Citation:

PANGAEA.756307

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Abstract:

Increasing amounts of data is collected in most areas of research and application. The degree to which this data can be accessed, analyzed, and retrieved, is a decisive in obtaining progress in fields such as scientific research or industrial production. We present a novel methodology supporting content-based retrieval and exploratory search in repositories of multivariate research data. In particular, our methods are able to describe two-dimensional functional dependencies in research data, e.g. the relationship between ination and unemployment in economics. Our basic idea is to use feature vectors based on the goodness-of-fit of a set of regression models to describe the data mathematically. We denote this approach Regressional Features and use it for content-based search and, since our approach motivates an intuitive definition of interestingness, for exploring the most interesting data. We apply our method on considerable real-world research datasets, showing the usefulness of our approach for user-centered access to research data in a Digital Library system.

Related to:

Scherer, Maximilian; Bernard, Jürgen; Schreck, Tobias (2011): Retrieval and exploratory search in multivariate research data repositories using regressional features. ACM/IEEE Joint Conference on Digital Libraries, https://doi.org/10.1145/1998076.1998144

Coverage:

Median Latitude: 23.142227 * Median Longitude: -42.246916 * South-bound Latitude: -89.983000 * West-bound Longitude: -179.983300 * North-bound Latitude: 88.460000 * East-bound Longitude: 179.851700

Date/Time Start: 1901-12-30T12:00:00 * Date/Time End: 2009-12-31T21:00:00

Change history:

2022-02-09T18:41:31 – Dataset was converted to collection (bibliography); references to deleted datasets were replaced by newer versions or completely removed. Total number of datasets changed because some of the restructured datasets in the original collection were combined.

License:

Creative Commons Attribution 3.0 Unported (CC-BY-3.0)

Size:

7498 datasets

Datasets listed in this bibliography

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Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2004-10). https://doi.org/10.1594/PANGAEA.718713
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2004-11). https://doi.org/10.1594/PANGAEA.718869
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2004-12). https://doi.org/10.1594/PANGAEA.718873
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2005-01). https://doi.org/10.1594/PANGAEA.717932
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2005-02). https://doi.org/10.1594/PANGAEA.717936
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2005-03). https://doi.org/10.1594/PANGAEA.717940
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2005-04). https://doi.org/10.1594/PANGAEA.717944
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2005-05). https://doi.org/10.1594/PANGAEA.717948
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2005-06). https://doi.org/10.1594/PANGAEA.717952
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2005-07). https://doi.org/10.1594/PANGAEA.717956
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2005-08). https://doi.org/10.1594/PANGAEA.717960
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2005-09). https://doi.org/10.1594/PANGAEA.717965
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2005-10). https://doi.org/10.1594/PANGAEA.717969
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2005-11). https://doi.org/10.1594/PANGAEA.717973
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2005-12). https://doi.org/10.1594/PANGAEA.717977
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2006-01). https://doi.org/10.1594/PANGAEA.717981
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2006-02). https://doi.org/10.1594/PANGAEA.717985
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2006-03). https://doi.org/10.1594/PANGAEA.717989
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2006-04). https://doi.org/10.1594/PANGAEA.717993
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2006-05). https://doi.org/10.1594/PANGAEA.717997
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2006-06). https://doi.org/10.1594/PANGAEA.718001
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2006-07). https://doi.org/10.1594/PANGAEA.718005
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2006-08). https://doi.org/10.1594/PANGAEA.718009
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2006-09). https://doi.org/10.1594/PANGAEA.718013
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2006-10). https://doi.org/10.1594/PANGAEA.718017
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2006-11). https://doi.org/10.1594/PANGAEA.718021
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2006-12). https://doi.org/10.1594/PANGAEA.718025
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2007-01). https://doi.org/10.1594/PANGAEA.718134
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2007-02). https://doi.org/10.1594/PANGAEA.718138
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2007-03). https://doi.org/10.1594/PANGAEA.718143
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2007-04). https://doi.org/10.1594/PANGAEA.718147
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2007-05). https://doi.org/10.1594/PANGAEA.718151
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2007-06). https://doi.org/10.1594/PANGAEA.718155
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2007-07). https://doi.org/10.1594/PANGAEA.718159
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2007-08). https://doi.org/10.1594/PANGAEA.718163
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2007-09). https://doi.org/10.1594/PANGAEA.718167
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2007-10). https://doi.org/10.1594/PANGAEA.718171
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2007-11). https://doi.org/10.1594/PANGAEA.718175
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2007-12). https://doi.org/10.1594/PANGAEA.718180
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2008-01). https://doi.org/10.1594/PANGAEA.718186
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2008-02). https://doi.org/10.1594/PANGAEA.718190
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2008-03). https://doi.org/10.1594/PANGAEA.718194
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2008-04). https://doi.org/10.1594/PANGAEA.718198
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2008-05). https://doi.org/10.1594/PANGAEA.718202
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2008-06). https://doi.org/10.1594/PANGAEA.718206
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2008-07). https://doi.org/10.1594/PANGAEA.718210
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2008-08). https://doi.org/10.1594/PANGAEA.718215
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2008-09). https://doi.org/10.1594/PANGAEA.718219
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2008-10). https://doi.org/10.1594/PANGAEA.718223
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2008-11). https://doi.org/10.1594/PANGAEA.718227
Augustine, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2008-12). https://doi.org/10.1594/PANGAEA.718231
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2002-05). https://doi.org/10.1594/PANGAEA.720159
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2002-06). https://doi.org/10.1594/PANGAEA.720166
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2002-07). https://doi.org/10.1594/PANGAEA.720173
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2002-08). https://doi.org/10.1594/PANGAEA.720180
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2002-09). https://doi.org/10.1594/PANGAEA.720187
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2002-10). https://doi.org/10.1594/PANGAEA.720194
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2002-11). https://doi.org/10.1594/PANGAEA.720201
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2002-12). https://doi.org/10.1594/PANGAEA.720208
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2003-01). https://doi.org/10.1594/PANGAEA.720213
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2003-02). https://doi.org/10.1594/PANGAEA.720217
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2003-03). https://doi.org/10.1594/PANGAEA.720221
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2003-04). https://doi.org/10.1594/PANGAEA.720225
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2003-05). https://doi.org/10.1594/PANGAEA.720229
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2003-06). https://doi.org/10.1594/PANGAEA.720233
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2003-07). https://doi.org/10.1594/PANGAEA.720237
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2003-08). https://doi.org/10.1594/PANGAEA.720241
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2003-09). https://doi.org/10.1594/PANGAEA.719621
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2003-10). https://doi.org/10.1594/PANGAEA.719625
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2003-11). https://doi.org/10.1594/PANGAEA.719629
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2003-12). https://doi.org/10.1594/PANGAEA.719633
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2004-01). https://doi.org/10.1594/PANGAEA.719638
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2004-02). https://doi.org/10.1594/PANGAEA.719642
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2004-03). https://doi.org/10.1594/PANGAEA.719646
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2004-04). https://doi.org/10.1594/PANGAEA.719650
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2004-05). https://doi.org/10.1594/PANGAEA.719654
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2004-06). https://doi.org/10.1594/PANGAEA.719658
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2004-07). https://doi.org/10.1594/PANGAEA.719662
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2004-08). https://doi.org/10.1594/PANGAEA.719666
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2004-09). https://doi.org/10.1594/PANGAEA.719670
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2004-10). https://doi.org/10.1594/PANGAEA.719674
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2004-11). https://doi.org/10.1594/PANGAEA.719678
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2004-12). https://doi.org/10.1594/PANGAEA.719682
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2005-01). https://doi.org/10.1594/PANGAEA.719686
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2005-02). https://doi.org/10.1594/PANGAEA.719690
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2005-03). https://doi.org/10.1594/PANGAEA.719694
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2005-04). https://doi.org/10.1594/PANGAEA.719698
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2005-05). https://doi.org/10.1594/PANGAEA.719702
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2005-06). https://doi.org/10.1594/PANGAEA.719706
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2005-07). https://doi.org/10.1594/PANGAEA.719710
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2005-08). https://doi.org/10.1594/PANGAEA.719714
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2005-09). https://doi.org/10.1594/PANGAEA.719718
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2005-10). https://doi.org/10.1594/PANGAEA.719722
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2005-11). https://doi.org/10.1594/PANGAEA.719726
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2005-12). https://doi.org/10.1594/PANGAEA.719730
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2006-01). https://doi.org/10.1594/PANGAEA.719755
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2006-02). https://doi.org/10.1594/PANGAEA.719759
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2006-03). https://doi.org/10.1594/PANGAEA.719763
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2006-04). https://doi.org/10.1594/PANGAEA.719767
Augustine, J (2009): Other measurements at 10 m from station Desert Rock (2006-05). https://doi.org/10.1594/PANGAEA.719771

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