Some new progress in analyzing and mining uncertain and probabilistic data for big data analytics
Publication
, Conference
Pei, J
Published in: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
November 18, 2013
Uncertainty is ubiquitous in big data. Consequently, analyzing and mining uncertain and probabilistic data is important in big data analytics. In this short article, we review some recent progress in mining uncertain and probabilistic data in the hope that the problems, progress, and challenges can inspire interdisciplinary dialogues and lead to new research opportunities. © 2013 Springer-Verlag.
Duke Scholars
Published In
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
DOI
EISSN
1611-3349
ISSN
0302-9743
Publication Date
November 18, 2013
Volume
8170 LNAI
Start / End Page
38 / 45
Related Subject Headings
- Artificial Intelligence & Image Processing
- 46 Information and computing sciences
Citation
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MLA
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Pei, J. (2013). Some new progress in analyzing and mining uncertain and probabilistic data for big data analytics. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 8170 LNAI, pp. 38–45). https://doi.org/10.1007/978-3-642-41218-9_5
Pei, J. “Some new progress in analyzing and mining uncertain and probabilistic data for big data analytics.” In Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8170 LNAI:38–45, 2013. https://doi.org/10.1007/978-3-642-41218-9_5.
Pei J. Some new progress in analyzing and mining uncertain and probabilistic data for big data analytics. In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2013. p. 38–45.
Pei, J. “Some new progress in analyzing and mining uncertain and probabilistic data for big data analytics.” Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 8170 LNAI, 2013, pp. 38–45. Scopus, doi:10.1007/978-3-642-41218-9_5.
Pei J. Some new progress in analyzing and mining uncertain and probabilistic data for big data analytics. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2013. p. 38–45.
Published In
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
DOI
EISSN
1611-3349
ISSN
0302-9743
Publication Date
November 18, 2013
Volume
8170 LNAI
Start / End Page
38 / 45
Related Subject Headings
- Artificial Intelligence & Image Processing
- 46 Information and computing sciences