P eax : Interactive Visual Pattern Search in Sequential Data Using Unsupervised Deep Representation Learning

Author:

Lekschas Fritz1,Peterson Brant2,Haehn Daniel13,Ma Eric2,Gehlenborg Nils4,Pfister Hanspeter1

Affiliation:

1. Harvard School of Engineering and Applied Sciences

2. Novartis Institutes for BioMedical Research

3. University of Massachusetts Boston

4. Harvard Medical School

Publisher

Wiley

Subject

Computer Graphics and Computer-Aided Design

Reference72 articles.

1. AbadiM. et al.:TensorFlow: Large-scale machine learning on heterogeneous systems 2015. URL:https://tensorflow.org. 7

2. BuonoP. ArisA. PlaisantC. KhellaA. ShneidermanB.: Interactive pattern search in time series. InVisualization and Data Analysis 2005(2005) Vol. 5669 International Society for Optics and Photonics pp.175–187. 1 3

3. BerndtD. J. CliffordJ.: Using dynamic time warping to find patterns in time series. InKDD workshop(1994) Vol. 10 Seattle WA pp.359–370. 2 8

4. High-Resolution Profiling of Histone Methylations in the Human Genome

5. Representation Learning: A Review and New Perspectives

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