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Volumn 21, Issue 8, 2008, Pages 1217-1232

Stock time series visualization based on data point importance

Author keywords

Multi resolution; Pattern discovery; Stock time series; Time series visualization

Indexed keywords

APPLICATIONS; COMPRESSION RATIO (MACHINERY); DATA COMPRESSION RATIO; DATA VISUALIZATION; MULTIRESOLUTION ANALYSIS; STATISTICAL METHODS; VISUALIZATION;

EID: 54049143297     PISSN: 09521976     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.engappai.2008.01.005     Document Type: Article
Times cited : (28)

References (24)
  • 1
    • 33645974577 scopus 로고    scopus 로고
    • Aris, A., Shneiderman, B., Plaisant, C., Shmueli, G., Jank, W., 2005. Representing unevenly spaced time series data for visualization and interactive exploration. In: Proceedings of the International Conference on Human-Computer Interaction, pp. 835-846.
    • Aris, A., Shneiderman, B., Plaisant, C., Shmueli, G., Jank, W., 2005. Representing unevenly spaced time series data for visualization and interactive exploration. In: Proceedings of the International Conference on Human-Computer Interaction, pp. 835-846.
  • 3
    • 54049094653 scopus 로고    scopus 로고
    • Berke, O., 1998. Filtering the noise from time series and spatial data. Technical Report 18, Komplexitätsreduktion in multivariaten Datenstrukturen (SFB 475) Fachbereich Statistik der Universität Dortmund, Sonderforschungsbereich.
    • Berke, O., 1998. Filtering the noise from time series and spatial data. Technical Report 18, Komplexitätsreduktion in multivariaten Datenstrukturen (SFB 475) Fachbereich Statistik der Universität Dortmund, Sonderforschungsbereich.
  • 5
    • 21944449973 scopus 로고    scopus 로고
    • Buono, P., Aris, A., Plaisant, C., Khella, A., Shneiderman, B., 2005. Interactive pattern search in time series. In: Proceedings of the Conference on Visualization and Data Analysis, pp. 175-186.
    • Buono, P., Aris, A., Plaisant, C., Khella, A., Shneiderman, B., 2005. Interactive pattern search in time series. In: Proceedings of the Conference on Visualization and Data Analysis, pp. 175-186.
  • 6
    • 54049097797 scopus 로고    scopus 로고
    • Chung, F.L., Fu, T.C., Luk, R., Ng, V., 2001. Flexible time series pattern matching based on perceptually important points. In: International Joint Conference on Artificial Intelligence Workshop on Learning from Temporal and Spatial Data, pp. 1-7.
    • Chung, F.L., Fu, T.C., Luk, R., Ng, V., 2001. Flexible time series pattern matching based on perceptually important points. In: International Joint Conference on Artificial Intelligence Workshop on Learning from Temporal and Spatial Data, pp. 1-7.
  • 7
    • 54049085648 scopus 로고    scopus 로고
    • Fu, T.C., Chung, F.L., Luk, R., and Ng, C.M., 2004. A specialized binary tree for financial time series representation. In: The 10th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining Workshop on Temporal Data Mining, pp. 96-103.
    • Fu, T.C., Chung, F.L., Luk, R., and Ng, C.M., 2004. A specialized binary tree for financial time series representation. In: The 10th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining Workshop on Temporal Data Mining, pp. 96-103.
  • 8
    • 33745771983 scopus 로고    scopus 로고
    • Fu, T.C., Chung, F.L., Tang, P.Y., Luk, R., Ng, C.M., 2005. Incremental stock time series data delivery and visualization. In: Proceedings of The ACM 14th Conference on Information and Knowledge Management, pp. 279-280.
    • Fu, T.C., Chung, F.L., Tang, P.Y., Luk, R., Ng, C.M., 2005. Incremental stock time series data delivery and visualization. In: Proceedings of The ACM 14th Conference on Information and Knowledge Management, pp. 279-280.
  • 10
    • 84998183152 scopus 로고    scopus 로고
    • Dynamic Query Tools for Time Series Data Sets, Timebox Widgets for Interactive Exploration
    • Hochheiser H., and Shneiderman B. Dynamic Query Tools for Time Series Data Sets, Timebox Widgets for Interactive Exploration. Information Visualization 3 1 (2004) 1-18
    • (2004) Information Visualization , vol.3 , Issue.1 , pp. 1-18
    • Hochheiser, H.1    Shneiderman, B.2
  • 12
    • 84867306834 scopus 로고    scopus 로고
    • Keogh, E., Hochheiser, H., Shneiderman, B., 2002. An augmented visual query mechanism for finding patterns in time series data. In: Proceedings of the Fifth International Conference on Flexible Query Answering Systems, pp. 240-250.
    • Keogh, E., Hochheiser, H., Shneiderman, B., 2002. An augmented visual query mechanism for finding patterns in time series data. In: Proceedings of the Fifth International Conference on Flexible Query Answering Systems, pp. 240-250.
  • 13
    • 84880090937 scopus 로고    scopus 로고
    • Kumar, N., Lolla, N., Keogh, E., Lonardi, S., Ratanamahatana, C.A., 2005. Time-series bitmaps a practical visualization tool for working with large time series databases. In: Proceedings of the fifth SIAM International Conference on Data Mining.
    • Kumar, N., Lolla, N., Keogh, E., Lonardi, S., Ratanamahatana, C.A., 2005. Time-series bitmaps a practical visualization tool for working with large time series databases. In: Proceedings of the fifth SIAM International Conference on Data Mining.
  • 14
    • 33745781710 scopus 로고    scopus 로고
    • Lin, J., Keogh, E., Lonardi, S., Chiu, B., 2003. A symbolic representation of time series, with implications for streaming algorithms. In: The Eighth ACM SIGMOD International Conference on Management of Data Workshop on Research Issues in Data Mining and Knowledge Discovery, pp. 2-11.
    • Lin, J., Keogh, E., Lonardi, S., Chiu, B., 2003. A symbolic representation of time series, with implications for streaming algorithms. In: The Eighth ACM SIGMOD International Conference on Management of Data Workshop on Research Issues in Data Mining and Knowledge Discovery, pp. 2-11.
  • 15
    • 12244277019 scopus 로고    scopus 로고
    • Lin, J., Keogh, E., Lonardi, S., Lankford, J.P., Nystrom, D.M., 2004a. Visually Mining and Monitoring Massive Time Series. In Proceedings of the 10th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 460-469.
    • Lin, J., Keogh, E., Lonardi, S., Lankford, J.P., Nystrom, D.M., 2004a. Visually Mining and Monitoring Massive Time Series. In Proceedings of the 10th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 460-469.
  • 16
    • 54049086448 scopus 로고    scopus 로고
    • Lin, J., Keogh, E., Lonardi, S., Lankford, J.P. and Nystrom, D.M., 2004b. VizTree: a tool for visually mining and monitoring massive time series. In: Proceedings of the 30th International Conference on Varge Large Data Bases, pp. 2269-1272.
    • Lin, J., Keogh, E., Lonardi, S., Lankford, J.P. and Nystrom, D.M., 2004b. VizTree: a tool for visually mining and monitoring massive time series. In: Proceedings of the 30th International Conference on Varge Large Data Bases, pp. 2269-1272.
  • 17
    • 84996245049 scopus 로고    scopus 로고
    • Visualizing and discovering non-trivial patterns in large time series databases
    • Lin J., Keogh E., and Lonardi S. Visualizing and discovering non-trivial patterns in large time series databases. Information Visualization 4 2 (2005) 61-82
    • (2005) Information Visualization , vol.4 , Issue.2 , pp. 61-82
    • Lin, J.1    Keogh, E.2    Lonardi, S.3
  • 18
    • 0027939661 scopus 로고
    • Graphical summary of patient status
    • Powsner S., and Tufte E. Graphical summary of patient status. Lancet 344 (1994) 386-389
    • (1994) Lancet , vol.344 , pp. 386-389
    • Powsner, S.1    Tufte, E.2
  • 19
    • 84968906654 scopus 로고    scopus 로고
    • Silva, S.F., Catarci, T., 2000. Visualization of linear time oriented data: a survey. In: Proceedings of the First International Conference on Web Information Systems Engineering.
    • Silva, S.F., Catarci, T., 2000. Visualization of linear time oriented data: a survey. In: Proceedings of the First International Conference on Web Information Systems Engineering.
  • 20
    • 54049086024 scopus 로고    scopus 로고
    • Soofi, A.S., Cao, L., 2001. Nonlinear deterministic forecasting of noisy financial time series: does noise reduction matter? In: CeNDEF Workshop.
    • Soofi, A.S., Cao, L., 2001. Nonlinear deterministic forecasting of noisy financial time series: does noise reduction matter? In: CeNDEF Workshop.
  • 21
    • 0033280863 scopus 로고    scopus 로고
    • van Wijk, J.J., van Selow, E.R., 1999. Cluster and calendar based visualization of time series data. In: Proceedings of the IEEE Symposium on Information Visualization, pp. 4-9.
    • van Wijk, J.J., van Selow, E.R., 1999. Cluster and calendar based visualization of time series data. In: Proceedings of the IEEE Symposium on Information Visualization, pp. 4-9.
  • 22
    • 0035193888 scopus 로고    scopus 로고
    • Weber, M., Alexa, M., Muller, W., 2001. Visualizing time series on spirals. In: Proceedings of the IEEE Symposium on Information Visualization, pp. 7-14.
    • Weber, M., Alexa, M., Muller, W., 2001. Visualizing time series on spirals. In: Proceedings of the IEEE Symposium on Information Visualization, pp. 7-14.
  • 23
    • 33845876592 scopus 로고    scopus 로고
    • Yankov, D., Keogh, E., Lonardi, S., Fu, A., 2005. Dot plots for time series analysis. In: Proceedings of the 17th IEEE International Conference on Tools with Artificial Intelligence, pp. 159-168.
    • Yankov, D., Keogh, E., Lonardi, S., Fu, A., 2005. Dot plots for time series analysis. In: Proceedings of the 17th IEEE International Conference on Tools with Artificial Intelligence, pp. 159-168.
  • 24
    • 0008693810 scopus 로고    scopus 로고
    • Yi, B., Faloutsos, C., 2000. Fast time sequence indexing for arbitrary Lp norms. In: Proceedings of the 26th International Conference on Very Large Data Bases, pp. 385-394.
    • Yi, B., Faloutsos, C., 2000. Fast time sequence indexing for arbitrary Lp norms. In: Proceedings of the 26th International Conference on Very Large Data Bases, pp. 385-394.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.