메뉴 건너뛰기




Volumn 4747 LNCS, Issue , 2007, Pages 134-151

Beam search induction and similarity constraints for predictive clustering trees

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DATA MINING; DATABASE SYSTEMS; MATHEMATICAL MODELS;

EID: 38449087206     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-75549-4_9     Document Type: Conference Paper
Times cited : (12)

References (13)
  • 2
    • 33750303563 scopus 로고    scopus 로고
    • Blockeel, H., Schietgat, L., Struyf, J., Džeroski, S., Clare, A.: Decision trees for hierarchical multilabel classification: A case study in functional genomics. In: Fürnkranz, J., Scheffer, T., Spiliopoulou, M. (eds.) PKDD 2006. LNCS (LNAI), 4213, pp. 18-29. Springer, Heidelberg (2006)
    • Blockeel, H., Schietgat, L., Struyf, J., Džeroski, S., Clare, A.: Decision trees for hierarchical multilabel classification: A case study in functional genomics. In: Fürnkranz, J., Scheffer, T., Spiliopoulou, M. (eds.) PKDD 2006. LNCS (LNAI), vol. 4213, pp. 18-29. Springer, Heidelberg (2006)
  • 3
    • 33745783991 scopus 로고    scopus 로고
    • Constraint-based data mining
    • Maimón, O, Rokach, L, eds, Springer, Heidelberg
    • Boulicaut, J.-F., Jeudy, B.: Constraint-based data mining. In: Maimón, O., Rokach, L. (eds.) The Data Mining and Knowledge Discovery Handbook, pp. 399-416. Springer, Heidelberg (2005)
    • (2005) The Data Mining and Knowledge Discovery Handbook , pp. 399-416
    • Boulicaut, J.-F.1    Jeudy, B.2
  • 5
    • 2442458316 scopus 로고    scopus 로고
    • A perspective on inductive databases
    • De Raedt, L.: A perspective on inductive databases. SIGKDD Explorations 4(2), 69-77 (2002)
    • (2002) SIGKDD Explorations , vol.4 , Issue.2 , pp. 69-77
    • De Raedt, L.1
  • 6
    • 38449083520 scopus 로고    scopus 로고
    • Analysis of time series data with predictive clustering trees
    • KDID, Springer, Heidelberg
    • Džeroski, S., Slavkov, I., Gjorgjioski, V., Struyf, J.: Analysis of time series data with predictive clustering trees. In: KDID 2006. LNCS, vol. 4747, pp. 63-80. Springer, Heidelberg (2007)
    • (2006) LNCS , vol.4747 , pp. 63-80
    • Džeroski, S.1    Slavkov, I.2    Gjorgjioski, V.3    Struyf, J.4
  • 9
    • 0030284618 scopus 로고    scopus 로고
    • A database perspective on knowledge discovery
    • Imielinski, T., Mannila, H.: A database perspective on knowledge discovery. Communications of the ACM 39(11), 58-64 (1996)
    • (1996) Communications of the ACM , vol.39 , Issue.11 , pp. 58-64
    • Imielinski, T.1    Mannila, H.2
  • 10
    • 0003408496 scopus 로고    scopus 로고
    • University of California, Department of Information and Computer Science, Irvine, CA
    • Merz, C.J., Murphy, P.M.: UCI repository of machine learning databases. University of California, Department of Information and Computer Science, Irvine, CA (1996), http://www.ics.uci.edu/~mlearn/mlrepository.html
    • (1996) UCI repository of machine learning databases
    • Merz, C.J.1    Murphy, P.M.2
  • 12
    • 38449090053 scopus 로고    scopus 로고
    • Quinlan, J.R.: C4.5: Programs for Machine Learning. Morgan Kaufmann series in Machine Learning. Morgan Kaufmann, San Francisco (1993)
    • Quinlan, J.R.: C4.5: Programs for Machine Learning. Morgan Kaufmann series in Machine Learning. Morgan Kaufmann, San Francisco (1993)
  • 13
    • 33745775676 scopus 로고    scopus 로고
    • Struyf, J., Džeroski, S.: Constraint based induction of multi-objective regression trees. In: Bonchi, F., Boulicaut, J-F. (eds.) KDID 2005. LNCS, 3933, pp. 222-233. Springer, Heidelberg (2006)
    • Struyf, J., Džeroski, S.: Constraint based induction of multi-objective regression trees. In: Bonchi, F., Boulicaut, J-F. (eds.) KDID 2005. LNCS, vol. 3933, pp. 222-233. Springer, Heidelberg (2006)


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.