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What can data tell us about past climate that is useful for the future? Data management in paleoclimatology
2008
PAGES news
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Acknowledgements We thank Travis Logan for providing ECHAM4 data and Brian Stocks for the photo. Financial support from Canadian Forest Service funds (M.P.G.) is acknowledged. ...
They tell us when, for how long, and for what reasons, the climate has changed. Digital data libraries make it all possible. ...
Owing to networking with other systems, database contents can be tracked down by means of search engines, portals, and online library catalogs. ...
doi:10.22498/pages.16.2.30
fatcat:5uvlp6nfcnhujahgwhaqtfgmiq
Speech Emotion Recognition Using MLP Classifier
2021
International Journal of Scientific Research in Science and Technology
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Which uses different modules for emotion recognition and the classifier are used to differentiate emotion such as happy sad angry surprise. ...
This study shows that for our dataset all classifiers achieve an accuracy of 68%. ...
Fig 4 . 4 Training
model used for training, the other is the speech library to be tested, and it is used for testing and grading. ...
doi:10.32628/cseit217446
fatcat:ydidvd7bszaahdo4b4ufzmo7qq
Using DOE Math Libraries: Introducing the xSDK
[article]
2018
Figshare
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The Extreme-scale Scientific Software Development Kit (xSDK) provides infrastructure for a collection of related and complementary software elements—developed by diverse, independent teams throughout the ...
to consider for efforts toward Software Development Kits generally, in other areas of reusable software technologies. ...
Department of Energy Office of Science, Office of Advanced Scientific Computing Research (ASCR), and by the Exascale Computing Project (17-SC-20-SC), a collaborative effort of the U.S. ...
doi:10.6084/m9.figshare.6015977.v1
fatcat:4fn4sy5dbbbkzhzym57dtecu3m
Working Towards an Understanding of Digital Library Use
1995
D-Lib Magazine
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In this article, I will also discuss the upcoming Allerton Institute at the University of Illinois, a methodological forum on digital library use that will provide another means for researchers in a variety ...
Academic, special, and public libraries are implementing on-line systems that provide their patrons with electronic access to library catalogs and a variety of other information resources. ...
doi:10.1045/october95-bishop
fatcat:l5cm4q37uvbc5hjrsdjc76uyzy
Robust physics discovery via supervised and unsupervised pattern recognition using the Euler characteristic
[article]
2021
arXiv
pre-print
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Machine learning approaches have been widely used for discovering the underlying physics of dynamical systems from measured data. ...
Existing approaches, however, still lack robustness, especially when the measured data contain a large level of noise. ...
A classifier is first trained using a library of candidate models and then tested on the target system. ...
arXiv:2110.13610v1
fatcat:vz3jqscduzgdzbgz7bm23nfxdm
Using metadata formats and AGROVOC thesaurus for data description in the agrarian sector
2013
Plant, Soil and Environment
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Organization of the United Nations, it can become a robust and universal tool for data characteristics and semantic description. ...
research papers and scientific publications. ...
Acknowledgements The knowledge and data presented in the paper were obtained as a result of the following research program and grant scheme: ...
doi:10.17221/261/2013-pse
fatcat:m5sbkr4ehndjbmq4zfvjihs3xi
Methods for enhancing the reproducibility of biomedical research findings using electronic health records
2017
BioData Mining
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Reporting guidelines, such as RECORD and STROBE, have set a solid foundation by recommending a series of items for researchers to include in their research outputs. ...
Results: In this paper, we review and propose a series of methods and tools utilized in adjunct scientific disciplines that can be used to enhance the reproducibility of research using electronic health ...
Acknowledgements We would like to thank Václav Papež for his help in preparing the figures included in this manuscript. ...
doi:10.1186/s13040-017-0151-7
pmid:28912836
pmcid:PMC5594436
fatcat:uk4ldgnrs5gelptssf3j7kuhtq
Intelligent Essay Grading System using Hybrid Text Processing Techniques
2020
International Journal of Scientific Research in Computer Science Engineering and Information Technology
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This study presents an Essay Grading System called Intelligent Natural Language Processing Essay Grading System (iNLPEGS) with high accuracy percentage and minimal loss function for scoring assessment ...
and a human grader. ...
The essays were collected in a project ran by the William and Flora Hewlett
• Anaconda, used for package management and deployment based distribution of the Python and R programming languages for scientific ...
doi:10.32628/cseit206547
fatcat:fj3zpkuehbbplpiaoq6htptppu
US Government Resources Related to Research Rigor and Reproducibility
2018
DttP Documents to the People
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Two of the authors have previously published on reproducibility and the services and expertise librarians and libraries offer that make the library community a key part of supporting reproducible research ...
This has led to declarations that science is experiencing a "reproducibility crisis" and that this crisis has negative consequences for science, the public, and public policy. ...
manner sufficient for independent validation" including "regulations for which the public is likely to bear the cost of compliance." ...
doi:10.5860/dttp.v46i3.6828
fatcat:ewfcnbk7yff75elfq3zo5bv6ry
The Use of Academic Social Networking Sites in Scholarly Communication: Scoping Review
2020
Data and Information Management
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In addition, this study has implications for academic and research institutions, libraries and information literacy programs, and future studies on the topic. ...
Keyword analysis and scoping review approaches have been used to analyze the comprehensive literature in the field. The study found a geographic variation in what motivates academics to use ASNs. ...
Liang et al. (2018) proposed an algorithm-based recommendation system using the topic model for cross-disciplinary scientific collaboration. ...
doi:10.2478/dim-2020-0050
fatcat:ogwzdeopzrhmhpkil3lmbjbk5m
RoboStack: Using the Robot Operating System alongside the Conda and Jupyter Data Science Ecosystems
[article]
2021
arXiv
pre-print
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We argue that it is beneficial to tightly couple the widely-used Robot Operating System with Conda, a cross-platform, language-agnostic package manager, and Jupyter, a web-based interactive computational ...
environment affording scientific computing. ...
Tobias Fischer and Michael Milford acknowledge continued support from the Queensland University of Technology (QUT) through the Centre for Robotics. ...
arXiv:2104.12910v2
fatcat:sd4z5ivhhzbedhwuq6tp5bchpm
One publisher's journey through the public access debate
2012
Information Services and Use
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I share my perspective of the public access debate, as CEO of American Institute of Physics, a medium-size scientific publisher and my observations on our industry's most important customers -the libraries ...
options for expanding access. ...
system for grants. ...
doi:10.3233/isu-2012-0684
fatcat:3h43ckd365ddnnjudhdgi2rtpe
A multi-label classification method using a hierarchical and transparent representation for paper-reviewer recommendation
[article]
2019
arXiv
pre-print
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How to effectively and accurately recommend reviewers for the submitted papers is a meaningful and still tough task. ...
In this paper, we propose a Multi-Label Classification method using a hierarchical and transparent Representation named Hiepar-MLC. ...
Natural Science Foundation of China (Grants #61876001, #61602003 and #61673020), the Provincial Natural Science Foundation of Anhui Province (#1708085QF156), and the Recruitment Project of Anhui University for ...
arXiv:1912.08976v1
fatcat:c2sb7yupjrgz3alzfudcflup2y
Animal-derived-antibody generation faces strict reform in accordance with European Union policy on animal use
2020
Nature Methods
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Applications for animal use will have to be presented with robust justification. ...
While some groups rely on immunization strategies, others use non-animal approaches, including human B cells from convalescent patients or large pre-existing naive antibody libraries for phage, yeast or ...
A.C.G.: Founder of AFABILITY, a non-profit organization that advises on antibody production methods and scientific procedures involving the use of animals according to Directive 2010/63/EU. ...
doi:10.1038/s41592-020-0906-9
pmid:32719533
fatcat:etbufskgpzg47paudoezjdbdp4
Smart Assistant for Blind Humans using Rashberry PI
2018
International Journal of Trend in Scientific Research and Development
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An OCR (Optical Character Recognition) system which is a branch of computer vision and in turn a sub-class of Artificial Intelligence. ...
OCRs developed for many world languages are already under efficient use.This method extracts moving object region by a mixture-of-Gaussians-based background subtraction method. ...
In our system for OCR technology we are using TESSERACT library. Using Flite library the data will be converted to audio. ...
doi:10.31142/ijtsrd11498
fatcat:fvd2z2c3qzcubpckea3ucjoduq
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