A Directed Acyclic Graph Based Approach to Multi-Class Ensemble Classification-Reference-Cited by-同舟云学术

A Directed Acyclic Graph Based Approach to Multi-Class Ensemble Classification

Published:2015 Issue: Volume: Page:43-57
ISSN:
Container-title:Research and Development in Intelligent Systems XXXII
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Author:

Alshdaifat Esra’a,Coenen Frans,Dures Keith

Publisher

Springer International Publishing

Link

http://link.springer.com/content/pdf/10.1007/978-3-319-25032-8_3

Reference17 articles.

1. Alshdaifat, E., Coenen, F., Dures, K.: Hierarchical classification for solving multi-class problems: a new approach using naive bayesian classification. In: Proceedings of the Ninth International Conference on Advanced Data Mining and Applications (ADMA’13), pp. 493–504. Springer (2013)

2. Alshdaifat, E., Coenen, F., Dures, K.: Hierarchical single label classification: an alternative approach. In: Proceedings of the Thirty-third BCS SGI International Conference on Innovative Techniques and Applications of Artificial Intelligence (BCS SGAI’13), pp. 39–52. Springer (2013)

3. Alshdaifat, E., Coenen, F., Dures, K.: A multi-path strategy for hierarchical ensemble classification. In: Proceedings of the Tenth International Conference on Machine Learning and Data Mining in Pattern Recognition (MLDM’14), pp. 198–212. Springer (2014)

4. Athimethphat, M., Lerteerawong, B.: Binary classification tree for multiclass classification with observation-based clustering. In: Proceedings of the Ninth International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON’12), pp. 1–4. IEEE (2012)

5. Beygelzimer, A., Langford, J., Ravikumar, P.: Multiclass classification with filter trees (2007). Preprint, available at http://hunch.net/ jl/projects/reductions/mc_to_b/invertedTree.pdf

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