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Volumn , Issue , 2012, Pages 23-32

The single pixel GPS: Learning big data signals from tiny coresets

Author keywords

big data; coresets; Douglas Peucker; line simplification; streaming; trajectories clustering

Indexed keywords

ACTIVITY RECOGNITION; ARBITRARY CONSTANTS; BIG DATUM; CORE SET; DE-NOISING; DISCRETE-TIME SIGNALS; DOUGLAS; EMPIRICAL EVALUATIONS; HIGH-DIMENSIONAL; LINE SIMPLIFICATION; LINEAR FUNCTIONS; MAP GENERATION; ONE-PASS; OPTIMAL ALGORITHM; SINGLE PIXEL; STREAMING DATA;

EID: 84872763132     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2424321.2424325     Document Type: Conference Paper
Times cited : (19)

References (32)
  • 3
    • 3142682233 scopus 로고    scopus 로고
    • K-means projective clustering
    • A. Deutsch, editor, ACM
    • P. K. Agarwal and N. H. Mustafa. k-means projective clustering. In A. Deutsch, editor, PODS, pages 155-165. ACM, 2004.
    • (2004) PODS , pp. 155-165
    • Agarwal, P.K.1    Mustafa, N.H.2
  • 6
    • 84875644869 scopus 로고    scopus 로고
    • Using gps to learn significant locations and predict movement across multiple users
    • D. Ashbrook and T. Starner. Using gps to learn significant locations and predict movement across multiple users. Personal and Ubiquitous Computing, 7(5):275-286, 2003.
    • (2003) Personal and Ubiquitous Computing , vol.7 , Issue.5 , pp. 275-286
    • Ashbrook, D.1    Starner, T.2
  • 7
    • 84945709924 scopus 로고
    • On the approximation of curves by line segments using dynamic programming
    • R. Bellman. On the approximation of curves by line segments using dynamic programming. Commun. ACM, 4(6):284, 1961.
    • (1961) Commun. ACM , vol.4 , Issue.6 , pp. 284
    • Bellman, R.1
  • 8
    • 33745324689 scopus 로고    scopus 로고
    • Spatio-temporal data reduction with deterministic error bounds
    • H. Cao, O. Wolfson, and G. Trajcevski. Spatio-temporal data reduction with deterministic error bounds. The VLDB Journal, 15(3):211-228, 2006.
    • (2006) The VLDB Journal , vol.15 , Issue.3 , pp. 211-228
    • Cao, H.1    Wolfson, O.2    Trajcevski, G.3
  • 11
    • 84872760287 scopus 로고    scopus 로고
    • S. Costello. iPhone sensors, url:http://ipod.about.com/ od/ipodiphonehardwareterms/qt/iphone-sensors.htm.
    • IPhone Sensors
    • Costello, S.1
  • 14
    • 0001489753 scopus 로고
    • Algorithms for the reduction of the number of points required to represent a digitized line or its caricature
    • D. H. Douglas and T. K. Peucker. Algorithms for the reduction of the number of points required to represent a digitized line or its caricature. Cartographica, 10(2):112-122, 1973.
    • (1973) Cartographica , vol.10 , Issue.2 , pp. 112-122
    • Douglas, D.H.1    Peucker, T.K.2
  • 21
    • 0017147050 scopus 로고
    • Point estimation of the parameters of piecewise regression models
    • D. M. Hawkins. Point estimation of the parameters of piecewise regression models. Applied Statistics, pages 51-57, 1976.
    • (1976) Applied Statistics , pp. 51-57
    • Hawkins, D.M.1
  • 23
    • 84899841718 scopus 로고    scopus 로고
    • The web as a graph: Measurements, models, and methods
    • J. Kleinberg, et al. The web as a graph: Measurements, models, and methods. Computing and Combinatorics, pages 1-17, 1999.
    • (1999) Computing and Combinatorics , pp. 1-17
    • Kleinberg, J.1
  • 24
    • 84981579311 scopus 로고
    • Maximum likelihood estimation and inference on cointegration with applications to the demand for money
    • S. Johansen and K. Juselius. Maximum likelihood estimation and inference on cointegration with applications to the demand for money. Oxford Bulletin of Economics and statistics, 52(2):169-210, 1990.
    • (1990) Oxford Bulletin of Economics and Statistics , vol.52 , Issue.2 , pp. 169-210
    • Johansen, S.1    Juselius, K.2
  • 26
    • 0000320905 scopus 로고
    • Fitting segmented regression models by grid search
    • P. M. Lerman. Fitting segmented regression models by grid search. Applied Statistics, pages 77-84, 1980.
    • (1980) Applied Statistics , pp. 77-84
    • Lerman, P.M.1
  • 27
    • 33845734599 scopus 로고    scopus 로고
    • Extracting places and activities from gps traces using hierarchical conditional random fields
    • L. Liao, D. Fox, and H. Kautz. Extracting places and activities from gps traces using hierarchical conditional random fields. The International Journal of Robotics Research, 26(1):119-134, 2007.
    • (2007) The International Journal of Robotics Research , vol.26 , Issue.1 , pp. 119-134
    • Liao, L.1    Fox, D.2    Kautz, H.3
  • 30
    • 84872792208 scopus 로고    scopus 로고
    • Semantic trajectory compression: Representing urban movement in a nutshell
    • K. Richter, F. Schmid, and P. Laube. Semantic trajectory compression: Representing urban movement in a nutshell. Journal of Spatial Information Science, (4):3-30, 2012.
    • (2012) Journal of Spatial Information Science , Issue.4 , pp. 3-30
    • Richter, K.1    Schmid, F.2    Laube, P.3
  • 31
    • 0342855687 scopus 로고    scopus 로고
    • Innovation: Gps accuracy-lies, damn lies, and statistics
    • F. Van Diggelen. Innovation: Gps accuracy-lies, damn lies, and statistics. GPS WORLD, 9:41-45, 1998.
    • (1998) GPS WORLD , vol.9 , pp. 41-45
    • Van Diggelen, F.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.