Indexing values of time sequences
CIKM '96 Proceedings of the fifth international conference on Information and knowledge management
Time-series similarity problems and well-separated geometric sets
SCG '97 Proceedings of the thirteenth annual symposium on Computational geometry
Retrieving video data via motion tracks of content symbols
CIKM '97 Proceedings of the sixth international conference on Information and knowledge management
Using a sequential index in terrain-aided navigation
CIKM '97 Proceedings of the sixth international conference on Information and knowledge management
Supporting fast search in time series for movement patterns in multiple scales
Proceedings of the seventh international conference on Information and knowledge management
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
Relevance feedback retrieval of time series data
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Adaptive query processing for time-series data
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Deformable Markov model templates for time-series pattern matching
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Scaling up dynamic time warping for datamining applications
Proceedings 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
Knowledge Discovery from Series of Interval Events
Journal of Intelligent Information Systems - Data warehousing and knowledge discovery
Locally adaptive dimensionality reduction for indexing large time series databases
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
Continually evaluating similarity-based pattern queries on a streaming time series
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)
Querying Time Series Data Based on Similarity
IEEE Transactions on Knowledge and Data Engineering
Supporting Movement Pattern Queries in User-Specified Scales
IEEE Transactions on Knowledge and Data Engineering
Querying Continuous Time Sequences
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
DaWaK '99 Proceedings of the First International Conference on Data Warehousing and Knowledge Discovery
SQL/LPP+: A Cascading Query Language for Temporal Correlation Verification
DaWaK '99 Proceedings of the First International Conference on Data Warehousing and Knowledge Discovery
PADKK '00 Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Current Issues and New Applications
Micro Similarity Queries in Time Series Database
PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining
Time-series similarity problems and well-separated geometric sets
Nordic Journal of Computing
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
Similarity measure based on partial information of time series
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Supporting Content-Based Searches on Time Series via Approximation
SSDBM '00 Proceedings of the 12th International Conference on Scientific and Statistical Database Management
SSDBM '00 Proceedings of the 12th International Conference on Scientific and Statistical Database Management
On the Need for Time Series Data Mining Benchmarks: A Survey and Empirical Demonstration
Data Mining and Knowledge Discovery
Similarity search of time-warped subsequences via a suffix tree
Information Systems
The framework for approximate queries on simulation data
Information Sciences—Informatics and Computer Science: An International Journal
MeshSQL: the query language for simulation mesh data
Information Sciences—Informatics and Computer Science: An International Journal - Mining stream data
Indexing spatio-temporal trajectories with Chebyshev polynomials
SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
Bounded similarity querying for time-series data
Information and Computation - Special issue: Commemorating the 50th birthday anniversary of Paris C. Kanellakis
Continuous Similarity-Based Queries on Streaming Time Series
IEEE Transactions on Knowledge and Data Engineering
A segment-wise time warping method for time scaling searching
Information Sciences—Informatics and Computer Science: An International Journal
A geometrical solution to time series searching invariant to shifting and scaling
Knowledge and Information Systems
IEEE Transactions on Parallel and Distributed Systems
Indexing time series using signatures
Intelligent Data Analysis
Matching of quasi-periodic time series patterns by exchange of block-sorting signatures
Pattern Recognition Letters
Finding repetitive patterns in 3D human motion captured data
Proceedings of the 2nd international conference on Ubiquitous information management and communication
On the brink: searching for drops in sensor data
EDBT '08 Proceedings of the 11th international conference on Extending database technology: Advances in database technology
Activity based surveillance video content modelling
Pattern Recognition
Fast and quality-guaranteed data streaming in resource-constrained sensor networks
Proceedings of the 9th ACM international symposium on Mobile ad hoc networking and computing
A fuzzy-driven genetic algorithm for sequence segmentation applied to genomic sequences
Applied Soft Computing
iSAX: disk-aware mining and indexing of massive time series datasets
Data Mining and Knowledge Discovery
Relaxed selection techniques for querying time-series graphs
Proceedings of the 22nd annual ACM symposium on User interface software and technology
Bounded similarity querying for time-series data
Information and Computation
A segment-wise time warping method for time scaling searching
Information Sciences: an International Journal
Reduced data similarity-based matching for time series patterns alignment
Pattern Recognition Letters
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
A real time hybrid pattern matching scheme for stock time series
ADC '10 Proceedings of the Twenty-First Australasian Conference on Database Technologies - Volume 104
A review on time series data mining
Engineering Applications of Artificial Intelligence
SIAM Journal on Scientific Computing
Mining delay in streaming time series of industrial process
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
An adaptive algorithm for online time series segmentation with error bound guarantee
Proceedings of the 15th International Conference on Extending Database Technology
Expert Systems with Applications: An International Journal
Model-based integration of past & future in TimeTravel
Proceedings of the VLDB Endowment
ACM Computing Surveys (CSUR)
Asynchronism-based principal component analysis for time series data mining
Expert Systems with Applications: An International Journal
An approach to dimensionality reduction in time series
Information Sciences: an International Journal
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Many new database application domains such as experimental sciences and medicine are characterized by large sequences as their main form of data. Using approximate representation can significantly reduce the required storage and search space. A good choice of representation, can support a broad new class of approximate queries, needed in these domains. These queries are concerned with application-dependent features of the data as opposed to the actual sampled points. We introduce a new notion of generalized approximate queries and a general divide and conquer approach that supports them. This approach uses families of real-valued functions as an approximate representation. We present an algorithm for realizing our technique, and the results of applying it to medical cardiology data.