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 Rock Springs (2003-02). https://doi.org/10.1594/PANGAEA.723032
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2003-03). https://doi.org/10.1594/PANGAEA.723035
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2003-04). https://doi.org/10.1594/PANGAEA.723039
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2003-05). https://doi.org/10.1594/PANGAEA.723042
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2003-06). https://doi.org/10.1594/PANGAEA.723046
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2003-07). https://doi.org/10.1594/PANGAEA.723049
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2003-08). https://doi.org/10.1594/PANGAEA.723052
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2003-09). https://doi.org/10.1594/PANGAEA.722576
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2003-10). https://doi.org/10.1594/PANGAEA.722580
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2003-11). https://doi.org/10.1594/PANGAEA.722584
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2003-12). https://doi.org/10.1594/PANGAEA.722587
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2004-01). https://doi.org/10.1594/PANGAEA.722631
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2004-02). https://doi.org/10.1594/PANGAEA.722634
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2004-03). https://doi.org/10.1594/PANGAEA.722637
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2004-04). https://doi.org/10.1594/PANGAEA.722640
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2004-05). https://doi.org/10.1594/PANGAEA.722643
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2004-06). https://doi.org/10.1594/PANGAEA.722646
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2004-07). https://doi.org/10.1594/PANGAEA.722649
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2004-08). https://doi.org/10.1594/PANGAEA.722652
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2004-09). https://doi.org/10.1594/PANGAEA.722655
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2004-10). https://doi.org/10.1594/PANGAEA.722658
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2004-11). https://doi.org/10.1594/PANGAEA.722661
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2004-12). https://doi.org/10.1594/PANGAEA.722664
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2005-01). https://doi.org/10.1594/PANGAEA.722667
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2005-02). https://doi.org/10.1594/PANGAEA.722670
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2005-03). https://doi.org/10.1594/PANGAEA.722673
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2005-04). https://doi.org/10.1594/PANGAEA.722676
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2005-05). https://doi.org/10.1594/PANGAEA.722679
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2005-06). https://doi.org/10.1594/PANGAEA.722682
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2005-07). https://doi.org/10.1594/PANGAEA.722685
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2005-08). https://doi.org/10.1594/PANGAEA.722688
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2005-09). https://doi.org/10.1594/PANGAEA.722691
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2005-10). https://doi.org/10.1594/PANGAEA.722694
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2005-11). https://doi.org/10.1594/PANGAEA.722697
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2005-12). https://doi.org/10.1594/PANGAEA.722700
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2006-01). https://doi.org/10.1594/PANGAEA.722713
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2006-02). https://doi.org/10.1594/PANGAEA.722716
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2006-03). https://doi.org/10.1594/PANGAEA.722719
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2006-04). https://doi.org/10.1594/PANGAEA.722722
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2006-05). https://doi.org/10.1594/PANGAEA.722725
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2006-06). https://doi.org/10.1594/PANGAEA.722728
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2006-07). https://doi.org/10.1594/PANGAEA.722731
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2006-08). https://doi.org/10.1594/PANGAEA.722734
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2006-09). https://doi.org/10.1594/PANGAEA.722737
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2006-10). https://doi.org/10.1594/PANGAEA.722740
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2006-11). https://doi.org/10.1594/PANGAEA.722743
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2006-12). https://doi.org/10.1594/PANGAEA.722746
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2007-01). https://doi.org/10.1594/PANGAEA.722749
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2007-02). https://doi.org/10.1594/PANGAEA.722752
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2007-03). https://doi.org/10.1594/PANGAEA.722755
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2007-04). https://doi.org/10.1594/PANGAEA.722758
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2007-05). https://doi.org/10.1594/PANGAEA.722761
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2007-06). https://doi.org/10.1594/PANGAEA.722764
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2007-07). https://doi.org/10.1594/PANGAEA.722767
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2007-08). https://doi.org/10.1594/PANGAEA.722770
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2007-09). https://doi.org/10.1594/PANGAEA.722773
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2007-10). https://doi.org/10.1594/PANGAEA.722776
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2007-11). https://doi.org/10.1594/PANGAEA.722779
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2007-12). https://doi.org/10.1594/PANGAEA.722782
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2008-01). https://doi.org/10.1594/PANGAEA.722786
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2008-02). https://doi.org/10.1594/PANGAEA.722789
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2008-03). https://doi.org/10.1594/PANGAEA.722792
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2008-04). https://doi.org/10.1594/PANGAEA.722795
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2008-05). https://doi.org/10.1594/PANGAEA.722798
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2008-06). https://doi.org/10.1594/PANGAEA.722801
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2008-07). https://doi.org/10.1594/PANGAEA.722804
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2008-08). https://doi.org/10.1594/PANGAEA.722807
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2008-09). https://doi.org/10.1594/PANGAEA.722810
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2008-10). https://doi.org/10.1594/PANGAEA.722813
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2008-11). https://doi.org/10.1594/PANGAEA.722816
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2008-12). https://doi.org/10.1594/PANGAEA.722819
Augustine, J (2009): Other measurements at 10 m from station Sioux Falls (2003-06). https://doi.org/10.1594/PANGAEA.717854
Augustine, J (2009): Other measurements at 10 m from station Sioux Falls (2003-07). https://doi.org/10.1594/PANGAEA.717857
Augustine, J (2009): Other measurements at 10 m from station Sioux Falls (2003-08). https://doi.org/10.1594/PANGAEA.717860
Augustine, J (2009): Other measurements at 10 m from station Sioux Falls (2003-09). https://doi.org/10.1594/PANGAEA.717863
Augustine, J (2009): Other measurements at 10 m from station Sioux Falls (2003-10). https://doi.org/10.1594/PANGAEA.717866
Augustine, J (2009): Other measurements at 10 m from station Sioux Falls (2003-11). https://doi.org/10.1594/PANGAEA.717869
Augustine, J (2009): Other measurements at 10 m from station Sioux Falls (2003-12). https://doi.org/10.1594/PANGAEA.717884
Augustine, J (2009): Other measurements at 10 m from station Sioux Falls (2004-01). https://doi.org/10.1594/PANGAEA.717895
Augustine, J (2009): Other measurements at 10 m from station Sioux Falls (2004-02). https://doi.org/10.1594/PANGAEA.717898
Augustine, J (2009): Other measurements at 10 m from station Sioux Falls (2004-03). https://doi.org/10.1594/PANGAEA.717901
Augustine, J (2009): Other measurements at 10 m from station Sioux Falls (2004-04). https://doi.org/10.1594/PANGAEA.717904
Augustine, J (2009): Other measurements at 10 m from station Sioux Falls (2004-05). https://doi.org/10.1594/PANGAEA.717907
Augustine, J (2009): Other measurements at 10 m from station Sioux Falls (2004-06). https://doi.org/10.1594/PANGAEA.717910
Augustine, J (2009): Other measurements at 10 m from station Sioux Falls (2004-07). https://doi.org/10.1594/PANGAEA.717913
Augustine, J (2009): Other measurements at 10 m from station Sioux Falls (2004-08). https://doi.org/10.1594/PANGAEA.717916
Augustine, J (2009): Other measurements at 10 m from station Sioux Falls (2004-09). https://doi.org/10.1594/PANGAEA.717919
Augustine, J (2009): Other measurements at 10 m from station Sioux Falls (2004-10). https://doi.org/10.1594/PANGAEA.717922
Augustine, J (2009): Other measurements at 10 m from station Sioux Falls (2004-11). https://doi.org/10.1594/PANGAEA.717925
Augustine, J (2009): Other measurements at 10 m from station Sioux Falls (2004-12). https://doi.org/10.1594/PANGAEA.717928
Augustine, J (2009): Other measurements at 10 m from station Sioux Falls (2005-01). https://doi.org/10.1594/PANGAEA.717892
Augustine, J (2009): Other measurements at 10 m from station Sioux Falls (2005-02). https://doi.org/10.1594/PANGAEA.718059
Augustine, J (2009): Other measurements at 10 m from station Sioux Falls (2005-03). https://doi.org/10.1594/PANGAEA.718062
Augustine, J (2009): Other measurements at 10 m from station Sioux Falls (2005-04). https://doi.org/10.1594/PANGAEA.718065
Augustine, J (2009): Other measurements at 10 m from station Sioux Falls (2005-05). https://doi.org/10.1594/PANGAEA.718068
Augustine, J (2009): Other measurements at 10 m from station Sioux Falls (2005-06). https://doi.org/10.1594/PANGAEA.718071
Augustine, J (2009): Other measurements at 10 m from station Sioux Falls (2005-07). https://doi.org/10.1594/PANGAEA.718074
Augustine, J (2009): Other measurements at 10 m from station Sioux Falls (2005-08). https://doi.org/10.1594/PANGAEA.718077
Augustine, J (2009): Other measurements at 10 m from station Sioux Falls (2005-09). https://doi.org/10.1594/PANGAEA.718080
Augustine, J (2009): Other measurements at 10 m from station Sioux Falls (2005-10). https://doi.org/10.1594/PANGAEA.718083

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