메뉴 건너뛰기




Volumn , Issue , 2014, Pages 445-456

Descriptive and prescriptive data cleaning

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; BENCHMARKING; REPAIR;

EID: 84904358688     PISSN: 07308078     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2588555.2610520     Document Type: Conference Paper
Times cited : (46)

References (22)
  • 1
    • 80052917068 scopus 로고    scopus 로고
    • Sampling the repairs of functional dependency violations under hard constraints
    • G. Beskales, I. F. Ilyas, and L. Golab. Sampling the repairs of functional dependency violations under hard constraints. PVLDB, 3(1):197-207, 2010.
    • (2010) PVLDB , vol.3 , Issue.1 , pp. 197-207
    • Beskales, G.1    Ilyas, I.F.2    Golab, L.3
  • 3
    • 84881365460 scopus 로고    scopus 로고
    • Holistic data cleaning: Putting violations into context
    • X. Chu, I. F. Ilyas, and P. Papotti. Holistic data cleaning: Putting violations into context. In ICDE, 2013.
    • (2013) ICDE
    • Chu, X.1    Ilyas, I.F.2    Papotti, P.3
  • 4
    • 0000301097 scopus 로고
    • A greedy heuristic for the set-covering problem
    • V. Chvatal. A greedy heuristic for the set-covering problem. Mathematics of operations research, 4(3):233-235, 1979.
    • (1979) Mathematics of Operations Research , vol.4 , Issue.3 , pp. 233-235
    • Chvatal, V.1
  • 5
    • 84863011844 scopus 로고    scopus 로고
    • On the complexity of view update analysis and its application to annotation propagation
    • G. Cong, W. Fan, F. Geerts, J. Li, and J. Luo. On the complexity of view update analysis and its application to annotation propagation. IEEE TKDE, 24(3):506-519, 2012.
    • (2012) IEEE TKDE , vol.24 , Issue.3 , pp. 506-519
    • Cong, G.1    Fan, W.2    Geerts, F.3    Li, J.4    Luo, J.5
  • 6
    • 0033875760 scopus 로고    scopus 로고
    • Practical lineage tracing in data warehouses
    • Y. Cui and J. Widom. Practical lineage tracing in data warehouses. In ICDE, pages 367-378, 2000.
    • (2000) ICDE , pp. 367-378
    • Cui, Y.1    Widom, J.2
  • 9
    • 79953184736 scopus 로고    scopus 로고
    • Propagating functional dependencies with conditions
    • W. Fan, S. Ma, Y. Hu, J. Liu, and Y. Wu. Propagating functional dependencies with conditions. PVLDB, 1(1):391-407, 2008.
    • (2008) PVLDB , vol.1 , Issue.1 , pp. 391-407
    • Fan, W.1    Ma, S.2    Hu, Y.3    Liu, J.4    Wu, Y.5
  • 10
    • 84882696854 scopus 로고    scopus 로고
    • The llunatic data-cleaning framework
    • F. Geerts, G. Mecca, P. Papotti, and D. Santoro. The Llunatic Data-Cleaning Framework. PVLDB, 6(9):625-636, 2013.
    • (2013) PVLDB , vol.6 , Issue.9 , pp. 625-636
    • Geerts, F.1    Mecca, G.2    Papotti, P.3    Santoro, D.4
  • 11
    • 79959950627 scopus 로고    scopus 로고
    • Explaining missing answers to spjua queries
    • M. Herschel and M. A. Hernandez. Explaining missing answers to spjua queries. PVLDB, 3(1):185-196, 2010.
    • (2010) PVLDB , vol.3 , Issue.1 , pp. 185-196
    • Herschel, M.1    Hernandez, M.A.2
  • 12
    • 34250227246 scopus 로고
    • Heuristics for the fixed cost median problem
    • D. S. Hochbaum. Heuristics for the fixed cost median problem. Mathematical programming, 22(1):148-162, 1982.
    • (1982) Mathematical Programming , vol.22 , Issue.1 , pp. 148-162
    • Hochbaum, D.S.1
  • 14
    • 79959979272 scopus 로고    scopus 로고
    • Sensitivity analysis and explanations for robust query evaluation in probabilistic databases
    • B. Kanagal, J. Li, and A. Deshpande. Sensitivity analysis and explanations for robust query evaluation in probabilistic databases. In SIGMOD, pages 841-852, 2011.
    • (2011) SIGMOD , pp. 841-852
    • Kanagal, B.1    Li, J.2    Deshpande, A.3
  • 15
    • 77951101246 scopus 로고    scopus 로고
    • On approximating optimum repairs for functional dependency violations
    • S. Kolahi and L. V. S. Lakshmanan. On approximating optimum repairs for functional dependency violations. In ICDT, 2009.
    • (2009) ICDT
    • Kolahi, S.1    Lakshmanan, L.V.S.2
  • 16
    • 79959996140 scopus 로고    scopus 로고
    • Tracing data errors with view-conditioned causality
    • A. Meliou, W. Gatterbauer, S. Nath, and D. Suciu. Tracing data errors with view-conditioned causality. In SIGMOD, pages 505-516, 2011.
    • (2011) SIGMOD , pp. 505-516
    • Meliou, A.1    Gatterbauer, W.2    Nath, S.3    Suciu, D.4
  • 18
    • 0005983330 scopus 로고    scopus 로고
    • Clustering in massive data sets
    • Springer
    • F. Murtagh. Clustering in massive data sets. In Handbook of massive data sets, pages 501-543. Springer, 2002.
    • (2002) Handbook of Massive Data Sets , pp. 501-543
    • Murtagh, F.1
  • 19
    • 77954731842 scopus 로고    scopus 로고
    • How to conquer why-not questions
    • Q. T. Tran and C.-Y. Chan. How to conquer why-not questions. In SIGMOD, pages 15-26, 2010.
    • (2010) SIGMOD , pp. 15-26
    • Tran, Q.T.1    Chan, C.-Y.2
  • 20
    • 84904369598 scopus 로고    scopus 로고
    • Transaction Processing Performance Council
    • Transaction Processing Performance Council. The TPC Benchmark H 2.16.0. http://www.tpc.org/tpch, 2013.
    • (2013) The TPC Benchmark H 2.16.0
  • 21
    • 84881115711 scopus 로고    scopus 로고
    • Scorpion: Explaining away outliers in aggregate queries
    • E. Wu and S. Madden. Scorpion: Explaining away outliers in aggregate queries. PVLDB, 6(8):553-564, 2013.
    • (2013) PVLDB , vol.6 , Issue.8 , pp. 553-564
    • Wu, E.1    Madden, S.2
  • 22
    • 84873113399 scopus 로고    scopus 로고
    • A demonstration of dbwipes: Clean as you query
    • E. Wu, S. Madden, and M. Stonebraker. A demonstration of dbwipes: Clean as you query. PVLDB, 5(12):1894-1897, 2012.
    • (2012) PVLDB , vol.5 , Issue.12 , pp. 1894-1897
    • Wu, E.1    Madden, S.2    Stonebraker, M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.