73 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
8 papers
QuISP: a Quantum Internet Simulation Package
Ryosuke Satoh, Michal Hajdušek, Naphan Benchasattabuse +7
We present an event-driven simulation package called QuISP for large-scale quantum networks built on top of the OMNeT++ discrete event simulation framework. Although the behavior o…
A Framework for an Assessment of the Kernel-target Alignment in Tree Ensemble Kernel Learning
Dai Feng, Richard Baumgartner
Kernels ensuing from tree ensembles such as random forest (RF) or gradient boosted trees (GBT), when used for kernel learning, have been shown to be competitive to their respective…
Parmsurv: a SAS Macro for Flexible Parametric Survival Analysis with Long-Term Predictions
Han Fu, Shahrul Mt-Isa, Richard Baumgartner +1
Health economic evaluations often require predictions of survival rates beyond the follow-up period. Parametric survival models can be more convenient for economic modelling than t…
Light Gradient Boosting Machine as a Regression Method for Quantitative Structure-Activity Relationships
Robert P. Sheridan, Andy Liaw, Matthew Tudor
In the pharmaceutical industry, where it is common to generate many QSAR models with large numbers of molecules and descriptors, the best QSAR methods are those that can generate t…
A unified framework for weighted parametric group sequential design (WPGSD)
Keaven M. Anderson, Zifang Guo, Jing Zhao +1
Group sequential design (GSD) is widely used in clinical trials in which correlated tests of multiple hypotheses are used. Multiple primary objectives resulting in tests with known…
Tolerance and Prediction Intervals for Non-normal Models
Geoffrey S Johnson
A prediction interval covers a future observation from a random process in repeated sampling, and is typically constructed by identifying a pivotal quantity that is also an ancilla…
A Nonparametric Method for Value Function Guided Subgroup Identification via Gradient Tree Boosting for Censored Survival Data
Pingye Zhang, Junshui Ma, Xinqun Chen +1
In randomized clinical trials with survival outcome, there has been an increasing interest in subgroup identification based on baseline genomic, proteomic markers or clinical chara…
Survival Analysis Using a 5-Step Stratified Testing and Amalgamation Routine in Randomized Clinical Trials
Devan V. Mehrotra, Rachel Marceau West
Randomized clinical trials are often designed to assess whether a test treatment prolongs survival relative to a control treatment. Increased patient heterogeneity, while desirable…