MALM: a framework for mining sequence database at multiple abstraction levels
Proceedings of the seventh international conference on Information and knowledge management
Fast time-series searching with scaling and shifting
PODS '99 Proceedings of the eighteenth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Temporal sequence learning and data reduction for anomaly detection
ACM Transactions on Information and System Security (TISSEC)
Mining the stock market (extended abstract): which measure is best?
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
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
Aggregation and comparison of trajectories
Proceedings of the 10th ACM international symposium on Advances in geographic information 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
Data Reduction and Noise Filtering for Predicting Times Series
WAIM '02 Proceedings of the Third International Conference on Advances in Web-Age Information Management
Mining Temporal Patterns from Health Care Data
DaWaK 2000 Proceedings of the 4th International Conference on Data Warehousing and Knowledge Discovery
Temporal Data Mining Using Hidden Markov-Local Polynomial Models
PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining
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
Some Results on Flexible-Pattern Discovery
COM '00 Proceedings of the 11th Annual Symposium on Combinatorial Pattern Matching
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
Time-series similarity problems and well-separated geometric sets
Nordic Journal of Computing
A template model for multidimensional inter-transactional association rules
The VLDB Journal — The International Journal on Very Large Data Bases
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
A new distributed data mining model based on similarity
Proceedings of the 2003 ACM symposium on Applied computing
Indexing multi-dimensional time-series with support for multiple distance measures
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Minimum distance queries for time series data
Journal of Systems and Software
Retrieval strategies for case-based reasoning: a categorised bibliography
The Knowledge Engineering Review
Information Systems - Databases: Creation, management and utilization
Mining Surprising Periodic Patterns
Data Mining and Knowledge Discovery
Online event-driven subsequence matching over financial data streams
SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
Clustering time series from ARMA models with clipped data
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
On lossy time decompositions of time stamped documents
Proceedings of the thirteenth ACM international conference on Information and knowledge management
A PCA-based similarity measure for multivariate time series
Proceedings of the 2nd ACM international workshop on Multimedia databases
Elastic Translation Invariant Matching of Trajectories
Machine Learning
Subsequence matching on structured time series data
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
Optimization of subsequence matching under time warping in time-series databases
Proceedings of the 2005 ACM symposium on Applied computing
Information Sciences—Informatics and Computer Science: An International Journal
Partial Elastic Matching of Time Series
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
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
Time series extrapolation using hierarchical case-based reasoning
SPPRA'06 Proceedings of the 24th IASTED international conference on Signal processing, pattern recognition, and applications
Distributed spatio-temporal similarity search
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Learning recurrent behaviors from heterogeneous multivariate time-series
Artificial Intelligence in Medicine
Stock time series pattern matching: Template-based vs. rule-based approaches
Engineering Applications of Artificial Intelligence
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
General Hierarchical Model (GHM) to measure similarity of time series
ACM SIGMOD Record
Finding tribes: identifying close-knit individuals from employment patterns
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Using multiple indexes for efficient subsequence matching in time-series databases
Information Sciences: an International Journal
Association-based similarity testing and its applications
Intelligent Data Analysis
Indexing large human-motion databases
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
On the marriage of Lp-norms and edit distance
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Efficient Similarity Search over Future Stream Time Series
IEEE Transactions on Knowledge and Data Engineering
Comparing network bandwidth time-series
Proceedings of the first international conference on Networks for grid applications
Knowledge Aquisition and Data Storage in Mobile GeoSensor Networks
GeoSensor Networks
Mining Temporal Association Patterns under a Similarity Constraint
SSDBM '08 Proceedings of the 20th international conference on Scientific and Statistical Database Management
Component Selection to Optimize Distance Function Learning in Complex Scientific Data Sets
DEXA '08 Proceedings of the 19th international conference on Database and Expert Systems Applications
Privately detecting bursts in streaming, distributed time series data
Data & Knowledge Engineering
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Fast likelihood search for hidden Markov models
ACM Transactions on Knowledge Discovery from Data (TKDD)
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
An approach to discovering multi-temporal patterns and its application to financial databases
Information Sciences: an International Journal
Information Sciences: an International Journal
A review on time series data mining
Engineering Applications of Artificial Intelligence
Spectral clustering for time series
ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
Elastic partial matching of time series
PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases
Online signature verification with new time series kernels for support vector machines
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
Style similarity measure for video documents comparison
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
Efficient algorithms for constructing time decompositions of time stamped documents
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
Temporal data mining for smart homes
Designing Smart Homes
Mining Travel Patterns from Geotagged Photos
ACM Transactions on Intelligent Systems and Technology (TIST)
Business impact analysis using time correlations
DEECS'06 Proceedings of the Second international conference on Data Engineering Issues in E-Commerce and Services
Mining association rules from time series to explain failures in a hot-dip galvanizing steel line
Computers and Industrial Engineering
Distributed distance matrix generator based on agents
Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics
ACM Computing Surveys (CSUR)
Identifying stock similarity based on multi-event episodes
AusDM '08 Proceedings of the 7th Australasian Data Mining Conference - Volume 87
The influence of global constraints on similarity measures for time-series databases
Knowledge-Based Systems
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