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Machine Learning for Data Streams
A hands-on approach to tasks and techniques in data stream mining and real-time analytics, with examples in MOA, a popular freely available open-source software framework. Today many information sources—including sensor networks, financial markets, social networks, and healthcare monitoring—are so-called data streams, arriving sequentially and at high speed. Analysis must take place in real time, with partial data and without the capacity to store the entire data set. This book presents algorithms and techniques used in data stream mining and real-time analytics. Taking a hands-on approach, the book demonstrates the techniques using MOA (Massive Online Analysis), a popular, freely availa...
Cane Warriors
Shortlisted for the Carnegie Medal and the UKLA Book Award Winner of the Young Quills Historical Fiction Award Shortlisted for the YA Book Prize, Diverse Book Award and Iris Award Longlisted for the YA Jhalak Prize Nobody free till everybody free. Moa is fourteen. The only life he has ever known is toiling on the Frontier sugar cane plantation for endless hot days, fearing the vicious whips of the overseers. Then one night he learns of an uprising, led by the charismatic Tacky. Moa is to be a cane warrior, and fight for the freedom of all the enslaved people in the nearby plantations. But before they can escape, Moa and his friend Keverton must face their first great task: to kill their overseer, Misser Donaldson. Time is ticking, and the day of the uprising approaches . . . Irresistible, gripping and unforgettable, Cane Warriors follows the true story of Tacky’s War in Jamaica, 1760.
Billboard
In its 114th year, Billboard remains the world's premier weekly music publication and a diverse digital, events, brand, content and data licensing platform. Billboard publishes the most trusted charts and offers unrivaled reporting about the latest music, video, gaming, media, digital and mobile entertainment issues and trends.
Economic Growth, Income Distribution and Poverty Reduction in Contemporary China
Yao reviews the economic development history of contemporary China from 1949 up to today, paying special attention to the interface among growth, inequality and poverty reduction.
Billboard
In its 114th year, Billboard remains the world's premier weekly music publication and a diverse digital, events, brand, content and data licensing platform. Billboard publishes the most trusted charts and offers unrivaled reporting about the latest music, video, gaming, media, digital and mobile entertainment issues and trends.
Reassembling the Strange
This book examines how Westerners understood and processed Madagascar and its environment during the nineteenth century. Madagascar’s unique ecosystem crafted its reputation as a strange place full of unusual species. Westerners, however, often minimized Madagascar’s peculiar features to stress the commonality of its fauna and flora with the world. The attempt to understand the island through science led to a domestication of its environment that created the image of a tame and known world capable of being controlled and used by Western powers. At the heart of the exploration of Madagascar and its transformation in Western eyes from a strange world to a cash crop colony were missionaries and naturalists who relied upon global experiences to master the island by normalizing the peculiar qualities of Madagascar’s environment. This book reveals how the environment played a dominant role in understanding the island and its people, and how current environmental debates have evolved from earlier policies and discussions about the environment.
The Economics of Science: A Critical Realist Overview
Dramatic and controversial changes in the funding of science over the past two decades, towards its increasing commercialization, have stimulated a huge literature trying to set out an "economics of science". Whether broadly in favour or against these changes, the vast majority of these frameworks employ ahistorical analyses that cannot conceptualise, let alone address, the questions of "why have these changes occurred?" and "why now?" Nor, therefore, can they offer much insight into the crucial question of future trends. Given the growing importance of science and innovation in an age of both a globalizing knowledge-based economy (itself in crisis) and enormous challenges that demand scient...
Women and Appletrees
About this novel, which focuses on two young women early in the 20th century, both victims of sexual abuse, as they struggle to gain for themselves and their children the rights and opportunities usually denied to poor women, Tillie Olsen said, "I love and am ineradicably grateful for this book, this writer, as I have been but to a few dozen others in my lifetime... Images, scenes, relationships, comprehensions portrayed here will never leave us. She is a writer of international stature and significance."
Billboard
In its 114th year, Billboard remains the world's premier weekly music publication and a diverse digital, events, brand, content and data licensing platform. Billboard publishes the most trusted charts and offers unrivaled reporting about the latest music, video, gaming, media, digital and mobile entertainment issues and trends.
Soil Carbon
This book brings together the essential evidence and policy opportunities regarding the global importance of soil carbon for sustaining Earth's life support system for humanity. Covering the science and policy background for this important natural resource, it describes land management options that improve soil carbon status and therefore increase the benefits that humans derive from the environment. Written by renowned global experts, it is the principal output from a SCOPE rapid assessment process project.
