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 Fort Peck (2008-02). https://doi.org/10.1594/PANGAEA.721273
Augustine, J (2009): Other measurements at 10 m from station Fort Peck (2008-03). https://doi.org/10.1594/PANGAEA.721276
Augustine, J (2009): Other measurements at 10 m from station Fort Peck (2008-04). https://doi.org/10.1594/PANGAEA.721279
Augustine, J (2009): Other measurements at 10 m from station Fort Peck (2008-05). https://doi.org/10.1594/PANGAEA.721282
Augustine, J (2009): Other measurements at 10 m from station Fort Peck (2008-06). https://doi.org/10.1594/PANGAEA.721285
Augustine, J (2009): Other measurements at 10 m from station Fort Peck (2008-07). https://doi.org/10.1594/PANGAEA.721288
Augustine, J (2009): Other measurements at 10 m from station Fort Peck (2008-08). https://doi.org/10.1594/PANGAEA.721291
Augustine, J (2009): Other measurements at 10 m from station Fort Peck (2008-09). https://doi.org/10.1594/PANGAEA.721294
Augustine, J (2009): Other measurements at 10 m from station Fort Peck (2008-10). https://doi.org/10.1594/PANGAEA.721297
Augustine, J (2009): Other measurements at 10 m from station Fort Peck (2008-11). https://doi.org/10.1594/PANGAEA.721300
Augustine, J (2009): Other measurements at 10 m from station Fort Peck (2008-12). https://doi.org/10.1594/PANGAEA.721303
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2002-05). https://doi.org/10.1594/PANGAEA.722390
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2002-06). https://doi.org/10.1594/PANGAEA.722393
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2002-07). https://doi.org/10.1594/PANGAEA.722396
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2002-08). https://doi.org/10.1594/PANGAEA.722399
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2002-09). https://doi.org/10.1594/PANGAEA.722402
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2002-10). https://doi.org/10.1594/PANGAEA.722405
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2002-11). https://doi.org/10.1594/PANGAEA.722408
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2002-12). https://doi.org/10.1594/PANGAEA.722411
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2003-01). https://doi.org/10.1594/PANGAEA.722414
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2003-02). https://doi.org/10.1594/PANGAEA.722417
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2003-03). https://doi.org/10.1594/PANGAEA.722420
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2003-04). https://doi.org/10.1594/PANGAEA.722423
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2003-05). https://doi.org/10.1594/PANGAEA.722426
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2003-06). https://doi.org/10.1594/PANGAEA.722429
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2003-07). https://doi.org/10.1594/PANGAEA.722432
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2003-08). https://doi.org/10.1594/PANGAEA.722435
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2003-09). https://doi.org/10.1594/PANGAEA.722438
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2003-10). https://doi.org/10.1594/PANGAEA.721849
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2003-11). https://doi.org/10.1594/PANGAEA.721852
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2003-12). https://doi.org/10.1594/PANGAEA.721855
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2004-01). https://doi.org/10.1594/PANGAEA.721929
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2004-02). https://doi.org/10.1594/PANGAEA.721932
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2004-03). https://doi.org/10.1594/PANGAEA.721935
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2004-04). https://doi.org/10.1594/PANGAEA.721938
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2004-05). https://doi.org/10.1594/PANGAEA.721941
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2004-06). https://doi.org/10.1594/PANGAEA.721944
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2004-07). https://doi.org/10.1594/PANGAEA.721947
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2004-08). https://doi.org/10.1594/PANGAEA.721950
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2004-09). https://doi.org/10.1594/PANGAEA.721953
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2004-10). https://doi.org/10.1594/PANGAEA.721956
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2004-11). https://doi.org/10.1594/PANGAEA.721959
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2004-12). https://doi.org/10.1594/PANGAEA.721962
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2005-01). https://doi.org/10.1594/PANGAEA.721966
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2005-02). https://doi.org/10.1594/PANGAEA.721969
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2005-03). https://doi.org/10.1594/PANGAEA.721972
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2005-04). https://doi.org/10.1594/PANGAEA.721975
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2005-05). https://doi.org/10.1594/PANGAEA.721978
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2005-06). https://doi.org/10.1594/PANGAEA.721981
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2005-07). https://doi.org/10.1594/PANGAEA.721984
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2005-08). https://doi.org/10.1594/PANGAEA.721987
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2005-09). https://doi.org/10.1594/PANGAEA.721990
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2005-10). https://doi.org/10.1594/PANGAEA.721993
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2005-11). https://doi.org/10.1594/PANGAEA.721996
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2005-12). https://doi.org/10.1594/PANGAEA.722000
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2006-01). https://doi.org/10.1594/PANGAEA.722003
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2006-02). https://doi.org/10.1594/PANGAEA.722006
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2006-03). https://doi.org/10.1594/PANGAEA.722009
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2006-04). https://doi.org/10.1594/PANGAEA.722012
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2006-05). https://doi.org/10.1594/PANGAEA.722015
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2006-06). https://doi.org/10.1594/PANGAEA.722018
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2006-07). https://doi.org/10.1594/PANGAEA.722021
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2006-08). https://doi.org/10.1594/PANGAEA.722024
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2006-09). https://doi.org/10.1594/PANGAEA.722027
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2006-10). https://doi.org/10.1594/PANGAEA.722030
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2006-11). https://doi.org/10.1594/PANGAEA.722033
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2006-12). https://doi.org/10.1594/PANGAEA.722036
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2007-01). https://doi.org/10.1594/PANGAEA.722039
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2007-02). https://doi.org/10.1594/PANGAEA.722042
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2007-03). https://doi.org/10.1594/PANGAEA.722045
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2007-04). https://doi.org/10.1594/PANGAEA.722048
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2007-05). https://doi.org/10.1594/PANGAEA.722051
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2007-06). https://doi.org/10.1594/PANGAEA.722054
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2007-07). https://doi.org/10.1594/PANGAEA.722057
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2007-08). https://doi.org/10.1594/PANGAEA.722060
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2007-09). https://doi.org/10.1594/PANGAEA.722063
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2007-10). https://doi.org/10.1594/PANGAEA.722066
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2007-11). https://doi.org/10.1594/PANGAEA.722069
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2007-12). https://doi.org/10.1594/PANGAEA.722072
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2008-01). https://doi.org/10.1594/PANGAEA.722075
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2008-02). https://doi.org/10.1594/PANGAEA.722078
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2008-03). https://doi.org/10.1594/PANGAEA.722081
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2008-04). https://doi.org/10.1594/PANGAEA.722084
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2008-05). https://doi.org/10.1594/PANGAEA.722087
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2008-06). https://doi.org/10.1594/PANGAEA.722090
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2008-07). https://doi.org/10.1594/PANGAEA.722093
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2008-08). https://doi.org/10.1594/PANGAEA.722096
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2008-09). https://doi.org/10.1594/PANGAEA.722099
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2008-10). https://doi.org/10.1594/PANGAEA.722102
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2008-11). https://doi.org/10.1594/PANGAEA.722105
Augustine, J (2009): Other measurements at 10 m from station Goodwin Creek (2008-12). https://doi.org/10.1594/PANGAEA.722108
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2002-05). https://doi.org/10.1594/PANGAEA.723005
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2002-06). https://doi.org/10.1594/PANGAEA.723008
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2002-07). https://doi.org/10.1594/PANGAEA.723011
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2002-08). https://doi.org/10.1594/PANGAEA.723014
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2002-09). https://doi.org/10.1594/PANGAEA.723017
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2002-10). https://doi.org/10.1594/PANGAEA.723020
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2002-11). https://doi.org/10.1594/PANGAEA.723023
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2002-12). https://doi.org/10.1594/PANGAEA.723026
Augustine, J (2009): Other measurements at 10 m from station Rock Springs (2003-01). https://doi.org/10.1594/PANGAEA.723029

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