Exploiting Label Dependency for Hierarchical Multi-label Classification

Author:

Alaydie Noor,Reddy Chandan K.,Fotouhi Farshad

Publisher

Springer Berlin Heidelberg

Reference24 articles.

1. Alaydie, N., Reddy, C.K., Fotouhi, F.: Hierarchical boosting for gene function prediction. In: Proceedings of the 9th International Conference on Computational Systems Bioinformatics (CSB), Stanford, CA, USA, pp. 14–25 (August 2010)

2. Alaydie, N., Reddy, C.K., Fotouhi, F.: A Bayesian Integration Model of Heterogeneous Data Sources for Improved Gene Functional Inference. In: Proceedings of the ACM Conference on Bioinformatics, Computational Biology and Biomedicine (ACM-BCB), Chicago, IL, USA, pp. 376–380 (August 2011)

3. Barutcuoglu, Z., Schapire, R.E., Troyanskaya, O.G.: Hierarchical multi-label prediction of gene function. Bioinformatics 22(7), 830–836 (2006)

4. Bi, W., Kwok, J.: Multi-Label Classification on Tree- and DAG-Structured Hierarchies. In: Getoor, L., Scheffer, T. (eds.) Proceedings of the 28th International Conference on Machine Learning (ICML 2011), pp. 17–24. ACM, New York (2011)

5. Cesa-Bianchi, N., Valentini, G.: Hierarchical cost-sensitive algorithms for genome-wide gene function prediction. In: Proceedings of the Third International Workshop on Machine Learning in Systems Biology, Ljubljana, Slovenia, pp. 25–34 (2009)

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