Making a vital contribution to our understanding of North American borderlands history through its examination of the northernmost stretches of the U.S.-Canada border, Andrea Geiger highlights the role that the North Pacific borderlands played in the construction of race and citizenship on both sides of the international border from 1867, when the United States acquired Russia’s interests in Alaska, through the end of World War II. Imperial, national, provincial, territorial, reserve, and ...

This book constitutes the refereed proceedings of the 42nd German Conference on Pattern Recognition, DAGM GCPR 2020, which took place during September 28 until October 1, 2020. The conference was planned to take place in Tübingen, Germany, but had to change to an online format due to the COVID-19 pandemic.The 34 papers presented in this volume were carefully reviewed and selected from a total of 89 submissions. They were organized in topical sections named: Normalizing Flow, Semant...

Trans-Pacific Japanese American Studies is a unique collection of essays derived from a series of dialogues held in Tokyo, Kyoto, and Los Angeles on the issues of racializations, gender, communities, and the positionalities of scholars involved in Japanese American studies. The book brings together some of the most renowned scholars of the discipline in Japan and North America. It seeks to overcome past constraints of dialogues between Japan- and U.S.-based scholars by providing o...

The Science of Deep Learning emerged from courses taught by the author that have provided thousands of students with training and experience for their academic studies, and prepared them for careers in deep learning, machine learning, and artificial intelligence in top companies in industry and academia. The book begins by covering the foundations of deep learning, followed by key deep learning architectures. Subsequent parts on generative models and reinforcement learning may be used as p...

The multi-volume set LNAI 12975 until 12979 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2021, which was held during September 13-17, 2021. The conference was originally planned to take place in Bilbao, Spain, but changed to an online event due to the COVID-19 pandemic.The 210 full papers presented in these proceedings were carefully reviewed and selected from a total of 869 submissions.T...

In an extraordinary blend of narrative history, personal recollection, & oral testimony, the author presents a sweeping history of Asian Americans. He writes of the Chinese who laid tracks for the transcontinental railroad, of plantation laborers in the canefields of Hawaii, of "picture brides" marrying strangers in the hope of becoming part of the American dream. He tells stories of Japanese Americans behind the barbed wire of U.S. internment camps during World War II, Hmong refugees trag...

The book encompasses the state-of-the-art visual quality assessment (VQA) and learning based visual quality assessment (LB-VQA) by providing a comprehensive overview of the existing relevant methods. It delivers the readers the basic knowledge, systematic overview and new development of VQA. It also encompasses the preliminary knowledge of Machine Learning (ML) to VQA tasks and newly developed ML techniques for the purpose. Hence, firstly, it is particularly helpful to the beginner-readers...

This panoramic chronicle of Alaska captures the grandeur of its geography, history, and many larger-than-life personalities: "Just plain terrific" (Bradford Washburn).The history of Alaska is filled with stories of new land and new riches—and ever present are new people with competing views on how these valuable resources should be used. Here are the stories of Russians exploiting a fur empire; explorers checking rival advances; prospectors stampeding to the clarion...

This book covers the fundamentals in designing and deploying techniques using deep architectures. It is intended to serve as a beginner's guide to engineers or students who want to have a quick start on learning and/or building deep learning systems. This book provides a good theoretical and practical understanding and a complete toolkit of basic information and knowledge required to understand and build convolutional neural networks (CNN) from scratch. The book focuses explicitly on convo...

Based on Shelagh Grant’s groundbreaking archival research and drawing on her reputation as a leading historian in the field, Polar Imperative is a compelling overview of the historical claims of sovereignty over this continent’s polar regions. This engaging, timely history examines:the unfolding implications of major climate changesthe impact of resource exploitation on the indigenous peoplesthe current high-stakes game for c...

This book constitutes the refereed proceedings of the 7th IAPR TC3 International Workshop on Artificial Neural Networks in Pattern Recognition, ANNPR 2016, held in Ulm, Germany, in September 2016.The 25 revised full papers presented together with 2 invited papers were carefully reviewed and selected from 32 submissions for inclusion in this volume. The workshop will act as a major forum for international researchers and practitioners working in all areas of neural network- and mach...

This highly anticipated new edition provides a comprehensive account of face recognition research and technology, spanning the full range of topics needed for designing operational face recognition systems. After a thorough introductory chapter, each of the following chapters focus on a specific topic, reviewing background information, up-to-date techniques, and recent results, as well as offering challenges and future directions. Features: fully updated, revised and expanded, covering the...