메뉴 건너뛰기




Volumn , Issue , 2013, Pages 532-539

Active preference learning for ranking patterns

Author keywords

active learning; Pattern mining; preference learning

Indexed keywords

ACTIVE LEARNING; EXPLORATORY DATA ANALYSIS; INTERACTIVE LEARNING; PATTERN MINING; PREFERENCE LEARNING; RANKING FUNCTIONS; SEARCH HEURISTICS; SUBGROUP DISCOVERY;

EID: 84897734488     PISSN: 10823409     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICTAI.2013.85     Document Type: Conference Paper
Times cited : (6)

References (24)
  • 2
    • 85172416536 scopus 로고
    • On subjective measures of interestingness in knowledge discovery
    • A. Tuzhilin, "On subjective measures of interestingness in knowledge discovery," in Proceedings of KDD, 1995, pp. 275-281.
    • (1995) Proceedings of KDD , pp. 275-281
    • Tuzhilin, A.1
  • 3
    • 12244313033 scopus 로고    scopus 로고
    • Interestingness of frequent itemsets using Bayesian networks as background knowledge
    • S. Jaroszewicz and D. A. Simovici, " Interestingness of frequent itemsets using Bayesian networks as background knowledge," in Proceedings of KDD, 2004, pp. 178-186.
    • (2004) Proceedings of KDD , pp. 178-186
    • Jaroszewicz, S.1    Simovici, D.A.2
  • 4
    • 80052684689 scopus 로고    scopus 로고
    • An information theoretic framework for data mining
    • T. De Bie, "An Information Theoretic Framework for Data Mining," in Proceedings of KDD, 2011, pp. 564-572.
    • (2011) Proceedings of KDD , pp. 564-572
    • De Bie, T.1
  • 5
    • 84871074224 scopus 로고    scopus 로고
    • Interactive pattern mining on hidden data: A sampling-based solution
    • M. Bhuiyan, S. Mukhopadhyay, and M. A. Hasan, " Interactive Pattern Mining on Hidden Data: A Sampling-based Solution," in Proceedings of CIKM, 2012, pp. 95-104.
    • (2012) Proceedings of CIKM , pp. 95-104
    • Bhuiyan, M.1    Mukhopadhyay, S.2    Hasan, M.A.3
  • 8
    • 61749084093 scopus 로고    scopus 로고
    • Supervised descriptive rule discovery: A unifying survey of contrast set, emerging pattern and subgroup mining
    • P. Kralj Novak, N. Lavrac, and G. Webb, " Supervised descriptive rule discovery: A unifying survey of contrast set, emerging pattern and subgroup mining," Journal of Machine Learning Research, vol. 10, pp. 377-403, 2009.
    • (2009) Journal of Machine Learning Research , vol.10 , pp. 377-403
    • Kralj Novak, P.1    Lavrac, N.2    Webb, G.3
  • 9
    • 79960812445 scopus 로고    scopus 로고
    • Exploiting background knowledge for knowledgeintensive subgroup discovery
    • M. Atzmueller, "Exploiting background knowledge for knowledgeintensive subgroup discovery," in Proceedings of IJCAI, 2005, pp. 647-652.
    • (2005) Proceedings of IJCAI , pp. 647-652
    • Atzmueller, M.1
  • 10
    • 84897732586 scopus 로고    scopus 로고
    • Interactive discovery of interesting subgroup sets
    • in press
    • V. Dzyuba and M. Van Leeuwen, " Interactive Discovery of Interesting Subgroup Sets," in Proceedings of IDA2013, in press.
    • Proceedings of IDA2013
    • Dzyuba, V.1    Van Leeuwen, M.2
  • 13
    • 84890199710 scopus 로고    scopus 로고
    • A survey and empirical comparison of object ranking methods
    • J. Furnkranz and E. Hullermeier, Eds Springer Berlin Heidelberg ch. III
    • T. Kamishima, H. Kazawa, and S. Akaho, " A Survey and Empirical Comparison of Object Ranking Methods," in Preference Learning, J. Furnkranz and E. Hullermeier, Eds. Springer Berlin Heidelberg, 2011, ch. III, pp. 181-202.
    • (2011) Preference Learning , pp. 181-202
    • Kamishima, T.1    Kazawa, H.2    Akaho, S.3
  • 14
    • 0242456822 scopus 로고    scopus 로고
    • Optimizing search engines using clickthrough data
    • T. Joachims, "Optimizing search engines using clickthrough data," in Proceedings of KDD, 2002, pp. 133-142.
    • (2002) Proceedings of KDD , pp. 133-142
    • Joachims, T.1
  • 15
    • 84885668422 scopus 로고    scopus 로고
    • Active feedback in ad hoc information retrieval
    • X. Shen and C. Zhai, " Active feedback in ad hoc information retrieval," in Proceedings of SIGIR, 2005, pp. 59-66.
    • (2005) Proceedings of SIGIR , pp. 59-66
    • Shen, X.1    Zhai, C.2
  • 16
    • 37149038648 scopus 로고    scopus 로고
    • Incorporating diversity and density in active learning for relevance feedback
    • Z. Xu, R. Akella, and Y. Zhang, " Incorporating Diversity and Density in Active Learning for Relevance Feedback," in Proceedings of ECIR, 2007, pp. 246-257.
    • (2007) Proceedings of ECIR , pp. 246-257
    • Xu, Z.1    Akella, R.2    Zhang, Y.3
  • 17
    • 36849045755 scopus 로고    scopus 로고
    • Active exploration for learning rankings from clickthrough data
    • F. Radlinski and T. Joachims, " Active exploration for learning rankings from clickthrough data," in Proceedings of KDD, 2007, pp. 570-579.
    • (2007) Proceedings of KDD , pp. 570-579
    • Radlinski, F.1    Joachims, T.2
  • 18
    • 77958058026 scopus 로고    scopus 로고
    • Fast active exploration for link-based preference learning using gaussian processes
    • Z. Xu, K. Kersting, and T. Joachims, " Fast Active Exploration for Link-Based Preference Learning Using Gaussian Processes," in Proceedings of ECML/PKDD, 2010, pp. 499-514.
    • (2010) Proceedings of ECML/PKDD , pp. 499-514
    • Xu, Z.1    Kersting, K.2    Joachims, T.3
  • 19
    • 84857615668 scopus 로고    scopus 로고
    • An active learning algorithm for ranking from pairwise preferences with an almost optimal query complexity
    • N. Ailon, "An active learning algorithm for ranking from pairwise preferences with an almost optimal query complexity, " Journal of Machine Learning Research, vol. 13, pp. 137-164, 2012.
    • (2012) Journal of Machine Learning Research , vol.13 , pp. 137-164
    • Ailon, N.1
  • 20
    • 33749566545 scopus 로고    scopus 로고
    • Discovering interesting patterns through users interactive feedback
    • D. Xin, X. Shen, Q. Mei, and J. Han, " Discovering Interesting Patterns Through Users Interactive Feedback," in Proceedings of KDD, 2006, pp. 773-778.
    • (2006) Proceedings of KDD , pp. 773-778
    • Xin, D.1    Shen, X.2    Mei, Q.3    Han, J.4
  • 21
    • 71149091435 scopus 로고    scopus 로고
    • Ranking interesting subgroups
    • S. Rueping, "Ranking interesting subgroups," in Proceedings of ICML, 2009, pp. 913-920.
    • (2009) Proceedings of ICML , pp. 913-920
    • Rueping, S.1
  • 22
    • 0001128875 scopus 로고    scopus 로고
    • Multiple uses of frequent sets and condensed representations
    • H. Mannila and H. Toivonen, " Multiple uses of frequent sets and condensed representations," in Proceedings of the KDD, 1996, pp. 189-194.
    • (1996) Proceedings of the KDD , pp. 189-194
    • Mannila, H.1    Toivonen, H.2
  • 23
    • 1942517333 scopus 로고    scopus 로고
    • Incorporating diversity in active learning with support vector machines
    • K. Brinker, "Incorporating diversity in active learning with support vector machines," in Proceedings of ICML, 2003, pp. 59-66.
    • (2003) Proceedings of ICML , pp. 59-66
    • Brinker, K.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.