Data stream mining (English Wikipedia)

Analysis of information sources in references of the Wikipedia article "Data stream mining" in English language version.

refsWebsite

Global rank English rank

9doi.org

2^nd place

5worldcat.org

5^th place

3semanticscholar.org

11^th place

8^th place

3arxiv.org

69^th place

59^th place

2handle.net

102^nd place

76^th place

2github.com

383^rd place

320^th place

1bournemouth.ac.uk

low place

1jmlr.org

low place

1harvard.edu

18^th place

17^th place

arxiv.org

Webb, Geoffrey I.; Lee, Loong Kuan; Petitjean, François; Goethals, Bart (2017-04-02). "Understanding Concept Drift". arXiv:1704.00362 [cs.LG].
Gomes, Heitor Murilo; Grzenda, Maciej; Mello, Rodrigo; Read, Jesse; Le Nguyen, Minh Huong; Bifet, Albert (2022-02-28). "A Survey on Semi-Supervised Learning for Delayed Partially Labelled Data Streams". ACM Computing Surveys. 55 (4): 1–42. arXiv:2106.09170. doi:10.1145/3523055. ISSN 0360-0300.
Montiel, Jacob; Read, Jesse; Bifet, Albert; Abdessalem, Talel (2018). "Scikit-Multiflow: A Multi-output Streaming Framework". Journal of Machine Learning Research. 19 (72): 1–5. arXiv:1807.04662. Bibcode:2018arXiv180704662M. ISSN 1533-7928.

bournemouth.ac.uk

eprints.bournemouth.ac.uk

Gama, João; Žliobaitė; Bifet; Pechenizkiy; Bouchachia (2014-03-01). "A survey on concept drift adaptation" (PDF). ACM Computing Surveys. 46 (4): 1–37. doi:10.1145/2523813. S2CID 207208264.

doi.org

Gomes, Heitor M.; Bifet, Albert; Read, Jesse; Barddal, Jean Paul; Enembreck, Fabrício; Pfharinger, Bernhard; Holmes, Geoff; Abdessalem, Talel (2017-10-01). "Adaptive random forests for evolving data stream classification". Machine Learning. 106 (9): 1469–1495. doi:10.1007/s10994-017-5642-8. hdl:10289/11231. ISSN 1573-0565.
Medhat, Mohamed; Zaslavsky; Krishnaswamy (2005-06-01). "Mining data streams". ACM SIGMOD Record. 34 (2): 18–26. doi:10.1145/1083784.1083789. S2CID 705946.
Lemaire, Vincent; Salperwyck, Christophe; Bondu, Alexis (2015), Zimányi, Esteban; Kutsche, Ralf-Detlef (eds.), "A Survey on Supervised Classification on Data Streams", Business Intelligence: 4th European Summer School, eBISS 2014, Berlin, Germany, July 6–11, 2014, Tutorial Lectures, Lecture Notes in Business Information Processing, Springer International Publishing, pp. 88–125, doi:10.1007/978-3-319-17551-5_4, ISBN 978-3-319-17551-5
Gama, João; Žliobaitė; Bifet; Pechenizkiy; Bouchachia (2014-03-01). "A survey on concept drift adaptation" (PDF). ACM Computing Surveys. 46 (4): 1–37. doi:10.1145/2523813. S2CID 207208264.
Gomes, Heitor Murilo; Read; Bifet; Barddal; Gama (2019-11-26). "Machine learning for streaming data". ACM SIGKDD Explorations Newsletter. 21 (2): 6–22. doi:10.1145/3373464.3373470. S2CID 208607941.
Gomes, Heitor Murilo; Grzenda, Maciej; Mello, Rodrigo; Read, Jesse; Le Nguyen, Minh Huong; Bifet, Albert (2022-02-28). "A Survey on Semi-Supervised Learning for Delayed Partially Labelled Data Streams". ACM Computing Surveys. 55 (4): 1–42. arXiv:2106.09170. doi:10.1145/3523055. ISSN 0360-0300.
Grzenda, Maciej; Gomes, Heitor Murilo; Bifet, Albert (2019-11-16). "Delayed labelling evaluation for data streams". Data Mining and Knowledge Discovery. 34 (5): 1237–1266. doi:10.1007/s10618-019-00654-y. ISSN 1573-756X.
Žliobaitė, Indrė; Bifet, Albert; Read, Jesse; Pfahringer, Bernhard; Holmes, Geoff (2015-03-01). "Evaluation methods and decision theory for classification of streaming data with temporal dependence". Machine Learning. 98 (3): 455–482. doi:10.1007/s10994-014-5441-4. hdl:10289/8954. ISSN 1573-0565.
Zaharia, Matei; Das, Tathagata; Li, Haoyuan; Hunter, Timothy; Shenker, Scott; Stoica, Ion (2013). "Discretized streams". Proceedings of the Twenty-Fourth ACM Symposium on Operating Systems Principles. New York, New York, USA: ACM Press. pp. 423–438. doi:10.1145/2517349.2522737. ISBN 978-1-4503-2388-8.

github.com

Features, scikit-multiflow, 2021-10-09, retrieved 2021-10-11
online-ml/river, OnlineML, 2021-10-11, retrieved 2021-10-11

handle.net

hdl.handle.net

Gomes, Heitor M.; Bifet, Albert; Read, Jesse; Barddal, Jean Paul; Enembreck, Fabrício; Pfharinger, Bernhard; Holmes, Geoff; Abdessalem, Talel (2017-10-01). "Adaptive random forests for evolving data stream classification". Machine Learning. 106 (9): 1469–1495. doi:10.1007/s10994-017-5642-8. hdl:10289/11231. ISSN 1573-0565.
Žliobaitė, Indrė; Bifet, Albert; Read, Jesse; Pfahringer, Bernhard; Holmes, Geoff (2015-03-01). "Evaluation methods and decision theory for classification of streaming data with temporal dependence". Machine Learning. 98 (3): 455–482. doi:10.1007/s10994-014-5441-4. hdl:10289/8954. ISSN 1573-0565.

harvard.edu

ui.adsabs.harvard.edu

Montiel, Jacob; Read, Jesse; Bifet, Albert; Abdessalem, Talel (2018). "Scikit-Multiflow: A Multi-output Streaming Framework". Journal of Machine Learning Research. 19 (72): 1–5. arXiv:1807.04662. Bibcode:2018arXiv180704662M. ISSN 1533-7928.

jmlr.org

Montiel, Jacob; Read, Jesse; Bifet, Albert; Abdessalem, Talel (2018). "Scikit-Multiflow: A Multi-output Streaming Framework". Journal of Machine Learning Research. 19 (72): 1–5. arXiv:1807.04662. Bibcode:2018arXiv180704662M. ISSN 1533-7928.

semanticscholar.org

api.semanticscholar.org

Medhat, Mohamed; Zaslavsky; Krishnaswamy (2005-06-01). "Mining data streams". ACM SIGMOD Record. 34 (2): 18–26. doi:10.1145/1083784.1083789. S2CID 705946.
Gama, João; Žliobaitė; Bifet; Pechenizkiy; Bouchachia (2014-03-01). "A survey on concept drift adaptation" (PDF). ACM Computing Surveys. 46 (4): 1–37. doi:10.1145/2523813. S2CID 207208264.
Gomes, Heitor Murilo; Read; Bifet; Barddal; Gama (2019-11-26). "Machine learning for streaming data". ACM SIGKDD Explorations Newsletter. 21 (2): 6–22. doi:10.1145/3373464.3373470. S2CID 208607941.

worldcat.org

search.worldcat.org

Gomes, Heitor M.; Bifet, Albert; Read, Jesse; Barddal, Jean Paul; Enembreck, Fabrício; Pfharinger, Bernhard; Holmes, Geoff; Abdessalem, Talel (2017-10-01). "Adaptive random forests for evolving data stream classification". Machine Learning. 106 (9): 1469–1495. doi:10.1007/s10994-017-5642-8. hdl:10289/11231. ISSN 1573-0565.
Gomes, Heitor Murilo; Grzenda, Maciej; Mello, Rodrigo; Read, Jesse; Le Nguyen, Minh Huong; Bifet, Albert (2022-02-28). "A Survey on Semi-Supervised Learning for Delayed Partially Labelled Data Streams". ACM Computing Surveys. 55 (4): 1–42. arXiv:2106.09170. doi:10.1145/3523055. ISSN 0360-0300.
Grzenda, Maciej; Gomes, Heitor Murilo; Bifet, Albert (2019-11-16). "Delayed labelling evaluation for data streams". Data Mining and Knowledge Discovery. 34 (5): 1237–1266. doi:10.1007/s10618-019-00654-y. ISSN 1573-756X.
Žliobaitė, Indrė; Bifet, Albert; Read, Jesse; Pfahringer, Bernhard; Holmes, Geoff (2015-03-01). "Evaluation methods and decision theory for classification of streaming data with temporal dependence". Machine Learning. 98 (3): 455–482. doi:10.1007/s10994-014-5441-4. hdl:10289/8954. ISSN 1573-0565.
Montiel, Jacob; Read, Jesse; Bifet, Albert; Abdessalem, Talel (2018). "Scikit-Multiflow: A Multi-output Streaming Framework". Journal of Machine Learning Research. 19 (72): 1–5. arXiv:1807.04662. Bibcode:2018arXiv180704662M. ISSN 1533-7928.