메뉴 건너뛰기




Volumn 26, Issue 12, 2014, Pages 2900-2913

A unifying framework for mining approximate top-κ binary patterns

Author keywords

0 1 data; approximate top k patterns; communities in bipartite networks; MDL; Mining methods and algorithms

Indexed keywords

0-1 DATA; APPROXIMATE TOP-K PATTERNS; BIPARTITE NETWORK; MDL; MINING METHODS AND ALGORITHMS;

EID: 84908252781     PISSN: 10414347     EISSN: None     Source Type: Journal    
DOI: 10.1109/TKDE.2013.181     Document Type: Article
Times cited : (67)

References (28)
  • 2
    • 79958127484 scopus 로고    scopus 로고
    • Summarizing transactional databases with overlapped hyperrectangles
    • Sep.
    • Y. Xiang, R. Jin, D. Fuhry, and F. F. Dragan, "Summarizing transactional databases with overlapped hyperrectangles," Data Min. Knowl. Discov., vol. 23, no. 2, pp. 215-251, Sep. 2011.
    • (2011) Data Min. Knowl. Discov. , vol.23 , Issue.2 , pp. 215-251
    • Xiang, Y.1    Jin, R.2    Fuhry, D.3    Dragan, F.F.4
  • 3
    • 84874024082 scopus 로고    scopus 로고
    • Mining top-k patterns from binary datasets in presence of noise
    • C. Lucchese, S. Orlando, and R. Perego, "Mining top-k patterns from binary datasets in presence of noise," in Proc. SDM SIAM, 2010, pp. 165-176.
    • (2010) Proc. SDM SIAM , pp. 165-176
    • Lucchese, C.1    Orlando, S.2    Perego, R.3
  • 4
    • 80052648024 scopus 로고    scopus 로고
    • Model order selection for Boolean matrix factorization
    • New York, NY, USA
    • P. Miettinen and J. Vreeken, "Model order selection for Boolean matrix factorization," in Proc. KDD, New York, NY, USA, 2011, pp. 51-59.
    • (2011) Proc. KDD , pp. 51-59
    • Miettinen, P.1    Vreeken, J.2
  • 5
    • 84878022190 scopus 로고    scopus 로고
    • AC-Close: Efficiently mining approximate closed itemsets by core pattern recovery
    • Hong Kong, China
    • H. Cheng, P. S. Yu, and J. Han, "AC-Close: Efficiently mining approximate closed itemsets by core pattern recovery," in Proc. ICDM, Hong Kong, China, 2006, pp. 839-844.
    • (2006) Proc. ICDM , pp. 839-844
    • Cheng, H.1    Yu, P.S.2    Han, J.3
  • 6
    • 77954731191 scopus 로고    scopus 로고
    • A generative pattern model for mining binary datasets
    • Sierre, Switzerland
    • C. Lucchese, S. Orlando, and R. Perego, "A generative pattern model for mining binary datasets," in Proc. SAC, Sierre, Switzerland, 2010, pp. 1109-1110.
    • (2010) Proc. SAC , pp. 1109-1110
    • Lucchese, C.1    Orlando, S.2    Perego, R.3
  • 7
    • 65449190237 scopus 로고    scopus 로고
    • Succinct summarization of transactional databases: An overlapped hyperrectangle scheme
    • Las Vegas, NV, USA
    • Y. Xiang, R. Jin, D. Fuhry, and F. F. Dragan, "Succinct summarization of transactional databases: An overlapped hyperrectangle scheme," in Proc. KDD, Las Vegas, NV, USA, 2008, pp. 758-766.
    • (2008) Proc. KDD , pp. 758-766
    • Xiang, Y.1    Jin, R.2    Fuhry, D.3    Dragan, F.F.4
  • 8
    • 0018015137 scopus 로고
    • Modeling by shortest data description
    • J. Rissanen, "Modeling by shortest data description," Automatica, vol. 14, no. 5, pp. 465-471, 1978.
    • (1978) Automatica , vol.14 , Issue.5 , pp. 465-471
    • Rissanen, J.1
  • 9
    • 17044438212 scopus 로고    scopus 로고
    • Efficient algorithms for mining closed itemsets and their lattice structure
    • Apr.
    • M. J. Zaki and C.-J. Hsiao, "Efficient algorithms for mining closed itemsets and their lattice structure," IEEE Trans. Knowl. Data Eng., vol. 17, no. 4, pp. 462-478, Apr. 2005.
    • (2005) IEEE Trans. Knowl. Data Eng. , vol.17 , Issue.4 , pp. 462-478
    • Zaki, M.J.1    Hsiao, C.-J.2
  • 11
    • 65449186692 scopus 로고    scopus 로고
    • Quantitative evaluation of approximate frequent pattern mining algorithms
    • Las Vegas, NV, USA
    • R. Gupta, G. Fang, B. Field, M. Steinbach, and V. Kumar, "Quantitative evaluation of approximate frequent pattern mining algorithms," in Proc. KDD, Las Vegas, NV, USA, 2008, pp. 301-309.
    • (2008) Proc. KDD , pp. 301-309
    • Gupta, R.1    Fang, G.2    Field, B.3    Steinbach, M.4    Kumar, V.5
  • 12
    • 65449172082 scopus 로고    scopus 로고
    • Direct mining of discriminative and essential frequent patterns via model-based search tree
    • Las Vegas, NV, USA
    • W. Fan et al., "Direct mining of discriminative and essential frequent patterns via model-based search tree," in Proc. KDD, Las Vegas, NV, USA, 2008, pp. 230-238.
    • (2008) Proc. KDD , pp. 230-238
    • Fan, W.1
  • 13
    • 85026972772 scopus 로고    scopus 로고
    • Probabilistic latent semantic indexing
    • Berkeley, CA, USA
    • T. Hofmann, "Probabilistic latent semantic indexing," in Proc. SIGIR, Berkeley, CA, USA, 1999, pp. 50-57.
    • (1999) Proc. SIGIR , pp. 50-57
    • Hofmann, T.1
  • 14
  • 16
    • 19544367592 scopus 로고    scopus 로고
    • Dependencies between transcription factor binding sites: Comparison between ICA, NMF, PLSA and frequent sets
    • Washington, DC, USA
    • H. Hiisila and E. Bingham, "Dependencies between transcription factor binding sites: Comparison between ICA, NMF, PLSA and frequent sets," in Proc. ICDM, Washington, DC, USA, 2004, pp. 114-121.
    • (2004) Proc. ICDM , pp. 114-121
    • Hiisila, H.1    Bingham, E.2
  • 17
    • 76749101527 scopus 로고    scopus 로고
    • Binary matrix factorization for analyzing gene expression data
    • Z. Y. Zhang, T. Li, C. Ding, X. W. Ren, and X. S. Zhang. "Binary matrix factorization for analyzing gene expression data," Data Min. Knowl. Discov., vol. 20, no. 1, pp. 28-52, 2010.
    • (2010) Data Min. Knowl. Discov. , vol.20 , Issue.1 , pp. 28-52
    • Zhang, Z.Y.1    Li, T.2    Ding, C.3    Ren, X.W.4    Zhang, X.S.5
  • 18
    • 9444241025 scopus 로고    scopus 로고
    • A simple algorithm for topic identification in 0-1 data
    • Cavtat-Dubrovnik, Croatia
    • J. Seppänen, E. Bingham, and H. Mannila, "A simple algorithm for topic identification in 0-1 data," in Proc. PKDD, Cavtat-Dubrovnik, Croatia, 2003, pp. 423-434.
    • (2003) Proc. PKDD , pp. 423-434
    • Seppänen, J.1    Bingham, E.2    Mannila, H.3
  • 20
    • 32344435747 scopus 로고    scopus 로고
    • A general model for clustering binary data
    • Chicago, IL, USA
    • T. Li, "A general model for clustering binary data," in Proc. KDD, Chicago, IL, USA, 2005, pp. 188-197.
    • (2005) Proc. KDD , pp. 188-197
    • Li, T.1
  • 21
    • 35048851762 scopus 로고    scopus 로고
    • Geometric and combinatorial tiles in 0-1 data
    • Pisa, Italy
    • A. Gionis, H. Mannila, and J. Seppänen, "Geometric and combinatorial tiles in 0-1 data," in Proc. PKDD, Pisa, Italy, 2004, pp. 173-184.
    • (2004) Proc. PKDD , pp. 173-184
    • Gionis, A.1    Mannila, H.2    Seppänen, J.3
  • 24
    • 70350663120 scopus 로고    scopus 로고
    • Tell me something i don't know: Randomization strategies for iterative data mining
    • Paris, France
    • S. Hanhijärvi et al., "Tell me something i don't know: Randomization strategies for iterative data mining," in Proc. KDD, Paris, France, 2009, pp. 379-388.
    • (2009) Proc. KDD , pp. 379-388
    • Hanhijärvi, S.1
  • 25
    • 80052404600 scopus 로고    scopus 로고
    • Comparing apples and oranges-Measuring differences between data mining results
    • Berlin, Germany
    • N. Tatti and J. Vreeken, "Comparing apples and oranges-Measuring differences between data mining results," in Proc. ECML-PKDD, Berlin, Germany, 2011, pp. 398-413.
    • (2011) Proc. ECML-PKDD , pp. 398-413
    • Tatti, N.1    Vreeken, J.2
  • 26
    • 84874032456 scopus 로고    scopus 로고
    • Dynamic Boolean matrix factorizations
    • Washington, DC, USA
    • P. Miettinen, "Dynamic Boolean matrix factorizations," in Proc. ICDM, Washington, DC, USA, 2012, pp. 519-528.
    • (2012) Proc. ICDM , pp. 519-528
    • Miettinen, P.1
  • 27
    • 0035789315 scopus 로고    scopus 로고
    • Efficient discovery of errortolerant frequent itemsets in high dimensions
    • San Francisco, CA, USA
    • C. Cheng, U. Fayyad, and P. Bradley, "Efficient discovery of errortolerant frequent itemsets in high dimensions," in Proc. KDD, San Francisco, CA, USA, 2001, pp. 194-203.
    • (2001) Proc. KDD , pp. 194-203
    • Cheng, C.1    Fayyad, U.2    Bradley, P.3
  • 28
    • 12244289922 scopus 로고    scopus 로고
    • Support envelopes: A technique for exploring the structure of association patterns
    • New York, NY, USA
    • M. Steinbach, P. Tan, and V. Kumar, "Support envelopes: A technique for exploring the structure of association patterns," in Proc. KDD, New York, NY, USA, 2004, pp. 296-305.
    • (2004) Proc. KDD , pp. 296-305
    • Steinbach, M.1    Tan, P.2    Kumar, V.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.