Donghui Yan

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berkeley college ∙ Fred Hutchinson Cancer Research Center

Similarity Kernel and Clustering via Random Projection Forests

Similarity plays a fundamental role in many areas, including data mining...
08/28/2019 ∙ by Donghui Yan, et al. ∙ 19 ∙ share

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Learning over inherently distributed data

The recent decades have seen a surge of interests in distributed computi...
07/30/2019 ∙ by Donghui Yan, et al. ∙ 0 ∙ share

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Fast communication-efficient spectral clustering over distributed data

The last decades have seen a surge of interests in distributed computing...
05/05/2019 ∙ by Donghui Yan, et al. ∙ 0 ∙ share

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A Structured Approach to the Analysis of Remote Sensing Images

The number of studies for the analysis of remote sensing images has been...
01/27/2019 ∙ by Donghui Yan, et al. ∙ 0 ∙ share

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Cost-sensitive Selection of Variables by Ensemble of Model Sequences

Many applications require the collection of data on different variables ...
01/02/2019 ∙ by Donghui Yan, et al. ∙ 0 ∙ share

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K-nearest Neighbor Search by Random Projection Forests

K-nearest neighbor (kNN) search has wide applications in many areas, inc...
12/31/2018 ∙ by Donghui Yan, et al. ∙ 0 ∙ share

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Incorporating Deep Features in the Analysis of Tissue Microarray Images

Tissue microarray (TMA) images have been used increasingly often in canc...
11/26/2018 ∙ by Donghui Yan, et al. ∙ 0 ∙ share

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Clustering of Transcriptomic Data for the Identification of Cancer Subtypes

Cancer is a number of related yet highly heterogeneous diseases. Correct...
11/25/2018 ∙ by Xiaochun Chen, et al. ∙ 0 ∙ share

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The Turtleback Diagram for Conditional Probability

We elaborate on an alternative representation of conditional probability...
08/21/2018 ∙ by Donghui Yan, et al. ∙ 0 ∙ share

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Cluster Forests

With inspiration from Random Forests (RF) in the context of classificati...
04/14/2011 ∙ by Donghui Yan, et al. ∙ 0 ∙ share

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Statistical methods for tissue array images - algorithmic scoring and co-training

Recent advances in tissue microarray technology have allowed immunohisto...
02/01/2011 ∙ by Donghui Yan, et al. ∙ 0 ∙ share

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Classification under Data Contamination with Application to Remote Sensing Image Mis-registration

This work is motivated by the problem of image mis-registration in remot...
01/19/2011 ∙ by Donghui Yan, et al. ∙ 0 ∙ share

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Donghui Yan

Featured Co-authors

Michael I. Jordan

Jin Wang

Pei Wang

Ming Shao

Zhiwei Qin

Congcong Li

Ying Xu

Le Yu

Aiyou Chen

Honggang Wang

Zhenpeng Li

Similarity Kernel and Clustering via Random Projection Forests

Learning over inherently distributed data

Fast communication-efficient spectral clustering over distributed data

A Structured Approach to the Analysis of Remote Sensing Images

Cost-sensitive Selection of Variables by Ensemble of Model Sequences

K-nearest Neighbor Search by Random Projection Forests

Incorporating Deep Features in the Analysis of Tissue Microarray Images

Clustering of Transcriptomic Data for the Identification of Cancer Subtypes

The Turtleback Diagram for Conditional Probability

Cluster Forests

Statistical methods for tissue array images - algorithmic scoring and co-training

Classification under Data Contamination with Application to Remote Sensing Image Mis-registration