Adaptive query processing for time-series data

Deformable Markov model templates for time-series pattern matching

Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining

Mining the stock market (extended abstract): which measure is best?

Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining

Locally adaptive dimensionality reduction for indexing large time series databases

SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data

Continually evaluating similarity-based pattern queries on a streaming time series

Proceedings of the 2002 ACM SIGMOD international conference on Management of data

Locally adaptive dimensionality reduction for indexing large time series databases

ACM Transactions on Database Systems (TODS)

A Survey of Temporal Knowledge Discovery Paradigms and Methods

IEEE Transactions on Knowledge and Data Engineering

A Simple Dimensionality Reduction Technique for Fast Similarity Search in Large Time Series Databases

PADKK '00 Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Current Issues and New Applications

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

Finding surprising patterns in a time series database in linear time and space

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

Visually mining and monitoring massive time series

Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining

Symbolic representation and retrieval of moving object trajectories

Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval

Distance-function design and fusion for sequence data

Proceedings of the thirteenth ACM international conference on Information and knowledge management

Continuous Similarity-Based Queries on Streaming Time Series

IEEE Transactions on Knowledge and Data Engineering

Visualizing and discovering non-trivial patterns in large time series databases

Information Visualization

Experiencing SAX: a novel symbolic representation of time series

Data Mining and Knowledge Discovery

Efficient Similarity Search over Future Stream Time Series

IEEE Transactions on Knowledge and Data Engineering

Finding repetitive patterns in 3D human motion captured data

Proceedings of the 2nd international conference on Ubiquitous information management and communication

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

Cluster-based genetic segmentation of time series with DWT

Pattern Recognition Letters

A review on time series data mining

Engineering Applications of Artificial Intelligence

Piecewise cloud approximation for time series mining

Knowledge-Based Systems

Temporal data mining for smart homes

Designing Smart Homes

Data mining a diabetic data warehouse

Artificial Intelligence in Medicine

Time-series data mining

ACM Computing Surveys (CSUR)

GDTW-P-SVMs: Variable-length time series analysis using support vector machines

Neurocomputing

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

Time series representation: a random shifting perspective

WAIM'13 Proceedings of the 14th international conference on Web-Age Information Management