics on the nanoscale, this book offers concise coverage of the entire topic in five major sections, beginning with synthesis of microgel particles and continuing with their physical properties. The phase behavior and dynamics of resulting microgel suspensions feature in the third section, followed by their mechanical properties. It concludes with detailed accounts of numerous industrial, commercial and medical applications. Edited by David Weitz, Professor at Harvard and one of the world's pre-eminent experts in the field.
In November 1999, fifty-thousand anti-globalization activists converged on Seattle to shut down the World Trade Organization’s Ministerial Meeting. Using innovative and network-based strategies, the protesters left police flummoxed, desperately searching for ways to control the emerging anti-corporate globalization movement. Faced with these network-based tactics, law enforcement agencies transformed their policing and social control mechanisms to manage this new threat. Policing Dissent provides a firsthand account of the changing nature of control efforts employed by law enforcement agencies when confronted with mass activism. The book also offers readers the richness of experiential detail and engaging stories often lacking in studies of police practices and social movements. This book does not merely seek to explain the causal relationship between repression and mobilization. Rather, it shows how social control strategies act on the mind and body of protesters.
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Provides short biographies of more than 175 notable Hispanic American professionals in science, mathematics, medicine, and related fields.
This title highlights major destinations within Argentina and the people who shape the nation's culture. Readers will learn about the geography, wildlife, history, people, and economy of Argentina, gaining an understanding of what life looks like in the country today. Features include a glossary, a map, references, websites, source notes, and an index. Aligned to Common Core Standards and correlated to state standards. Essential Library is an imprint of Abdo Publishing, a division of ABDO.
Meet today's almost fascists and learn the warning signs to intercept them on the road from populism to dictatorship. With The Wannabe Fascists, historian Federico Finchelstein offers a precise explanation of why Trumpism and similar movements across the world belong to a new political breed, the last outcome of the combined histories of fascism and populism: the wannabe fascists. This new type of populist politician is typically a legally elected leader who, unlike previous populists who were eager to distance themselves from fascism, turns to totalitarian lies, racism, and illegal means to destroy democracy from within. Drawing on almost three decades of research on the histories of fascis...
This book examines troupes, plays, festivals, performative practices, and audiences active during the final years of the Franco dictatorship and the beginning of the transition to democracy. This period, spanning 1968 to 1982, is considered the historical moment that most directly shaped contemporary Spanish politics and society. The dominant narrative of the Transition has long portrayed it as a normalized, non-confrontational, and consensual process steered by political elites. But the world of Spanish theater tells a very different story - one in which ordinary Spaniards played a vital role in the transition to democracy. The chapters of this book draw on censorship files, photographs, au...