Discovering similar patterns in time series
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Time series similarity measures (tutorial PM-2)
Tutorial notes of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Temporal Coupling Verification in Time Series Databases
Journal of Intelligent Information Systems - Data warehousing and knowledge discovery
Segment-based approach for subsequence searches in sequence databases
Proceedings of the 2001 ACM symposium on Applied computing
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
A Survey of Temporal Knowledge Discovery Paradigms and Methods
IEEE Transactions on Knowledge and Data Engineering
A Multiagent Framework for Automated Online Bargaining
IEEE Intelligent Systems
IEEE Transactions on Knowledge and Data Engineering
A Multistrategy Approach to the Classification of Phases in Business Cycles
ECML '02 Proceedings of the 13th European Conference on Machine Learning
An Augmented Visual Query Mechanism for Finding Patterns in Time Series Data
FQAS '02 Proceedings of the 5th International Conference on Flexible Query Answering Systems
Algorithm for Matching Sets of Time Series
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
MSTS: A System for Mining Sets of Time Series
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
Learning First Order Logic Time Series Classifiers: Rules and Boosting
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
Discovery of Temporal Patterns. Learning Rules about the Qualitative Behaviour of Time Series
PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery
Pattern Extraction for Time Series Classification
PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery
Identifying Temporal Patterns for Characterization and Prediction of Financial Time Series Events
TSDM '00 Proceedings of the First International Workshop on Temporal, Spatial, and Spatio-Temporal Data Mining-Revised Papers
Discovering and Matching Elastic Rules from Sequence Databases
ISMIS '00 Proceedings of the 12th International Symposium on Foundations of Intelligent Systems
Analysis of Strength Data Based on Expert Knowledge
ISMDA '01 Proceedings of the Second International Symposium on Medical Data Analysis
Extraction of Primitive Motion for Human Motion Recognition
DS '99 Proceedings of the Second International Conference on Discovery Science
Discovering of Correlation from Multi-stream of Human Motion
DS '00 Proceedings of the Third International Conference on Discovery Science
Extraction of Primitive Motion and Discovery of Association Rules from Human Motion Data
Progress in Discovery Science, Final Report of the Japanese Discovery Science Project
Finding Informative Rules in Interval Sequences
IDA '01 Proceedings of the 4th International Conference on Advances in Intelligent Data Analysis
Applying Boosting to Similarity Literals for Time Series Classification
MCS '00 Proceedings of the First International Workshop on Multiple Classifier Systems
Learning Classification RBF Networks by Boosting
MCS '01 Proceedings of the Second International Workshop on Multiple Classifier Systems
Dynamic vp-tree indexing for n-nearest neighbor search given pair-wise distances
The VLDB Journal — The International Journal on Very Large Data Bases
Feature-based classification of time-series data
Information processing and technology
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
Mining Asynchronous Periodic Patterns in Time Series Data
IEEE Transactions on Knowledge and Data Engineering
A bibliography of temporal, spatial and spatio-temporal data mining research
ACM SIGKDD Explorations Newsletter
A hybrid approach to knowledge discovery from military health systems
Neural, Parallel & Scientific Computations - Special issue: Advances in intelligent systems and applications
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
Similarity search of time-warped subsequences via a suffix tree
Information Systems
To buy or not to buy: mining airfare data to minimize ticket purchase price
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Visualizing constraint-based temporal association rules
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Information Systems - Databases: Creation, management and utilization
Mining Surprising Periodic Patterns
Data Mining and Knowledge Discovery
FTW: fast similarity search under the time warping distance
Proceedings of the twenty-fourth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Optimization of subsequence matching under time warping in time-series databases
Proceedings of the 2005 ACM symposium on Applied computing
3D trajectory matching by pose normalization
Proceedings of the 13th annual ACM international workshop on Geographic information systems
Nested Monte Carlo EM Algorithm for Switching State-Space Models
IEEE Transactions on Knowledge and Data Engineering
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Information Preserving Time Decompositions of Time Stamped Documents*
Data Mining and Knowledge Discovery
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
AIA'06 Proceedings of the 24th IASTED international conference on Artificial intelligence and applications
Discovering and Matching Elastic Rules from Sequence Databases
Fundamenta Informaticae - Intelligent Systems
Prefix-querying with anL1 distance metric for time-series subsequence matching under time warping
Journal of Information Science
Using multiple indexes for efficient subsequence matching in time-series databases
Information Sciences: an International Journal
Boosting interval based literals
Intelligent Data Analysis
On the marriage of Lp-norms and edit distance
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Ranked subsequence matching in time-series databases
VLDB '07 Proceedings of the 33rd 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
Matching of quasi-periodic time series patterns by exchange of block-sorting signatures
Pattern Recognition Letters
Efficient Similarity Search over Future Stream Time Series
IEEE Transactions on Knowledge and Data Engineering
A spatiotemporal view of transactional data for data mining
ICCOMP'05 Proceedings of the 9th WSEAS International Conference on Computers
Linguistic Summarization of Time Series Under Different Granulation of Describing Features
RSEISP '07 Proceedings of the international conference on Rough Sets and Intelligent Systems Paradigms
Gesture recognition in flow based on PCA and using multiagent system
Proceedings of the 2008 ACM symposium on Virtual reality software and technology
Technology Extraction of Expert Operator Skills from Process Time Series Data
Learning Classifier Systems
Verbal Explaining of the Behavior of Time-Series Data
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
Gesture recognition in flow based on PCA analysis using multiagent system
ACE '08 Proceedings of the 2008 International Conference on Advances in Computer Entertainment Technology
Finding Motifs of Financial Data Streams in Real Time
ISICA '08 Proceedings of the 3rd International Symposium on Advances in Computation and Intelligence
Adaptive correlation analysis in stream time series with sliding windows
Computers & Mathematics with Applications
Exploration of term relationship for Bayesian network based sentence retrieval
Pattern Recognition Letters
Mining closed patterns in multi-sequence time-series databases
Data & Knowledge Engineering
Visual data mining of multimedia data for social and behavioral studies
Information Visualization
Mining tree-structured data on multicore systems
Proceedings of the VLDB Endowment
Reduced data similarity-based matching for time series patterns alignment
Pattern Recognition Letters
Discovering temporal/causal rules: a comparison of methods
AI'03 Proceedings of the 16th Canadian society for computational studies of intelligence conference on Advances in artificial intelligence
Parallel algorithms for mining association rules in time series data
ISPA'03 Proceedings of the 2003 international conference on Parallel and distributed processing and applications
Human motion recognition using Isomap and dynamic time warping
Proceedings of the 2nd conference on Human motion: understanding, modeling, capture and animation
A review on time series data mining
Engineering Applications of Artificial Intelligence
MDAI'10 Proceedings of the 7th international conference on Modeling decisions for artificial intelligence
Robust sequence alignment for actor-object interaction recognition: Discovering actor-object states
Computer Vision and Image Understanding
Research on similarity matching for multiple granularities time-series data
ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications: Part I
A new approach for processing ranked subsequence matching based on ranked union
Proceedings of the 2011 ACM SIGMOD International Conference on Management of data
An index-based time-series subsequence matching under time warping
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
An efficient range query under the time warping distance
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
Feature detection from illustration of time-series data
GREC'05 Proceedings of the 6th international conference on Graphics Recognition: ten Years Review and Future Perspectives
Exploiting efficient parallelism for mining rules in time series data
HPCC'05 Proceedings of the First international conference on High Performance Computing and Communications
Recognition of gesture sequences in real-time flow, context of virtual theater
GW'09 Proceedings of the 8th international conference on Gesture in Embodied Communication and Human-Computer Interaction
Selecting the best units in a fleet: performance prediction from equipment peers
ICCBR'05 Proceedings of the 6th international conference on Case-Based Reasoning Research and Development
Business impact analysis using time correlations
DEECS'06 Proceedings of the Second international conference on Data Engineering Issues in E-Commerce and Services
Human behavior analysis in ubiquitous environments for energy efficiency improvement
AmI'11 Proceedings of the Second international conference on Ambient Intelligence
A method of similarity measure and visualization for long time series using binary patterns
PAKDD'11 Proceedings of the 15th international conference on New Frontiers in Applied Data Mining
Visually exploring movement data via similarity-based analysis
Journal of Intelligent Information Systems
A method for automated temporal knowledge acquisition applied to sleep-related breathing disorders
Artificial Intelligence in Medicine
Searching similar trajectories in real time: an effectiveness and efficiency study
WAIM'11 Proceedings of the 2011 international conference on Web-Age Information Management
Discovering and Matching Elastic Rules from Sequence Databases
Fundamenta Informaticae - Intelligent Systems
Pattern discovery in data streams under the time warping distance
The VLDB Journal — The International Journal on Very Large Data Bases
Efficient identification and approximation of k-nearest moving neighbors
Proceedings of the 21st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
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