-
Fu-lai Chung,
Tak-Chung Fu,
Robert W. P. Luk,
and Vincent Ng.
Flexible Time Series Pattern Matching Based on Perceptually Important Points.
In IJCAI-01 Workshop on Learning from Temporal and Spatial Data,
Seattle, USA,
pages 1--7,
2001.
Keywords:
Similarity Measures,
Time Warping,
Sequential/Temporal Data,
Sequential/Temporal Patterns.
[Abstract]
-
Bjarne K. Hansen.
Analog forecasting of ceiling and visibility using fuzzy sets.
In Preprints of the 2nd Conference on Artificial Intelligence, American Meteorological Society,
pages 1--7,
2000.
[ URL
]
Keywords:
Similarity Measures,
Nearest Neighbour Methods.
[Abstract]
-
Edward D. Kim,
Joyce M. W. Lam,
and Jiawei Han.
AIM: Approximate Intelligent Matching for Time Series Data.
In Y. Kambayashi,
M. Mohania,
and A. M. Tjoa, editors,
DAWAK00,
volume 1874 of LNCS,
London, UK,
pages 347--357,
2000.
Keywords:
Similarity Measures,
Sequential/Temporal Data.
[Abstract]
-
Weiqiang Lin,
Mehmet A. Orgun,
and Graham J. Williams.
Temporal Data Mining Using Multilevel-Local Polynomial Models.
In IDEAL00,
volume 1983 of LNCS,
pages 180--186,
2000.
Keywords:
Similarity Measures,
Sequential/Temporal Data,
Sequential/Temporal Patterns.
[Abstract]
-
Bing Liu,
Yiyuan Xia,
and Philip S. Yu.
Clustering Through Decision Tree Construction.
In CIKM00,
pages 20--29,
2000.
Keywords:
Classification,
Decision Trees,
Clustering,
Similarity Measures.
[Abstract]
-
Ykä Huhtala,
Juha Kärkkäinen,
and Hannu Toivonen.
Mining for similarities in aligned time series using wavelets.
In Data Mining and Knowledge Discovery: Theory, Tools, and Technology,
volume 3695 of SPIE Proc.,
Orlando, Florida,
pages 150--160,
1999.
Keywords:
Clustering,
Similarity Measures,
Wavelets,
Multiscale Analysis,
Sequential/Temporal Data.
[Abstract]
-
Annette Keller and Frank Klawonn.
Context Sensitive Fuzzy Clustering.
In NAFIPS99,
pages 347--351,
1999.
Keywords:
Clustering,
Similarity Measures,
Fuzzy Clustering,
Image Data.
[Abstract]
-
Eamonn J. Keogh and Michael J. Pazzani.
An Indexing Scheme for Fast Similarity Search in Large Time Series Databases.
In Proc. of the 11th Int. Conf. on Scientific and Statistical Database Management, Cleveland, Ohio,
1999.
[ URL
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Keywords:
Similarity Measures,
Sequential/Temporal Data,
Speed-up Issues.
[Abstract]
-
Eamonn J. Keogh and Michael J. Pazzani.
Scaling up Dynamic Time Warping to Massive Datasets.
In PKDD99,
number 1704 of LNAI,
Prague, Czech Republic,
pages 1--11,
1999.
[ URL
]
Keywords:
Piecewise Linear Representations,
Similarity Measures,
Time Warping,
Sequential/Temporal Data.
[Abstract]
-
Frank Klawonn and Annette Keller.
Fuzzy Clustering Based on Modified Distance Measures.
In D. J. Hand,
J. N. Kok,
and M. R. Berthold, editors,
IDA99,
Amsterdam, The Netherlands,
pages 291--301,
1999.
Keywords:
Clustering,
Similarity Measures,
Fuzzy Clustering,
Fuzzy c-Means.
[Abstract]
-
Olfa Nasraoui,
Raghu Krishnapuram,
and Anupam Joshi.
Relational Clustering Based on a New Robust Estimator with Application to Web Mining.
In NAFIPS99,
pages 705--709,
1999.
Keywords:
Noise Handling,
Clustering,
Similarity Measures,
Fuzzy c-Means,
Sequential/Temporal Data.
[Abstract]
-
Gautam Das,
King-Ip Lin,
Heikki Mannila,
Gopal Renganathan,
and Padhraic Smyth.
Rule Discovery from Time Series.
In KDD98,
pages 16-22,
1998.
Keywords:
Similarity Measures,
Sequential/Temporal Data.
[Abstract]
-
Eamonn J. Keogh and Michael J. Pazzani.
An Enhanced Representation of Time Series which allows Fast and Accurate Classification, Clustering and Relevance Feedback.
In KDD98,
pages 239--241,
1998.
Keywords:
Piecewise Linear Representations,
Classification,
Clustering,
Similarity Measures,
Sequential/Temporal Data.
[Abstract]
-
Béla Bollobás,
Gautam Das,
Dimitrios Gunopulos,
and Heikki Mannila.
Time-Series Similarity Problems and Well-Separated Geometric Sets.
In Proc. of ACM Symp. on Computational Geometry (SOCG),
1997.
Keywords:
Noise Handling,
Similarity Measures,
Sequential/Temporal Data.
[Abstract]
-
Gautam Das,
Dimitrios Gunopulos,
and Heikki Mannila.
Finding Similar Time Series.
In Proceedings of the Conference on Principles of Knowledge Discovery and Data Mining,
1997.
Keywords:
Sampling,
Noise Handling,
Similarity Measures,
Sequential/Temporal Data.
[Abstract]
-
Eamonn J. Keogh.
A Fast and Robust Method for Pattern Matching in Time Series Databases.
In Proceedings of 9th Int. Conf. on Tools with AI (TAI 97),
1997.
Keywords:
Noise Handling,
Piecewise Linear Representations,
Similarity Measures,
Sequential/Temporal Data.
[Abstract]
-
Eamonn J. Keogh and Padhraic Smyth.
A probabilistic approach to fast pattern matching in time series databases.
In KDD97,
pages 20--24,
1997.
Keywords:
Piecewise Linear Representations,
Similarity Measures,
Sequential/Temporal Data.
[Abstract]
-
Rakesh Agrawal,
King-Li Lin,
Harpreet S. Sawhney,
and Kyuseok Shim.
Fast Similarity Search in the Presence of Noise, Scaling, and Translation in Time-Series Databases.
In VLDB95,
Zürich, Switzerland,
1995.
Keywords:
Noise Handling,
Similarity Measures,
Sequential/Temporal Data.
[Abstract]
-
Rakesh Agrawal,
Christos Faloutsos,
and Arun Swami.
Efficient similarity search in sequence databases.
In FODO93,
Chicago,
pages 69--84,
1993.
Keywords:
Similarity Measures,
Sequential/Temporal Data.
[Abstract]
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