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Eamonn J. Keogh

Papers on DiSC'02


Locally adaptive dimensionality reduction for indexing large time series databases

An Online Algorithm for Segmenting Time Series

Ensemble-index: a new approach to indexing large databases

Publications


Note: Links lead to the DBLP on the Web.

Eamonn J. Keogh

13 Eamonn J. Keogh: Exact Indexing of Dynamic Time Warping. VLDB 2002

12 Eamonn J. Keogh, Selina Chu , David Hart , Michael J. Pazzani : An Online Algorithm for Segmenting Time Series. ICDM 2001 : 289-296

11 Eamonn J. Keogh, Selina Chu , Michael J. Pazzani : Ensemble-index: a new approach to indexing large databases. KDD 2001 : 117-125

10 Eamonn J. Keogh, Kaushik Chakrabarti , Sharad Mehrotra , Michael J. Pazzani : Locally Adaptive Dimensionality Reduction for Indexing Large Time Series Databases. SIGMOD Conference 2001

9 Eamonn J. Keogh, Kaushik Chakrabarti , Michael J. Pazzani , Sharad Mehrotra : Dimensionality Reduction for Fast Similarity Search in Large Time Series Databases. Knowledge and Information Systems 3 (3): 263-286 (2001)

8 Eamonn J. Keogh, Michael J. Pazzani : Scaling up dynamic time warping for datamining applications. KDD 2000 : 285-289

7 Eamonn J. Keogh, Michael J. Pazzani : A Simple Dimensionality Reduction Technique for Fast Similarity Search in Large Time Series Databases. PAKDD 2000 : 122-133

6 Eamonn J. Keogh, Michael J. Pazzani : Scaling up Dynamic Time Warping to Massive Dataset. PKDD 1999 : 1-11

5 Eamonn J. Keogh, Michael J. Pazzani : Relevance Feedback Retrieval of Time Series Data. SIGIR 1999 : 183-190

4 Eamonn J. Keogh, Michael J. Pazzani : An Indexing Scheme for Fast Similarity Search in Large Time Series Databases. SSDBM 1999 : 56-67

3 Eamonn J. Keogh, Michael J. Pazzani : An Enhanced Representation of Time Series Which Allows Fast and Accurate Classification, Clustering and Relevance Feedback. KDD 1998 : 239-243

2 Eamonn J. Keogh: Fast Similarity Search in the Presence of Longitudinal Scaling in Time Series Databases. ICTAI 1997 : 578-584

1 Eamonn J. Keogh, Padhraic Smyth : A Probabilistic Approach to Fast Pattern Matching in Time Series Databases. KDD 1997 : 24-30




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