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Volumn 8, Issue 4, 2014, Pages

MDL4BMF: Minimum description length for boolean matrix factorization

Author keywords

Boolean matrix factorization; Boolean rank; MDL; Minimum description length principle; Model order selection; Model selection; Parameter free; Pattern sets; Summarization

Indexed keywords

DATA MINING; ENCODING (SYMBOLS); FACTORIZATION; NATURAL LANGUAGE PROCESSING SYSTEMS; SIGNAL ENCODING;

EID: 84908225464     PISSN: 15564681     EISSN: 1556472X     Source Type: Journal    
DOI: 10.1145/2601437     Document Type: Article
Times cited : (70)

References (75)
  • 3
    • 71749101259 scopus 로고    scopus 로고
    • Discovery of optimal factors in binary data via a novel method of matrix decomposition
    • 2010
    • Radim B elohlavek and Vilém Vychodil. 2010. Discovery of optimal factors in binary data via a novel method of matrix decomposition. Journal of Computing System Science 76, 1 (2010), 3-20.
    • (2010) Journal of Computing System Science , vol.76 , Issue.1 , pp. 3-20
    • Belohlavek, R.1    Vychodil, V.2
  • 5
    • 84937549955 scopus 로고
    • The scree test for the number of factors
    • R. Cattell. 1966. The scree test for the number of factors. Multivariate Behavioral Research 1 (1966), 245-276.
    • (1966) Multivariate Behavioral Research , vol.1 , Issue.1966 , pp. 245-276
    • Cattell, R.1
  • 6
    • 34547803269 scopus 로고    scopus 로고
    • Summarization-compressing data into an informative representation
    • 2007
    • Varun Chandola and Vipin Kumar. 2007. Summarization-compressing data into an informative representation. Knowledge and Information Systems 12, 3 (2007), 355-378.
    • (2007) Knowledge and Information Systems , vol.12 , Issue.3 , pp. 355-378
    • Chandola, V.1    Kumar, V.2
  • 9
    • 80855141626 scopus 로고    scopus 로고
    • Maximum entropy models and subjective interestingness: An application to tiles in binary databases
    • 2011
    • Tijl De Bie. 2011. Maximum entropy models and subjective interestingness: An application to tiles in binary databases. Data Mining and Knowledge Discovery 23, 3 (2011), 407-44 6.
    • (2011) Data Mining and Knowledge Discovery , vol.23 , Issue.3 , pp. 407-446
    • De Bie, T.1
  • 10
    • 0001084326 scopus 로고
    • Hierarchical classes: Model and data analysis
    • Sept. 1988
    • Paul De Boeck and Seymour Rosenberg. 1988. Hierarchical classes: Model and data analysis. Psychometrika 53, 3 (Sept. 1988), 361-381.
    • (1988) Psychometrika , vol.53 , Issue.3 , pp. 361-381
    • De Boeck, P.1    Rosenberg, S.2
  • 11
    • 0038034110 scopus 로고    scopus 로고
    • Model selection and cross validation in additive main effect and multiplicative interaction models
    • Carlos T. dos S. Dias and Wojtek J. Krzanowski. 2003. Model selection and cross validation in additive main effect and multiplicative interaction models. Crop Science 43 (2003), 865-873.
    • (2003) Crop Science , vol.43 , Issue.2003 , pp. 865-873
    • Dos, C.T.1    Dias, S.2    Krzanowski, W.J.3
  • 12
    • 34248780815 scopus 로고    scopus 로고
    • Finnish dialect at las for quantitative studies
    • 1997
    • Sheila M. Embleton and Eric S. Wheeler. 1997. Finnish dialect at las for quantitative studies. Journal of Quantitative Linguistics 4, 1-3 (1997), 99-102.
    • (1997) Journal of Quantitative Linguistics , vol.4 , Issue.1-3 , pp. 99-102
    • Embleton, S.M.1    Wheeler, E.S.2
  • 13
    • 34248735111 scopus 로고    scopus 로고
    • Computerized dialect atlas of finnish:dealing with ambiguity
    • 2000
    • Sheila M. Embleton andEric S.Wheeler. 2000. Computerized dialect atlas of Finnish:Dealing with ambiguity. Journal of Quantitative Linguistics 7, 3 (2000), 227-231.
    • (2000) Journal of Quantitative Linguistics , vol.7 , Issue.3 , pp. 227-231
    • Embleton, S.M.1    Wheeler, E.S.2
  • 14
    • 34547284903 scopus 로고    scopus 로고
    • On data mining, compression and kolmogorov complexity
    • Issue 1
    • Christos Faloutsos and Vasilis Megalooikonomou. 2007. On data mining, compression and Kolmogorov Complexity. Data Mining and Knowledge Discovery 15 (2007), 3-20. Issue 1.
    • (2007) Data Mining and Knowledge Discovery , vol.15 , Issue.2007 , pp. 3-20
    • Faloutsos, C.1    Megalooikonomou, V.2
  • 33
    • 48349148253 scopus 로고    scopus 로고
    • On the positive-negative partial set cover problem
    • 2008
    • Pauli Miettinen. 2 008. On the positive-negative partial set cover problem. Information Processing Letters 108, 4 (2008), 219-221.
    • (2008) Information Processing Letters , vol.108 , Issue.4 , pp. 219-221
    • Miettinen, P.1
  • 42
    • 80053305876 scopus 로고    scopus 로고
    • Efficient mining of all margin-closed itemsets with applications in temporal knowledge discovery and classification by compression
    • 2011
    • Fabian Moerchen, Michael Thies, and Alfred Ultsch. 2011. Efficient mining of all margin-closed itemsets with applications in temporal knowledge discovery and classification by compression. Knowledge and Information Systems 29, 1 (2011), 55-80.
    • (2011) Knowledge and Information Systems , vol.29 , Issue.1 , pp. 55-80
    • Moerchen, F.1    Thies, M.2    Ultsch, A.3
  • 43
    • 0007202012 scopus 로고
    • A survey of clique and biclique coverings and factorizations of 0, 1)-matrices
    • Sylvia D. Monson, Norman J. Pullman, and Rolf Rees. 1995. A survey of clique and biclique coverings and factorizations of (0, 1)-matrices. Bulletin of the ICA 14 (1995), 17-86.
    • (1995) Bulletin of the ICA , vol.14 , Issue.1995 , pp. 17-86
    • Monson, S.D.1    Pullman, N.J.2    Rees, R.3
  • 45
    • 0018004054 scopus 로고
    • A mathematical analysis of human leukocyte antigen serology
    • Dana S. Nau, George Marko wsky, Max A. Woodbury, and D. Bernard Amos. 1978. A mathematical analysis of human leukocyte antigen serology. Mathematical Biosciences 40 (1978), 243-270.
    • (1978) Mathematical Biosciences , vol.40 , Issue.1978 , pp. 243-270
    • Nau, D.S.1    Markowsky, G.2    Woodbury, M.A.3    Amos, D.B.4
  • 46
    • 0020721236 scopus 로고
    • Digital image compression by outer product expansion
    • 1983
    • Dianne P. O'leary and Shmuel Peleg. 1983. Digital image compression by outer product expansion. IEEE Transactions on Communications 31, 3 (1983), 441-444.
    • (1983) IEEE Transactions on Communications , vol.31 , Issue.3 , pp. 441-444
    • O'Leary, D.P.1    Peleg, S.2
  • 47
    • 71549165598 scopus 로고    scopus 로고
    • Bi-cross-validation of the svd and the nonnegative matrix factorization
    • June 2009
    • Art B. Owen and Patrick O. Perry. 2009. Bi-cross-validation of the SVD and the nonnegative matrix factorization. Annals of Applied Statistics 3, 2 (June 2009), 564-594.
    • (2009) Annals of Applied Statistics , vol.3 , Issue.2 , pp. 564-594
    • Owen, A.B.1    Perry, P.O.2
  • 48
    • 0028561099 scopus 로고
    • Positive matrix factorization: A non-negative factor model with optimal utilization of error estimates of data values
    • Pentti Paatero and Unto Tapper. 1994. Positive matrix factorization: A non-negative factor model with optimal utilization of error estimates of data values. Environmetrics 5 (1994), 111-126.
    • (1994) Environmetrics , vol.5 , Issue.1994 , pp. 111-126
    • Paatero, P.1    Tapper, U.2
  • 50
    • 40649090828 scopus 로고    scopus 로고
    • An axiomatic approach to intrinsic dimension of a dataset
    • 2008
    • V. Pestov. 2008. An axiomatic approach to intrinsic dimension of a dataset. Neural Networks 21, 2-3 (2008), 204-213.
    • (2008) Neural Networks , vol.21 , Issue.2-3 , pp. 204-213
    • Pestov, V.1
  • 51
    • 0024627518 scopus 로고
    • Inferring decision trees using the minimum description length principle
    • 1989
    • J. Ross Quinlan and Ronald L. Rivest. 1989. Inferring decision trees using the minimum description length principle. Information and Computation 80, 3 (1989), 227-248.
    • (1989) Information and Computation , vol.80 , Issue.3 , pp. 227-248
    • Quinlan, J.R.1    Rivest, R.L.2
  • 52
    • 0018015137 scopus 로고
    • Modeling by shortest data description
    • 1978
    • Jorma Rissanen. 1978. Modeling by shortest data description. Automatica 14, 1 (1978), 465-471.
    • (1978) Automatica , vol.14 , Issue.1 , pp. 465-471
    • Rissanen, J.1
  • 53
    • 0001098776 scopus 로고
    • Modeling by shortest data description
    • 1983
    • Jorma Rissanen. 1983. Modeling by shortest data description. The Annals of Statistics 11, 2 (1983), 416-431.
    • (1983) The Annals of Statistics , vol.11 , Issue.2 , pp. 416-431
    • Rissanen, J.1
  • 56
    • 0000120766 scopus 로고
    • Estimating the dimension of a model
    • 1978
    • Gideon Schwarz. 1978. Estimating the dimension of a model. The Annals of Statistics 6, 2 (1978), 461-464.
    • (1978) The Annals of Statistics , vol.6 , Issue.2 , pp. 461-464
    • Schwarz, G.1
  • 57
    • 84876027180 scopus 로고    scopus 로고
    • Extended mdl principle for feature-based inductive transfer learning
    • 2013
    • Hao Shao, Bin Tong, and E inoshin Suzuki. 2013. Extended MDL principle for feature-based inductive transfer learning. Knowledge and Information Systems 35, 2 (2013), 365-389. DOI:http://dx.doi.org/10.1007/s10115-012-0505-x
    • (2013) Knowledge and Information Systems , vol.35 , Issue.2 , pp. 365-389
    • Shao, H.1    Tong, B.2    Suzuki, E.3
  • 71
    • 79958127484 scopus 로고    scopus 로고
    • Summarizing transactional databases with overlapped hyperrectangles
    • 2010
    • Y. Xiang, R. Jin, D. Fuhry, and F. Dragan. 2010. Summarizing transactional databases with overlapped hyperrectangles. Data Mining and Knowledge Discovery 23, 2 (2010), 215-251.
    • (2010) Data Mining and Knowledge Discovery , vol.23 , Issue.2 , pp. 215-251
    • Xiang, Y.1    Jin, R.2    Fuhry, D.3    Dragan, F.4
  • 73
    • 0013539264 scopus 로고
    • The guttman-kaiser criterion as a predictor of the number of common factors
    • 1982
    • K. A. Yeomans and P. A. Golder. 1982. The Guttman-Kaiser criterion as a predictor of the number of common factors. The Statistician 31, 3 (1982), 221-229.
    • (1982) The Statistician , vol.31 , Issue.3 , pp. 221-229
    • Yeomans, K.A.1    Golder, P.A.2
  • 75
    • 33750328441 scopus 로고    scopus 로고
    • Automatic dimensionality selection from the scree plot via the use of profile likelihood
    • 2006
    • M. Zhu and A. Ghodsi. 2006. Automatic dimensionality selection from the scree plot via the use of profile likelihood. Computational Statistics and Data Analysis 51, 2 (2006), 918-930.
    • (2006) Computational Statistics and Data Analysis , vol.51 , Issue.2 , pp. 918-930
    • Zhu, M.1    Ghodsi, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.