Search Results - "Datasets"

Journal Article

The Challenge of Functional Magnetic Resonance Imaging

by Eddy, William F Fitzgerald, Mark Genovese, Christopher Lazar, Nicole Mockus, Audris Welling, Joel Published in Journal of computational and graphical statistics (01.09.1999)

“...Functional magnetic resonance imaging of the human brain in action presents large statistical and computational challenges. Here we describe those challenges...”

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Journal Article

Massive Datasets Workshop: Four Years After

by Huber, Peter J Published in Journal of computational and graphical statistics (01.09.1999)

“...Some issues crucial for the analysis of massive datasets are identified: computational complexity, data management questions, heterogeneity of data, customized...”

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Journal Article

The HAM10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesions

by Tschandl, Philipp Rosendahl, Cliff Kittler, Harald Published in Scientific data (14.08.2018)

“...Training of neural networks for automated diagnosis of pigmented skin lesions is hampered by the small size and lack of diversity of available datasets of...”

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Journal Article

What Shall We Do with the Data We are Expecting from Upcoming Earth Observation Satellites?

by Kahn, Ralph Braverman, Amy Published in Journal of computational and graphical statistics (01.09.1999)

“...The community of researchers studying global climate change is preparing to launch the first Earth observing system (EOS) satellite, EOS Terra. The satellite...”

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Journal Article

Cataloging and Mining Massive Datasets for Science Data Analysis

by Fayyad, Usama M Smyth, Padhraic Published in Journal of computational and graphical statistics (01.09.1999)

“...With hardware advances in sensors, scientific instruments, and data storage techniques has come the inevitable flood of data that threatens to render...”

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Journal Article

Analyzing Telephone Network Data

by McIntosh, Allen A Published in Journal of computational and graphical statistics (01.09.1999)

“...As our reliance on computer networks grows, it becomes increasingly important that we understand the behavior of the traffic that they carry. Because of the...”

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Journal Article

Dataset for file fragment classification of textual file formats

by Mansouri Hanis, Fatemeh Teimouri, Mehdi Published in BMC research notes (11.12.2019)

“...Classification of textual file formats is a topic of interest in network forensics. There are a few publicly available datasets of files with textual formats...”

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Journal Article

Data Mining of Massive Datasets in Healthcare

by Goodall, Colin R Published in Journal of computational and graphical statistics (01.09.1999)

“...Managing the distribution of healthcare is seen to involve data collected at every encounter of each patient with any provider, pharmacy, payer, or government...”

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Journal Article

An open science resource for establishing reliability and reproducibility in functional connectomics

by Zuo, Xi-Nian Anderson, Jeffrey S Bellec, Pierre Birn, Rasmus M Biswal, Bharat B Blautzik, Janusch Breitner, John C S Buckner, Randy L Calhoun, Vince D Castellanos, F Xavier Chen, Antao Chen, Bing Chen, Jiangtao Chen, Xu Colcombe, Stanley J Courtney, William Craddock, R Cameron Di Martino, Adriana Dong, Hao-Ming Fu, Xiaolan Gong, Qiyong Gorgolewski, Krzysztof J Han, Ying He, Ye He, Yong Ho, Erica Holmes, Avram Hou, Xiao-Hui Huckins, Jeremy Jiang, Tianzi Jiang, Yi Kelley, William Kelly, Clare King, Margaret LaConte, Stephen M Lainhart, Janet E Lei, Xu Li, Hui-Jie Li, Kaiming Li, Kuncheng Lin, Qixiang Liu, Dongqiang Liu, Jia Liu, Xun Liu, Yijun Lu, Guangming Lu, Jie Luna, Beatriz Luo, Jing Lurie, Daniel Mao, Ying Margulies, Daniel S Mayer, Andrew R Meindl, Thomas Meyerand, Mary E Nan, Weizhi Nielsen, Jared A O'Connor, David Paulsen, David Prabhakaran, Vivek Qi, Zhigang Qiu, Jiang Shao, Chunhong Shehzad, Zarrar Tang, Weijun Villringer, Arno Wang, Huiling Wang, Kai Wei, Dongtao Wei, Gao-Xia Weng, Xu-Chu Wu, Xuehai Xu, Ting Yang, Ning Yang, Zhi Zang, Yu-Feng Zhang, Lei Zhang, Qinglin Zhang, Zhe Zhang, Zhiqiang Zhao, Ke Zhen, Zonglei Zhou, Yuan Zhu, Xing-Ting Milham, Michael P Published in Scientific data (2014-00-00)

“...Efforts to identify meaningful functional imaging-based biomarkers are limited by the ability to reliably characterize inter-individual differences in human...”

Journal Article

Statistical, Physical, and Computational Aspects of Massive Data Analysis and Assimilation in Atmospheric Applications

by Levy, Gad Pu, Calton Sampson, Paul D Published in Journal of computational and graphical statistics (01.09.1999)

“...The goals and procedures of the most data-intensive operations in atmospheric sciences, including data assimilation and fusion, are introduced. We explore...”

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Journal Article

Gridded global datasets for Gross Domestic Product and Human Development Index over 1990–2015

by Kummu, Matti Taka, Maija Guillaume, Joseph H A Published in Scientific data (06.02.2018)

“...An increasing amount of high-resolution global spatial data are available, and used for various assessments. However, key economic and human development...”

Journal Article

ATtRACT—a database of RNA-binding proteins and associated motifs

by Giudice, Girolamo Sánchez-Cabo, Fátima Torroja, Carlos Lara-Pezzi, Enrique Published in Database : the journal of biological databases and curation (2016-00-00)

“...RNA-binding proteins (RBPs) play a crucial role in key cellular processes, including RNA transport, splicing, polyadenylation and stability. Understanding the...”

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