Immunological bioinformatics

"This book offers a description of bioinformatics techniques as they are applied to immunology, including a succinct account of the main biological concepts for students and researchers with backgrounds in mathematics, statistics, and computer science as well as explanations of the new data-driven algorithms in the context of biological data that will be useful of immunologists, biologists, and…

Machine learning in non-stationary environments :introduction to covariate sh…

As the power of computing has grown over the past few decades, the field of machine learning has advanced rapidly in both theory and practice. Machine learning methods are usually based on the assumption that the data generation mechanism does not change over time. Yet real-world applications of machine learning, including image recognition, natural language processing, speech recognition, robo…

Broken movement :the neurobiology of motor recovery after stroke

An account of the neurobiology of motor recovery in the arm and hand after stroke by two experts in the field.OCLC-licensed vendor bibliographic record.

Nearest-neighbor methods in learning and vision :theory and practice

" ... held in Whistler, British Columbia ... annual conference on Neural Information Processing Systems (NIPS) in December 2003"--Preface.Regression and classification methods based on similarity of the input to stored examples have not been widely used in applications involving very large sets of high-dimensional data. Recent advances in computational geometry and machine learning, however, ma…

Knowledge unbound: Selected writings on open access, 2002-2011

Selection of writings, mostly from the author's SPARC open access newsletter.Peter Suber has been a leading advocate for open access since 2001 and has worked full time on issues of open access since 2003. As a professor of philosophy during the early days of the internet, he realized its power and potential as a medium for scholarship. As he writes now, "it was like an asteroid crash, fundamen…

Language in development :a crosslinguistic perspective

"An edited collection of prominent scholars in the field of language acquisition and development, focusing primarily on syntax and morphosyntax from formalist generative perspective"--OCLC-licensed vendor bibliographic record.

Scholarship in the digital age: Information, Infrastructure, and the Internet

Scholars in all fields now have access to an unprecedented wealth of online information, tools, and services. The Internet lies at the core of an information infrastructure for distributed, data-intensive, and collaborative research. Although much attention has been paid to the new technologies making this possible, from digitized books to sensor networks, it is the underlying social and policy…

Movement Matters: How Embodied Cognition Informs Teaching and Learning

"Presents the latest research on embodied cognition's applications for educational practices, and offers perspectives on how the relationships among mind, brain, body, and environments impact learning"--

"Learnability in Optimality Theory "

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1

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9780262284790

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Learning Kernel Classifiers: Theory and Algorithms

Linear classifiers in kernel spaces have emerged as a major topic within the field of machine learning. The kernel technique takes the linear classifier--a limited, but well-established and comprehensively studied model--and extends its applicability to a wide range of nonlinear pattern-recognition tasks such as natural language processing, machine vision, and biological sequence analysis. This…