Isolation forest (English Wikipedia)

Analysis of information sources in references of the Wikipedia article "Isolation forest" in English language version.

Last modified: 10:33:05, 21 August 2026 (UTC)

Ref.Un. Ref.Website

Global rank English rank

186doi.org

2^nd place

103adsabs.harvard.edu

14^th place

9^th place

103researchgate.net

96^th place

89^th place

42arxiv.org

49^th place

31^st place

21acm.org

1,200^th place

821^st place

11qub.ac.uk

8,484^th place

4,941^st place

11worldcat.org

4^th place

acm.org (Global: 1,200^th place; English: 821^st place)

dl.acm.org

Chuan Tan, Swee; Ming Ting, Kai; Fei Liu, Tony (16 July 2011). Fast anomaly detection for streaming data. Vol. 2. AAAI Press. pp. 1511–1516. ISBN 978-1-57735-514-4.

adsabs.harvard.edu (Global: 14^th place; English: 9^th place)

ui.adsabs.harvard.edu

Fei, Toni Liu; Ting, Kai Ming; Zhou, Zhi-Hua (December 2008). "Isolation Forest". 2008 Eighth IEEE International Conference on Data Mining. pp. 413–422. Bibcode:2008icdm.conf...58L. doi:10.1109/ICDM.2008.17. ISBN 978-0-7695-3502-9.
Susto, Gian Antonio; Beghi, Alessandro; McLoone, Seán (May 2017). "Anomaly detection through on-line isolation Forest: An application to plasma etching". 2017 28th Annual SEMI Advanced Semiconductor Manufacturing Conference (ASMC). pp. 89–94. Bibcode:2017asmc.conf...23S. doi:10.1109/ASMC.2017.7969205. ISBN 978-1-5090-5448-0.
Weng, Yu; Liu, Lei (15 April 2019). "A Collective Anomaly Detection Approach for Multidimensional Streams in Mobile Service Security". IEEE Access. 7: 49157–49168. Bibcode:2019IEEEA...749157W. doi:10.1109/ACCESS.2019.2909750.

arxiv.org (Global: 49^th place; English: 31^st place)

Hariri, Sahand; Carrasco Kind, Matias; Brunner, Robert J. (Sep 2, 2013). "Extended Isolation Forest". IEEE Transactions on Knowledge and Data Engineering. 33 (4): 1479–1489. arXiv:1811.02141. doi:10.1109/TKDE.2019.2947676.
Dilini Talagala, Priyanga; Hyndman, Rob J.; Smith-Miles, Kate (12 August 2019). "Anomaly Detection in High Dimensional Data". arXiv:1908.04000 [stat.ML].

doi.org (Global: 2^nd place; English: 2^nd place)

Fei, Toni Liu; Ting, Kai Ming; Zhou, Zhi-Hua (December 2008). "Isolation Forest". 2008 Eighth IEEE International Conference on Data Mining. pp. 413–422. Bibcode:2008icdm.conf...58L. doi:10.1109/ICDM.2008.17. ISBN 978-0-7695-3502-9.
Chandola, Varun; Banerjee, Arindam; Kumar, Kumar (July 2009). "Anomaly Detection: A Survey". ACM Computing Surveys. 41. doi:10.1145/1541880.1541882.
Ding, Zhiguo; Fei, Minrui (September 2013). "An Anomaly Detection Approach Based on Isolation Forest Algorithm for Streaming Data using Sliding Window". IFAC Proceedings Volumes. 46 (20): 12–17. doi:10.3182/20130902-3-CN-3020.00044.
Susto, Gian Antonio; Beghi, Alessandro; McLoone, Seán (May 2017). "Anomaly detection through on-line isolation Forest: An application to plasma etching". 2017 28th Annual SEMI Advanced Semiconductor Manufacturing Conference (ASMC). pp. 89–94. Bibcode:2017asmc.conf...23S. doi:10.1109/ASMC.2017.7969205. ISBN 978-1-5090-5448-0.
Weng, Yu; Liu, Lei (15 April 2019). "A Collective Anomaly Detection Approach for Multidimensional Streams in Mobile Service Security". IEEE Access. 7: 49157–49168. Bibcode:2019IEEEA...749157W. doi:10.1109/ACCESS.2019.2909750.
Hariri, Sahand; Carrasco Kind, Matias; Brunner, Robert J. (Sep 2, 2013). "Extended Isolation Forest". IEEE Transactions on Knowledge and Data Engineering. 33 (4): 1479–1489. arXiv:1811.02141. doi:10.1109/TKDE.2019.2947676.

qub.ac.uk (Global: 8,484^th place; English: 4,941^st place)

pure.qub.ac.uk

Susto, Gian Antonio; Beghi, Alessandro; McLoone, Seán (May 2017). "Anomaly detection through on-line isolation Forest: An application to plasma etching". 2017 28th Annual SEMI Advanced Semiconductor Manufacturing Conference (ASMC). pp. 89–94. Bibcode:2017asmc.conf...23S. doi:10.1109/ASMC.2017.7969205. ISBN 978-1-5090-5448-0.

researchgate.net (Global: 96^th place; English: 89^th place)

Chandola, Varun; Banerjee, Arindam; Kumar, Kumar (July 2009). "Anomaly Detection: A Survey". ACM Computing Surveys. 41. doi:10.1145/1541880.1541882.
Fei, Toni Liu; Ting, Kai Ming; Zhou, Zhi-Hua (December 2008). "Isolation-based Anomaly Detection". ACM Transactions on Knowledge Discovery from Data. 6: 1–39.
Ding, Zhiguo; Fei, Minrui (September 2013). "An Anomaly Detection Approach Based on Isolation Forest Algorithm for Streaming Data using Sliding Window". IFAC Proceedings Volumes. 46 (20): 12–17. doi:10.3182/20130902-3-CN-3020.00044.

worldcat.org (Global: 4^th place; English: 4^th place)

search.worldcat.org

Shaffer, Clifford A. (2011). Data structures & algorithm analysis in Java (3rd Dover ed.). Mineola, NY: Dover Publications. ISBN 9780486485812. OCLC 721884651.

Isolation forest (English Wikipedia)

acm.org (Global: 1,200th place; English: 821st place)

dl.acm.org

adsabs.harvard.edu (Global: 14th place; English: 9th place)

ui.adsabs.harvard.edu

arxiv.org (Global: 49th place; English: 31st place)

doi.org (Global: 2nd place; English: 2nd place)

qub.ac.uk (Global: 8,484th place; English: 4,941st place)