Supervised clustering for automated document classification and prioritization: a case study using toxicological abstracts
Author
Abstract
Suggested Citation
DOI: 10.1007/s10669-017-9670-5
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- Karthik Devarajan, 2008. "Nonnegative Matrix Factorization: An Analytical and Interpretive Tool in Computational Biology," PLOS Computational Biology, Public Library of Science, vol. 4(7), pages 1-12, July.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Bhavna Singichetti & Adam Dodd & Jamie L. Conklin & Kristen Hassmiller Lich & Nasim S. Sabounchi & Rebecca B. Naumann, 2022. "Trends and Insights from Transportation Congestion Pricing Policy Research: A Bibliometric Analysis," IJERPH, MDPI, vol. 19(12), pages 1-13, June.
- Elizabeth C. Christenson & Ryan Cronk & Helen Atkinson & Aayush Bhatt & Emilio Berdiel & Michelle Cawley & Grace Cho & Collin Knox Coleman & Cailee Harrington & Kylie Heilferty & Don Fejfar & Emily J., 2021. "Evidence Map and Systematic Review of Disinfection Efficacy on Environmental Surfaces in Healthcare Facilities," IJERPH, MDPI, vol. 18(21), pages 1-22, October.
- Darcy M. Anderson & Ryan Cronk & Donald Fejfar & Emily Pak & Michelle Cawley & Jamie Bartram, 2021. "Safe Healthcare Facilities: A Systematic Review on the Costs of Establishing and Maintaining Environmental Health in Facilities in Low- and Middle-Income Countries," IJERPH, MDPI, vol. 18(2), pages 1-22, January.
- Annika M. Schoene & Ioannis Basinas & Martie van Tongeren & Sophia Ananiadou, 2022. "A Narrative Literature Review of Natural Language Processing Applied to the Occupational Exposome," IJERPH, MDPI, vol. 19(14), pages 1-14, July.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Paul Fogel & Yann Gaston-Mathé & Douglas Hawkins & Fajwel Fogel & George Luta & S. Stanley Young, 2016. "Applications of a Novel Clustering Approach Using Non-Negative Matrix Factorization to Environmental Research in Public Health," IJERPH, MDPI, vol. 13(5), pages 1-14, May.
- GILLIS, Nicolas & GLINEUR, François, 2011.
"Accelerated multiplicative updates and hierarchical als algorithms for nonnegative matrix factorization,"
LIDAM Discussion Papers CORE
2011030, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- GILLIS, Nicolas & GLINEUR, François, 2012. "Accelerated multiplicative updates and hierarchical ALS algorithms for nonnegative matrix factorization," LIDAM Reprints CORE 2389, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Gregory Lepeu & Ellen Maren & Kristina Slabeva & Cecilia Friedrichs-Maeder & Markus Fuchs & Werner J. Z’Graggen & Claudio Pollo & Kaspar A. Schindler & Antoine Adamantidis & Timothée Proix & Maxime O., 2024. "The critical dynamics of hippocampal seizures," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
- Flavia Esposito, 2021. "A Review on Initialization Methods for Nonnegative Matrix Factorization: Towards Omics Data Experiments," Mathematics, MDPI, vol. 9(9), pages 1-17, April.
- Haixuan Yang & Cathal Seoighe, 2016. "Impact of the Choice of Normalization Method on Molecular Cancer Class Discovery Using Nonnegative Matrix Factorization," PLOS ONE, Public Library of Science, vol. 11(10), pages 1-17, October.
- GILLIS, Nicolas & GLINEUR, François, 2008.
"Nonnegative factorization and the maximum edge biclique problem,"
LIDAM Discussion Papers CORE
2008064, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- GILLIS, Nicolas & GLINEUR, François, 2010. "Nonnegative factorization and the maximum edge biclique problem," LIDAM Discussion Papers CORE 2010059, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Jingu Kim & Yunlong He & Haesun Park, 2014. "Algorithms for nonnegative matrix and tensor factorizations: a unified view based on block coordinate descent framework," Journal of Global Optimization, Springer, vol. 58(2), pages 285-319, February.
- Minghao Li & Zicheng Zhang & Qianrong Wang & Yan Yi & Baosheng Li, 2022. "Integrated cohort of esophageal squamous cell cancer reveals genomic features underlying clinical characteristics," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
- José M. Maisog & Andrew T. DeMarco & Karthik Devarajan & Stanley Young & Paul Fogel & George Luta, 2021. "Assessing Methods for Evaluating the Number of Components in Non-Negative Matrix Factorization," Mathematics, MDPI, vol. 9(22), pages 1-13, November.
- Hui-Min Wang & Ching-Lin Hsiao & Ai-Ru Hsieh & Ying-Chao Lin & Cathy S J Fann, 2012. "Constructing Endophenotypes of Complex Diseases Using Non-Negative Matrix Factorization and Adjusted Rand Index," PLOS ONE, Public Library of Science, vol. 7(7), pages 1-12, July.
- Richard Nock & Natalia Polouliakh & Frank Nielsen & Keigo Oka & Carlin R Connell & Cedric Heimhofer & Kazuhiro Shibanai & Samik Ghosh & Ken-ichi Aisaki & Satoshi Kitajima & Jun Kanno & Taketo Akama & , 2020. "A Geometric Clustering Tool (AGCT) to robustly unravel the inner cluster structures of time-series gene expressions," PLOS ONE, Public Library of Science, vol. 15(7), pages 1-19, July.
More about this item
Keywords
Risk assessment; Literature review; Systematic review; Automated document classification; Machine learning; Natural language processing;All these keywords.
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:envsyd:v:38:y:2018:i:3:d:10.1007_s10669-017-9670-5. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.