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Volumn 8140 LNAI, Issue , 2013, Pages 233-248

Learning hierarchical multi-label classification trees from network data

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; AUTOCORRELATION; GENES; HYPERTEXT SYSTEMS; INFORMATION RETRIEVAL SYSTEMS; PROTEINS;

EID: 84885061321     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-40897-7_16     Document Type: Conference Paper
Times cited : (4)

References (32)
  • 1
    • 0034069495 scopus 로고    scopus 로고
    • Gene ontology: Tool for the unification of biology. The gene ontology consortium
    • Ashburner, M., et al.: Gene ontology: tool for the unification of biology. The gene ontology consortium. Nature Genetics 25, 25-29 (2000)
    • (2000) Nature Genetics , vol.25 , pp. 25-29
    • Ashburner, M.1
  • 2
    • 77956371081 scopus 로고    scopus 로고
    • Reaction kernels - structured output prediction approaches for novel enzyme function
    • Astikainen, K., Pitkänen, E., Rousu, J., Holm, L., Szedmák, S.: Reaction kernels - structured output prediction approaches for novel enzyme function. Bioinformatics, 48-55 (2010)
    • (2010) Bioinformatics , pp. 48-55
    • Astikainen, K.1    Pitkänen, E.2    Rousu, J.3    Holm, L.4    Szedmák, S.5
  • 3
    • 33645323768 scopus 로고    scopus 로고
    • Hierarchical multi-label prediction of gene function
    • Barutcuoglu, Z., Schapire, R.E., Troyanskaya, O.G.: Hierarchical multi-label prediction of gene function. Bioinformatics 22(7), 830-836 (2006)
    • (2006) Bioinformatics , vol.22 , Issue.7 , pp. 830-836
    • Barutcuoglu, Z.1    Schapire, R.E.2    Troyanskaya, O.G.3
  • 5
    • 80053440655 scopus 로고    scopus 로고
    • Multilabel classification on tree- and dag-structured hierarchies
    • Getoor, L., Scheffer, T. (eds.) Omnipress
    • Bi, W., Kwok, J.T.: Multilabel classification on tree- and dag-structured hierarchies. In: Getoor, L., Scheffer, T. (eds.) ICML, pp. 17-24. Omnipress (2011)
    • (2011) ICML , pp. 17-24
    • Bi, W.1    Kwok, J.T.2
  • 7
    • 62449263911 scopus 로고    scopus 로고
    • Hierarchical text categorization in a transductive setting
    • Ceci, M.: Hierarchical text categorization in a transductive setting. In: ICDM Workshops, pp. 184-191 (2008)
    • (2008) ICDM Workshops , pp. 184-191
    • Ceci, M.1
  • 8
    • 33846979476 scopus 로고    scopus 로고
    • Classifying web documents in a hierarchy of categories: A comprehensive study
    • Ceci, M., Malerba, D.: Classifying web documents in a hierarchy of categories: a comprehensive study. J. Intell. Inf. Syst. 28(1), 37-78 (2007)
    • (2007) J. Intell. Inf. Syst. , vol.28 , Issue.1 , pp. 37-78
    • Ceci, M.1    Malerba, D.2
  • 13
    • 0003309977 scopus 로고
    • Network Autocorrelation Models: Problems and Prospects
    • Ann Arbor Institute of Mathematical Geography
    • Doreian, P.: Network Autocorrelation Models: Problems and Prospects. In: Spatial Statistics: Past, Present, and Future. Monograph, vol. 12. Ann Arbor Institute of Mathematical Geography (1990)
    • (1990) Spatial Statistics: Past, Present, and Future. Monograph , vol.12
    • Doreian, P.1
  • 15
    • 1942450651 scopus 로고    scopus 로고
    • Linkage and autocorrelation cause feature selection bias in relational learning
    • Morgan Kaufmann
    • Jensen, D., Neville, J.: Linkage and autocorrelation cause feature selection bias in relational learning. In: Proc. 9th Intl. Conf. on Machine Learning, pp. 259-266. Morgan Kaufmann (2002)
    • (2002) Proc. 9th Intl. Conf. on Machine Learning , pp. 259-266
    • Jensen, D.1    Neville, J.2
  • 17
    • 51749110896 scopus 로고    scopus 로고
    • Integration of relational and hierarchical network information for protein function prediction
    • Jiang, X., Nariai, N., Steffen, M., Kasif, S., Kolaczyk, E.: Integration of relational and hierarchical network information for protein function prediction. BMC Bioinformatics 9(1) (2008)
    • (2008) BMC Bioinformatics , vol.9 , Issue.1
    • Jiang, X.1    Nariai, N.2    Steffen, M.3    Kasif, S.4    Kolaczyk, E.5
  • 18
    • 84873576763 scopus 로고    scopus 로고
    • Multi-label collective classification
    • SIAM/Omnipress
    • Kong, X., Shi, X., Yu, P.S.: Multi-label collective classification. In: SDM, pp. 618-629. SIAM/Omnipress (2011)
    • (2011) SDM , pp. 618-629
    • Kong, X.1    Shi, X.2    Yu, P.S.3
  • 19
    • 34249102504 scopus 로고    scopus 로고
    • Classification in networked data: A toolkit and a univariate case study
    • Macskassy, S., Provost, F.: Classification in networked data: a toolkit and a univariate case study. Machine Learning 8, 935-983 (2007)
    • (2007) Machine Learning , vol.8 , pp. 935-983
    • Macskassy, S.1    Provost, F.2
  • 20
    • 36348987716 scopus 로고    scopus 로고
    • Improving learning in networked data by combining explicit and mined links
    • Macskassy, S.A.: Improving learning in networked data by combining explicit and mined links. In: Proc. 22nd Intl. Conf. on Artificial Intelligence, pp. 590-595 (2007)
    • (2007) Proc. 22nd Intl. Conf. on Artificial Intelligence , pp. 590-595
    • Macskassy, S.A.1
  • 23
    • 84864539829 scopus 로고    scopus 로고
    • Predicting the functions of proteins in protein-protein interaction networks from global information
    • Rahmani, H., Blockeel, H., Bender, A.: Predicting the functions of proteins in protein-protein interaction networks from global information. Journal of Machine Learning Research 8, 82-97 (2010)
    • (2010) Journal of Machine Learning Research , vol.8 , pp. 82-97
    • Rahmani, H.1    Blockeel, H.2    Bender, A.3
  • 24
    • 77952043595 scopus 로고    scopus 로고
    • An experimental comparison of hierarchical bayes and true path rule ensembles for protein function prediction
    • El Gayar, N., Kittler, J., Roli, F. (eds.) MCS 2010. Springer, Heidelberg
    • Re, M., Valentini, G.: An experimental comparison of hierarchical bayes and true path rule ensembles for protein function prediction. In: El Gayar, N., Kittler, J., Roli, F. (eds.) MCS 2010. LNCS, vol. 5997, pp. 294-303. Springer, Heidelberg (2010)
    • (2010) LNCS , vol.5997 , pp. 294-303
    • Re, M.1    Valentini, G.2
  • 25
    • 33745768424 scopus 로고    scopus 로고
    • Kernel-based learning of hierarchical multilabel classification models
    • Rousu, J., Saunders, C., Szedmak, S., Shawe-Taylor, J.: Kernel-based learning of hierarchical multilabel classification models. J. Mach. Learn. Res. 7, 1601-1626 (2006)
    • (2006) J. Mach. Learn. Res. , vol.7 , pp. 1601-1626
    • Rousu, J.1    Saunders, C.2    Szedmak, S.3    Shawe-Taylor, J.4
  • 26
    • 9144257282 scopus 로고    scopus 로고
    • The funcat, a functional annotation scheme for systematic classification of proteins from whole genomes
    • Ruepp, et al.: The funcat, a functional annotation scheme for systematic classification of proteins from whole genomes. Nucleic Acids Research 32(18), 5539-5545 (2004)
    • (2004) Nucleic Acids Research , vol.32 , Issue.18 , pp. 5539-5545
    • Ruepp1
  • 28
    • 79961177418 scopus 로고    scopus 로고
    • Complex networks as a unified framework for descriptive analysis and predictive modeling in climate science
    • Steinhaeuser, K., Chawla, N.V., Ganguly, A.R.: Complex networks as a unified framework for descriptive analysis and predictive modeling in climate science. Statistical Analysis and Data Mining 4(5), 497-511 (2011)
    • (2011) Statistical Analysis and Data Mining , vol.4 , Issue.5 , pp. 497-511
    • Steinhaeuser, K.1    Chawla, N.V.2    Ganguly, A.R.3
  • 32
    • 0037161731 scopus 로고    scopus 로고
    • Comparative assessment of large-scale data sets of protein-protein interactions
    • von Mering, C., Krause, R., Snel, B., Cornell, M., Oliver, S.G., Fields, S., Bork, P.: Comparative assessment of large-scale data sets of protein-protein interactions. Nature 417(6887), 399-403 (2002)
    • (2002) Nature , vol.417 , Issue.6887 , pp. 399-403
    • Von Mering, C.1    Krause, R.2    Snel, B.3    Cornell, M.4    Oliver, S.G.5    Fields, S.6    Bork, P.7


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