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Shuang Zhou

20152019
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Research Output 2015 2019

  • 6 Conference article in proceeding
  • 5 Article
  • 3 Chapter
  • 1 Doctoral Thesis
2019

Ensembles based on conformal instance transfer

Zhou, S., Smirnov, E. & Schoenmakers, G., 2019, Proceedings of Machine Learning Research: Conformal and Probabilistic Prediction and Applications, 9-11 September 2019, Golden Sands, Bulgaria. Vol. 105. p. 23-42 (Proceedings of Machine Learning Research).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Open Access
2018

Conformal feature-selection wrappers for instance transfer

Zhou, S., Smirnov, E., Schoenmakers, G., Peeters, R. & Jiang, T., 2018, Proceedings of the 7th Symposium on Conformal and Probabilistic Prediction and Applications, COPA 2018, 11-13 June 2018, Maastricht, The Netherlands.. Proceedings of Machine Learning Research, Vol. 91. p. 96-113 18 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Heterogeneous Domain Adaptation Based on Class Decomposition Schemes

Ismailoglu, F., Smirnov, E., Peeters, R., Zhou, S. & Collins, P., 19 Jun 2018, Advances in Knowledge Discovery and Data Mining: PAKDD 2018. Phung, D., Tseng, V., Webb, G., Ho, B., Ganji, M. & Rashidi, L. (eds.). Cham: Springer, p. 169-182 (Lecture Notes in Computer Science, Vol. 10937).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

2017

Bridging conformal prediction and instance transfer

Zhou, S., 2017

Research output: ThesisDoctoral ThesisInternal

Conformal Decision-tree Approach to Instance Transfer

Zhou, S., Smirnov, E., Schoenmakers, G. & Peeters, R., Oct 2017, In : Annals of Mathematics and Artificial Intelligence. 81, 1-2, p. 85-104 20 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access

Conformity-Based Source Subset Selection for Instance Transfer

Zhou, S., Smirnov, E., Schoenmakers, G. & Peeters, R., 4 Oct 2017, In : Neurocomputing. 258, p. 41-51 11 p.

Research output: Contribution to journalArticleAcademicpeer-review

Negotiating with unknown opponents: Toward multi-lateral agreement in real-time domains

Chen, S., Hao, J., Zhou, S. & Weiss, G., 2017, Modern Approaches to Agent-based Complex Automated Negotiation. Fuijta, K. (ed.). Springer Verlag, p. 219-229 11 p. (Studies in Computational Intelligence, Vol. 674).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

Testing Exchangeability for Transfer Decision

Zhou, S., Smirnov, E., Schoenmakers, G., Driessens, K. & Peeters, R., 1 Mar 2017, In : Pattern Recognition Letters. 88, p. 64-71 8 p.

Research output: Contribution to journalArticleAcademicpeer-review

2016

Decision Trees for Instance Transfer

Zhou, S., Smirnov, E., Schoenmakers, G. & Peeters, R., 2016, Proceedings of the 5th International Symposium on Conformal and Probabilistic Prediction with Applications. p. 116-127

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Solving negotiation problems against unknown opponents with wisdom of crowds

Chen, S., Weiss, G. & Zhou, S., 2016, Advances in Artificial Intelligence. Springer Verlag, p. 126-133 (Lecture Notes in Computer Science, Vol. 9904).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

Using transfer learning to model unknown opponents in automated negotiations

Chen, S., Zhou, S., Weiss, G. & Tuyls, K., 2016, Recent advances in agent-based complex automated negotiation. Fukuta, N., Ito, T., Zhang, M., Fujita, K. & Robu, V. (eds.). Springer, p. 175-192 (Studies in Computational Intelligence).

Research output: Chapter in Book/Report/Conference proceedingChapterAcademic

2015
4 Downloads (Pure)

A Non-parametric Conformity-Based Test for Transfer Decisions

Zhou, S., Smirnov, E. N., Schoenmakers, G., Peeters, R. & Driessens, K., 2015, Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2015). Vietri sul Mare, Italy, p. 628-635 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Conformity Region Classification with Instance-Transfer Boosting

Zhou, S., Smirnov, E. N. & Peeters, R., 2015, In : International Journal on Artificial Intelligence Tools. 24, 6

Research output: Contribution to journalArticleAcademicpeer-review

Largest Source Subset Selection for Instance Transfer

Zhou, S., Schoenmakers, G., Smirnov, E. N., Peeters, R., Driessens, K. & Chen, S., 2015, Proceedings of The 7th Asian Conference on Machine Learning. Hong Kong, China, p. 423-438 16 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review