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Interpretability of Blackbox Machine Learning Models through Dataview Extraction and Shadow Model creation

Autor: Patir, Rupam, Singhal, Shubham, Anantaram, C., Goyal, Vikram

Deep learning models trained using massive amounts of data tend to capture one view of the data and its associated mapping. Different deep learning models built on the same training data may capture different views of the data based on the underlying

Externí odkaz: http://arxiv.org/abs/2002.00372

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Akademický článek

DataView: a computational visualisation system for multidisciplinary design and analysis.

Autor: Wang, Chengen¹ (AUTHOR) wangc@mail.neu.edu.cn

Publikováno v: Enterprise Information Systems. Jan2016, Vol. 10 Issue 1, p33-49. 17p.

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Akademický článek

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DataView

Autor: Vu, Anh Nguyet

R Shiny package for exploring the integrated nPOD datasets

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::08b7df4297c2154a680be9e9a6f54db2

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Software improvement for evaluation of laryngopharyngeal pH testing (Restech) – a comparison between DataView 3 and 4

Autor: Laura Knepper, Elena Schulte, Dolores T Müller, Hans F. Fuchs, Benjamin Babic, Claudia Fuchs, Wolfgang Schröder, Christiane J. Bruns, Jessica M. Leers

Publikováno v: World Journal of Gastrointestinal Surgery

BACKGROUND When gastroesophageal reflux contents reach above the upper esophageal sphincter, patients may, in addition to typical reflux symptoms, present with atypical, extraesophageal symptoms related to laryngopharyngeal reflux (LPR). Surgical tre

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::09701b99193efa186402f7587cd01954
https://doi.org/10.4240/wjgs.v12.i5.236

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Akademický článek

Software improvement for evaluation of laryngopharyngeal pH testing (Restech) - a comparison between DataView 3 and 4.

Autor: Müller DT; Department of General, Visceral, Cancer and Transplant Surgery, University of Cologne, Köln 50937, Germany., Schulte E; Department of General, Visceral, Cancer and Transplant Surgery, University of Cologne, Köln 50937, Germany., Babic B; Department of General, Visceral, Cancer and Transplant Surgery, University of Cologne, Köln 50937, Germany., Knepper L; Department of General, Visceral, Cancer and Transplant Surgery, University of Cologne, Köln 50937, Germany., Fuchs C; Department of General, Visceral, Cancer and Transplant Surgery, University of Cologne, Köln 50937, Germany., Schröder W; Department of General, Visceral, Cancer and Transplant Surgery, University of Cologne, Köln 50937, Germany., Bruns CJ; Department of General, Visceral, Cancer and Transplant Surgery, University of Cologne, Köln 50937, Germany., Leers JM; Department of General, Visceral, Cancer and Transplant Surgery, University of Cologne, Köln 50937, Germany., Fuchs HF; Department of General, Visceral, Cancer and Transplant Surgery, University of Cologne, Köln 50937, Germany. hans.fuchs@uk-koeln.de.

Publikováno v: World journal of gastrointestinal surgery [World J Gastrointest Surg] 2020 May 27; Vol. 12 (5), pp. 236-246.

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DataView: A Data Science Platform Integrating 10+ Years of nPOD-Enabled Research

Autor: Vu, Anh Nguyet

Since 2008, investigators in nPOD have utilized the biobank to generate and publish a diverse amount of data. Toolkits are needed to connect and incorporate this information by donor across multiple experiments, laboratories, and assay types. However

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::cf6d16fb0632b7aa865ac797a242e39a

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