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Volumn 2005-January, Issue January, 2005, Pages 3-14

Incremental methods for simple problems in time series: Algorithms and experiments

Author keywords

[No Author keywords available]

Indexed keywords

DATA COMMUNICATION SYSTEMS; DATABASE SYSTEMS; TIME SERIES;

EID: 78149353154     PISSN: 10988068     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IDEAS.2005.35     Document Type: Conference Paper
Times cited : (4)

References (45)
  • 3
    • 0028447023 scopus 로고
    • Fast subsequence matching in time-series databases
    • Minneapolis, MN, May
    • C. Faloutsos, M. Ranganathan, and Y. Manolopou-los, "Fast subsequence matching in time-series databases," in ACM SIGMOD, Minneapolis, MN, May 1994, pp. 419-429.
    • (1994) ACM SIGMOD , pp. 419-429
    • Faloutsos, C.1    Ranganathan, M.2    Manolopou-Los, Y.3
  • 4
    • 0029776278 scopus 로고    scopus 로고
    • Hierarchyscan: A hierarchical similarity search algorithm for databases of long sequences
    • New Orleans, Louisiana, February
    • C. Li, P. Yu, and V. Castelli, "Hierarchyscan: A hierarchical similarity search algorithm for databases of long sequences," in IEEE ICDE, New Orleans, Louisiana, February 1996, pp. 546-553.
    • (1996) IEEE ICDE , pp. 546-553
    • Li, C.1    Yu, P.2    Castelli, V.3
  • 5
    • 0031170074 scopus 로고    scopus 로고
    • Similarity-based queries for time series data
    • Tucson, Arizona, May
    • D. Rafier and A. Mendelzon, "Similarity-based queries for time series data," in ACM SIGMOD, Tucson, Arizona, May 1997, pp. 13-25.
    • (1997) ACM SIGMOD , pp. 13-25
    • Rafier, D.1    Mendelzon, A.2
  • 6
    • 0005308437 scopus 로고    scopus 로고
    • Surfing wavelets on streams: One-pass summaries for approximate aggregate queries
    • A. C. Gilbert, Y. Kotidis, S. Muthukrishnan, and M. Strauss, "Surfing wavelets on streams: One-pass summaries for approximate aggregate queries," in VLDB, 2001, pp. 79-88.
    • (2001) VLDB , pp. 79-88
    • Gilbert, A.C.1    Kotidis, Y.2    Muthukrishnan, S.3    Strauss, M.4
  • 7
    • 0036206371 scopus 로고    scopus 로고
    • Similarity search over time series data using wavelets
    • San Jose, CA, March
    • I. Popivanov and R. Miller, "Similarity search over time series data using wavelets," in IEEE ICDE, San Jose, CA, March 2002, pp. 212-225.
    • (2002) IEEE ICDE , pp. 212-225
    • Popivanov, I.1    Miller, R.2
  • 8
    • 0031166708 scopus 로고    scopus 로고
    • Efficiently supporting ad hoc queries in large datasets of time sequences
    • Tucson, Arizona, May
    • F. Korn, H.V. Jagadish, and C. Faloutsos, "Efficiently supporting ad hoc queries in large datasets of time sequences," in ACM SIGMOD, Tucson, Arizona, May 1997, pp. 289-300.
    • (1997) ACM SIGMOD , pp. 289-300
    • Korn, F.1    Jagadish, H.V.2    Faloutsos, C.3
  • 9
    • 85040241330 scopus 로고    scopus 로고
    • Dimensionality reduction for fast similarity search in large time series databases
    • E. Keogh, K. Chakrabarti, M. Pazzani, and S. Mehrotra, "Dimensionality reduction for fast similarity search in large time series databases," Knowledge and Information Systems, vol. 3, pp. 263-286, 2000.
    • (2000) Knowledge and Information Systems , vol.3 , pp. 263-286
    • Keogh, E.1    Chakrabarti, K.2    Pazzani, M.3    Mehrotra, S.4
  • 10
    • 0040748318 scopus 로고    scopus 로고
    • Locally adaptive dimensionality reduction for indexing large time series databases
    • Santa Barbara, California, May
    • E. Keogh, K. Chakrabarti, S. Mehrotra, and M. Paz-zani, "Locally adaptive dimensionality reduction for indexing large time series databases," in ACM SIGMOD, Santa Barbara, California, May 2001, pp. 151-162.
    • (2001) ACM SIGMOD , pp. 151-162
    • Keogh, E.1    Chakrabarti, K.2    Mehrotra, S.3    Paz-Zani, M.4
  • 11
    • 2442554914 scopus 로고    scopus 로고
    • Online amnesic approximation of streaming time series
    • Boston, MA, March
    • T. Palpanas, M. Vlachos, E. Keogh, D. Gunopulos, and W. Truppel, "Online amnesic approximation of streaming time series," in IEEE ICDE, Boston, MA, March 2004, pp. 338-350.
    • (2004) IEEE ICDE , pp. 338-350
    • Palpanas, T.1    Vlachos, M.2    Keogh, E.3    Gunopulos, D.4    Truppel, W.5
  • 12
    • 0008693810 scopus 로고    scopus 로고
    • Fast time sequence indexing for arbitrary lp forms
    • Cairo, Egypt, September
    • B. Yi and C. Faloutsos, "Fast time sequence indexing for arbitrary lp forms," in VLDB, Cairo, Egypt, September 2000, pp. 385-394.
    • (2000) VLDB , pp. 385-394
    • Yi, B.1    Faloutsos, C.2
  • 13
    • 0001654702 scopus 로고
    • Extensions of lipschitz mapping into hilbert space
    • W. Johnson and J. Lindenstrauss, "Extensions of lipschitz mapping into hilbert space," Contemporary Mathematics, vol. 26, pp. 189-206, 1984.
    • (1984) Contemporary Mathematics , vol.26 , pp. 189-206
    • Johnson, W.1    Lindenstrauss, J.2
  • 14
    • 0031636499 scopus 로고    scopus 로고
    • Efficient search for approximate nearest neighbors in high dimensional spaces
    • Dallas, TX, May
    • E. Kushikvitz, R. Ostrovsky, and Y. Ranbani, "Efficient search for approximate nearest neighbors in high dimensional spaces," in ACM STOC, Dallas, TX, May 1998, pp. 614-623.
    • (1998) ACM STOC , pp. 614-623
    • Kushikvitz, E.1    Ostrovsky, R.2    Ranbani, Y.3
  • 15
    • 0034504507 scopus 로고    scopus 로고
    • Stable distributions, pseudorandom generators, embeddings and data stream computation
    • IEEE Computer Society
    • P. Indyk, "Stable distributions, pseudorandom generators, embeddings and data stream computation," in Proceedings of the 41st Annual Symposium on Foundations of Computer Science. 2000, pp. 189-197, IEEE Computer Society.
    • (2000) Proceedings of the 41st Annual Symposium on Foundations of Computer Science , pp. 189-197
    • Indyk, P.1
  • 16
    • 0034819702 scopus 로고    scopus 로고
    • Database-friendly random projections
    • Santa Barbara, California, May
    • D. Achlioptas, "Database-friendly random projections," in ACM SIGMOD, Santa Barbara, California, May 2001, pp. 274-281.
    • (2001) ACM SIGMOD , pp. 274-281
    • Achlioptas, D.1
  • 17
    • 0141637082 scopus 로고    scopus 로고
    • Statstream: Statistical monitoring of thousands of data streams in real time
    • Hong Kong, China, August
    • Y. Zhu and D. Shasha, "Statstream: Statistical monitoring of thousands of data streams in real time," in VLDB, Hong Kong, China, August 2002, pp. 358-369.
    • (2002) VLDB , pp. 358-369
    • Zhu, Y.1    Shasha, D.2
  • 19
    • 32344434787 scopus 로고    scopus 로고
    • Identifying representative trends in massive time series data sets using sketches
    • Cairo, Egypt, September
    • P. Indyk, N. Koudas, and S. Muthukrishnan, "Identifying representative trends in massive time series data sets using sketches," in VLDB, Cairo, Egypt, September 2000, pp. 363-372.
    • (2000) VLDB , pp. 363-372
    • Indyk, P.1    Koudas, N.2    Muthukrishnan, S.3
  • 20
    • 32344446365 scopus 로고    scopus 로고
    • Fast window correlations over uncooperative time series
    • Chicago, IL, USA, August
    • R. Cole, D. Shasha, and X. Zhao, "Fast window correlations over uncooperative time series," in Submitted to ACM SIGKDD, Chicago, IL, USA, August 2005.
    • (2005) Submitted to ACM SIGKDD
    • Cole, R.1    Shasha, D.2    Zhao, X.3
  • 23
    • 0027842081 scopus 로고
    • Matching pursuit with time-frequency dictionary
    • S. Mallat and Z. Zhang, "Matching pursuit with time-frequency dictionary," IEEE Transactions on Signal Processing, vol. 12, no. 41, pp. 3397-3415, 1993.
    • (1993) IEEE Transactions on Signal Processing , vol.12 , Issue.41 , pp. 3397-3415
    • Mallat, S.1    Zhang, Z.2
  • 24
    • 0344704042 scopus 로고    scopus 로고
    • Video coding using a deformation compensation algorithm based on adaptive matching pursuit image decompositions
    • Barcelona, Spain, September
    • O. D. Escoda and P. Vandergheynst, "Video coding using a deformation compensation algorithm based on adaptive matching pursuit image decompositions," in IEEE ICIP, Barcelona, Spain, September 2003, pp. 77-80.
    • (2003) IEEE ICIP , pp. 77-80
    • Escoda, O.D.1    Vandergheynst, P.2
  • 25
    • 3442901335 scopus 로고    scopus 로고
    • Quantum tunneling dynamics in multidimensional systems: A matching-pursuit description
    • Y. Wu and V. S. Batista, "Quantum tunneling dynamics in multidimensional systems: A matching-pursuit description," The Journal of Chemical Physics, vol. 121, pp. 1676-1680, 2004.
    • (2004) The Journal of Chemical Physics , vol.121 , pp. 1676-1680
    • Wu, Y.1    Batista, V.S.2
  • 26
    • 0000354494 scopus 로고    scopus 로고
    • Matching pursuit for imaging high-contrast conductivity
    • L. Borcea, J. G. Berryman, and G. C. Papanicolaou, "Matching pursuit for imaging high-contrast conductivity," Inverse Problems, vol. 15, pp. 811-849, 1999.
    • (1999) Inverse Problems , vol.15 , pp. 811-849
    • Borcea, L.1    Berryman, J.G.2    Papanicolaou, G.C.3
  • 27
    • 0029361130 scopus 로고
    • Analysis of EEG transients by means of matching pursuit
    • P.J. Durka and K.J. Blinowska, "Analysis of EEG transients by means of matching pursuit," Ann. Biomed. Engin., vol. 23, pp. 608-611, 1995.
    • (1995) Ann. Biomed. Engin. , vol.23 , pp. 608-611
    • Durka, P.J.1    Blinowska, K.J.2
  • 29
    • 0035339685 scopus 로고    scopus 로고
    • Fast matching pursuit with a multi-scale dictionary of Gaussian chirps
    • MAY
    • R. Gribonval, "Fast matching pursuit with a multi-scale dictionary of Gaussian chirps," IEEE Transaction on Signal Processing, vol. 49, no. 5, pp. 994-1001, MAY 2001.
    • (2001) IEEE Transaction on Signal Processing , vol.49 , Issue.5 , pp. 994-1001
    • Gribonval, R.1
  • 30
    • 0036450063 scopus 로고    scopus 로고
    • New dictionary and fast atom searching method for matching pursuit representation of displaced frame difference
    • Rochester, NY, September
    • F. Moschetti, L. Granai, P. Vandergheynst, and P. Frossard, "New dictionary and fast atom searching method for matching pursuit representation of displaced frame difference," in IEEE ICIP, Rochester, NY, September 2002, pp. 685-688.
    • (2002) IEEE ICIP , pp. 685-688
    • Moschetti, F.1    Granai, L.2    Vandergheynst, P.3    Frossard, P.4
  • 31
    • 0035159870 scopus 로고    scopus 로고
    • A fast two-stage algorithm for realizing matching pursuit
    • Thessaloniki Greece, October
    • K. Cheung and Y. Chan, "A fast two-stage algorithm for realizing matching pursuit," in IEEE ICIP, Thessaloniki Greece, October 2001, pp. 431-434.
    • (2001) IEEE ICIP , pp. 431-434
    • Cheung, K.1    Chan, Y.2
  • 32
    • 66249146718 scopus 로고
    • A fast algorithm that makes matrices optimally sparse
    • William R. Pulleyblank, Ed., Academic Press
    • A.J. Hoffman and S.T. McCormick, "A fast algorithm that makes matrices optimally sparse," in Progress in Combinatorial Optimization, William R. Pulleyblank, Ed., pp. 185-196. Academic Press, 1984.
    • (1984) Progress in Combinatorial Optimization , pp. 185-196
    • Hoffman, A.J.1    McCormick, S.T.2
  • 37
    • 0036206378 scopus 로고    scopus 로고
    • Data mining meets performance evaluation: Fast algorithms for modeling bursty traffic
    • San Jose, CA, March
    • M. Wang, T. Madhyastha, N. Chan, S. Papadim-itriou, and C. Faloutos, "Data mining meets performance evaluation: Fast algorithms for modeling bursty traffic," in IEEE ICDE, San Jose, CA, March 2002, pp. 507-516.
    • (2002) IEEE ICDE , pp. 507-516
    • Wang, M.1    Madhyastha, T.2    Chan, N.3    Papadim-Itriou, S.4    Faloutos, C.5
  • 38
    • 0242540464 scopus 로고    scopus 로고
    • Bursty and hierarchical structure in streams
    • Edmonton, Alberta, Canada, July
    • J. Kleinberg, "Bursty and hierarchical structure in streams," in ACM SIGKDD, Edmonton, Alberta, Canada, July 2002, pp. 91-101.
    • (2002) ACM SIGKDD , pp. 91-101
    • Kleinberg, J.1
  • 39
    • 3142717571 scopus 로고    scopus 로고
    • Identifying similarity and periodicities and bursts for online search queries
    • Paris, France, June
    • M. Vlachos, C. Meek, and Z. Vagena, "Identifying similarity and periodicities and bursts for online search queries," in ACM SIGMOD, Paris, France, June 2004, pp. 131-142.
    • (2004) ACM SIGMOD , pp. 131-142
    • Vlachos, M.1    Meek, C.2    Vagena, Z.3
  • 40
    • 84898947558 scopus 로고    scopus 로고
    • A fast multi-resolution method for detection of significant spatial disease clusters
    • Sebastian Thrun, Lawrence Saul, and Bernhard Schölkopf, Eds., Cambridge, MA, MIT Press
    • Daniel B. Neill and Andrew W. Moore, "A fast multi-resolution method for detection of significant spatial disease clusters," in Advances in Neural Information Processing Systems 16, Sebastian Thrun, Lawrence Saul, and Bernhard Schölkopf, Eds., Cambridge, MA, 2004, pp. 651-658, MIT Press.
    • (2004) Advances in Neural Information Processing Systems 16 , pp. 651-658
    • Neill, D.B.1    Moore, A.W.2
  • 41
    • 12244282691 scopus 로고    scopus 로고
    • Rapid detection of significant spatial clusters
    • Seattle, WA, August
    • D. Neill and A. Moore, "Rapid detection of significant spatial clusters," in ACM SIGKDD, Seattle, WA, August 2004, pp. 256-265.
    • (2004) ACM SIGKDD , pp. 256-265
    • Neill, D.1    Moore, A.2
  • 42
    • 84898986661 scopus 로고    scopus 로고
    • Detecting significant multidimensional spatial clusters
    • Lawrence K. Saul, Yair Weiss, and Léon Bot-tou, Eds., Cambridge, MA, MIT Press
    • Daniel B. Neill, Andrew W. Moore, Francisco Pereira, and Tom Mitchell, "Detecting significant multidimensional spatial clusters," in Advances in Neural Information Processing Systems 17, Lawrence K. Saul, Yair Weiss, and Léon Bot-tou, Eds., Cambridge, MA, 2005, pp. 969-976, MIT Press.
    • (2005) Advances in Neural Information Processing Systems 17 , pp. 969-976
    • Neill, D.B.1    Moore, A.W.2    Pereira, F.3    Mitchell, T.4
  • 43
    • 0036767270 scopus 로고    scopus 로고
    • Maintaining stream statistics over sliding windows
    • September
    • Mayur Datar, Aristides Gionis, Piotr Indyk, and Rajeev Motwani, "Maintaining stream statistics over sliding windows," SIAM, vol. 31, no. 6, pp. 1794-1813, September 2002.
    • (2002) SIAM , vol.31 , Issue.6 , pp. 1794-1813
    • Datar, M.1    Gionis, A.2    Indyk, P.3    Motwani, R.4
  • 45
    • 33749625357 scopus 로고    scopus 로고
    • High performance burst detection
    • X. Zhang, "High performance burst detection," Thesis Proposal, 2005.
    • (2005) Thesis Proposal
    • Zhang, X.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.