메뉴 건너뛰기




Volumn 8401, Issue , 2014, Pages 81-100

Adapted features and instance selection for improving co-training

Author keywords

Co training; Imbalanced datasets; Semi supervised learning

Indexed keywords

MACHINE LEARNING; SUPERVISED LEARNING;

EID: 84927605525     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-662-43968-5_5     Document Type: Article
Times cited : (8)

References (18)
  • 3
    • 0000262692 scopus 로고    scopus 로고
    • A heuristic for domain independent planning and its use in an enforced hillclimbing algorithm
    • Ohsuga, S., Ra, ś, Z.W. (eds.), Springer, Heidelberg
    • Hoffmann, J.: A heuristic for domain independent planning and its use in an enforced hillclimbing algorithm. In: Ohsuga, S., Raś, Z.W. (eds.) ISMIS 2000. LNCS (LNAI), vol. 1932, pp. 216-227. Springer, Heidelberg (2010)
    • (2010) ISMIS 2000. LNCS (LNAI) , vol.1932 , pp. 216-227
    • Hoffmann, J.1
  • 9
    • 58049123911 scopus 로고    scopus 로고
    • A novel ga-taguchi-based feature selection method
    • In: Fyfe, C., Kim, D., Lee, S.-Y., Yin, H. (eds.), Springer, Heidelberg
    • Yang, C.-H., Huang, C.-C., Wu, K.-C., Chang, H.-Y.: A novel ga-taguchi-based feature selection method. In: Fyfe, C., Kim, D., Lee, S.-Y., Yin, H. (eds.) IDEAL 2008. LNCS, vol. 5326, pp. 112-119. Springer, Heidelberg (2008)
    • (2008) IDEAL 2008. LNCS , vol.5326 , pp. 112-119
    • Yang, C.-H.1    Huang, C.-C.2    Wu, K.-C.3    Chang, H.-Y.4
  • 11
    • 67650700143 scopus 로고    scopus 로고
    • When does co-training work in real data?
    • In: Theeramunkong, T., Kijsirikul, B., Cercone, N., Ho, T.-B. (eds.), Springer, Heidelberg
    • Ling, C.X., Du, J., Zhou, Z.-H.: When does co-training work in real data? In: Theeramunkong, T., Kijsirikul, B., Cercone, N., Ho, T.-B. (eds.) PAKDD 2009. LNCS, vol. 5476, pp. 596-603. Springer, Heidelberg (2009)
    • (2009) PAKDD 2009. LNCS , vol.5476 , pp. 596-603
    • Ling, C.X.1    Du, J.2    Zhou, Z.-H.3
  • 15
    • 0028424239 scopus 로고
    • Improving generalization with active learning
    • Cohn, D., Atlas, L., Ladner, R.: Improving generalization with active learning. Machine Learning 15(2), 201-221 (1994)
    • (1994) Machine Learning , vol.15 , Issue.2 , pp. 201-221
    • Cohn, D.1    Atlas, L.2    Ladner, R.3
  • 16
    • 70349750474 scopus 로고    scopus 로고
    • Troika-An improved stacking schema for classification tasks
    • Menahem, E., Rokach, L., Elovici, Y.: Troika-An improved stacking schema for classification tasks. Information Sciences 179(24), 4097-4122 (2009)
    • (2009) Information Sciences , vol.179 , Issue.24 , pp. 4097-4122
    • Menahem, E.1    Rokach, L.2    Elovici, Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.