Fast subsequence matching in time-series databases
SIGMOD '94 Proceedings of the 1994 ACM SIGMOD international conference on Management of data
Adaptive query processing for time-series data
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Efficient Similarity Search In Sequence Databases
FODO '93 Proceedings of the 4th International Conference on Foundations of Data Organization and Algorithms
Approximate Queries and Representations for Large Data Sequences
ICDE '96 Proceedings of the Twelfth International Conference on Data Engineering
Efficient Retrieval of Similar Time Sequences Under Time Warping
ICDE '98 Proceedings of the Fourteenth International Conference on Data Engineering
Fast Similarity Search in the Presence of Noise, Scaling, and Translation in Time-Series Databases
VLDB '95 Proceedings of the 21th International Conference on Very Large Data Bases
An Indexing Scheme for Fast Similarity Search in Large Time Series Databases
SSDBM '99 Proceedings of the 11th International Conference on Scientific and Statistical Database Management
Efficient Time Series Matching by Wavelets
ICDE '99 Proceedings of the 15th International Conference on Data Engineering
Time series similarity measures (tutorial PM-2)
Tutorial notes of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
F4: large-scale automated forecasting using fractals
Proceedings of the eleventh international conference on Information and knowledge management
Aggregation and comparison of trajectories
Proceedings of the 10th ACM international symposium on Advances in geographic information systems
MDIC '01 Proceedings of the Second International Workshop on Multimedia Databases and Image Communication
Pattern Extraction for Time Series Classification
PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery
Conceptual Clustering of Heterogeneous Sequences via Schema Mapping
ISMIS '02 Proceedings of the 13th International Symposium on Foundations of Intelligent Systems
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
Conceptual Clustering of Heterogeneous GeneExpression Sequences
Artificial Intelligence Review
Probabilistic discovery of time series motifs
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Mining Surprising Periodic Patterns
Data Mining and Knowledge Discovery
Towards parameter-free data mining
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Modeling waveform shapes with random effects segmental hidden Markov models
UAI '04 Proceedings of the 20th conference on Uncertainty in artificial intelligence
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
A Bit Level Representation for Time Series Data Mining with Shape Based Similarity
Data Mining and Knowledge Discovery
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
Time series extrapolation using hierarchical case-based reasoning
SPPRA'06 Proceedings of the 24th IASTED international conference on Signal processing, pattern recognition, and applications
Compression-based data mining of sequential data
Data Mining and Knowledge Discovery
Segmental Hidden Markov Models with Random Effects for Waveform Modeling
The Journal of Machine Learning Research
Journal of Mathematical Imaging and Vision
Learning and Inferring Motion Patterns using Parametric Segmental Switching Linear Dynamic Systems
International Journal of Computer Vision
Discovering original motifs with different lengths from time series
Knowledge-Based Systems
Integrating Multiple Data Sources for Stock Prediction
WISE '08 Proceedings of the 9th international conference on Web Information Systems Engineering
Periodic Pattern Analysis in Time Series Databases
DASFAA '09 Proceedings of the 14th International Conference on Database Systems for Advanced Applications
Efficient discovery of unusual patterns in time series
New Generation Computing
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
Kernels for Periodic Time Series Arising in Astronomy
ECML PKDD '09 Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: Part II
Bounded similarity querying for time-series data
Information and Computation
Pattern recognition in stock data based on a new segmentation algorithm
KSEM'07 Proceedings of the 2nd international conference on Knowledge science, engineering and management
Similarity search in multimedia time series data using amplitude-level features
MMM'08 Proceedings of the 14th international conference on Advances in multimedia modeling
Mining multiple time series co-movements
APWeb'08 Proceedings of the 10th Asia-Pacific web conference on Progress in WWW research and development
Modeling and segmentation of audio descriptor profiles with segmental models
Pattern Recognition Letters
A review on time series data mining
Engineering Applications of Artificial Intelligence
SciQL: bridging the gap between science and relational DBMS
Proceedings of the 15th Symposium on International Database Engineering & Applications
Partially ordered template-based matching algorithm for financial time series
IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems
Segmental semi-markov model based online series pattern detection under arbitrary time scaling
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
Temporal data mining for smart homes
Designing Smart Homes
ACM Computing Surveys (CSUR)
Rotation-invariant similarity in time series using bag-of-patterns representation
Journal of Intelligent Information Systems
Preserving Privacy in Time Series Data Mining
International Journal of Data Warehousing and Mining
RCSI: scalable similarity search in thousand(s) of genomes
Proceedings of the VLDB Endowment
Unsupervised categorization of human motion sequences
Intelligent Data Analysis
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