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Volumn 9648, Issue , 2016, Pages 487-499

R ultimate multilabel dataset repository

Author keywords

Datasets; Multilabel; R; Software

Indexed keywords

ARTIFICIAL INTELLIGENCE; BIBLIOGRAPHIES; COMPUTER SOFTWARE; DIGITAL STORAGE; INTELLIGENT SYSTEMS;

EID: 84964054493     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-319-32034-2_41     Document Type: Conference Paper
Times cited : (23)

References (35)
  • 4
    • 84876811202 scopus 로고    scopus 로고
    • RCV1: A new benchmark collection for text categorization research
    • Lewis, D.D., Yang, Y., Rose, T.G., Li, F.: RCV1: a new benchmark collection for text categorization research. J. Mach. Learn. Res. 5, 361-397 (2004)
    • (2004) J. Mach. Learn. Res , vol.5 , pp. 361-397
    • Lewis, D.D.1    Yang, Y.2    Rose, T.G.3    Li, F.4
  • 5
    • 84912136436 scopus 로고    scopus 로고
    • Multi-label learning: A review of the state of the art and ongoing research
    • Gibaja, E., Ventura, S.: Multi-label learning: a review of the state of the art and ongoing research. Wiley Interdisc. Rev. Data Min. Knowl. Discov. 4(6), 411-444 (2014). doi:10.1002/widm.1139
    • (2014) Wiley Interdisc. Rev. Data Min. Knowl. Discov , vol.4 , Issue.6 , pp. 411-444
    • Gibaja, E.1    Ventura, S.2
  • 6
    • 84897109377 scopus 로고    scopus 로고
    • A review on multi-label learning algorithms
    • Zhang, M., Zhou, Z.: A review on multi-label learning algorithms. IEEE Trans. Knowl. Data Eng. 26(8), 1819-1837 (2014). doi:10.1109/TKDE.2013.39
    • (2014) IEEE Trans. Knowl. Data Eng , vol.26 , Issue.8 , pp. 1819-1837
    • Zhang, M.1    Zhou, Z.2
  • 7
    • 84930273620 scopus 로고    scopus 로고
    • Addressing imbalance in multilabel classification: Measures and random resampling algorithms
    • Charte, F., Rivera, A.J., del Jesus, M.J., Herrera, F.: Addressing imbalance in multilabel classification: measures and random resampling algorithms. Neurocomputing 163, 3-16 (2015). doi:10.1016/j.neucom.2014.08.091
    • (2015) Neurocomputing , vol.163 , pp. 3-16
    • Charte, F.1    Rivera, A.J.2    del Jesus, M.J.3    Herrera, F.4
  • 8
    • 84944354565 scopus 로고    scopus 로고
    • MLSMOTE: Approaching imbalanced multilabel learning through synthetic instance generation
    • Charte, F., Rivera, A.J., del Jesus, M.J., Herrera, F.: MLSMOTE: approaching imbalanced multilabel learning through synthetic instance generation. Know. Based Syst. 89, 385-397 (2015). doi:10.1016/j.knosys.2015.07.019
    • (2015) Know. Based Syst , vol.89 , pp. 385-397
    • Charte, F.1    Rivera, A.J.2    del Jesus, M.J.3    Herrera, F.4
  • 9
    • 79955702502 scopus 로고    scopus 로고
    • Libsvm: A library for support vector machines
    • Chang, C.-C., Lin, C.-J.: Libsvm: a library for support vector machines. ACM Trans. Intell. Syst. Technol. 2(3), 27:1-27:27 (2011). doi:10.1145/1961189.1961199
    • (2011) ACM Trans. Intell. Syst. Technol , vol.2 , Issue.3 , pp. 27:1-27:27
    • Chang, C.-C.1    Lin, C.-J.2
  • 13
    • 78650649545 scopus 로고    scopus 로고
    • R Foundation for Statistical Computing, Vienna, Austria
    • R Core Team, R: A Language and Environmentfor Statistical Computing, R Foundation for Statistical Computing, Vienna, Austria (2014). http://www.R-project. org/
    • (2014) A Language and Environmentfor Statistical Computing
  • 14
    • 84954168265 scopus 로고    scopus 로고
    • Working with multilabel datasets in R: The mldr package
    • Charte, F., Charte, D.: Working with multilabel datasets in R: the mldr package. R J. 7(2), 149-162 (2015)
    • (2015) R J , vol.7 , Issue.2 , pp. 149-162
    • Charte, F.1    Charte, D.2
  • 18
    • 22944464423 scopus 로고    scopus 로고
    • The enron corpus: A new dataset for email classification research
    • Boulicaut, J.-F., Esposito, F., Giannotti, F., Pedreschi, D. (eds.), LNCS (LNAI), Springer, Heidelberg
    • Klimt, B., Yang, Y.: The enron corpus: a new dataset for email classification research. In: Boulicaut, J.-F., Esposito, F., Giannotti, F., Pedreschi, D. (eds.) ECML 2004. LNCS (LNAI), vol. 3201, pp. 217-226. Springer, Heidelberg (2004). doi:10.1007/978-3-540-30115-8 22
    • (2004) ECML 2004 , vol.3201 , pp. 217-226
    • Klimt, B.1    Yang, Y.2
  • 19
    • 56049120625 scopus 로고    scopus 로고
    • Efficient pairwise multilabel classification for largescale problems in the legal domain
    • Daelemans, W., Goethals, B., Morik, K. (eds.), LNCS (LNAI), Springer, Heidelberg
    • Loza Mencía, E., Fürnkranz, J.: Efficient pairwise multilabel classification for largescale problems in the legal domain. In: Daelemans, W., Goethals, B., Morik, K. (eds.) ECML PKDD 2008, Part II. LNCS (LNAI), vol. 5212, pp. 50-65. Springer, Heidelberg (2008)
    • (2008) ECML PKDD 2008, Part II , vol.5212 , pp. 50-65
    • Loza Mencía, E.1    Fürnkranz, J.2
  • 20
    • 83155175374 scopus 로고    scopus 로고
    • Classifier chains for multi-label classification
    • Read, J., Pfahringer, B., Holmes, G., Frank, E.: Classifier chains for multi-label classification. Mach. Learn. 85, 333-359 (2011). doi:10.1007/s10994-011-5256-5
    • (2011) Mach. Learn , vol.85 , pp. 333-359
    • Read, J.1    Pfahringer, B.2    Holmes, G.3    Frank, E.4
  • 23
    • 84957069814 scopus 로고    scopus 로고
    • Text categorization with suport vector machines: Learning with many relevant features
    • Nédellec, C., Rouveirol, C. (eds.), LNCS, Springer, Heidelberg
    • Joachims, T.: Text categorization with suport vector machines: learning with many relevant features. In: Nédellec, C., Rouveirol, C. (eds.) ECML 1998. LNCS, vol. 1398, pp. 137-142. Springer, Heidelberg (1998)
    • (1998) ECML 1998 , vol.1398 , pp. 137-142
    • Joachims, T.1
  • 24
    • 33751524073 scopus 로고    scopus 로고
    • Discovering recurring anomalies in text reports regarding complex space systems
    • Srivastava, A.N., Zane-Ulman, B.: Discovering recurring anomalies in text reports regarding complex space systems. In: IEEE Aerospace Conference, pp. 3853-3862 (2005). doi:10.1109/AERO.2005.1559692
    • (2005) IEEE Aerospace Conference , pp. 3853-3862
    • Srivastava, A.N.1    Zane-Ulman, B.2
  • 27
  • 28
    • 70249151061 scopus 로고    scopus 로고
    • Multi-label classification of emotions in music
    • Klopotek, M.A., Wierzchori, S.T., Trojanowski, K. (eds.), ASC, Springer, Heidelberg
    • Wieczorkowska, A., Synak, P., Rás, Z.: Multi-label classification of emotions in music. In: Klopotek, M.A., Wierzchori, S.T., Trojanowski, K. (eds.) Intelligent Information Processing and Web Mining. ASC, pp. 307-315. Springer, Heidelberg (2006). doi:10.1007/3-540-33521-8 30
    • (2006) Intelligent Information Processing and Web Mining , pp. 307-315
    • Wieczorkowska, A.1    Synak, P.2    Rás, Z.3
  • 30
    • 84937572644 scopus 로고    scopus 로고
    • Object recognition as machine translation: Learning a lexicon for a fixed image vocabulary
    • Heyden, A., Sparr, G., Nielsen, M., Johansen, P. (eds.), LNCS, Springer, Heidelberg
    • Duygulu, P., Barnard, K., de Freitas, J.F.G., Forsyth, D.: Object recognition as machine translation: learning a lexicon for a fixed image vocabulary. In: Heyden, A., Sparr, G., Nielsen, M., Johansen, P. (eds.) ECCV 2002, Part IV. LNCS, vol. 2353, pp. 97-112. Springer, Heidelberg (2002). doi:10.1007/3-540-47979-1 7
    • (2002) ECCV 2002, Part IV , vol.2353 , pp. 97-112
    • Duygulu, P.1    Barnard, K.2    de Freitas, J.F.G.3    Forsyth, D.4
  • 32
    • 3042597440 scopus 로고    scopus 로고
    • Learning multi-label scene classification
    • Boutell, M., Luo, J., Shen, X., Brown, C.: Learning multi-label scene classification. Pattern Recogn. 37(9), 1757-1771 (2004). doi:10.1016/j.patcog.2004.03.009
    • (2004) Pattern Recogn , vol.37 , Issue.9 , pp. 1757-1771
    • Boutell, M.1    Luo, J.2    Shen, X.3    Brown, C.4
  • 34
    • 33646536577 scopus 로고    scopus 로고
    • Protein classification with multiple algorithms
    • Bozanis, P., Houstis, E.N. (eds.), LNCS, Springer, Heidelberg
    • Diplaris, S., Tsoumakas, G., Mitkas, P.A., Vlahavas, I.P.: Protein classification with multiple algorithms. In: Bozanis, P., Houstis, E.N. (eds.) PCI 2005. LNCS, vol. 3746, pp. 448-456. Springer, Heidelberg (2005). doi:10.1007/11573036 42
    • (2005) PCI 2005 , vol.3746 , pp. 448-456
    • Diplaris, S.1    Tsoumakas, G.2    Mitkas, P.A.3    Vlahavas, I.P.4
  • 35
    • 84964054564 scopus 로고    scopus 로고
    • On the impact of dataset complexity and sampling strategy in multilabel classifiers performance
    • Martínez-Álvarez, F., Troncoso, A., Quintián, H., Corchado, E. (eds.), LNCS (LNAI), Springer, Switzerland
    • Charte, F., Rivera, A., del Jesus, M.J., Herrera, F.: On the impact of dataset complexity and sampling strategy in multilabel classifiers performance. In: Martínez-Álvarez, F., Troncoso, A., Quintián, H., Corchado, E. (eds.) HAIS 2016. LNCS (LNAI), vol. 9648, pp. 500-511. Springer, Switzerland (2016)
    • (2016) HAIS 2016 , vol.9648 , pp. 500-511
    • Charte, F.1    Rivera, A.2    del Jesus, M.J.3    Herrera, F.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.