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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Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1996-04). https://doi.org/10.1594/PANGAEA.718297
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1996-05). https://doi.org/10.1594/PANGAEA.718301
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1996-06). https://doi.org/10.1594/PANGAEA.718305
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1996-07). https://doi.org/10.1594/PANGAEA.718309
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1996-08). https://doi.org/10.1594/PANGAEA.718313
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1996-09). https://doi.org/10.1594/PANGAEA.718317
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1996-10). https://doi.org/10.1594/PANGAEA.718321
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1996-11). https://doi.org/10.1594/PANGAEA.718325
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1996-12). https://doi.org/10.1594/PANGAEA.718329
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1997-01). https://doi.org/10.1594/PANGAEA.718333
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1997-02). https://doi.org/10.1594/PANGAEA.718337
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1997-03). https://doi.org/10.1594/PANGAEA.718341
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1997-04). https://doi.org/10.1594/PANGAEA.718345
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1997-05). https://doi.org/10.1594/PANGAEA.718350
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1997-06). https://doi.org/10.1594/PANGAEA.718354
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1997-07). https://doi.org/10.1594/PANGAEA.718358
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1997-08). https://doi.org/10.1594/PANGAEA.718362
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1997-09). https://doi.org/10.1594/PANGAEA.718366
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1997-10). https://doi.org/10.1594/PANGAEA.718370
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1997-11). https://doi.org/10.1594/PANGAEA.718374
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1997-12). https://doi.org/10.1594/PANGAEA.718378
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1998-01). https://doi.org/10.1594/PANGAEA.718382
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1998-02). https://doi.org/10.1594/PANGAEA.718386
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1998-03). https://doi.org/10.1594/PANGAEA.718390
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1998-04). https://doi.org/10.1594/PANGAEA.718394
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1998-05). https://doi.org/10.1594/PANGAEA.718398
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1998-06). https://doi.org/10.1594/PANGAEA.718402
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1998-07). https://doi.org/10.1594/PANGAEA.718406
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1998-08). https://doi.org/10.1594/PANGAEA.718410
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1998-09). https://doi.org/10.1594/PANGAEA.718414
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1998-10). https://doi.org/10.1594/PANGAEA.718418
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1998-11). https://doi.org/10.1594/PANGAEA.718422
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1998-12). https://doi.org/10.1594/PANGAEA.718426
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1999-01). https://doi.org/10.1594/PANGAEA.718430
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1999-02). https://doi.org/10.1594/PANGAEA.718434
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1999-03). https://doi.org/10.1594/PANGAEA.718438
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1999-04). https://doi.org/10.1594/PANGAEA.718442
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1999-05). https://doi.org/10.1594/PANGAEA.718446
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1999-06). https://doi.org/10.1594/PANGAEA.718450
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1999-07). https://doi.org/10.1594/PANGAEA.718454
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1999-08). https://doi.org/10.1594/PANGAEA.718458
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1999-09). https://doi.org/10.1594/PANGAEA.718462
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1999-10). https://doi.org/10.1594/PANGAEA.718466
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1999-11). https://doi.org/10.1594/PANGAEA.718470
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (1999-12). https://doi.org/10.1594/PANGAEA.718474
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2000-01). https://doi.org/10.1594/PANGAEA.718479
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2000-02). https://doi.org/10.1594/PANGAEA.718483
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2000-03). https://doi.org/10.1594/PANGAEA.718487
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2000-04). https://doi.org/10.1594/PANGAEA.718491
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2000-05). https://doi.org/10.1594/PANGAEA.718495
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2000-06). https://doi.org/10.1594/PANGAEA.718499
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2000-07). https://doi.org/10.1594/PANGAEA.718503
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2000-08). https://doi.org/10.1594/PANGAEA.718507
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2000-09). https://doi.org/10.1594/PANGAEA.718511
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2000-10). https://doi.org/10.1594/PANGAEA.718515
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2000-11). https://doi.org/10.1594/PANGAEA.718519
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2000-12). https://doi.org/10.1594/PANGAEA.718523
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2001-01). https://doi.org/10.1594/PANGAEA.718527
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2001-02). https://doi.org/10.1594/PANGAEA.718531
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2001-03). https://doi.org/10.1594/PANGAEA.718535
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2001-04). https://doi.org/10.1594/PANGAEA.718539
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2001-05). https://doi.org/10.1594/PANGAEA.718543
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2001-06). https://doi.org/10.1594/PANGAEA.718547
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2001-07). https://doi.org/10.1594/PANGAEA.718551
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2001-08). https://doi.org/10.1594/PANGAEA.718555
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2001-09). https://doi.org/10.1594/PANGAEA.718559
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2001-10). https://doi.org/10.1594/PANGAEA.718563
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2001-11). https://doi.org/10.1594/PANGAEA.718567
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2001-12). https://doi.org/10.1594/PANGAEA.718571
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2002-01). https://doi.org/10.1594/PANGAEA.718575
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2002-02). https://doi.org/10.1594/PANGAEA.718579
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2002-03). https://doi.org/10.1594/PANGAEA.718583
Deluisi, J (2009): Other measurements at 10 m from station Boulder, SURFRAD (2002-04). https://doi.org/10.1594/PANGAEA.718587
Deluisi, J (2009): Other measurements at 10 m from station Desert Rock (1998-03). https://doi.org/10.1594/PANGAEA.719920
Deluisi, J (2009): Other measurements at 10 m from station Desert Rock (1998-04). https://doi.org/10.1594/PANGAEA.719924
Deluisi, J (2009): Other measurements at 10 m from station Desert Rock (1998-05). https://doi.org/10.1594/PANGAEA.719928
Deluisi, J (2009): Other measurements at 10 m from station Desert Rock (1998-06). https://doi.org/10.1594/PANGAEA.719932
Deluisi, J (2009): Other measurements at 10 m from station Desert Rock (1998-07). https://doi.org/10.1594/PANGAEA.719936
Deluisi, J (2009): Other measurements at 10 m from station Desert Rock (1998-08). https://doi.org/10.1594/PANGAEA.719940
Deluisi, J (2009): Other measurements at 10 m from station Desert Rock (1998-09). https://doi.org/10.1594/PANGAEA.719944
Deluisi, J (2009): Other measurements at 10 m from station Desert Rock (1998-10). https://doi.org/10.1594/PANGAEA.719948
Deluisi, J (2009): Other measurements at 10 m from station Desert Rock (1998-11). https://doi.org/10.1594/PANGAEA.719952
Deluisi, J (2009): Other measurements at 10 m from station Desert Rock (1998-12). https://doi.org/10.1594/PANGAEA.719956
Deluisi, J (2009): Other measurements at 10 m from station Desert Rock (1999-01). https://doi.org/10.1594/PANGAEA.719960
Deluisi, J (2009): Other measurements at 10 m from station Desert Rock (1999-02). https://doi.org/10.1594/PANGAEA.719964
Deluisi, J (2009): Other measurements at 10 m from station Desert Rock (1999-03). https://doi.org/10.1594/PANGAEA.719968
Deluisi, J (2009): Other measurements at 10 m from station Desert Rock (1999-04). https://doi.org/10.1594/PANGAEA.719972
Deluisi, J (2009): Other measurements at 10 m from station Desert Rock (1999-05). https://doi.org/10.1594/PANGAEA.719979
Deluisi, J (2009): Other measurements at 10 m from station Desert Rock (1999-06). https://doi.org/10.1594/PANGAEA.719987
Deluisi, J (2009): Other measurements at 10 m from station Desert Rock (1999-07). https://doi.org/10.1594/PANGAEA.719995
Deluisi, J (2009): Other measurements at 10 m from station Desert Rock (1999-08). https://doi.org/10.1594/PANGAEA.720003
Deluisi, J (2009): Other measurements at 10 m from station Desert Rock (1999-09). https://doi.org/10.1594/PANGAEA.720011
Deluisi, J (2009): Other measurements at 10 m from station Desert Rock (1999-10). https://doi.org/10.1594/PANGAEA.720016
Deluisi, J (2009): Other measurements at 10 m from station Desert Rock (1999-11). https://doi.org/10.1594/PANGAEA.720020
Deluisi, J (2009): Other measurements at 10 m from station Desert Rock (1999-12). https://doi.org/10.1594/PANGAEA.720024
Deluisi, J (2009): Other measurements at 10 m from station Desert Rock (2000-01). https://doi.org/10.1594/PANGAEA.720028
Deluisi, J (2009): Other measurements at 10 m from station Desert Rock (2000-02). https://doi.org/10.1594/PANGAEA.720032
Deluisi, J (2009): Other measurements at 10 m from station Desert Rock (2000-03). https://doi.org/10.1594/PANGAEA.720036
Deluisi, J (2009): Other measurements at 10 m from station Desert Rock (2000-04). https://doi.org/10.1594/PANGAEA.720040
Deluisi, J (2009): Other measurements at 10 m from station Desert Rock (2000-05). https://doi.org/10.1594/PANGAEA.720044

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