Fast Similarity Search in the Presence of Noise, Scaling, and Translation in Time-Series Databases

Indexing values of time sequences

CIKM '96 Proceedings of the fifth international conference on Information and knowledge management

Similarity-based queries for time series data

SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data

Dynamic itemset counting and implication rules for market basket data

SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data

Time-series similarity problems and well-separated geometric sets

SCG '97 Proceedings of the thirteenth annual symposium on Computational geometry

Discovering Patterns from Large and Dynamic Sequential Data

Journal of Intelligent Information Systems

Retrieving video data via motion tracks of content symbols

CIKM '97 Proceedings of the sixth international conference on Information and knowledge management

Matching and indexing sequences of different lengths

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

Optimal multi-step k-nearest neighbor search

SIGMOD '98 Proceedings of the 1998 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

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

Scalable algorithms for mining large databases

KDD '99 Tutorial notes of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining

Identifying distinctive subsequences in multivariate time series by clustering

KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining

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

Approximate nearest neighbors and sequence comparison with block operations

STOC '00 Proceedings of the thirty-second annual ACM symposium on Theory of computing

Data Mining in Large Databases Using Domain Generalization Graphs

Journal of Intelligent Information Systems

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

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

Multidimensional Index Structures in Relational Databases

Journal of Intelligent Information Systems - Data warehousing and knowledge discovery

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

A cost model for query processing in high dimensional data spaces

ACM Transactions on Database Systems (TODS)

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

Efficient and tumble similar set retrieval

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

Searching in high-dimensional spaces: Index structures for improving the performance of multimedia databases

ACM Computing Surveys (CSUR)

Shape-based retrieval of similar subsequences in time-series databases

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

Continually evaluating similarity-based pattern queries on a streaming time series

Proceedings of the 2002 ACM SIGMOD international conference on Management of data

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

Similarity based retrieval from sequence databases using automata as queries

Proceedings of the eleventh international conference on Information and knowledge management

An Extension to SQL for Mining Association Rules

Data Mining and Knowledge Discovery

Approximation-Based Similarity Search for 3-D Surface Segments

Geoinformatica

Mining hybrid sequential patterns and sequential rules

Information Systems

Data Mining: An Overview from a Database Perspective

IEEE Transactions on Knowledge and Data Engineering

High Dimensional Similarity Joins: Algorithms and Performance Evaluation

IEEE Transactions on Knowledge and Data Engineering

Querying Time Series Data Based on Similarity

IEEE Transactions on Knowledge and Data Engineering

High-Dimensional Similarity Joins

IEEE Transactions on Knowledge and Data Engineering

A Survey of Temporal Knowledge Discovery Paradigms and Methods

IEEE Transactions on Knowledge and Data Engineering

Supporting Movement Pattern Queries in User-Specified Scales

IEEE Transactions on Knowledge and Data Engineering

Dynamically Optimizing High-Dimensional Index Structures

EDBT '00 Proceedings of the 7th International Conference on Extending Database Technology: Advances in Database Technology

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

Context-Based Similarity Measures for Categorical Databases

PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery

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

Parametric Approximation Algorithms for High-Dimensional Euclidean Similarity

PKDD '01 Proceedings of the 5th 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

On the Discovery of Weak Periodicities in Large Time Series

PKDD '02 Proceedings of the 6th European Conference on Principles of Data Mining and Knowledge Discovery

Distance and Feature-Based Clustering of Time Series: An Application on Neurophysiology

SETN '02 Proceedings of the Second Hellenic Conference on AI: Methods and Applications of Artificial Intelligence

Parallel Algorithms for High-dimensional Similarity Joins for Data Mining Applications

VLDB '97 Proceedings of the 23rd International Conference on Very Large Data Bases

Querying Continuous Time Sequences

VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases

Improving Adaptable Similarity Query Processing by Using Approximations

VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases

Fast Time Sequence Indexing for Arbitrary Lp Norms

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

A New SQL-like Operator for Mining Association Rules

VLDB '96 Proceedings of the 22th International Conference on Very Large Data Bases

A One-Pass Algorithm for Accurately Estimating Quantiles for Disk-Resident Data

VLDB '97 Proceedings of the 23rd International Conference on Very Large Data Bases

Efficient User-Adaptable Similarity Search in Large Multimedia Databases

VLDB '97 Proceedings of the 23rd 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

Similarity between Event Types in Sequences

DaWaK '99 Proceedings of the First International Conference on Data Warehousing and Knowledge Discovery

Discovery of Association Rule Meta-Patterns

DaWaK '99 Proceedings of the First International Conference on Data Warehousing and Knowledge Discovery

Implementation of Multidimensional Index Structures for Knowledge Discovery in Relational Databases

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

Optimal Dimension Order: A Generic Technique for the Similarity Join

DaWaK 2000 Proceedings of the 4th International Conference on Data Warehousing and Knowledge Discovery

Temporal Data Mining Using Hidden Periodicity Analysis

ISMIS '00 Proceedings of the 12th International Symposium on Foundations of Intelligent Systems

An Improved Algorithm for Sequence Comparison with Block Reversals

LATIN '02 Proceedings of the 5th Latin American Symposium on Theoretical Informatics

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

Micro Similarity Queries in Time Series Database

PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining

Temporal Data Mining Using Hidden Markov-Local Polynomial Models

PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining

Discover Relaxed Periodicity in Temporal Databases

DASFAA '99 Proceedings of the Sixth International Conference on Database Systems for Advanced Applications

Similarity Clustering of Dimensions for an Enhanced Visualization of Multidimensional Data

INFOVIS '98 Proceedings of the 1998 IEEE Symposium on Information Visualization

The Importance of Being Discrete: Learning Classes of Actions and Outcomes through Interaction

AI '01 Proceedings of the 14th Biennial Conference of the Canadian Society on Computational Studies of Intelligence: Advances in Artificial Intelligence

Qualitative Comparison of Temporal Series. QSI

CCIA '02 Proceedings of the 5th Catalonian Conference on AI: Topics in 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

Discovering Temporal Relation Rules Mining from Interval Data

EurAsia-ICT '02 Proceedings of the First EurAsian Conference on Information and Communication Technology

Using extended feature objects for partial similarity retrieval

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

Time-series similarity problems and well-separated geometric sets

Nordic Journal of Computing

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

On effective classification of strings with wavelets

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

Clustering seasonality patterns in the presence of errors

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

Connectionist and evolutionary models for learning, discovering and forecasting software effort

Managing data mining technologies in organizations

Supporting Content-Based Searches on Time Series via Approximation

SSDBM '00 Proceedings of the 12th International Conference on Scientific and Statistical Database Management

TSA-Tree: A Wavelet-Based Approach to Improve the Efficiency of Multi-Level Surprise and Trend Queries on Time-Series Data

SSDBM '00 Proceedings of the 12th International Conference on Scientific and Statistical Database Management

A bibliography of temporal, spatial and spatio-temporal data mining research

ACM SIGKDD Explorations Newsletter

On the Need for Time Series Data Mining Benchmarks: A Survey and Empirical Demonstration

Data Mining and Knowledge Discovery

Using sets of feature vectors for similarity search on voxelized CAD objects

Proceedings of the 2003 ACM SIGMOD international conference on Management of data

An Efficient Parallel Algorithm for High Dimensional Similarity Join

IPPS '98 Proceedings of the 12th. International Parallel Processing Symposium on International Parallel Processing Symposium

A learning-based approach to estimate statistics of operators in continuous queries: a case study

DMKD '03 Proceedings of the 8th ACM SIGMOD workshop on Research issues in data mining and knowledge discovery

Personalized Courseware Construction Based on Web Data Mining

WISE '00 Proceedings of the First International Conference on Web Information Systems Engineering (WISE'00)-Volume 2 - Volume 2

Clustering Time-Varying Gene Expression Profiles using Scale-space Signals

CSB '03 Proceedings of the IEEE Computer Society Conference on Bioinformatics

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

Towards systematic design of distance functions for data mining applications

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

Dependency detection in MobiMine: a systems perspective

Information Sciences—Informatics and Computer Science: An International Journal - special issue: Knowledge discovery from distributed information sources

Minimum distance queries for time series data

Journal of Systems and Software

Incremental, Online, and Merge Mining of Partial Periodic Patterns in Time-Series Databases

IEEE Transactions on Knowledge and Data Engineering

Optimizing Similarity Search for Arbitrary Length Time Series Queries

IEEE Transactions on Knowledge and Data Engineering

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

Detection of complex temporal patterns over data streams

Information Systems - Special issue: ADBIS 2002: Advances in databases and information systems

Dynamic query tools for time series data sets: timebox widgets for interactive exploration

Information Visualization

Indexing spatio-temporal trajectories with Chebyshev polynomials

SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data

An efficient algorithm for sequence comparison with block reversals

Theoretical Computer Science - Latin American theorotical informatics

Content-based retrieval in gene expression databases

Proceedings of the 12th annual ACM international conference on Multimedia

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

Elastic Translation Invariant Matching of Trajectories

Machine Learning

Mining Evolving Customer-Product Relationships in Multi-dimensional Space

ICDE '05 Proceedings of the 21st International Conference on Data Engineering

A Multiresolution Symbolic Representation of Time Series

ICDE '05 Proceedings of the 21st International Conference on Data Engineering

On the Use of Wavelet Decomposition for String Classification

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

Performance bottleneck in time-series subsequence matching

Proceedings of the 2005 ACM symposium on Applied computing

Optimization of subsequence matching under time warping in time-series databases

Proceedings of the 2005 ACM symposium on Applied computing

Parameter free bursty events detection in text streams

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

Continuous Similarity-Based Queries on Streaming Time Series

IEEE Transactions on Knowledge and Data Engineering

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

Information Sciences—Informatics and Computer Science: An International Journal

WARP: Time Warping for Periodicity Detection

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

An efficient subsequence matching method based on index interpolation

IEA/AIE'2005 Proceedings of the 18th international conference on Innovations in Applied Artificial Intelligence

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

Efficient mining of group patterns from user movement data

Data & Knowledge Engineering

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

Business process impact visualization and anomaly detection

Information Visualization

Matching and retrieving sequential patterns using regression

Web Intelligence and Agent Systems

Time-focused clustering of trajectories of moving objects

Journal of Intelligent Information Systems

UbiSrvInt - a context-aware fault-tolerant approach toward wireless P2P service provision

Expert Systems with Applications: An International Journal

Fault diagnosis using dynamic trend analysis: A review and recent developments

Engineering Applications of Artificial Intelligence

Learning recurrent behaviors from heterogeneous multivariate time-series

Artificial Intelligence in Medicine

Mining for weak periodic signals in time series databases

Intelligent Data Analysis

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

Finding tribes: identifying close-knit individuals from employment patterns

Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining

Mining correlated bursty topic patterns from coordinated text streams

Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining

Chromosome classification based on the band profile similarity along approximate medial axis

Pattern Recognition

Multi-dimensional regression analysis of time-series data streams

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

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

EXTRA: a system for example-based translation assistance

Machine Translation

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

Information Sciences: an International Journal

Indexing time series using signatures

Intelligent Data Analysis

A dimensionality reduction technique for efficient time series similarity analysis

Information Systems

Evaluation of similarity searching methods for music data in P2P networks

International Journal of Business Intelligence and Data Mining

Scaling and time warping in time series querying

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

An efficient pattern matching algorithm for comparative Genome sequence analysis

ACC'08 Proceedings of the WSEAS International Conference on Applied Computing Conference

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

Sequence Matching for Suspicious Activity Detection in Anti-Money Laundering

PAISI, PACCF and SOCO '08 Proceedings of the IEEE ISI 2008 PAISI, PACCF, and SOCO international workshops on Intelligence and Security Informatics

Extending the Edit Distance Using Frequencies of Common Characters

DEXA '08 Proceedings of the 19th international conference on Database and Expert Systems Applications

A Multi-measure Nearest Neighbor Algorithm for Time Series Classification

IBERAMIA '08 Proceedings of the 11th Ibero-American conference on AI: Advances in Artificial Intelligence

Measuring text similarity with dynamic time warping

IDEAS '08 Proceedings of the 2008 international symposium on Database engineering & applications

On efficiently searching trajectories and archival data for historical similarities

Proceedings of the VLDB Endowment

Mining temporal interval relational rules from temporal data

Journal of Systems and Software

The multi-resolution extended edit distance

Proceedings of the 3rd international conference on Scalable information systems

Time series classification based on qualitative space fragmentation

Advanced Engineering Informatics

A Piecewise Linear Representation Method of Time Series Based on Feature Points

KES '07 Knowledge-Based Intelligent Information and Engineering Systems and the XVII Italian Workshop on Neural Networks on Proceedings of the 11th International Conference

Fast Normalization-Transformed Subsequence Matching in Time-Series Databases

IEICE - Transactions on Information and Systems

A stock recommendation system exploiting rule discovery in stock databases

Information and Software Technology

Imputation of missing sensor data values using in-exact replicas

International Journal of Intelligent Systems Technologies and Applications

A unified approach for determining the underlying causes of non-stationary disturbances

International Journal of Computer Applications in Technology

Analyzing Trajectories Using Uncertainty and Background Information

SSTD '09 Proceedings of the 11th International Symposium on Advances in Spatial and Temporal Databases

Feature extraction from time series data

Journal of Computational Methods in Sciences and Engineering

Discovering Sentinel Rules for Business Intelligence

DEXA '09 Proceedings of the 20th International Conference on Database and Expert Systems Applications

All common subsequences

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)

Time series analysis with multiple resolutions

Information Systems

Mining closed flexible patterns in time-series databases

Expert Systems with Applications: An International Journal

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

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

Distortion-free predictive streaming time-series matching

Information Sciences: an International Journal

Real-time segmenting time series data

APWeb'03 Proceedings of the 5th Asia-Pacific web conference on Web technologies and applications

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

Efficient time series data classification and compression in distributed monitoring

PAKDD'07 Proceedings of the 2007 international conference on Emerging technologies in knowledge discovery and data mining

A time weighted neighbourhood counting similarity for time series analysis

RSKT'08 Proceedings of the 3rd international conference on Rough sets and knowledge technology

Segmentation and classification of time-series: real case studies

IDEAL'09 Proceedings of the 10th international conference on Intelligent data engineering and automated learning

Fast Manhattan sketches in data streams

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

A framework for on-line trend extraction and fault diagnosis

Engineering Applications of Artificial Intelligence

Online signature verification with support vector machines based on LCSS kernel functions

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on gait analysis

Multi-resolution approach to time series retrieval

Proceedings of the Fourteenth International Database Engineering & Applications Symposium

Activity based matching in distributed camera networks

IEEE Transactions on Image Processing - Special section on distributed camera networks: sensing, processing, communication, and implementation

Efficient discovery of generalized sentinel rules

DEXA'10 Proceedings of the 21st international conference on Database and expert systems applications: Part II

A visual digital library approach for time-oriented scientific primary data

ECDL'10 Proceedings of the 14th European conference on Research and advanced technology for digital libraries

Performance metrics for activity recognition

ACM Transactions on Intelligent Systems and Technology (TIST)

Temporal data mining using shape space representations of time series

Neurocomputing

Enhancing the symbolic aggregate approximation method using updated lookup tables

KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part I

A review on time series data mining

Engineering Applications of Artificial Intelligence

TIDES--a new descriptor for time series oscillation behavior

Geoinformatica

Fast retrieval of time series using a multi-resolution filter with multiple reduced spaces

ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications: Part I

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 novel clustering method on time series data

Expert Systems with Applications: An International Journal

Social trend tracking by time series based social tagging clustering

Expert Systems with Applications: An International Journal

Prominent streak discovery in sequence data

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

Experimental challenges in cyber security: a story of provenance and lineage for malware

CSET'11 Proceedings of the 4th conference on Cyber security experimentation and test

SciQL: bridging the gap between science and relational DBMS

Proceedings of the 15th Symposium on International Database Engineering & Applications

A method of recommending buying points for internet shopping malls

KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I

Evaluating performance in continuous context recognition using event-driven error characterisation

LoCA'06 Proceedings of the Second international conference on Location- and Context-Awareness

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

Mining time series with mine time

SETN'06 Proceedings of the 4th Helenic conference on Advances in Artificial Intelligence

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

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

Pattern-based event detection in sensor networks

Distributed and Parallel Databases

An index-based method for timestamped event sequence matching

DEXA'05 Proceedings of the 16th international conference on Database and Expert Systems Applications

Incremental DFT based search algorithm for similar sequence

FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I

Using relevance feedback to learn both the distance measure and the query in multimedia databases

KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II

Music plagiarism detection using melody databases

KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III

An extended two-phase architecture for mining time series data

KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I

Temporal data mining for smart homes

Designing Smart Homes

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

Multimedia retrieval using time series representation and relevance feedback

ICADL'05 Proceedings of the 8th international conference on Asian Digital Libraries: implementing strategies and sharing experiences

Nearest-neighbor-based approach to time-series classification

Decision Support Systems

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

Fast fréchet queries

ISAAC'11 Proceedings of the 22nd international conference on Algorithms and Computation

sDTW: computing DTW distances using locally relevant constraints based on salient feature alignments

Proceedings of the VLDB Endowment

Differential evolution versus genetic algorithms: towards symbolic aggregate approximation of non-normalized time series

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

Time-series data mining

ACM Computing Surveys (CSUR)

Fast intra-collection audio matching

Proceedings of the second international ACM workshop on Music information retrieval with user-centered and multimodal strategies

Similarity search over incomplete symbolic sequences

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

Genetic algorithms-based symbolic aggregate approximation

DaWaK'12 Proceedings of the 14th international conference on Data Warehousing and Knowledge Discovery

Integrating piecewise linear representation and weighted support vector machine for stock trading signal prediction

Applied Soft Computing

Preserving Privacy in Time Series Data Mining

International Journal of Data Warehousing and Mining

Fast Fréchet queries

Computational Geometry: Theory and Applications

Information Retrieval with Time Series Query

Proceedings of the 2013 Conference on the Theory of Information Retrieval

Using spatial data support for reducing uncertainty in geospatial applications

Geoinformatica

Real-time analysis and management of big time-series data

IBM Journal of Research and Development