Active learning (machine learning) (English Wikipedia)

Analysis of information sources in references of the Wikipedia article "Active learning (machine learning)" in English language version.

refsWebsite

Global rank English rank

11doi.org

2^nd place

10semanticscholar.org

11^th place

8^th place

3arxiv.org

69^th place

59^th place

2harvard.edu

18^th place

17^th place

2worldcat.org

5^th place

1wisc.edu

1,045^th place

746^th place

1pbworks.com

7,275^th place

6,157^th place

1handle.net

102^nd place

76^th place

1sics.se

low place

1microsoft.com

153^rd place

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1psu.edu

207^th place

136^th place

1datarobot.com

low place

1uq.edu.au

3,558^th place

2,403^rd place

1archives-ouvertes.fr

1,031^st place

879^th place

1github.com

383^rd place

320^th place

archives-ouvertes.fr

hal.archives-ouvertes.fr

Bouneffouf, Djallel; Laroche, Romain; Urvoy, Tanguy; Féraud, Raphael; Allesiardo, Robin (2014). "Contextual Bandit for Active Learning: Active Thompson". In Loo, C. K.; Yap, K. S.; Wong, K. W.; Teoh, A.; Huang, K. (eds.). Neural Information Processing (PDF). Lecture Notes in Computer Science. Vol. 8834. pp. 405–412. doi:10.1007/978-3-319-12637-1_51. ISBN 978-3-319-12636-4. S2CID 1701357. HAL Id: hal-01069802.

arxiv.org

Novikov, Ivan (2021). "The MLIP package: moment tensor potentials with MPI and active learning". Machine Learning: Science and Technology. 2 (2): 3, 4. arXiv:2007.08555. doi:10.1088/2632-2153/abc9fe.
Bouneffouf, Djallel (8 January 2016). "Exponentiated Gradient Exploration for Active Learning". Computers. 5 (1): 1. arXiv:1408.2196. doi:10.3390/computers5010001. S2CID 14313852.
Zhao, Shuyang; Heittola, Toni; Virtanen, Tuomas (2020). "Active learning for sound event detection". IEEE/ACM Transactions on Audio, Speech, and Language Processing. arXiv:2002.05033.

datarobot.com

DataRobot. "Active learning machine learning: What it is and how it works". DataRobot Blog. DataRobot Inc. Retrieved 30 January 2024.

doi.org

Rubens, Neil; Elahi, Mehdi; Sugiyama, Masashi; Kaplan, Dain (2016). "Active Learning in Recommender Systems". In Ricci, Francesco; Rokach, Lior; Shapira, Bracha (eds.). Recommender Systems Handbook (PDF) (2 ed.). Springer US. doi:10.1007/978-1-4899-7637-6. hdl:11311/1006123. ISBN 978-1-4899-7637-6. S2CID 11569603.
Das, Shubhomoy; Wong, Weng-Keen; Dietterich, Thomas; Fern, Alan; Emmott, Andrew (2016). "Incorporating Expert Feedback into Active Anomaly Discovery". In Bonchi, Francesco; Domingo-Ferrer, Josep; Baeza-Yates, Ricardo; Zhou, Zhi-Hua; Wu, Xindong (eds.). IEEE 16th International Conference on Data Mining. IEEE. pp. 853–858. doi:10.1109/ICDM.2016.0102. ISBN 978-1-5090-5473-2. S2CID 15285595.
Yang, Bishan; Sun, Jian-Tao; Wang, Tengjiao; Chen, Zheng (2009). "Effective multi-label active learning for text classification" (PDF). Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '09. p. 917. CiteSeerX 10.1.1.546.9358. doi:10.1145/1557019.1557119. ISBN 978-1-60558-495-9. S2CID 1979173.
Lughofer, Edwin (February 2012). "Hybrid active learning for reducing the annotation effort of operators in classification systems". Pattern Recognition. 45 (2): 884–896. Bibcode:2012PatRe..45..884L. doi:10.1016/j.patcog.2011.08.009.
Lughofer, Edwin (2012). "Single-pass active learning with conflict and ignorance". Evolving Systems. 3 (4): 251–271. doi:10.1007/s12530-012-9060-7. S2CID 43844282.
Novikov, Ivan (2021). "The MLIP package: moment tensor potentials with MPI and active learning". Machine Learning: Science and Technology. 2 (2): 3, 4. arXiv:2007.08555. doi:10.1088/2632-2153/abc9fe.
Wang, Liantao; Hu, Xuelei; Yuan, Bo; Lu, Jianfeng (2015-01-05). "Active learning via query synthesis and nearest neighbour search" (PDF). Neurocomputing. 147: 426–434. doi:10.1016/j.neucom.2014.06.042. S2CID 3027214.
Bouneffouf, Djallel; Laroche, Romain; Urvoy, Tanguy; Féraud, Raphael; Allesiardo, Robin (2014). "Contextual Bandit for Active Learning: Active Thompson". In Loo, C. K.; Yap, K. S.; Wong, K. W.; Teoh, A.; Huang, K. (eds.). Neural Information Processing (PDF). Lecture Notes in Computer Science. Vol. 8834. pp. 405–412. doi:10.1007/978-3-319-12637-1_51. ISBN 978-3-319-12636-4. S2CID 1701357. HAL Id: hal-01069802.
Bouneffouf, Djallel (8 January 2016). "Exponentiated Gradient Exploration for Active Learning". Computers. 5 (1): 1. arXiv:1408.2196. doi:10.3390/computers5010001. S2CID 14313852.
Makili, Lázaro Emílio; Sánchez, Jesús A. Vega; Dormido-Canto, Sebastián (2012-10-01). "Active Learning Using Conformal Predictors: Application to Image Classification". Fusion Science and Technology. 62 (2): 347–355. Bibcode:2012FuST...62..347M. doi:10.13182/FST12-A14626. ISSN 1536-1055. S2CID 115384000.
Bernard, Jürgen; Zeppelzauer, Matthias; Lehmann, Markus; Müller, Martin; Sedlmair, Michael (June 2018). "Towards User-Centered Active Learning Algorithms". Computer Graphics Forum. 37 (3): 121–132. doi:10.1111/cgf.13406. ISSN 0167-7055. S2CID 51875861.

github.com

"shubhomoydas/ad_examples". GitHub. Retrieved 2018-12-04.

handle.net

hdl.handle.net

Rubens, Neil; Elahi, Mehdi; Sugiyama, Masashi; Kaplan, Dain (2016). "Active Learning in Recommender Systems". In Ricci, Francesco; Rokach, Lior; Shapira, Bracha (eds.). Recommender Systems Handbook (PDF) (2 ed.). Springer US. doi:10.1007/978-1-4899-7637-6. hdl:11311/1006123. ISBN 978-1-4899-7637-6. S2CID 11569603.

harvard.edu

ui.adsabs.harvard.edu

Lughofer, Edwin (February 2012). "Hybrid active learning for reducing the annotation effort of operators in classification systems". Pattern Recognition. 45 (2): 884–896. Bibcode:2012PatRe..45..884L. doi:10.1016/j.patcog.2011.08.009.
Makili, Lázaro Emílio; Sánchez, Jesús A. Vega; Dormido-Canto, Sebastián (2012-10-01). "Active Learning Using Conformal Predictors: Application to Image Classification". Fusion Science and Technology. 62 (2): 347–355. Bibcode:2012FuST...62..347M. doi:10.13182/FST12-A14626. ISSN 1536-1055. S2CID 115384000.

microsoft.com

Yang, Bishan; Sun, Jian-Tao; Wang, Tengjiao; Chen, Zheng (2009). "Effective multi-label active learning for text classification" (PDF). Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '09. p. 917. CiteSeerX 10.1.1.546.9358. doi:10.1145/1557019.1557119. ISBN 978-1-60558-495-9. S2CID 1979173.

pbworks.com

machinelearning202.pbworks.com

Rubens, Neil; Elahi, Mehdi; Sugiyama, Masashi; Kaplan, Dain (2016). "Active Learning in Recommender Systems". In Ricci, Francesco; Rokach, Lior; Shapira, Bracha (eds.). Recommender Systems Handbook (PDF) (2 ed.). Springer US. doi:10.1007/978-1-4899-7637-6. hdl:11311/1006123. ISBN 978-1-4899-7637-6. S2CID 11569603.

psu.edu

citeseerx.ist.psu.edu

Yang, Bishan; Sun, Jian-Tao; Wang, Tengjiao; Chen, Zheng (2009). "Effective multi-label active learning for text classification" (PDF). Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '09. p. 917. CiteSeerX 10.1.1.546.9358. doi:10.1145/1557019.1557119. ISBN 978-1-60558-495-9. S2CID 1979173.

semanticscholar.org

api.semanticscholar.org

Rubens, Neil; Elahi, Mehdi; Sugiyama, Masashi; Kaplan, Dain (2016). "Active Learning in Recommender Systems". In Ricci, Francesco; Rokach, Lior; Shapira, Bracha (eds.). Recommender Systems Handbook (PDF) (2 ed.). Springer US. doi:10.1007/978-1-4899-7637-6. hdl:11311/1006123. ISBN 978-1-4899-7637-6. S2CID 11569603.
Das, Shubhomoy; Wong, Weng-Keen; Dietterich, Thomas; Fern, Alan; Emmott, Andrew (2016). "Incorporating Expert Feedback into Active Anomaly Discovery". In Bonchi, Francesco; Domingo-Ferrer, Josep; Baeza-Yates, Ricardo; Zhou, Zhi-Hua; Wu, Xindong (eds.). IEEE 16th International Conference on Data Mining. IEEE. pp. 853–858. doi:10.1109/ICDM.2016.0102. ISBN 978-1-5090-5473-2. S2CID 15285595.
Yang, Bishan; Sun, Jian-Tao; Wang, Tengjiao; Chen, Zheng (2009). "Effective multi-label active learning for text classification" (PDF). Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '09. p. 917. CiteSeerX 10.1.1.546.9358. doi:10.1145/1557019.1557119. ISBN 978-1-60558-495-9. S2CID 1979173.
Lughofer, Edwin (2012). "Single-pass active learning with conflict and ignorance". Evolving Systems. 3 (4): 251–271. doi:10.1007/s12530-012-9060-7. S2CID 43844282.
Wang, Liantao; Hu, Xuelei; Yuan, Bo; Lu, Jianfeng (2015-01-05). "Active learning via query synthesis and nearest neighbour search" (PDF). Neurocomputing. 147: 426–434. doi:10.1016/j.neucom.2014.06.042. S2CID 3027214.
Bouneffouf, Djallel; Laroche, Romain; Urvoy, Tanguy; Féraud, Raphael; Allesiardo, Robin (2014). "Contextual Bandit for Active Learning: Active Thompson". In Loo, C. K.; Yap, K. S.; Wong, K. W.; Teoh, A.; Huang, K. (eds.). Neural Information Processing (PDF). Lecture Notes in Computer Science. Vol. 8834. pp. 405–412. doi:10.1007/978-3-319-12637-1_51. ISBN 978-3-319-12636-4. S2CID 1701357. HAL Id: hal-01069802.
Bouneffouf, Djallel (8 January 2016). "Exponentiated Gradient Exploration for Active Learning". Computers. 5 (1): 1. arXiv:1408.2196. doi:10.3390/computers5010001. S2CID 14313852.
Makili, Lázaro Emílio; Sánchez, Jesús A. Vega; Dormido-Canto, Sebastián (2012-10-01). "Active Learning Using Conformal Predictors: Application to Image Classification". Fusion Science and Technology. 62 (2): 347–355. Bibcode:2012FuST...62..347M. doi:10.13182/FST12-A14626. ISSN 1536-1055. S2CID 115384000.
Bernard, Jürgen; Zeppelzauer, Matthias; Lehmann, Markus; Müller, Martin; Sedlmair, Michael (June 2018). "Towards User-Centered Active Learning Algorithms". Computer Graphics Forum. 37 (3): 121–132. doi:10.1111/cgf.13406. ISSN 0167-7055. S2CID 51875861.
Desreumaux, Louis; Lemaire, Vincent (2020). Learning Active Learning at the Crossroads? Evaluation and Discussion. Proceedings of the Workshop on Interactive Adaptive Learning co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases ({ECML} {PKDD} 2020), Ghent, Belgium, 2020. S2CID 221794570.

sics.se

eprints.sics.se

Olsson, Fredrik (April 2009). "A literature survey of active machine learning in the context of natural language processing". SICS Technical Report T2009:06.

uq.edu.au

espace.library.uq.edu.au

Wang, Liantao; Hu, Xuelei; Yuan, Bo; Lu, Jianfeng (2015-01-05). "Active learning via query synthesis and nearest neighbour search" (PDF). Neurocomputing. 147: 426–434. doi:10.1016/j.neucom.2014.06.042. S2CID 3027214.

wisc.edu

pages.cs.wisc.edu

Settles, Burr (2010). "Active Learning Literature Survey" (PDF). Computer Sciences Technical Report 1648. University of Wisconsin–Madison. Retrieved 2014-11-18.

worldcat.org

search.worldcat.org

Makili, Lázaro Emílio; Sánchez, Jesús A. Vega; Dormido-Canto, Sebastián (2012-10-01). "Active Learning Using Conformal Predictors: Application to Image Classification". Fusion Science and Technology. 62 (2): 347–355. Bibcode:2012FuST...62..347M. doi:10.13182/FST12-A14626. ISSN 1536-1055. S2CID 115384000.
Bernard, Jürgen; Zeppelzauer, Matthias; Lehmann, Markus; Müller, Martin; Sedlmair, Michael (June 2018). "Towards User-Centered Active Learning Algorithms". Computer Graphics Forum. 37 (3): 121–132. doi:10.1111/cgf.13406. ISSN 0167-7055. S2CID 51875861.