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Categorical Data Integration for Computational Science
[article]
2019
arXiv
pre-print
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Categorical Query Language is an open-source query and data integration scripting language that can be applied to common challenges in the field of computational science. ...
We argue some open problems in the field of data sharing in computational science are addressable by working within this paradigm of functorial data migration. ...
Data Availability Data and code required to reproduce these findings are available to download from https://github.com/krisbrown/cql_data_integration. ...
arXiv:1903.10579v1
fatcat:idsg7exy7jazjbtudjskezigxq
Text Categorization for Assessing Multiple Documents Integration, or John Henry Visits a Data Mine
[chapter]
2011
Lecture Notes in Computer Science
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In this paper, we explore techniques for analyzing student essays to give feedback to teachers on how well their students deal with multiple texts. ...
A critical need for students in the digital age is to learn how to gather, analyze, evaluate, and synthesize complex and sometimes contradictory information across multiple sources and contexts. ...
Yilmazel et al [18] used an SVM algorithm to perform text categorization for automatically aligning curricular documents with state and federal science benchmarks. ...
doi:10.1007/978-3-642-21869-9_17
fatcat:gv2y7phep5gnbduehyfdjxf2ve
A Dynamic Programming Approach for Privacy Preserving Collaborative Data Publishing
2011
International Journal of Computer Applications
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This paper suggests a simple solution for integrating nparty data using dynamic programming on subsets. The solution is based on thresholds for privacy and informativeness based on k-anonymity. ...
One such solution was proposed for such a scenario, based on k-anonymity and cut-tree method for 2-party data. ...
Figure 1 . 1 Collaborative
Figure 2 . 2 System Architecture
Figure 4 .Figure 5 . 45 Taxonomy Taxonomy for Gender
Figure 6 . 6 Secure Data Integration
4) , Science (2) , Arts (2) , Computer Science ...
doi:10.5120/2572-3542
fatcat:2ussdrffand33nulczqgwchl4i
The design of teaching structure based on competency training of computational thinking
2012
2012 First National Conference for Engineering Sciences (FNCES 2012)
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It poses a new challenge to computing science and college computer education, including teaching contents, curriculum system, and teaching methods. ...
compound teaching modules and a categorized and multi-layer curriculum system. ...
The construction of compound teaching modules
Fig. 2 . 2 The categorized and multi-layer course system For instance, in categorized course system, College Computer Fundamentals and courses of computer ...
doi:10.1109/nces.2012.6543829
fatcat:jlxfa45w35fkpn3qr4x7aasr4m
Provider landscape analysis and provider categorization
[article]
2020
Zenodo
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Provider landscape analysis and provider categorization – presents the collection of detailed information about resource providers – generic computing services, generic data storage services and generic ...
data management services, thematic (discipline-specific) services, and repositories (publication repositories, datasets repositories, software repositories). ...
Security, Computer Science
IoT Cloud Platform
4 IoT platform for data collecting, processing and visualization. ...
doi:10.5281/zenodo.3932941
fatcat:rels73oqtza7vba65wx3am6gzy
Theoretical and Practical Challenges of Integrating Ecosystem Data
[chapter]
2008
Lecture Notes in Computer Science
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Here, we propose a categorical basis for the task of organising and integrating ecosystem data. ...
The core idea of our approach is to use the duality between algebra and coalgebra as the mathematical basis for representing and relating these two data types. ...
Here, we propose a categorical basis for the task of organising and integrating ecosystem data. ...
doi:10.1007/978-3-540-88875-8_23
fatcat:yau7xlntcjenxnzy3bcrt3daqy
Page 242 of American Society of Civil Engineers. Collected Journals Vol. 16, Issue 4
[page]
2002
American Society of Civil Engineers. Collected Journals
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The Internet Archive has digitized a microfilm copy of this work. It may be possible to borrow a copy for reading.
“Planning for computer integrated construction.” J. Comput. Civ. Eng., 13(4), 217-225.
Kang, L. S., and Paulson, B. C. (1997). “Adaptability of information classification systems for civil works.” J. ...
“An exploratory technique for investigating large quantities of categorical data.” Appl. Stat., 29(2), 119-127.
Kosovac, B., Froese, T., and Vanier, D. (2000). ...
Earth Science Data Analytics: Definitions, Techniques and Skills
2017
Data Science Journal
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The continuous evolution of data management systems affords great opportunities for the enhancement of knowledge and advancement of science research. ...
Through the acquisition of Earth science research use cases and categorization of ESDA result oriented research goals, ESDA techniques/skills have been assembled. ...
Acknowledgements The authors would like to thank the ESIP Federation and, in particular, the ESDA Cluster members for their support and insights, as well as Peter Fox and Erin Robinson for their wisdom ...
doi:10.5334/dsj-2017-006
fatcat:hvphedgtufdjlfzdjq3mwkntyi
Clustering Heterogeneous Data with Mutual Semi-supervision
[chapter]
2012
Lecture Notes in Computer Science
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Algorithms for Mixed Data Attributes k-prototypes [Huang, 1998] : integrates the k-means and the kmodes. ...
• In NMI:
• For categorical domain
Experimental Results: Heart Disease Data
Set
Algorithm
Semi-Supervised
Conversion
Splitting
Data type
Numerical
Categorical Numerical
Categorical Numerical ...
doi:10.1007/978-3-642-34109-0_4
fatcat:usb2atelnrgffktedxgx5yo4pa
A Survey of Scholarly Literature Describing the Field of Bioinformatics Education and Bioinformatics Educational Research
2014
CBE - Life Sciences Education
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analyzing, interpreting, and integrating data to solve biological problems. ...
J Comput Sci Coll 21, 100-107. ...
Essay resulted from the advancement of biological sciences due to the integration and application of information technology and computational science to solve biological problems in emerging fields such ...
doi:10.1187/cbe.13-10-0193
pmid:25452484
pmcid:PMC4255348
fatcat:2uilrbzzzja4nmsetfzw6mbkau
Semi-automatic Categorization of Videos on VideoLectures.net
[chapter]
2009
Lecture Notes in Computer Science
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In this paper, we present a module for semi-automatic categorization of video-recorded lectures. ...
Automatic or semi-automatic categorization of items (e.g. documents) into a taxonomy is an important and challenging machine-learning task. ...
To incorporate structural data in an attempt to boost accuracy, we decided to compute a kernel for each different "instance space" of the data, different spaces being the TF-IDF representation of the textual ...
doi:10.1007/978-3-642-04174-7_51
fatcat:6b5czbw2cvbvxn4hixayn2yt7a
Data Integration for Multimedia E-learning Environments with XML and MPEG-7
[chapter]
2002
Lecture Notes in Computer Science
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Integration of heterogeneous data is one of the greatest challenges for versatile e-learning environments, since support for different multimedia data formats is often restricted or adaptions are necessary ...
Therefore, we examine the opportunities given by new metadata standards like MPEG-7 and XML for knowledge management in terms of automated processing, evaluation and presentation of e-content. ...
We like to thank our colleagues for the inspiring discussions. Special thanks to Oliver Fritzen for reviewing this article. ...
doi:10.1007/3-540-36277-0_23
fatcat:a2gootalsvh5tljk5b6fsu3aji
Linking Data across Universities: An Integrated Video Lectures Dataset
[chapter]
2011
Lecture Notes in Computer Science
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To integrate this information, the extracted videos have been categorized under a common classification space, the taxonomy defined by the Open Directory Project 3 . ...
As a result of this process a new Linked Data dataset has been released containing more than 14,000 video lectures from 27 different institutions and categorized under a common classification scheme. ...
These videos have been categorized under a total of 569 different ODP categories. Among the most popular ones we can highlight: Science/Math, Science/Physics and Computers/Artificial_Intelligence. ...
doi:10.1007/978-3-642-25093-4_4
fatcat:6xpyzsyupbgnrmrpnu32z77wza
Text Mining Grid Services for Multiple Environments
[chapter]
2008
Lecture Notes in Computer Science
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The focus is the development and test of components for analysis and evaluation of unstructured data into distinct grid environments. ...
access and a visualization tool integrated with various grid environments. ...
providing the computational resources for this research. ...
doi:10.1007/978-3-540-92859-1_51
fatcat:ioxhimhpdngzlebebseczyr4ya
News and Notices. COMPSTAT 84. 6th Symposium on computational statistics
1983
Applications of Mathematics
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General aspects of statistical software for micro computers. 7. Integration of statistical data base management and data analysis. 8. Computational aspects of robustness. 9. ...
Software in categorical data analysis. 10. Computational problems in spatial data analysis. 11. Computational statistics in random processes. 12. ...
doi:10.21136/am.1983.104031
fatcat:yyf2vqbadba5tets6j5a6kqvaa
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