Efficient Retrieval of Similar Time Sequences Under Time Warping

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

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

Time series similarity measures (tutorial PM-2)

Tutorial notes of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining

Index interpolation: an approach to subsequence matching supporting normalization transform in time-series databases

Proceedings of the ninth international conference on Information and knowledge management

A comparison of DFT and DWT based similarity search in time-series databases

Proceedings of the ninth international conference on Information and knowledge management

Segment-based approach for subsequence searches in sequence databases

Proceedings of the 2001 ACM symposium on Applied computing

Locally adaptive dimensionality reduction for indexing large time series databases

SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data

Prefix-querying: an approach for effective subsequence matching under time warping in sequence databases

Proceedings of the tenth international conference on Information and knowledge management

Efficient and robust feature extraction and pattern matching of time series by a lattice structure

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

Topological mapping: a dimensionality reduction method for efficient video search

Proceedings of the 2002 ACM symposium on Applied computing

A subsequence matching algorithm supporting moving average transform of arbitrary order in time-series databases using index interpolation

ADC '01 Proceedings of the 12th Australasian database conference

General match: a subsequence matching method in time-series databases based on generalized windows

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)

Efficient retrieval of similar time series

Information organization and databases

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

A New Temporal Pattern Identification Method for Characterization and Prediction of Complex Time Series Events

IEEE Transactions on Knowledge and Data Engineering

Classification Rules + Time = Temporal Rules

ICCS '02 Proceedings of the International Conference on Computational Science-Part I

Fast Time Sequence Indexing for Arbitrary Lp Norms

VLDB '00 Proceedings of the 26th International Conference on Very Large Data Bases

Data Reduction and Noise Filtering for Predicting Times Series

WAIM '02 Proceedings of the Third International Conference on Advances in Web-Age Information Management

AIM: Approximate Intelligent Matching for Time Series Data

DaWaK 2000 Proceedings of the Second International Conference on Data Warehousing and Knowledge Discovery

A Simple Dimensionality Reduction Technique for Fast Similarity Search in Large Time Series Databases

PADKK '00 Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Current Issues and New Applications

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

Interactive Exploration of Time Series Data

DS '01 Proceedings of the 4th International Conference on Discovery Science

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

Feature-based classification of time-series data

Information processing and technology

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

Haar Wavelets for Efficient Similarity Search of Time-Series: With and Without Time Warping

IEEE Transactions on Knowledge and Data Engineering

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

A filtering method for searching similar multidimensional sequences under the time-warping distance

Information Systems

Similarity search of time-warped subsequences via a suffix tree

Information Systems

Efficient Subsequence Matching in Time Series Databases Under Time and Amplitude Transformations

ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining

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

Probabilistic discovery of time series motifs

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

A Subsequence Matching Algorithm that Supports Normalization Transform in Time-Series Databases

Data Mining and Knowledge Discovery

Efficient processing of similarity search under time warping in sequence databases: an index-based approach

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

Distance-function design and fusion for sequence data

Proceedings of the thirteenth ACM international conference on Information and knowledge management

WARP: Accurate Retrieval of Shapes Using Phase of Fourier Descriptors and Time Warping Distance

IEEE Transactions on Pattern Analysis and Machine Intelligence

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

Exact indexing of dynamic time warping

Knowledge and Information Systems

Automatic Feature Extraction for Classifying Audio Data

Machine Learning

Fast and Exact Warping of Time Series Using Adaptive Segmental Approximations

Machine Learning

Elastic Translation Invariant Matching of Trajectories

Machine Learning

FTW: fast similarity search under the time warping distance

Proceedings of the twenty-fourth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems

Robust and fast similarity search for moving object trajectories

Proceedings of the 2005 ACM SIGMOD international conference on Management of data

Subsequence matching on structured time series data

Proceedings of the 2005 ACM SIGMOD international conference on Management of data

Query-sensitive embeddings

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

Scaling and time warping in time series querying

VLDB '05 Proceedings of the 31st international conference on Very large data bases

From intra-transaction to generalized inter-transaction: landscaping multidimensional contexts in association rule mining

Information Sciences—Informatics and Computer Science: An International Journal

A segment-wise time warping method for time scaling searching

Information Sciences—Informatics and Computer Science: An International Journal

Method trees: building blocks for self-organizable representations of value series: how to evolve representations for classifying audio data

GECCO '05 Proceedings of the 7th annual workshop on Genetic and evolutionary computation

Partial Elastic Matching of Time Series

ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining

XMage: an image retrieval method based on partial similarity

Information Processing and Management: an International Journal

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

Quantizing time series for efficient similarity search under time warping

ACST'06 Proceedings of the 2nd IASTED international conference on Advances in computer science and technology

Matching and retrieving sequential patterns using regression

Web Intelligence and Agent Systems

Query-sensitive embeddings

ACM Transactions on Database Systems (TODS)

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

An elastic partial shape matching technique

Pattern Recognition

Prefix-querying with anL1 distance metric for time-series subsequence matching under time warping

Journal of Information Science

Exact indexing of dynamic time warping

VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases

Efficient moving average transform-based subsequence matching algorithms in time-series databases

Information Sciences: an International Journal

Unified framework for fast exact and approximate search in dissimilarity spaces

ACM Transactions on Database Systems (TODS)

Using multiple indexes for efficient subsequence matching in time-series databases

Information Sciences: an International Journal

On the marriage of Lp-norms and edit distance

VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30

BoostMap: An Embedding Method for Efficient Nearest Neighbor Retrieval

IEEE Transactions on Pattern Analysis and Machine Intelligence

Ranked subsequence matching in time-series databases

VLDB '07 Proceedings of the 33rd international conference on Very large data bases

Similar sequence matching supporting variable-length and variable-tolerance continuous queries on time-series data stream

Information Sciences: an International Journal

Efficient Similarity Search over Future Stream Time Series

IEEE Transactions on Knowledge and Data Engineering

On-line discovery of hot motion paths

EDBT '08 Proceedings of the 11th international conference on Extending database technology: Advances in database technology

Evaluation of similarity searching methods for music data in P2P networks

International Journal of Business Intelligence and Data Mining

Trajectory retrieval with latent semantic analysis

Proceedings of the 2008 ACM symposium on Applied computing

Approximate embedding-based subsequence matching of time series

Proceedings of the 2008 ACM SIGMOD international conference on Management of data

Scaling and time warping in time series querying

The VLDB Journal — The International Journal on Very Large Data Bases

Similarity Search Algorithm for Efficient Sub-trajectory Matching in Moving Databases

ICCS '07 Proceedings of the 7th international conference on Computational Science, Part III: ICCS 2007

Knowledge Aquisition and Data Storage in Mobile GeoSensor Networks

GeoSensor Networks

An Efficient Similarity Searching Algorithm Based on Clustering for Time Series

ICDM '08 Proceedings of the 8th industrial conference on Advances in Data Mining: Medical Applications, E-Commerce, Marketing, and Theoretical Aspects

On efficiently searching trajectories and archival data for historical similarities

Proceedings of the VLDB Endowment

Discovery of convoys in trajectory databases

Proceedings of the VLDB Endowment

Querying and mining of time series data: experimental comparison of representations and distance measures

Proceedings of the VLDB Endowment

Efficient indexing of interval time sequences

Information Processing Letters

Fast Normalization-Transformed Subsequence Matching in Time-Series Databases

IEICE - Transactions on Information and Systems

Efficient anomaly monitoring over moving object trajectory streams

Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining

A time series representation model for accurate and fast similarity detection

Pattern Recognition

Towards faster activity search using embedding-based subsequence matching

Proceedings of the 2nd International Conference on PErvasive Technologies Related to Assistive Environments

Locating congested segments over the Internet by clustering the delay performance of multiple paths

Computer Communications

Relaxed selection techniques for querying time-series graphs

Proceedings of the 22nd annual ACM symposium on User interface software and technology

Fast likelihood search for hidden Markov models

ACM Transactions on Knowledge Discovery from Data (TKDD)

Time series analysis with multiple resolutions

Information Systems

Anticipatory DTW for efficient similarity search in time series databases

Proceedings of the VLDB Endowment

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

XMage: An image retrieval method based on partial similarity

Information Processing and Management: an International Journal

From intra-transaction to generalized inter-transaction: Landscaping multidimensional contexts in association rule mining

Information Sciences: an International Journal

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

Shape-based indexing scheme for camera view invariant 3-D object retrieval

Multimedia Tools and Applications

Efficient similar trajectory-based retrieval for moving objects in video databases

CIVR'03 Proceedings of the 2nd international conference on Image and video retrieval

Similarity search using the polar wavelet in time series databases

ICIC'07 Proceedings of the intelligent computing 3rd international conference on Advanced intelligent computing theories and applications

Adaptive distance measurement for time series databases

DASFAA'07 Proceedings of the 12th international conference on Database systems for advanced applications

Effectiveness of optimal incremental multi-step nearest neighbor search

Expert Systems with Applications: An International Journal

Searching trajectories by locations: an efficiency study

Proceedings of the 2010 ACM SIGMOD International Conference on Management of data

Benchmarking dynamic time warping for music retrieval

Proceedings of the 3rd International Conference on PErvasive Technologies Related to Assistive Environments

Exact indexing for massive time series databases under time warping distance

Data Mining and Knowledge Discovery

Assessment of error in air quality models using dynamic time warping

Proceedings of the 1st ACM SIGSPATIAL International Workshop on Data Mining for Geoinformatics

An efficient approach for human motion data mining based on curves matching

ICCVG'10 Proceedings of the 2010 international conference on Computer vision and graphics: Part I

Characterizing mammography reports for health analytics

Proceedings of the 1st ACM International Health Informatics Symposium

Accurate subsequence matching on data stream under time warping distance

PAKDD'09 Proceedings of the 13th Pacific-Asia international conference on Knowledge discovery and data mining: new frontiers in applied data mining

Histogram distance for similarity search in large time series database

IDEAL'10 Proceedings of the 11th international conference on Intelligent data engineering and automated learning

A review on time series data mining

Engineering Applications of Artificial Intelligence

Aligning traces for performance evaluation

IPDPS'06 Proceedings of the 20th international conference on Parallel and distributed processing

Swarm: mining relaxed temporal moving object clusters

Proceedings of the VLDB Endowment

Classification of pulse waveforms using edit distance with real penalty

EURASIP Journal on Advances in Signal Processing

Dynamic time warping constraint learning for large margin nearest neighbor classification

Information Sciences: an International Journal

On nonmetric similarity search problems in complex domains

ACM Computing Surveys (CSUR)

Privacy preserving spatio-temporal clustering on horizontally partitioned data

Ubiquitous knowledge discovery

Privacy preserving spatio-temporal clustering on horizontally partitioned data

Ubiquitous knowledge discovery

Embedding-based subsequence matching in time-series databases

ACM Transactions on Database Systems (TODS)

Boundary-based lower-bound functions for dynamic time warping and their indexing

Information Sciences: an International Journal

Prominent streak discovery in sequence data

Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining

Mining significant time intervals for relationship detection

SSTD'11 Proceedings of the 12th international conference on Advances in spatial and temporal databases

Motion Sequence-Based Human Abnormality Detection Scheme for Smart Spaces

Wireless Personal Communications: An International Journal

Preserving privacy of moving objects via temporal clustering of spatio-temporal data streams

Proceedings of the 4th ACM SIGSPATIAL International Workshop on Security and Privacy in GIS and LBS

Characterizing Mammography Reports for Health Analytics

Journal of Medical Systems

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

Elastic partial matching of time series

PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases

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

Shape-based template matching for time series data

Knowledge-Based Systems

On fast non-metric similarity search by metric access methods

EDBT'06 Proceedings of the 10th international conference on Advances in Database Technology

Privacy preserving spatio-temporal clustering on horizontally partitioned data

DaWaK'06 Proceedings of the 8th international conference on Data Warehousing and Knowledge Discovery

Mining time-delayed coherent patterns in time series gene expression data

ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications

Mining delay in streaming time series of industrial process

ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and 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

A content-based music retrieval system using representative melody index from music databases

CMMR'04 Proceedings of the Second international conference on Computer Music Modeling and Retrieval

Pulse waveform classification using ERP-Based difference-weighted KNN classifier

ICMB'10 Proceedings of the Second international conference on Medical Biometrics

SMART: Stream Monitoring enterprise Activities by RFID Tags

Information Sciences: an International Journal

Business impact analysis using time correlations

DEECS'06 Proceedings of the Second international conference on Data Engineering Issues in E-Commerce and Services

A simple approximation for dynamic time warping search in large time series database

IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning

Information retrieval of sequential data in heterogeneous XML databases

AMR'05 Proceedings of the Third international conference on Adaptive Multimedia Retrieval: user, context, and feedback

Visually exploring movement data via similarity-based analysis

Journal of Intelligent Information Systems

User oriented trajectory search for trip recommendation

Proceedings of the 15th International Conference on Extending Database Technology

Mining temporal patterns in popularity of web items

Information Sciences: an International Journal

Searching and mining trillions of time series subsequences under dynamic time warping

Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining

User oriented trajectory similarity search

Proceedings of the ACM SIGKDD International Workshop on Urban Computing

XML class outlier detection

Proceedings of the 16th International Database Engineering & Applications Sysmposium

Revisiting techniques for lowerbounding the dynamic time warping distance

SISAP'12 Proceedings of the 5th international conference on Similarity Search and Applications

Time-series data mining

ACM Computing Surveys (CSUR)

Similarity search over incomplete symbolic sequences

DEXA'07 Proceedings of the 18th international conference on Database and Expert Systems Applications

Experimental comparison of representation methods and distance measures for time series data

Data Mining and Knowledge Discovery

SparseDTW: a novel approach to speed up dynamic time warping

AusDM '09 Proceedings of the Eighth Australasian Data Mining Conference - Volume 101

Case based time series prediction using biased time warp distance for electrical evoked potential forecasting in visual prostheses

Applied Soft Computing

Effectively grouping trajectory streams

NFMCP'12 Proceedings of the First international conference on New Frontiers in Mining Complex Patterns

Information Retrieval with Time Series Query

Proceedings of the 2013 Conference on the Theory of Information Retrieval

Addressing Big Data Time Series: Mining Trillions of Time Series Subsequences Under Dynamic Time Warping

ACM Transactions on Knowledge Discovery from Data (TKDD) - Special Issue on ACM SIGKDD 2012

Pattern discovery in data streams under the time warping distance

The VLDB Journal — The International Journal on Very Large Data Bases

An effectiveness study on trajectory similarity measures

ADC '13 Proceedings of the Twenty-Fourth Australasian Database Conference - Volume 137

An Analysis of Different Approaches to Gait Recognition Using Cell Phone Based Accelerometers

Proceedings of International Conference on Advances in Mobile Computing & Multimedia

Data mining a trillion time series subsequences under dynamic time warping

IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence

A framework of traveling companion discovery on trajectory data streams

ACM Transactions on Intelligent Systems and Technology (TIST) - Special Section on Intelligent Mobile Knowledge Discovery and Management Systems and Special Issue on Social Web Mining

Discovering common motifs in cursor movement data for improving web search

Proceedings of the 7th ACM international conference on Web search and data mining

Stock market co-movement assessment using a three-phase clustering method

Expert Systems with Applications: An International Journal

The influence of global constraints on similarity measures for time-series databases

Knowledge-Based Systems

Dealing with trajectory streams by clustering and mathematical transforms

Journal of Intelligent Information Systems