Publications
Explore 611 academic publications
Improving neural networks by preventing co-adaptation of feature detectors
When a large feedforward neural network is trained on a small training set, it typically performs poorly on held-out test data. This "overfitting" is greatly reduced by randomly...
Updated guidance for trusted systematic reviews: a new edition of the Cochrane Handbook for Systematic Reviews of Interventions
On a shelf in the sunny, open‐plan office of Cochrane Australia in Melbourne, there's a large, white ring‐binder that, it's fair to say, hasn't been opened in a while. It's a pr...
Climate Change 2022 – Impacts, Adaptation and Vulnerability
The Working Group II contribution to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change (IPCC) provides a comprehensive assessment of the scientific li...
A General Theory of Crime
Preface Part I. Crime: 1. Classical theory and the idea of crime 2. The nature of crime Part II. Criminality: 3. Biological positivism 4. Psychological, economic, and sociologic...
The Astropy Project: Building an Open-science Project and Status of the v2.0 Core Package<sup>*</sup>
Abstract The Astropy Project supports and fosters the development of open-source and openly developed Python packages that provide commonly needed functionality to the astronomi...
Interactive Tree Of Life (iTOL) v4: recent updates and new developments
Abstract The Interactive Tree Of Life (https://itol.embl.de) is an online tool for the display, manipulation and annotation of phylogenetic and other trees. It is freely availab...
Mathematical Methods of Statistics.
Journal Article Mathematical Methods of Statistics Get access Mathematical Methods of Statistics. By HAROLD CRAMER. Princeton University Press (London : Geoffrey Cumberlege), 19...
Mendelian Randomization Analysis With Multiple Genetic Variants Using Summarized Data
ABSTRACT Genome‐wide association studies, which typically report regression coefficients summarizing the associations of many genetic variants with various traits, are potential...
Dialectic of Enlightenment
Dialectic of Enlightenment is, quite justifiably, one of the most celebrated and often cited works of modern social philosophy. It has been identified as the keystone of the 'Fr...
Pulmonary Vascular Endothelialitis, Thrombosis, and Angiogenesis in Covid-19
In our small series, vascular angiogenesis distinguished the pulmonary pathobiology of Covid-19 from that of equally severe influenza virus infection. The universality and clini...