Similarity-based queries for time series data
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
Supporting fast search in time series for movement patterns in multiple scales
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
Scalable algorithms for mining large databases
KDD '99 Tutorial notes of the fifth 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 ninth international conference on Information and knowledge management
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
ADC '01 Proceedings of the 12th Australasian database conference
Efficient retrieval of similar time series
Information organization and databases
Aggregation and comparison of trajectories
Proceedings of the 10th ACM international symposium on Advances in geographic information systems
Fast and Effective Retrieval of Medical Tumor Shapes
IEEE Transactions on Knowledge and Data Engineering
Querying Time Series Data Based on Similarity
IEEE Transactions on Knowledge and Data Engineering
A Survey of Temporal Knowledge Discovery Paradigms and Methods
IEEE Transactions on Knowledge and Data Engineering
High-dimensional nearest neighbor search with remote data centers
Knowledge and Information Systems
Supporting Movement Pattern Queries in User-Specified Scales
IEEE Transactions on Knowledge and Data Engineering
MDIC '01 Proceedings of the Second International Workshop on Multimedia Databases and Image Communication
Context-Based Similarity Measures for Categorical Databases
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
Fast Time Sequence Indexing for Arbitrary Lp Norms
VLDB '00 Proceedings of the 26th International Conference on Very Large Data Bases
Similarity between Event Types in Sequences
DaWaK '99 Proceedings of the First International Conference on Data Warehousing and Knowledge Discovery
AIM: Approximate Intelligent Matching for Time Series Data
DaWaK 2000 Proceedings of the Second International Conference on Data Warehousing and Knowledge Discovery
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
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
Indexing very high-dimensional sparse and quasi-sparse vectors for similarity searches
The VLDB Journal — The International Journal on Very Large Data Bases
Feature-based classification of time-series data
Information processing and technology
Efficient retrieval of similar shapes
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
Extending the constraint database framework
PCK50 Proceedings of the Paris C. Kanellakis memorial workshop on Principles of computing & knowledge: Paris C. Kanellakis memorial workshop on the occasion of his 50th birthday
Supporting Content-Based Searches on Time Series via Approximation
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
Warping indexes with envelope transforms for query by humming
Proceedings of the 2003 ACM SIGMOD international conference on Management of data
Sequential Association Rule Mining with Time Lags
Journal of Intelligent Information Systems
Similarity search of time-warped subsequences via a suffix tree
Information Systems
Minimum distance queries for time series data
Journal of Systems and Software
A Subsequence Matching Algorithm that Supports Normalization Transform in Time-Series Databases
Data Mining and Knowledge Discovery
Information Systems - Databases: Creation, management and utilization
Fast Detection of XML Structural Similarity
IEEE Transactions on Knowledge and Data Engineering
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 Multiresolution Symbolic Representation of Time Series
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
Distributed Data Streams Indexing using Content-Based Routing Paradigm
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Papers - Volume 01
Robust and fast similarity search for moving object trajectories
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
A segment-wise time warping method for time scaling searching
Information Sciences—Informatics and Computer Science: An International Journal
Efficient evaluation of parameterized pattern queries
Proceedings of the 14th ACM international conference on Information and knowledge management
Geoinformatica
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 non-linear dimensionality-reduction technique for fast similarity search in large databases
Proceedings of the 2006 ACM SIGMOD international conference on Management of data
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
Matching and retrieving sequential patterns using regression
Web Intelligence and Agent Systems
Time series extrapolation using hierarchical case-based reasoning
SPPRA'06 Proceedings of the 24th IASTED international conference on Signal processing, pattern recognition, and applications
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
RFID data management for effective objects tracking
Proceedings of the 2007 ACM symposium on Applied computing
Warping the time on data streams
Data & Knowledge Engineering
An efficient and accurate method for evaluating time series similarity
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
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
Data & Knowledge Engineering
An in-memory relevance feedback technique for high-performance image retrieval systems
Proceedings of the 6th ACM international conference on Image and video retrieval
StatStream: statistical monitoring of thousands of data streams in real time
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
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
On the marriage of Lp-norms and edit distance
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
XML document similarity measure in terms of the structure and contents
CEA'08 Proceedings of the 2nd WSEAS International Conference on Computer Engineering and Applications
Approximate embedding-based subsequence matching of time series
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Distributed classification of acoustic targets in wireless audio-sensor networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
On efficiently searching trajectories and archival data for historical similarities
Proceedings of the VLDB Endowment
A skip-list approach for efficiently processing forecasting queries
Proceedings of the VLDB Endowment
Information Sciences: an International Journal
Imputation of missing sensor data values using in-exact replicas
International Journal of Intelligent Systems Technologies and Applications
A Framework for Trajectory Clustering
GSN '09 Proceedings of the 3rd International Conference on GeoSensor Networks
Towards faster activity search using embedding-based subsequence matching
Proceedings of the 2nd International Conference on PErvasive Technologies Related to Assistive Environments
Case-based retrieval to support the treatment of end stage renal failure patients
Artificial Intelligence in Medicine
Neighborhood counting for financial time series forecasting
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
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
Distortion-free predictive streaming time-series matching
Information Sciences: an International Journal
An information retrieval approach to predicting meteorological data
International Journal of Modelling and Simulation
A time weighted neighbourhood counting similarity for time series analysis
RSKT'08 Proceedings of the 3rd international conference on Rough sets and knowledge technology
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
Ensembles of nearest neighbor forecasts
ECML'06 Proceedings of the 17th European conference on Machine Learning
Using multiple indexes for efficient subsequence matching in time-series databases
DASFAA'06 Proceedings of the 11th international conference on Database Systems for Advanced 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
An index-based method for timestamped event sequence matching
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
Business impact analysis using time correlations
DEECS'06 Proceedings of the Second international conference on Data Engineering Issues in E-Commerce and Services
Visually exploring movement data via similarity-based analysis
Journal of Intelligent Information Systems
A new SAX-GA methodology applied to investment strategies optimization
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Proceedings of the 16th International Database Engineering & Applications Sysmposium
Up and down trend associations in analysis of time series shape association patterns
MCPR'12 Proceedings of the 4th Mexican conference on Pattern Recognition
ACM Computing Surveys (CSUR)
Expert Systems with Applications: An International Journal
The influence of global constraints on similarity measures for time-series databases
Knowledge-Based Systems
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