메뉴 건너뛰기




Volumn , Issue , 2008, Pages 819-831

Finding frequent items in probabilistic data

Author keywords

Heavy hitters; Probabilistic data; Uncertain databases; X relation model

Indexed keywords

INFORMATION THEORY; MANAGEMENT INFORMATION SYSTEMS;

EID: 57149143965     PISSN: 07308078     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1376616.1376698     Document Type: Conference Paper
Times cited : (157)

References (40)
  • 1
    • 34548736497 scopus 로고    scopus 로고
    • On density based transforms for uncertain data mining
    • C. Aggarwal. On density based transforms for uncertain data mining. In ICDE, 2007.
    • (2007) ICDE
    • Aggarwal, C.1
  • 3
    • 0002221136 scopus 로고
    • Fast algorithms for mining association rules in large databases
    • R. Agrawal and R. Srikant. Fast algorithms for mining association rules in large databases. In VLDB, 1994.
    • (1994) VLDB
    • Agrawal, R.1    Srikant, R.2
  • 5
    • 34548734138 scopus 로고    scopus 로고
    • 106 worlds and beyond: Efficient representation and processing of incomplete information
    • 106 worlds and beyond: Efficient representation and processing of incomplete information. In ICDE, 2007.
    • (2007) ICDE
    • Antova, L.1    Koch, C.2    Olteanu, D.3
  • 6
    • 35448929116 scopus 로고    scopus 로고
    • From complete to incomplete information and back
    • L. Antova, C. Koch, and D. Olteanu. From complete to incomplete information and back. In SIGMOD, 2007.
    • (2007) SIGMOD
    • Antova, L.1    Koch, C.2    Olteanu, D.3
  • 8
    • 1142279457 scopus 로고    scopus 로고
    • Robust and efficient fuzzy match for online data cleaning
    • S. Chaudhuri, K. Ganjam, V. Ganti, and R. Motwani. Robust and efficient fuzzy match for online data cleaning. In SIGMOD, 2003.
    • (2003) SIGMOD
    • Chaudhuri, S.1    Ganjam, K.2    Ganti, V.3    Motwani, R.4
  • 9
    • 1142291577 scopus 로고    scopus 로고
    • Evaluating probabilistic queries over imprecise data
    • R. Cheng, D. Kalashnikov, and S. Prabhakar. Evaluating probabilistic queries over imprecise data. In SIGMOD, 2003.
    • (2003) SIGMOD
    • Cheng, R.1    Kalashnikov, D.2    Prabhakar, S.3
  • 10
    • 35448935668 scopus 로고    scopus 로고
    • Sketching probabilistic data streams
    • G. Cormode and M. Garofalakis. Sketching probabilistic data streams. In SIGMOD, 2007.
    • (2007) SIGMOD
    • Cormode, G.1    Garofalakis, M.2
  • 11
    • 3142735161 scopus 로고    scopus 로고
    • Diamond in the rough: Finding hierarchical heavy hitters in multi-dimensional data
    • G. Cormode, F. Korn, S. Muthukrisfman, and D. Srivastava. Diamond in the rough: finding hierarchical heavy hitters in multi-dimensional data. In SIGMOD, 2004.
    • (2004) SIGMOD
    • Cormode, G.1    Korn, F.2    Muthukrisfman, S.3    Srivastava, D.4
  • 12
    • 1142305378 scopus 로고    scopus 로고
    • What's hot and what's not: Tracking most frequent items dynamically
    • G. Cormode and S. Muthukrishnan. What's hot and what's not: tracking most frequent items dynamically. In PODS, 2003.
    • (2003) PODS
    • Cormode, G.1    Muthukrishnan, S.2
  • 13
    • 84938961099 scopus 로고    scopus 로고
    • Efficient query evaluation on probabilistic databases
    • N. Dalvi and D. Suciu. Efficient query evaluation on probabilistic databases. In VLDB, 2004.
    • (2004) VLDB
    • Dalvi, N.1    Suciu, D.2
  • 14
    • 36148994784 scopus 로고    scopus 로고
    • Efficient query evaluation on probabilistic databases
    • N. Dalvi and D. Suciu. Efficient query evaluation on probabilistic databases. VLDB Journal, 16(4):523-544, 2007.
    • (2007) VLDB Journal , vol.16 , Issue.4 , pp. 523-544
    • Dalvi, N.1    Suciu, D.2
  • 15
    • 57149123086 scopus 로고    scopus 로고
    • E. D. Demaine, A. López-Ortiz, and J. I. Munro. Frequency estimation of internet packet streams with limited space. In ESA, 2002.
    • E. D. Demaine, A. López-Ortiz, and J. I. Munro. Frequency estimation of internet packet streams with limited space. In ESA, 2002.
  • 17
    • 8344244607 scopus 로고    scopus 로고
    • New directions in traffic measurement and accounting
    • C. Estan and G. Varghese. New directions in traffic measurement and accounting. In SIGCOMM, 2002.
    • (2002) SIGCOMM
    • Estan, C.1    Varghese, G.2
  • 19
    • 29844448776 scopus 로고    scopus 로고
    • ConQuer: Efficient management of inconsistent databases
    • A. Fuxman, E. Fazli, and R. J. Miller. ConQuer: efficient management of inconsistent databases. In SIGMOD, 2005.
    • (2005) SIGMOD
    • Fuxman, A.1    Fazli, E.2    Miller, R.J.3
  • 20
    • 0032092365 scopus 로고    scopus 로고
    • New sampling-based summary statistics for improving approximate query answers
    • P. B. Gibbons and Y. Matias. New sampling-based summary statistics for improving approximate query answers. In SIGMOD, 1998.
    • (1998) SIGMOD
    • Gibbons, P.B.1    Matias, Y.2
  • 22
    • 0034825777 scopus 로고    scopus 로고
    • Efficient computation of iceberg cubes wdth complex measures
    • J. Han, J. Pei, G. Dong, and K. Wang. Efficient computation of iceberg cubes wdth complex measures. In SIGMOD, 2001.
    • (2001) SIGMOD
    • Han, J.1    Pei, J.2    Dong, G.3    Wang, K.4
  • 23
    • 0013331361 scopus 로고    scopus 로고
    • Real-world data is dirty: Data cleansing and the merge/purge problem
    • M. A. Hernandez and S. J. Stolfo. Real-world data is dirty: Data cleansing and the merge/purge problem. Data Mining and Knowledge Discovery, 2(l):9-37, 1998.
    • (1998) Data Mining and Knowledge Discovery , vol.2 , Issue.L , pp. 9-37
    • Hernandez, M.A.1    Stolfo, S.J.2
  • 24
    • 35448934923 scopus 로고    scopus 로고
    • Estimating statistical aggregates on probabilistic data streams
    • T. S. Jayram, A. McGregor, S. Muthukrishnan, and E. Vee. Estimating statistical aggregates on probabilistic data streams. In PODS, 2007.
    • (2007) PODS
    • Jayram, T.S.1    McGregor, A.2    Muthukrishnan, S.3    Vee, E.4
  • 25
    • 8644256210 scopus 로고    scopus 로고
    • Dynamically maintaining frequent items over a data stream
    • C. Jin, W. Qian, C. Sha, J. X. Yu, and A. Zhou. Dynamically maintaining frequent items over a data stream. In CIKM, 2003.
    • (2003) CIKM
    • Jin, C.1    Qian, W.2    Sha, C.3    Yu, J.X.4    Zhou, A.5
  • 26
    • 52649107508 scopus 로고    scopus 로고
    • Online filtering, smoothing and probabilistic modeling of streaming data
    • B. Kanagal and A. Deshpande. Online filtering, smoothing and probabilistic modeling of streaming data. In ICDE, 2008.
    • (2008) ICDE
    • Kanagal, B.1    Deshpande, A.2
  • 27
    • 0348252034 scopus 로고    scopus 로고
    • A simple algorithm for finding frequent elements in streams and bags
    • R. M. Karp, S. Shenker, and C. H. Papadimitriou. A simple algorithm for finding frequent elements in streams and bags. ACM Trans. Database Syst., 28(1), 2003.
    • (2003) ACM Trans. Database Syst , vol.28 , Issue.1
    • Karp, R.M.1    Shenker, S.2    Papadimitriou, C.H.3
  • 28
    • 34250676594 scopus 로고    scopus 로고
    • A simpler and more efficient deterministic scheme for finding frequent items over sliding windows
    • L. K. Lee and H. F. Ting. A simpler and more efficient deterministic scheme for finding frequent items over sliding windows. In PODS, 2006.
    • (2006) PODS
    • Lee, L.K.1    Ting, H.F.2
  • 29
    • 34548771721 scopus 로고    scopus 로고
    • APLA: Indexing arbitrary probability distributions
    • V. Ljosa and A. Singh. APLA: Indexing arbitrary probability distributions. In ICDE, 2007.
    • (2007) ICDE
    • Ljosa, V.1    Singh, A.2
  • 30
    • 28444483527 scopus 로고    scopus 로고
    • Finding (recently) frequent items in distributed data streams
    • A. Manjhi, V. Shkapenyuk, K. Dhamdhere, and C. Olston. Finding (recently) frequent items in distributed data streams. In ICDE, 2005.
    • (2005) ICDE
    • Manjhi, A.1    Shkapenyuk, V.2    Dhamdhere, K.3    Olston, C.4
  • 31
    • 2442443820 scopus 로고    scopus 로고
    • Approximate frequency counts over data streams
    • G. S. Manku and R. Motwani. Approximate frequency counts over data streams. In VLDB, 2002.
    • (2002) VLDB
    • Manku, G.S.1    Motwani, R.2
  • 32
    • 33750185779 scopus 로고    scopus 로고
    • An integrated efficient solution for computing frequent and top-k elements in data streams
    • A. Metwally, D. Agrawal, and A. E. Abbadi. An integrated efficient solution for computing frequent and top-k elements in data streams. ACM Trans. Database Syst., 31(3):1095-1133, 2006.
    • (2006) ACM Trans. Database Syst , vol.31 , Issue.3 , pp. 1095-1133
    • Metwally, A.1    Agrawal, D.2    Abbadi, A.E.3
  • 33
    • 85011068489 scopus 로고    scopus 로고
    • Probabilistic skylines on uncertain data
    • J. Pei, B. Jiang, X. Lin, and Y. Yuan. Probabilistic skylines on uncertain data. In VLDB, 2007.
    • (2007) VLDB
    • Pei, J.1    Jiang, B.2    Lin, X.3    Yuan, Y.4
  • 34
    • 34548714632 scopus 로고    scopus 로고
    • Efficient top-k query evaluation on probalistic databases
    • C. Re, N. Dalvi, and D. Suciu. Efficient top-k query evaluation on probalistic databases. In ICDE, 2007.
    • (2007) ICDE
    • Re, C.1    Dalvi, N.2    Suciu, D.3
  • 35
    • 84864155404 scopus 로고    scopus 로고
    • Materialized views in probabilistic databases for information exchange and query optimization
    • C. Re and D. Suciu. Materialized views in probabilistic databases for information exchange and query optimization. In VLDB, 2007.
    • (2007) VLDB
    • Re, C.1    Suciu, D.2
  • 37
    • 34548772330 scopus 로고    scopus 로고
    • Representing and querying correlated tuples in probabilistic databases
    • P. Sen and A. Deshpande. Representing and querying correlated tuples in probabilistic databases. In ICDE, 2007.
    • (2007) ICDE
    • Sen, P.1    Deshpande, A.2
  • 39
    • 34548724406 scopus 로고    scopus 로고
    • Top-k query processing in uncertain databases
    • M. A. Soliman, I. F. Ilyas, and K. C. Chang. Top-k query processing in uncertain databases. In ICDE, 2007.
    • (2007) ICDE
    • Soliman, M.A.1    Ilyas, I.F.2    Chang, K.C.3
  • 40
    • 33745614117 scopus 로고    scopus 로고
    • Indexing multi-dimensional uncertain data with arbitrary probability density functions
    • Y. Tao, R. Cheng, X. Xiao, W. K. Ngai, B. Kao, and S. Prabhakar. Indexing multi-dimensional uncertain data with arbitrary probability density functions. In VLDB, 2005.
    • (2005) VLDB
    • Tao, Y.1    Cheng, R.2    Xiao, X.3    Ngai, W.K.4    Kao, B.5    Prabhakar, S.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.