BEAST 2: A Software Platform for Bayesian Evolutionary Analysis
We present a new open source, extensible and flexible software platform for Bayesian evolutionary analysis called BEAST 2. This software platform is a re-design of the popular B...
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730 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...
Dual Attention Network for Scene Segmentation
In this paper, we address the scene segmentation task by capturing rich contextual dependencies based on the self-attention mechanism. Unlike previous works that capture context...
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...
World Health Organization declares global emergency: A review of the 2019 novel coronavirus (COVID-19)
An unprecedented outbreak of pneumonia of unknown aetiology in Wuhan City, Hubei province in China emerged in December 2019. A novel coronavirus was identified as the causative ...
Dynamic Graph CNN for Learning on Point Clouds
Point clouds provide a flexible geometric representation suitable for countless applications in computer graphics; they also comprise the raw output of most 3D data acquisition ...
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...
Improved side‐chain torsion potentials for the Amber ff99SB protein force field
Abstract Recent advances in hardware and software have enabled increasingly long molecular dynamics (MD) simulations of biomolecules, exposing certain limitations in the accurac...