Estimation of mutual information: a survey
Paper
Paper/Presentation Title | Estimation of mutual information: a survey |
---|---|
Presentation Type | Paper |
Authors | Walters-Williams, Janett (Author) and Li, Yan (Author) |
Editors | Wen, Peng, Li, Yuefeng, Polkowski, Lech, Yao, Yiyu, Tsumoto, Shusaku and Wang, Guoyin |
Journal or Proceedings Title | Lecture Notes in Computer Science (Book series) |
ERA Conference ID | 60492 |
Journal Citation | 5589, pp. 389-396 |
Number of Pages | 8 |
Year | 2009 |
Publisher | Springer |
Place of Publication | Berlin, Germany |
ISSN | 1611-3349 |
0302-9743 | |
ISBN | 9783642029615 |
Digital Object Identifier (DOI) | https://doi.org/10.1007/978-3-642-02962-2_49 |
Conference/Event | 4th International Conference on Rough Sets and Knowledge Technology (RSKT 2009) |
International Conference on Rough Sets and Knowledge Technology (RSKT) | |
Event Details | 4th International Conference on Rough Sets and Knowledge Technology (RSKT 2009) Parent International Conference on Rough Sets and Knowledge Technology (RSKT) Event Date 14 to end of 16 Jul 2009 Event Location Gold Coast, Australia |
Event Details | International Conference on Rough Sets and Knowledge Technology (RSKT) RSKT Rough Sets and Knowledge Technology |
Abstract | A common problem found in statistics, signal processing, data analysis and image processing research is the estimation of mutual information, which tends to be difficult. The aim of this survey is threefold: an introduction for those new to the field, an overview for those working in the field and a reference for those searching for literature on different estimation methods. In |
Keywords | mutual information; entropy; density estimation |
ANZSRC Field of Research 2020 | 490509. Statistical theory |
490302. Numerical analysis | |
460912. Knowledge and information management | |
Public Notes | Files associated with this item cannot be displayed due to copyright restrictions. |
Byline Affiliations | Department of Mathematics and Computing |
Centre for Systems Biology |
https://research.usq.edu.au/item/9z73y/estimation-of-mutual-information-a-survey
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