Locally adaptive dimensionality reduction for indexing large time series databases
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
Locally adaptive dimensionality reduction for indexing large time series databases
ACM Transactions on Database Systems (TODS)
Signature files and signature trees
Information Processing Letters
On the need for time series data mining benchmarks: a survey and empirical demonstration
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
On the Need for Time Series Data Mining Benchmarks: A Survey and Empirical Demonstration
Data Mining and Knowledge Discovery
A symbolic representation of time series, with implications for streaming algorithms
DMKD '03 Proceedings of the 8th ACM SIGMOD workshop on Research issues in data mining and knowledge discovery
Online Amnesic Approximation of Streaming Time Series
ICDE '04 Proceedings of the 20th International Conference on Data Engineering
Distance-function design and fusion for sequence data
Proceedings of the thirteenth ACM international conference on Information and knowledge management
A new tree inclusion algorithm
Information Processing Letters
On the top-down tree inclusion
ACST'06 Proceedings of the 2nd IASTED international conference on Advances in computer science and technology
Experiencing SAX: a novel symbolic representation of time series
Data Mining and Knowledge Discovery
iSAX: indexing and mining terabyte sized time series
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Efficiently finding unusual shapes in large image databases
Data Mining and Knowledge Discovery
iSAX: disk-aware mining and indexing of massive time series datasets
Data Mining and Knowledge Discovery
Efficient discovery of unusual patterns in time series
New Generation Computing
Approximate variable-length time series motif discovery using grammar inference
Proceedings of the Tenth International Workshop on Multimedia Data Mining
Efficient similarity query in RFID trajectory databases
WAIM'10 Proceedings of the 11th international conference on Web-age information management
A review on time series data mining
Engineering Applications of Artificial Intelligence
Piecewise cloud approximation for time series mining
Knowledge-Based Systems
Querying event sequences by exact match or similarity search: Design and empirical evaluation
Interacting with Computers
A symbolic representation method to preserve the characteristic slope of time series
SBIA'12 Proceedings of the 21st Brazilian conference on Advances in Artificial Intelligence
Experimental comparison of representation methods and distance measures for time series data
Data Mining and Knowledge Discovery
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