Eamonn Keogh, Padhraic Smyth  Home/Search
Context Related
Links: DBLP | uci.edu/pub/smyth/papers/kddseq.ps uci.edu/~eamonn/re..._tech_report_ps.ps Cached: PS.gz PS PDF This document uses CoBlitz to cache paper downloads. If your firewall is blocking outgoing connections to port 3125, you can use these links to download local copies.
Image Update HelpPS.gz PS PDF From: uci.edu/~smyth/courses/i...topics (more) (Enter author homepages) |
Rate this article:      (best)Comment on this article |
Abstract: The problem of efficiently and accurately locating patterns of interest in massive time series data sets is an important and non-trivial problem in a wide variety of applications, including diagnosis and monitoring of complex systems, biomedical data analysis, and exploratory data analysis in scientific and business time series. In this paper a probabilistic approach is taken to this problem. Using piecewise linear segmentations as the underlying representation, local features (such as peaks,... (Update)
Cited by: More
Parameter Free Bursty Events Detection in Text Streams - Fung, Yu, Yu, Lu (2005) (Correct)
Bursty and Hierarchical Structure in Streams - Jon Kleinbe Rg (2002) (Correct)
Summarization of Spacecraft Telemetry Data by.. - Yairi, Ogasawara, .. (2004) (Correct)
Active bibliography (related documents): More All
0.3: A Fast and Robust Method for Pattern Matching in Time.. - Eamonn Keogh Department (1997) (Correct)
0.1: An Enhanced Representation of Time Series Which Allows Fast.. - Keogh, Pazzani (1998) (Correct)
0.1: An Indexing Scheme for Fast Similarity Search in Large Time.. - Keogh, Pazzani (1999) (Correct)
Similar documents based on text: More All
0.4: Mining Motifs in Massive Time Series Databases - Patel, Keogh, Lin, Lonardi (2002) (Correct)
0.3: Finding Motifs in Time Series - Lin, Keogh, Lonardi, Patel (2002) (Correct)
0.2: Iterative Deepening Dynamic Time Warping for Time Series - Chu, Keogh, Hart, Pazzani (2002) (Correct)
Related documents from co-citation: More All
27: Fast subsequence matching in time-series databases - Faloutsos, Ranganathan et al. - 1994
21: Approximate Queries and Representations for Large Data Sequences - Shatkay, Zdonik - 1996
19: Fast similarity search in the presence of noise (context) - Agrawal, Lin et al. - 1995
BibTeX entry: (Update)
E. Keogh and P. Smyth, "A probabilistic approach to fast pattern matching in time series databases," in Proceedings of the Third International Conference on Knowledge Discovery and Data Mining (KDD'97), D. Heckerman, H. Mannila, D. Pregibon, and R. Uthurusamy, eds., pp. 24--30, AAAI Press, 1997. http://citeseer.ist.psu.edu/keogh97probabilistic.html More
@inproceedings{ keogh97probabilistic,
author = "E. Keogh and P. Smyth",
title = "A probabilistic approach to fast pattern matching in time series databases",
booktitle = "Third International Conference on Knowledge Discovery and Data Mining",
publisher = "AAAI Press, Menlo Park, California.",
address = "Newport Beach, CA, USA",
editor = "D. Heckerman and H. Mannila and D. Pregibon and R. Uthurusamy",
pages = "24--30",
year = "1997",
url = "citeseer.ist.psu.edu/keogh97probabilistic.html" }
Citations (may not include all citations):241 Fast Subsequence Matching in Time-Series Databases - Faloutsos, Ranganathan et al. - 1994 ACM DBLP
105 Probabilistic independence networks for hidden Markov probab.. - Smyth, Heckerman et al. - 1997 ACM DBLP
103 Some informational aspects of visual perception (context) - Attneave - 1954
39 Fast Similarity Search in the Presence of Noise, Scaling, an.. - Agrawal, Lin et al. - 1995 ACM DBLP
29 Using Dynamic Time Warping to Find Patterns in Time Series (context) - Berndt, Clifford - 1994 DBLP
26 Recognition of planar object classes - Burl, Perona - 1996 ACM DBLP
20 Hidden Markov models for fault detection in dynamic systems (context) - Smyth - 1994
12 A System for Approximate Tree Matching (context) - Wang, Zhang et al. - 1994 ACM DBLP
12 Waveform segmentation through functional approximation (context) - Pavlidis - 1974
10 Structural Processing of Waveforms as Trees (context) - Shaw, Defigueiredo - 1990
1 Minimum length encoding and inductive inference (context) - Pednault - 1991
The graph only includes citing articles where the year of publication is known.
Online articles have much greater impact More about CiteSeer.IST Add search form to your site Submit documents Feedback
CiteSeer.IST - Copyright Penn State and NEC