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

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

Similarity measure based on partial information of time series

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

Clustering of streaming time series is meaningless

DMKD '03 Proceedings of the 8th ACM SIGMOD workshop on Research issues in data mining and knowledge discovery

Clustering of Time Series Subsequences is Meaningless: Implications for Previous and Future Research

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

Selecting the right objective measure for association analysis

Information Systems - Knowledge discovery and data mining (KDD 2002)

Towards parameter-free data mining

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

A Multiresolution Symbolic Representation of Time Series

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

Kernel-Density-Based Clustering of Time Series Subsequences Using a Continuous Random-Walk Noise Model

ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining

Generalized Dimension-Reduction Framework for Recent-Biased Time Series Analysis

IEEE Transactions on Knowledge and Data Engineering

Feature-based generators for time series data

WSC '05 Proceedings of the 37th conference on Winter simulation

Compression-based data mining of sequential data

Data Mining and Knowledge Discovery

Supporting ranking and clustering as generalized order-by and group-by

Proceedings of the 2007 ACM SIGMOD international conference on Management of data

General Hierarchical Model (GHM) to measure similarity of time series

ACM SIGMOD Record

Experiencing SAX: a novel symbolic representation of time series

Data Mining and Knowledge Discovery

A dimensionality reduction technique for efficient time series similarity analysis

Information Systems

Sequence Matching for Suspicious Activity Detection in Anti-Money Laundering

PAISI, PACCF and SOCO '08 Proceedings of the IEEE ISI 2008 PAISI, PACCF, and SOCO international workshops on Intelligence and Security Informatics

Flexible least squares for temporal data mining and statistical arbitrage

Expert Systems with Applications: An International Journal

Establishing relationships among patterns in stock market data

Data & Knowledge Engineering

Finding Structural Similarity in Time Series Data Using Bag-of-Patterns Representation

SSDBM 2009 Proceedings of the 21st International Conference on Scientific and Statistical Database Management

Evolutionary Optimization of Trading Strategies

Proceedings of the 2008 conference on Applications of Data Mining in E-Business and Finance

Time series analysis with multiple resolutions

Information Systems

Clustering of discretely observed diffusion processes

Computational Statistics & Data Analysis

A study on interestingness measures for associative classifiers

Proceedings of the 2010 ACM Symposium on Applied Computing

Efficiently detecting clusters of mobile objects in the presence of dense noise

Proceedings of the 2010 ACM Symposium on Applied Computing

Agent-based evolutionary optimisation of trading strategies

International Journal of Intelligent Information and Database Systems

Gene trajectory clustering for learning the stock market sectors

ICANNGA'09 Proceedings of the 9th international conference on Adaptive and natural computing algorithms

Point-distribution algorithm for mining vector-item patterns

Proceedings of the ACM SIGKDD Workshop on Useful Patterns

An analytic approach to select data mining for business decision

Expert Systems with Applications: An International Journal

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 novel clustering method on time series data

Expert Systems with Applications: An International Journal

A multi-hierarchical representation for similarity measurement of time series

PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining

Evaluating interestingness measures with linear correlation graph

IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems

A BIRCH-Based clustering method for large time series databases

PAKDD'11 Proceedings of the 15th international conference on New Frontiers in Applied Data Mining

Optimizing investment strategies with the reconfigurable hardware platform RIVYERA

International Journal of Reconfigurable Computing - Special issue on High-Performance Reconfigurable Computing

Rotation-invariant similarity in time series using bag-of-patterns representation

Journal of Intelligent Information Systems

Center-Wise intra-inter silhouettes

SUM'12 Proceedings of the 6th international conference on Scalable Uncertainty Management

Identifying stock similarity based on multi-event episodes

AusDM '08 Proceedings of the 7th Australasian Data Mining Conference - Volume 87

Adaptive evolutionary clustering

Data Mining and Knowledge Discovery