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Volumn , Issue , 2010, Pages 58-67

iSAX 2.0: Indexing and mining one billion time series

Author keywords

Data mining; Indexing; Representations; Time series

Indexed keywords

BULK LOADING; DATA COLLECTION; DATA SETS; DIVERSE DOMAINS; IMAGE COLLECTIONS; INDEXING; MASSIVE DATA; MASSIVE DATA SETS; REPRESENTATIONS;

EID: 79951730065     PISSN: 15504786     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDM.2010.124     Document Type: Conference Paper
Times cited : (189)

References (27)
  • 1
    • 3142777878 scopus 로고    scopus 로고
    • Indexing spatio-temporal trajectories with chebyshev polynomials
    • Cai, Y. and Ng, R. 2004. Indexing spatio-temporal trajectories with Chebyshev polynomials. In Proc. SIGMOD 2004. 599-610.
    • (2004) Proc. SIGMOD 2004 , pp. 599-610
    • Cai, Y.1    Ng, R.2
  • 3
    • 65449164304 scopus 로고    scopus 로고
    • iSAX: Indexing and mining terabyte sized time series
    • J. Shieh and E. Keogh. iSAX: indexing and mining terabyte sized time series. In ACM SIGKDD, 2008
    • (2008) ACM SIGKDD
    • Shieh, J.1    Keogh, E.2
  • 4
    • 0242584906 scopus 로고    scopus 로고
    • Characterisation of the feeding behaviour of western flower thrips in terms of electrical penetration graph (EPG) waveforms
    • DOI 10.1016/S0022-1910(02)00255-X
    • Kindt F., Joosten N.N., Peters D., Tjallingii W.F. 2003. Characterisation of the feeding behaviour of western flower thrips in terms of EPG waveforms. J. Insect Physiol. 49: 183-91 (Pubitemid 36409022)
    • (2003) Journal of Insect Physiology , vol.49 , Issue.3 , pp. 183-191
    • Kindt, F.1    Joosten, N.N.2    Peters, D.3    Tjallingii, W.F.4
  • 5
    • 79951757060 scopus 로고    scopus 로고
    • Assimilation efficiency of free and protein amino acids by H. Vitripennis feeding on C. Sinensis and V. Vinifera
    • March 1, 2009
    • Andersen, P., Brodbeck, B., Mizell, R. (2009) Assimilation efficiency of free and protein amino acids by H. vitripennis feeding on C.sinensis and V. vinifera. Florida Entomologist. March 1, 2009.
    • (2009) Florida Entomologist
    • Andersen, P.1    Brodbeck, B.2    Mizell, R.3
  • 6
    • 68349104948 scopus 로고    scopus 로고
    • The AC-DC correlation monitor: New EPG design with flexible input resistors to detect both R and emf components for any piercing-sucking hemipteran
    • October 2009
    • Backus, E. & Bennett, W. (2009). The AC-DC Correlation Monitor: New EPG design with flexible input resistors to detect both R and emf components for any piercing-sucking hemipteran. Journal of Insect Physiology. Vol 55, Issue 10, October 2009, Pages 869-884
    • (2009) Journal of Insect Physiology , vol.55 , Issue.10 , pp. 869-884
    • Backus, E.1    Bennett, W.2
  • 8
    • 54749092170 scopus 로고    scopus 로고
    • 80 million tiny images: A large data set for nonparametric object and scene recognition
    • (2008)
    • A. Torralba, R. Fergus, W. T. Freeman (2008). 80 Million Tiny Images: A Large Data Set for Nonparametric Object and Scene Recognition. IEEE PAMI Vol. 30, No. 11. (2008), pp. 1958-1970.
    • (2008) IEEE PAMI , vol.30 , Issue.11 , pp. 1958-1970
    • Torralba, A.1    Fergus, R.2    Freeman, W.T.3
  • 9
    • 70849126253 scopus 로고    scopus 로고
    • The unreasonable effectiveness of data
    • A. Halevy, P. Norvig, and F. Pereira (2009). The Unreasonable Effectiveness of Data," IEEE Intell. Syst., vol. 24, no. 2, pp. 8-12.
    • (2009) IEEE Intell. Syst. , vol.24 , Issue.2 , pp. 8-12
    • Halevy, A.1    Norvig, P.2    Pereira, F.3
  • 10
    • 50649096979 scopus 로고    scopus 로고
    • The end of theory: The data deluge makes the scientific method obsolete
    • June 23
    • C. Anderson, "The End of Theory: The Data Deluge Makes the Scientific Method Obsolete," Wired, vol. 16, no. 7, June 23, 2008.
    • (2008) Wired , vol.16 , Issue.7
    • Anderson, C.1
  • 11
    • 0032888263 scopus 로고    scopus 로고
    • Mouse Chromosome 16
    • DOI 10.1007/s003359901135
    • Reeves, R.H. and Cabin, D.E. (1999) Mouse chromosome 16. Mamm. Genome, 10, 957. (Pubitemid 29470930)
    • (1999) Mammalian Genome , vol.10 , Issue.10 , pp. 957
    • Reeves, R.H.1    Cabin, D.E.2
  • 13
    • 1542563409 scopus 로고    scopus 로고
    • Initial sequencing and comparative analysis of the mouse genome
    • Asif, T.C., et al. 2002. Initial sequencing and comparative analysis of the mouse genome. Nature 420: 520-562
    • (2002) Nature , vol.420 , pp. 520-562
    • Asif, T.C.1
  • 14
    • 84867136666 scopus 로고    scopus 로고
    • Querying and mining of time series data: Experimental comparison of representations and distance measures
    • Ding, H. Trajcevski, G., Scheuermann, P., Wang, X., Keogh. E. Querying and mining of time series data: experimental comparison of representations and distance measures. PVLDB 1(2): 1542-1552 (2008)
    • (2008) PVLDB , vol.1 , Issue.2 , pp. 1542-1552
    • Ding, H.1    Trajcevski, G.2    Scheuermann, P.3    Wang, X.4    Keogh, E.5
  • 15
    • 84958746621 scopus 로고    scopus 로고
    • Rundensteiner: Gbi: A generalized R-tree bulk-insertion strategy
    • Rupesh Choubey, Li Chen, Elke A. Rundensteiner: GBI: A Generalized R-Tree Bulk-Insertion Strategy. SSD 1999: 91-108
    • SSD 1999 , pp. 91-108
    • Choubey, R.1    Li, C.2    Elke, A.3
  • 16
    • 84896549217 scopus 로고    scopus 로고
    • Improving performance with bulk-inserts in oracle R-trees
    • An, N., Venkata, K. Kanth, R., Ravada, S. Improving Performance with Bulk-Inserts in Oracle R-Trees. VLDB 2003: 948-951
    • VLDB 2003 , pp. 948-951
    • An, N.1    Venkata, K.2    Kanth, R.3    Ravada, S.4
  • 17
    • 0141686142 scopus 로고    scopus 로고
    • Jeffrey scott vitter: Efficient bulk operations on dynamic R-trees
    • Lars Arge, Klaus Hinrichs, Jan Vahrenhold, Jeffrey Scott Vitter: Efficient Bulk Operations on Dynamic R-Trees. Algorithmica 33(1):104-128 (2002)
    • (2002) Algorithmica , vol.33 , Issue.1 , pp. 104-128
    • Lars, A.1    Klaus, H.2    Jan, V.3
  • 18
    • 28444487526 scopus 로고    scopus 로고
    • An evaluation of generic bulk loading techniques
    • Jochen Van den Bercken, Bernhard Seeger: An Evaluation of Generic Bulk Loading Techniques. VLDB 2001: 461-470
    • VLDB 2001 , pp. 461-470
    • Van Den Bercken, J.1    Seeger, B.2
  • 19
    • 84994175813 scopus 로고    scopus 로고
    • A generic approach to bulk loading multidimensional index structures
    • Jochen Van den Bercken, Bernhard Seeger, Peter Widmayer: A Generic Approach to Bulk Loading Multidimensional Index Structures. VLDB 1997: 406-415
    • VLDB 1997 , pp. 406-415
    • Van Den Bercken, J.1    Seeger, B.2    Widmayer, P.3
  • 21
    • 0034832364 scopus 로고    scopus 로고
    • Locally adaptive dimensionality reduction for indexing large time series databases
    • E. J. Keogh, K. Chakrabarti, S. Mehrotra, and M. J. Pazzani. Locally Adaptive Dimensionality Reduction for Indexing Large Time Series Databases. In SIGMOD Conference, 2001.
    • (2001) SIGMOD Conference
    • Keogh, E.J.1    Chakrabarti, K.2    Mehrotra, S.3    Pazzani, M.J.4
  • 22
    • 85040241330 scopus 로고    scopus 로고
    • Dimensionality reduction for fast similarity search in large time series databases
    • E. J. Keogh, K. Chakrabarti, M. J. Pazzani, and S. Mehrotra. Dimensionality Reduction for Fast Similarity Search in Large Time Series Databases. Knowl. Inf. Syst., 3(3), 2001.
    • (2001) Knowl. Inf. Syst. , vol.3 , Issue.3
    • Keogh, E.J.1    Chakrabarti, K.2    Pazzani, M.J.3    Mehrotra, S.4
  • 23
    • 84983224534 scopus 로고    scopus 로고
    • A probabilistic approach to fast pattern matching in time series databases
    • E. J. Keogh, Smyth P. A Probabilistic Approach to Fast Pattern Matching in Time Series Databases. KDD 1997: 24-30
    • KDD 1997 , pp. 24-30
    • Keogh, E.J.1    Smyth, P.2
  • 24
    • 79951744561 scopus 로고    scopus 로고
    • http://www.cs.ucr.edu/~eamonn/iSAX/iSAX.html
  • 25
    • 34548093287 scopus 로고    scopus 로고
    • Experiencing SAX: A novel symbolic representation of time series
    • J. Lin, E. J. Keogh, L. Wei, and S. Lonardi. Experiencing SAX: a novel symbolic representation of time series. Data Min. Knowl. Discov., 15(2), 2007.
    • (2007) Data Min. Knowl. Discov. , vol.15 , Issue.2
    • Lin, J.1    Keogh, E.J.2    Wei, L.3    Lonardi, S.4
  • 26
    • 0036206371 scopus 로고    scopus 로고
    • Similarity search over time-series data using wavelets
    • I. Popivanov and R. J. Miller. Similarity Search Over Time-Series Data Using Wavelets. In ICDE, 2002.
    • (2002) ICDE
    • Popivanov, I.1    Miller, R.J.2
  • 27
    • 35248880228 scopus 로고    scopus 로고
    • Single and bulk updates in stratified trees: An amortized and worst-case analysis
    • Eljas Soisalon-Soininen, Peter Widmayer: Single and Bulk Updates in Stratified Trees: An Amortized and Worst-Case Analysis. Computer Science in Perspective 2003: 278-292.
    • (2003) Computer Science in Perspective , pp. 278-292
    • Eljas, S.-S.1    Widmayer, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.