Graph Attention Networks
We present graph attention networks (GATs), novel neural network architectures that operate on graph-structured data, leveraging masked self-attentional layers to address the sh...
Publications
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4,345 publications
Interpreting chromosomal DNA restriction patterns produced by pulsed-field gel electrophoresis: criteria for bacterial strain typing
FRED C. TENOVER,* ROBERT D. ARBEIT, RICHARD V. GOERING, PATRICIA A. MICKELSEN, BARBARA E. MURRAY, DAVID H. PERSING, AND BALA SWAMINATHAN National Center for Infectious Diseases,...
Architectural Innovation: The Reconfiguration of Existing Product Technologies and the Failure of Established Firms
ThP tiaditinn-Tl catPgori ?:ation nf innovation as t^ithpr "inrrpnipntal " or "radical" is incomplete and fundanient al ly inisl eadi ng ."Generational" innovation - innovation ...
The Sociological Imagination
Journal Article The Sociological Imagination. By C. Wright Mills. (New York: Oxford University Press, 1959. 234 pp. Index. $6.00.) Get access Journal of American History, Volume...
Mostly Harmless Econometrics
The core methods in today's econometric toolkit are linear regression for statistical control, instrumental variables methods for the analysis of natural experiments, and differ...
A treatise of human nature (1739-40)
"In his autobiography, David Hume famously noted that A Treatise of Human Nature "fell dead-born from the press." Yet it is now widely regarded as one of the greatest philosophi...
An integrated map of genetic variation from 1,092 human genomes
By characterizing the geographic and functional spectrum of human genetic variation, the 1000 Genomes Project aims to build a resource to help to understand the genetic contribu...
Orthonormal bases of compactly supported wavelets
Abstract We construct orthonormal bases of compactly supported wavelets, with arbitrarily high regularity. The order of regularity increases linearly with the support width. We ...
Optical Coherence and Quantum Optics
This book presents a systematic account of optical coherence theory within the framework of classical optics, as applied to such topics as radiation from sources of different st...
Qualitative research in health care: Analysing qualitative data
This is the second in a series of three articles Contrary to popular perception, qualitative research can produce vast amounts of data. These may include verbatim notes or tra...
Fundamentals of heat and mass transfer
Familiarization of students with the physical fundamentals of heat and mass transfer processes and modern practical problems solved within the framework of this theory, the form...
The Death and Life of Great American Cities
1 Introduction Part One: The Peculiar Nature of Cities 2 The uses of sidewalks: safety 3 The uses of sidewalks: contact 4 The uses of sidewalks: assimilating children 5 The uses...