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The goal of learning theory is to approximate a function from sample values. To attain this goal learning theory draws on a variety of diverse subjects, specifically statistics, approximation theory, and algorithmics. Ideas from all these areas blended to form a subject whose many successful applications have triggered a rapid growth during the last two decades. This is the first book to give a general overview of the theoretical foundations of the subject emphasizing the approximation theory, while still giving a balanced overview. It is based on courses taught by the authors, and is reasonably self-contained so will appeal to a broad spectrum of researchers in learning theory and adjacent fields. It will also serve as an introduction for graduate students and others entering the field, who wish to see how the problems raised in learning theory relate to other disciplines.
This book constitutes the refereed proceedings of the 14th International Conference on Database Systems for Advanced Applications, DASFAA 2009, held in Brisbane, Australia, in April 2009. The 39 revised full papers and 22 revised short papers presented together with 3 invited keynote papers, 9 demonstration papers, 3 tutorial abstracts, and one panel abstract were carefully reviewed and selected from 186 submissions. The papers are organized in topical sections on uncertain data and ranking, sensor networks, graphs, RFID and data streams, skyline and rising stars, parallel and distributed processing, mining and analysis, XML query, privacy, XML keyword search and ranking, Web and Web services, XML data processing, and multimedia.
He had fallen in love with her abroad when they were young, but due to the benefits of their family, they separated before knowing each other's true identity. Once again meeting, she had become the big brother's matchmaker ...Zhou Xuan Qing, even if I don't fall in love with you till the end of my life, I will still tie you up by my side and let me see you marrying another man, I can't do it!PS: after the first sweet yo ~
This book constitutes the refereed proceedings of the 15th Asia-Pacific Conference APWeb 2013 held in Sydney, Australia, in April 2013. The 80 papers presented were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on distributed processing; graphs; Web search and Web mining; XML, RDF data and query processing; social networks; probabilistic queries; multimedia and visualization; spatial-temporal databases; data mining and knowledge discovery; privacy and security; performance, query processing and optimization. There are also sections summarizing the tutorials and containing the papers from the following workshops: second international workshop on data management for emerging network infrastructure, international workshop on soical media analytics and recommendation technologies, and international workshop on management of spatial temporal data.
A text of central importance to the Chinese literary tradition, the Wen xuan was compiled by Xiao Tong (501-531) and is the oldest surviving anthology of Chinese literature arranged by genre. This volume, the first of a planned eight-volume translation of the entire work, contains thoroughly annotated translations of the first section of the Wen xuan, the rhapsodies on the metropolises and capitals." Originally published in 1983. The Princeton Legacy Library uses the latest print-on-demand technology to again make available previously out-of-print books from the distinguished backlist of Princeton University Press. These editions preserve the original texts of these important books while presenting them in durable paperback and hardcover editions. The goal of the Princeton Legacy Library is to vastly increase access to the rich scholarly heritage found in the thousands of books published by Princeton University Press since its founding in 1905.
Key imperial and royal courts--in Han, Tang, and Song dynasty China; medieval and renaissance Europe; and Heian and Muromachi Japan--are examined in this comparative and interdisciplinary volume as loci of power and as entities that establish, influence, or counter the norms of a larger society. Contributions by twelve scholars are organized into sections on the rhetoric of persuasion, taste, communication, gender, and natural nobility. Writing from the perspectives of literature, history, and philosophy, the authors examine the use and purpose of rhetoric in their respective areas. In Rhetoric of Persuasion, we see that in both the third-century court of the last Han emperor and the fourtee...
This book constitutes the refereed proceedings of the First International Information Security Practice and Experience Conference, ISPEC 2005, held in Singapore in April 2005. The 35 revised full papers presented were carefully reviewed and selected from more than 120 submissions. The papers are organized in topical sections on network security, cryptographic techniques, secure architectures, access control, intrusion detection, data security, and applications and case studies.
This book explains recent results in the theory of moving frames that concern the symbolic manipulation of invariants of Lie group actions. In particular, theorems concerning the calculation of generators of algebras of differential invariants, and the relations they satisfy, are discussed in detail. The author demonstrates how new ideas lead to significant progress in two main applications: the solution of invariant ordinary differential equations and the structure of Euler-Lagrange equations and conservation laws of variational problems. The expository language used here is primarily that of undergraduate calculus rather than differential geometry, making the topic more accessible to a student audience. More sophisticated ideas from differential topology and Lie theory are explained from scratch using illustrative examples and exercises. This book is ideal for graduate students and researchers working in differential equations, symbolic computation, applications of Lie groups and, to a lesser extent, differential geometry.
This book explores China’s encounter with architecture and modernity in the tumultuous epoch before Communism – an encounter that was mediated not by a singular notion of modernism emanating from the west, but that was uniquely multifarious, deriving from a variety of sources both from the west and, importantly, from the east. The heterogeneous origins of modernity in China are what make its experience distinctive and its architectural encounters exceptional. These experiences are investigated through a re-evaluation of established knowledge of the subject within the wider landscape of modern art practices in China. The study draws on original archival and photographic material from diff...