A comparison of DFT and DWT based similarity search in time-series databases

Locally adaptive dimensionality reduction for indexing large time series databases

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

Ensemble-index: a new approach to indexing large databases

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

Locally adaptive dimensionality reduction for indexing large time series databases

ACM Transactions on Database Systems (TODS)

A survey on wavelet applications in data mining

ACM SIGKDD Explorations Newsletter

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

Warping indexes with envelope transforms for query by humming

Proceedings of the 2003 ACM SIGMOD international conference on Management of data

A filtering method for searching similar multidimensional sequences under the time-warping distance

Information Systems

Indexing spatio-temporal trajectories with Chebyshev polynomials

SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data

An Efficient Subspace Sampling Framework for High-Dimensional Data Reduction, Selectivity Estimation, and Nearest-Neighbor Search

IEEE Transactions on Knowledge and Data Engineering

A PCA-based similarity measure for multivariate time series

Proceedings of the 2nd ACM international workshop on Multimedia databases

A Multiresolution Symbolic Representation of Time Series

ICDE '05 Proceedings of the 21st International Conference on Data Engineering

On the Use of Wavelet Decomposition for String Classification

Data Mining and Knowledge Discovery

DDR: an index method for large time-series datasets

Information Systems

Fast window correlations over uncooperative time series

Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining

A non-linear dimensionality-reduction technique for fast similarity search in large databases

Proceedings of the 2006 ACM SIGMOD international conference on Management of data

A geometrical solution to time series searching invariant to shifting and scaling

Knowledge and Information Systems

Quantizing time series for efficient similarity search under time warping

ACST'06 Proceedings of the 2nd IASTED international conference on Advances in computer science and technology

An adaptive and dynamic dimensionality reduction method for high-dimensional indexing

The VLDB Journal — The International Journal on Very Large Data Bases

An in-memory relevance feedback technique for high-performance image retrieval systems

Proceedings of the 6th ACM international conference on Image and video retrieval

StatStream: statistical monitoring of thousands of data streams in real time

VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases

Indexable PLA for efficient similarity search

VLDB '07 Proceedings of the 33rd international conference on Very large data bases

An improved feature extraction technique for high volume time series data

SPPR'07 Proceedings of the Fourth conference on IASTED International Conference: Signal Processing, Pattern Recognition, and Applications

Concise case indexing of time series in health care by means of key sequence discovery

Applied Intelligence

Fast and quality-guaranteed data streaming in resource-constrained sensor networks

Proceedings of the 9th ACM international symposium on Mobile ad hoc networking and computing

Querying and mining of time series data: experimental comparison of representations and distance measures

Proceedings of the VLDB Endowment

Fast correlation analysis on time series datasets

Proceedings of the 17th ACM conference on Information and knowledge management

Locality condensation: a new dimensionality reduction method for image retrieval

MM '08 Proceedings of the 16th ACM international conference on Multimedia

Time series classification based on qualitative space fragmentation

Advanced Engineering Informatics

A Quantitative Method for Comparing Multi-Agent-Based Simulations in Feature Space

Multi-Agent-Based Simulation IX

A time series representation model for accurate and fast similarity detection

Pattern Recognition

Similarity Matches of Gene Expression Data Based on Wavelet Transform

SCIA '09 Proceedings of the 16th Scandinavian Conference on Image Analysis

Gazpacho and summer rash: lexical relationships from temporal patterns of web search queries

EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 3 - Volume 3

An improved feature extraction technique for high volume time series data

SPPRA '07 Proceedings of the Fourth IASTED International Conference on Signal Processing, Pattern Recognition, and Applications

Analysis of time-dependent query trends in P2P file sharing systems

APNOMS'09 Proceedings of the 12th Asia-Pacific network operations and management conference on Management enabling the future internet for changing business and new computing services

A real time hybrid pattern matching scheme for stock time series

ADC '10 Proceedings of the Twenty-First Australasian Conference on Database Technologies - Volume 104

Discrete wavelet transform-based time series analysis and mining

ACM Computing Surveys (CSUR)

A review on time series data mining

Engineering Applications of Artificial Intelligence

A likelihood ratio distance measure for the similarity between the fourier transform of time series

PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining

Discovering key sequences in time series data for pattern classification

ICDM'06 Proceedings of the 6th Industrial Conference on Data Mining conference on Advances in Data Mining: applications in Medicine, Web Mining, Marketing, Image and Signal Mining

Discovering knowledge about key sequences for indexing time series cases in medical applications

ECCBR'06 Proceedings of the 8th European conference on Advances in Case-Based Reasoning

Experimental comparison of representation methods and distance measures for time series data

Data Mining and Knowledge Discovery

Heat pump detection from coarse grained smart meter data with positive and unlabeled learning

Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining

Searching time series with Hadoop in an electric power company

Proceedings of the 2nd International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications

Automatic field data analyzer for closed-loop vehicle design

Information Sciences: an International Journal

Classification of time series by shapelet transformation

Data Mining and Knowledge Discovery