Fast time-series searching with scaling and shifting

Time series similarity measures (tutorial PM-2)

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

Index interpolation: an approach to subsequence matching supporting normalization transform in time-series databases

Proceedings of the ninth international conference on Information and knowledge management

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

Prefix-querying: an approach for effective subsequence matching under time warping in sequence databases

Proceedings of the tenth international conference on Information and knowledge management

Efficient and robust feature extraction and pattern matching of time series by a lattice structure

Proceedings of the tenth international conference on Information and knowledge management

Shape-based retrieval of similar subsequences in time-series databases

Proceedings of the 2002 ACM symposium on Applied computing

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

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

General match: a subsequence matching method in time-series databases based on generalized windows

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)

Aggregation and comparison of trajectories

Proceedings of the 10th ACM international symposium on Advances in geographic information systems

Querying Time Series Data Based on Similarity

IEEE Transactions on Knowledge and Data Engineering

Motion Mining

MDIC '01 Proceedings of the Second International Workshop on Multimedia Databases and Image Communication

Efficient Pattern Matching of Time Series Data

IEA/AIE '02 Proceedings of the 15th international conference on Industrial and engineering applications of artificial intelligence and expert systems: developments in applied artificial intelligence

Efficient Similarity Search for Time Series Data Based on the Minimum Distance

CAiSE '02 Proceedings of the 14th International Conference on Advanced Information Systems Engineering

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

Efficient Subsequence Matching in Time Series Databases Under Time and Amplitude Transformations

ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining

Simplified time series representations for efficient analysis of industrial process data

Artificial Intelligence for Engineering Design, Analysis and Manufacturing

Minimum distance queries for time series data

Journal of Systems and Software

Optimizing Similarity Search for Arbitrary Length Time Series Queries

IEEE Transactions on Knowledge and Data Engineering

A Subsequence Matching Algorithm that Supports Normalization Transform in Time-Series Databases

Data Mining and Knowledge Discovery

Efficient processing of similarity search under time warping in sequence databases: an index-based approach

Information Systems - Databases: Creation, management and utilization

Bounded similarity querying for time-series data

Information and Computation - Special issue: Commemorating the 50th birthday anniversary of Paris C. Kanellakis

Elastic Translation Invariant Matching of Trajectories

Machine Learning

Performance bottleneck in time-series subsequence matching

Proceedings of the 2005 ACM symposium on Applied computing

Optimization of subsequence matching under time warping in time-series databases

Proceedings of the 2005 ACM symposium on Applied computing

Finding similarity in time series data by method of time weighted moments

ADC '05 Proceedings of the 16th Australasian database conference - Volume 39

Shape-based retrieval in time-series databases

Journal of Systems and Software

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

Knowledge and Information Systems

Indexing Multidimensional Time-Series

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

Matching and retrieving sequential patterns using regression

Web Intelligence and Agent Systems

Curve Matching, Time Warping, and Light Fields: New Algorithms for Computing Similarity between Curves

Journal of Mathematical Imaging and Vision

Generalized regression model for sequence matching and clustering

Knowledge and Information Systems

Prefix-querying with anL1 distance metric for time-series subsequence matching under time warping

Journal of Information Science

Efficient moving average transform-based subsequence matching algorithms in time-series databases

Information Sciences: an International Journal

Using multiple indexes for efficient subsequence matching in time-series databases

Information Sciences: an International Journal

Representing financial time series based on data point importance

Engineering Applications of Artificial Intelligence

Charting of geoelectric potential signal dynamics via geometrical techniques and its possible relation to significant earthquakes in Western Greece

Computers & Geosciences

Comparing network bandwidth time-series

Proceedings of the first international conference on Networks for grid applications

Time series classification based on qualitative space fragmentation

Advanced Engineering Informatics

Approximated Pattern Matching with the L1 , L2 and L∞ Metrics

SPIRE '08 Proceedings of the 15th International Symposium on String Processing and Information Retrieval

Fast Normalization-Transformed Subsequence Matching in Time-Series Databases

IEICE - Transactions on Information and Systems

GAMPS: compressing multi sensor data by grouping and amplitude scaling

Proceedings of the 2009 ACM SIGMOD International Conference on Management of data

SmartFall: an automatic fall detection system based on subsequence matching for the SmartCane

BodyNets '09 Proceedings of the Fourth International Conference on Body Area Networks

Cluster analysis on time series gene expression data

International Journal of Business Intelligence and Data Mining

Neighborhood counting for financial time series forecasting

CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation

Bounded similarity querying for time-series data

Information and Computation

Similarity search using the polar wavelet in time series databases

ICIC'07 Proceedings of the intelligent computing 3rd international conference on Advanced intelligent computing theories and applications

Adaptive distance measurement for time series databases

DASFAA'07 Proceedings of the 12th international conference on Database systems for advanced applications

Scaling-invariant boundary image matching using time-series matching techniques

Data & Knowledge Engineering

A review on time series data mining

Engineering Applications of Artificial Intelligence

Patterns of temporal variation in online media

Proceedings of the fourth ACM international conference on Web search and data mining

A novel clustering method on time series data

Expert Systems with Applications: An International Journal

Using multiple indexes for efficient subsequence matching in time-series databases

DASFAA'06 Proceedings of the 11th international conference on Database Systems for Advanced Applications

An index-based method for timestamped event sequence matching

DEXA'05 Proceedings of the 16th international conference on Database and Expert Systems Applications

Efficient pattern matching of multidimensional sequences

RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part II

Incremental DFT based search algorithm for similar sequence

FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I

Of motifs and goals: mining trajectory data

Proceedings of the 20th International Conference on Advances in Geographic Information Systems

OBST-based segmentation approach to financial time series

Engineering Applications of Artificial Intelligence