70 citations · 179 across the 19 of their papers we have counts for
4 papers · 1 filter
K-nearest Neighbor Search by Random Projection Forests
Donghui Yan, Yingjie Wang, Jin Wang +2
K-nearest neighbor (kNN) search has wide applications in many areas, including data mining, machine learning, statistics and many applied domains. Inspired by the success of ensemb…
Incorporating Deep Features in the Analysis of Tissue Microarray Images
Donghui Yan, Timothy W. Randolph, Jian Zou +1
Tissue microarray (TMA) images have been used increasingly often in cancer studies and the validation of biomarkers. TACOMA---a cutting-edge automatic scoring algorithm for TMA ima…
Clustering of Transcriptomic Data for the Identification of Cancer Subtypes
Xiaochun Chen, Honggang Wang, Donghui Yan
Cancer is a number of related yet highly heterogeneous diseases. Correct identification of cancer subtypes is critical for clinical decisions. The advance in sequencing technologie…
The Turtleback Diagram for Conditional Probability
Donghui Yan, Gary E. Davis
We elaborate on an alternative representation of conditional probability to the usual tree diagram. We term the representation `turtleback diagram' for its resemblance to the patte…