Towards Hierarchical Classification of Data Streams
暂无分享,去创建一个
Vinícius M. A. de Souza | Gustavo E. A. P. A. Batista | Antonio Rafael Sabino Parmezan | Vinicius M. A. Souza | A. R. Parmezan
[1] Beth Logan,et al. Mel Frequency Cepstral Coefficients for Music Modeling , 2000, ISMIR.
[2] Robert M. Haralick,et al. Textural Features for Image Classification , 1973, IEEE Trans. Syst. Man Cybern..
[3] Niall M. Adams,et al. The impact of changing populations on classifier performance , 1999, KDD '99.
[4] João Gama,et al. Data Stream Classification Guided by Clustering on Nonstationary Environments and Extreme Verification Latency , 2015, SDM.
[5] Gerhard Widmer,et al. Learning in the Presence of Concept Drift and Hidden Contexts , 1996, Machine Learning.
[6] Hervé Glotin,et al. LifeCLEF 2016: Multimedia Life Species Identification Challenges , 2016, CLEF.
[7] Fabrizio Sebastiani,et al. On the Selection of Negative Examples for Hierarchical Text Categorization , 2007 .
[8] Stan Matwin,et al. Functional Annotation of Genes Using Hierarchical Text Categorization , 2005 .
[9] Wee Keong Ng,et al. A survey on data stream clustering and classification , 2015, Knowledge and Information Systems.
[10] Rich Caruana,et al. An empirical evaluation of supervised learning in high dimensions , 2008, ICML '08.
[11] Newton Spolaôr,et al. Dermoscopic assisted diagnosis in melanoma: Reviewing results, optimizing methodologies and quantifying empirical guidelines , 2018, Knowl. Based Syst..
[12] Roberto Souto Maior de Barros,et al. A comparative study on concept drift detectors , 2014, Expert Syst. Appl..
[13] Alex A. Freitas,et al. A survey of hierarchical classification across different application domains , 2010, Data Mining and Knowledge Discovery.
[14] J. L. Hodges,et al. Discriminatory Analysis - Nonparametric Discrimination: Consistency Properties , 1989 .
[15] Duane Szafron,et al. Improving Protein Function Prediction using the Hierarchical Structure of the Gene Ontology , 2005, 2005 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology.
[16] Vinícius M. A. de Souza,et al. Classification of Data Streams Applied to Insect Recognition: Initial Results , 2013, 2013 Brazilian Conference on Intelligent Systems.