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): Ultra-violet measurements from station Desert Rock (2005-10). https://doi.org/10.1594/PANGAEA.719720
Augustine, J (2009): Ultra-violet measurements from station Desert Rock (2005-11). https://doi.org/10.1594/PANGAEA.719724
Augustine, J (2009): Ultra-violet measurements from station Desert Rock (2005-12). https://doi.org/10.1594/PANGAEA.719728
Augustine, J (2009): Ultra-violet measurements from station Desert Rock (2006-01). https://doi.org/10.1594/PANGAEA.719753
Augustine, J (2009): Ultra-violet measurements from station Desert Rock (2006-02). https://doi.org/10.1594/PANGAEA.719757
Augustine, J (2009): Ultra-violet measurements from station Desert Rock (2006-03). https://doi.org/10.1594/PANGAEA.719761
Augustine, J (2009): Ultra-violet measurements from station Desert Rock (2006-04). https://doi.org/10.1594/PANGAEA.719765
Augustine, J (2009): Ultra-violet measurements from station Desert Rock (2006-05). https://doi.org/10.1594/PANGAEA.719769
Augustine, J (2009): Ultra-violet measurements from station Desert Rock (2006-06). https://doi.org/10.1594/PANGAEA.719773
Augustine, J (2009): Ultra-violet measurements from station Desert Rock (2006-07). https://doi.org/10.1594/PANGAEA.719777
Augustine, J (2009): Ultra-violet measurements from station Desert Rock (2006-08). https://doi.org/10.1594/PANGAEA.719781
Augustine, J (2009): Ultra-violet measurements from station Desert Rock (2006-09). https://doi.org/10.1594/PANGAEA.719785
Augustine, J (2009): Ultra-violet measurements from station Desert Rock (2006-10). https://doi.org/10.1594/PANGAEA.719789
Augustine, J (2009): Ultra-violet measurements from station Desert Rock (2006-11). https://doi.org/10.1594/PANGAEA.719793
Augustine, J (2009): Ultra-violet measurements from station Desert Rock (2006-12). https://doi.org/10.1594/PANGAEA.719797
Augustine, J (2009): Ultra-violet measurements from station Desert Rock (2007-01). https://doi.org/10.1594/PANGAEA.719801
Augustine, J (2009): Ultra-violet measurements from station Desert Rock (2007-02). https://doi.org/10.1594/PANGAEA.719805
Augustine, J (2009): Ultra-violet measurements from station Desert Rock (2007-03). https://doi.org/10.1594/PANGAEA.719809
Augustine, J (2009): Ultra-violet measurements from station Desert Rock (2007-04). https://doi.org/10.1594/PANGAEA.719813
Augustine, J (2009): Ultra-violet measurements from station Desert Rock (2007-05). https://doi.org/10.1594/PANGAEA.719817
Augustine, J (2009): Ultra-violet measurements from station Desert Rock (2007-06). https://doi.org/10.1594/PANGAEA.719821
Augustine, J (2009): Ultra-violet measurements from station Desert Rock (2007-07). https://doi.org/10.1594/PANGAEA.719825
Augustine, J (2009): Ultra-violet measurements from station Desert Rock (2007-08). https://doi.org/10.1594/PANGAEA.719829
Augustine, J (2009): Ultra-violet measurements from station Desert Rock (2007-09). https://doi.org/10.1594/PANGAEA.719833
Augustine, J (2009): Ultra-violet measurements from station Desert Rock (2007-10). https://doi.org/10.1594/PANGAEA.719837
Augustine, J (2009): Ultra-violet measurements from station Desert Rock (2007-11). https://doi.org/10.1594/PANGAEA.719841
Augustine, J (2009): Ultra-violet measurements from station Desert Rock (2007-12). https://doi.org/10.1594/PANGAEA.719845
Augustine, J (2009): Ultra-violet measurements from station Desert Rock (2008-01). https://doi.org/10.1594/PANGAEA.719849
Augustine, J (2009): Ultra-violet measurements from station Desert Rock (2008-02). https://doi.org/10.1594/PANGAEA.719853
Augustine, J (2009): Ultra-violet measurements from station Desert Rock (2008-03). https://doi.org/10.1594/PANGAEA.719857
Augustine, J (2009): Ultra-violet measurements from station Desert Rock (2008-04). https://doi.org/10.1594/PANGAEA.719861
Augustine, J (2009): Ultra-violet measurements from station Desert Rock (2008-05). https://doi.org/10.1594/PANGAEA.719865
Augustine, J (2009): Ultra-violet measurements from station Desert Rock (2008-06). https://doi.org/10.1594/PANGAEA.719869
Augustine, J (2009): Ultra-violet measurements from station Desert Rock (2008-07). https://doi.org/10.1594/PANGAEA.719873
Augustine, J (2009): Ultra-violet measurements from station Desert Rock (2008-08). https://doi.org/10.1594/PANGAEA.719877
Augustine, J (2009): Ultra-violet measurements from station Desert Rock (2008-09). https://doi.org/10.1594/PANGAEA.719881
Augustine, J (2009): Ultra-violet measurements from station Desert Rock (2008-10). https://doi.org/10.1594/PANGAEA.719885
Augustine, J (2009): Ultra-violet measurements from station Desert Rock (2008-11). https://doi.org/10.1594/PANGAEA.719889
Augustine, J (2009): Ultra-violet measurements from station Desert Rock (2008-12). https://doi.org/10.1594/PANGAEA.719893
Augustine, J (2009): Ultra-violet measurements from station Desert Rock (2009-02). https://doi.org/10.1594/PANGAEA.719901
Augustine, J (2009): Ultra-violet measurements from station Desert Rock (2009-04). https://doi.org/10.1594/PANGAEA.719909
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2002-05). https://doi.org/10.1594/PANGAEA.721584
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2002-06). https://doi.org/10.1594/PANGAEA.721587
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2002-07). https://doi.org/10.1594/PANGAEA.721590
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2002-08). https://doi.org/10.1594/PANGAEA.721593
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2002-09). https://doi.org/10.1594/PANGAEA.721596
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2002-10). https://doi.org/10.1594/PANGAEA.721599
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2002-11). https://doi.org/10.1594/PANGAEA.721602
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2002-12). https://doi.org/10.1594/PANGAEA.721605
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2003-01). https://doi.org/10.1594/PANGAEA.721608
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2003-02). https://doi.org/10.1594/PANGAEA.721611
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2003-03). https://doi.org/10.1594/PANGAEA.721614
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2003-04). https://doi.org/10.1594/PANGAEA.721617
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2003-05). https://doi.org/10.1594/PANGAEA.721620
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2003-06). https://doi.org/10.1594/PANGAEA.721623
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2003-07). https://doi.org/10.1594/PANGAEA.721626
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2003-08). https://doi.org/10.1594/PANGAEA.721629
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2003-09). https://doi.org/10.1594/PANGAEA.721109
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2003-10). https://doi.org/10.1594/PANGAEA.721112
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2003-11). https://doi.org/10.1594/PANGAEA.721115
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2003-12). https://doi.org/10.1594/PANGAEA.721118
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2004-01). https://doi.org/10.1594/PANGAEA.721121
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2004-02). https://doi.org/10.1594/PANGAEA.721124
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2004-03). https://doi.org/10.1594/PANGAEA.721127
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2004-04). https://doi.org/10.1594/PANGAEA.721130
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2004-05). https://doi.org/10.1594/PANGAEA.721133
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2004-06). https://doi.org/10.1594/PANGAEA.721136
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2004-07). https://doi.org/10.1594/PANGAEA.721140
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2004-08). https://doi.org/10.1594/PANGAEA.721143
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2004-09). https://doi.org/10.1594/PANGAEA.721146
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2004-10). https://doi.org/10.1594/PANGAEA.721149
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2004-11). https://doi.org/10.1594/PANGAEA.721152
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2004-12). https://doi.org/10.1594/PANGAEA.721155
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2005-01). https://doi.org/10.1594/PANGAEA.721158
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2005-02). https://doi.org/10.1594/PANGAEA.721161
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2005-03). https://doi.org/10.1594/PANGAEA.721164
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2005-04). https://doi.org/10.1594/PANGAEA.721167
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2005-05). https://doi.org/10.1594/PANGAEA.721170
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2005-06). https://doi.org/10.1594/PANGAEA.721173
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2005-07). https://doi.org/10.1594/PANGAEA.721176
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2005-08). https://doi.org/10.1594/PANGAEA.721179
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2005-09). https://doi.org/10.1594/PANGAEA.721182
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2005-10). https://doi.org/10.1594/PANGAEA.721185
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2005-11). https://doi.org/10.1594/PANGAEA.721188
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2005-12). https://doi.org/10.1594/PANGAEA.721191
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2006-01). https://doi.org/10.1594/PANGAEA.721197
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2006-02). https://doi.org/10.1594/PANGAEA.721200
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2006-03). https://doi.org/10.1594/PANGAEA.721203
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2006-04). https://doi.org/10.1594/PANGAEA.721206
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2006-05). https://doi.org/10.1594/PANGAEA.721209
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2006-06). https://doi.org/10.1594/PANGAEA.721212
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2006-07). https://doi.org/10.1594/PANGAEA.721215
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2006-08). https://doi.org/10.1594/PANGAEA.721218
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2006-09). https://doi.org/10.1594/PANGAEA.721221
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2006-10). https://doi.org/10.1594/PANGAEA.721224
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2006-11). https://doi.org/10.1594/PANGAEA.721227
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2006-12). https://doi.org/10.1594/PANGAEA.721230
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2007-01). https://doi.org/10.1594/PANGAEA.721233
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2007-02). https://doi.org/10.1594/PANGAEA.721236
Augustine, J (2009): Ultra-violet measurements from station Fort Peck (2007-03). https://doi.org/10.1594/PANGAEA.721239

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