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Gaussian Processes for Machine Learning
A comprehensive and self-contained introduction to Gaussian processes, which provide a principled, practical, probabilistic approach to learning in kernel machines. Gaussian processes (GPs) provide a principled, practical, probabilistic approach to learning in kernel machines. GPs have received increased attention in the machine-learning community over the past decade, and this book provides a long-needed systematic and unified treatment of theoretical and practical aspects of GPs in machine learning. The treatment is comprehensive and self-contained, targeted at researchers and students in machine learning and applied statistics. The book deals with the supervised-learning problem for both ...
Annals of Scientific Society for Assembly, Handling and Industrial Robotics 2021
This Open Access proceedings presents a good overview of the current research landscape of assembly, handling and industrial robotics. The objective of MHI Colloquium is the successful networking at both academic and management level. Thereby, the colloquium focuses an academic exchange at a high level in order to distribute the obtained research results, to determine synergy effects and trends, to connect the actors in person and in conclusion, to strengthen the research field as well as the MHI community. In addition, there is the possibility to become acquatined with the organizing institute. Primary audience is formed by members of the scientific society for assembly, handling and industrial robotics (WGMHI). The Editors Prof. Dr.-Ing. Thorsten Schüppstuhl is head of the Institute of Aircraft Production Technology (IFPT) at the Hamburg University of Technology. Prof. Dr.-Ing. Kirsten Tracht is head of the Bremen Institute for Mechanical Engineering (bime) at the University of Bremen. Prof. Dr.-Ing. Annika Raatz is head of the Institute of Assembly Technology (match) at the Leibniz University Hannover.
Key Topics in Second Language Acquisition
This textbook offers an introductory overview of eight hotly-debated topics in second language acquisition research. It offers a glimpse of how SLA researchers have tried to answer common questions about second language acquisition rather than being a comprehensive introduction to SLA research. Each chapter comprises an introductory discussion of the issues involved and suggestions for further reading and study. The reader is asked to consider the issues based on their own experiences, thus allowing them to compare their own intuitions and experiences with established research findings and gain an understanding of methodology. The topics are treated independently so that they can be read in any order that interests the reader.
Cruising Utopia
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Beyond the Worst-Case Analysis of Algorithms
Introduces exciting new methods for assessing algorithms for problems ranging from clustering to linear programming to neural networks.
IOS Apprentice (Eighth Edition): Beginning IOS Development with Swift and UIKit
Learn iPhone and iPad Programming via Tutorials! If you're new to iOS or Swift, or to programming in general, learning how to write an app can seem incredibly overwhelming. That's why you need a book that: Shows you how to write an app step-by-step. Has tons of illustrations and screenshots to make everything clear. Is written in a fun and easygoing manner! In this book, you will learn how to make your own iPhone and iPad apps, through four engaging, epic-length tutorials. These hands-on tutorials describe in full detail how to build a new app from scratch. Five tutorials, five apps. Each new app will be a little more advanced than the one before, and together they cover everything you need to know to make your own apps. By the end of the series you'll be experienced enough to turn your ideas into real apps that you can sell on the App Store.
Writing in a Bilingual Program
This volume examines the writing of children enrolled in an unusual bilingual program in the Southwest that emphasized writing in the first language until literacy was well established, and which attempted to offer an integrated curriculum. As a result, the volume presents research findings on children's spelling in both Spanish and English, their written code switches, segmentation, beginnings and endings of pieces, quality of the content, the relationship of first and second language writing, the role of the teacher in children's writing, and evidence that refutes common beliefs about writing, bilingualism, and other topics. From a broader perspective, the volume presents three different, yet interwoven stories: changes in children's writing over time; evolution of the theoretical stance used to analyze writing as well as changes in the theory that played an important role in shaping some of what occurred in the children's classrooms; and an unfolding of some of the events in this bilingual program and the relation of these events to children's writing and classroom practice.
The Mycenaean Cult of the Dead
Based on the author's PhD thesis, this volume examines the possibility of a cult of the dead among the Mycenaean civilisations.
Density Ratio Estimation in Machine Learning
This book introduces theories, methods and applications of density ratio estimation, a newly emerging paradigm in the machine learning community.
