Publications
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The random subspace method for constructing decision forests
Much of previous attention on decision trees focuses on the splitting criteria and optimization of tree sizes. The dilemma between overfitting and achieving maximum accuracy is ...
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...
Time and the Other: How Anthropology Makes Its Object
Fabian's study is a classic in the field that changed the way anthropologists relate to their subjects and is of immense value not only to anthropologists but to all those conce...
Linear methods in band theory
Two approximate methods for solving the band-structure problem in an efficient and physically transparent way are presented and discussed in detail. The variational principle fo...
Attention Is All You Need
The dominant sequence transduction models are based on complex recurrent or convolutional neural networks in an encoder-decoder configuration. The best performing models also co...
Nanoparticles: Properties, applications and toxicities
This review is provided a detailed overview of the synthesis, properties and applications of nanoparticles (NPs) exist in different forms. NPs are tiny materials having size ran...
A Toll-like receptor recognizes bacterial DNA
DNA from bacteria has stimulatory effects on mammalian immune cells, which depend on the presence of unmethylated CpG dinucleotides in the bacterial DNA. In contrast, mammalian ...
Mismatch repair deficiency predicts response of solid tumors to PD-1 blockade
Predicting responses to immunotherapy Colon cancers with loss-of-function mutations in the mismatch repair (MMR) pathway have favorable responses to PD-1 blockade immunotherapy....