The DOI matches its Crossref record; 56 of the 56 references it cites were found in a registry or an index.
A survey of hierarchical classification across different application domains
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Cites
Gene Ontology: tool for the unification of biology
Ashburner, M., Ball, C. A., Blake, J. A., Botstein, D., Butler, H., Cherry, J. M., Davis, A. P., Dolinski, K., Dwight, S. S., Eppig, J. T., et al. (2000) · Nature Genetics · doi:10.1038/75556 · Cited by 43,206
A systematic analysis of performance measures for classification tasks
Sokolova, M., & Lapalme, G. (2009) · Information Processing & Management · doi:10.1016/j.ipm.2009.03.002 · Cited by 7,515
Multi-Label Classification: An Overview
Tsoumakas, G., & Katakis, I. (2007) · International Journal of Data Warehousing and Mining · doi:10.4018/jdwm.2007070101 · Cited by 2,508
A database of German emotional speech
Burkhardt, F., Paeschke, A., Rolfes, M., Sendlmeier, W. F., & Weiss, B. (2005) · Interspeech 2005 · doi:10.21437/interspeech.2005-446 · Cited by 2,365
Large Margin Methods for Structured and Interdependent Output Variables
Tsochantaridis, I., Joachims, T., Hofmann, T., & Altün, Y. (2005) · MPG.PuRe (Max Planck Society) · Cited by 1,879
Shilane, P., Min, P., Kazhdan, M., & Funkhouser, T. (2004) · Proceedings Shape Modeling Applications, 2004. · doi:10.1109/smi.2004.1314504 · Cited by 1,419
García, S., & Herrera, F. (2008) · Cited by 1,277
Ruepp, A. (2004) · Nucleic Acids Research · doi:10.1093/nar/gkh894 · Cited by 1,133
Statistical Comparisons of Classifiers over Multiple Data Sets
DemšarJanez (2006) · Journal of Machine Learning Research · doi:10.5555/1248547.1248548 · Cited by 1,074
Hierarchically Classifying Documents Using Very Few Words
Koller, D., & Sahami, M. (1997) · Cited by 854
Cited by
Knowledge graph refinement: A survey of approaches and evaluation methods
Paulheim, H. (2016) · Semantic Web · doi:10.3233/sw-160218 · Cited by 849
Tsatsaronis, G., Balikas, G., Malakasiotis, P., Partalas, I., Zschunke, M., Alvers, M. R., Weissenborn, D., Krithara, A., Petridis, S., Polychronopoulos, D., et al. (2015) · BMC Bioinformatics · doi:10.1186/s12859-015-0564-6 · Cited by 598
Machine learning algorithms for social media analysis: A survey
T.K., B., Annavarapu, C. S. R., & Bablani, A. (2021) · Computer Science Review · doi:10.1016/j.cosrev.2021.100395 · Cited by 276
Tree ensembles for predicting structured outputs
Kocev, D., Vens, C., Struyf, J., & Džeroski, S. (2013) · Pattern Recognition · doi:10.1016/j.patcog.2012.09.023 · Cited by 275
Cost-Sensitive Neighborhood Granularity Selection for Hierarchical Classification
Li, S., Yang, J., Bao, H., Xia, D., Zhang, Q., & Wang, G. (2025) · IEEE Transactions on Knowledge and Data Engineering · doi:10.1109/tkde.2025.3566038 · Cited by 45
Metadata
- Authors
- Silla, C. N., & Freitas, A. A.
- Venue
- Data Mining and Knowledge Discovery
- Published
- 2010-04-07
- Volume
- 22
- Issue
- 1-2
- Pages
- 31-72
- ISSN
- 1384-5810 (ISSN-L)
- 1573-756X
- OpenAlex
- W2150766729
- Cited by
- 1,077
- References
- 56
- FWCI
- 32.99
- Type
- journal article
- Language
- en
- Open access
- closed
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- Silla, C. N., & Freitas, A. A. (2011). A survey of hierarchical classification across different application domains. Data Mining and Knowledge Discovery. https://doi.org/10.1007/s10618-010-0175-9
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Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.
