Scaling up dynamic time warping for datamining applications

Time series similarity measures (tutorial PM-2)

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

Aggregation and comparison of trajectories

Proceedings of the 10th ACM international symposium on Advances in geographic information systems

Motion Mining

MDIC '01 Proceedings of the Second International Workshop on Multimedia Databases and Image Communication

Pattern Extraction for Time Series Classification

PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery

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

IEEE Transactions on Knowledge and Data Engineering

Similarity search of time-warped subsequences via a suffix tree

Information Systems

Symbolic representation and retrieval of moving object trajectories

Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval

Exact indexing of dynamic time warping

Knowledge and Information Systems

Elastic Translation Invariant Matching of Trajectories

Machine Learning

Robust and fast similarity search for moving object trajectories

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

Semisupervised Learning for Molecular Profiling

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)

3D trajectory matching by pose normalization

Proceedings of the 13th annual ACM international workshop on Geographic information systems

WARP: Time Warping for Periodicity Detection

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

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

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

Effective and efficient similarity search in time series

CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management

Segmental Hidden Markov Models with Random Effects for Waveform Modeling

The Journal of Machine Learning Research

General Hierarchical Model (GHM) to measure similarity of time series

ACM SIGMOD Record

Support feature machine for classification of abnormal brain activity

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

Clustering and symbolic analysis of cardiovascular signals: discovery and visualization of medically relevant patterns in long-term data using limited prior knowledge

EURASIP Journal on Applied Signal Processing

Matching of quasi-periodic time series patterns by exchange of block-sorting signatures

Pattern Recognition Letters

The definition and computation of trajectory and subtrajectory similarity

Proceedings of the 15th annual ACM international symposium on Advances in geographic information systems

On the time series support vector machine using dynamic time warping kernel for brain activity classification

Cybernetics and Systems Analysis

Toward accurate dynamic time warping in linear time and space

Intelligent Data Analysis

Approximate embedding-based subsequence matching of time series

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

A Sparse Regression Mixture Model for Clustering Time-Series

SETN '08 Proceedings of the 5th Hellenic conference on Artificial Intelligence: Theories, Models and Applications

Measuring text similarity with dynamic time warping

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

Brain measurement for usability testing and adaptive interfaces: an example of uncovering syntactic workload with functional near infrared spectroscopy

Proceedings of the SIGCHI Conference on Human Factors in Computing Systems

Similarity measures for trajectory of moving objects in cellular space

Proceedings of the 2009 ACM symposium on Applied Computing

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

TSPad: a Tablet-PC based application for annotation and collaboration on time series data

Proceedings of the 46th Annual Southeast Regional Conference on XX

TSPad: a Tablet-PC based application for annotation and collaboration on time series data

Proceedings of the 46th Annual Southeast Regional Conference on XX

Which Distance for the Identification and the Differentiation of Cell-Cycle Expressed Genes?

IDA '09 Proceedings of the 8th International Symposium on Intelligent Data Analysis: Advances in Intelligent Data Analysis VIII

Finding long and similar parts of trajectories

Proceedings of the 17th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems

A Quick Filtering for Similarity Queries in Motion Capture Databases

PCM '09 Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing

Reduced data similarity-based matching for time series patterns alignment

Pattern Recognition Letters

Discovering temporal/causal rules: a comparison of methods

AI'03 Proceedings of the 16th Canadian society for computational studies of intelligence conference on Advances in artificial intelligence

On privacy in time series data mining

PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining

Bio-inspired reference level assigned DTW for person identification using handwritten signatures

BioID_MultiComm'09 Proceedings of the 2009 joint COST 2101 and 2102 international conference on Biometric ID management and multimodal communication

Trajectory analysis in natural images using mixtures of vector fields

ICIP'09 Proceedings of the 16th IEEE international conference on Image processing

Benchmarking dynamic time warping for music retrieval

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

A new class of attacks on time series data mining\m{1}

Intelligent Data Analysis

A random-periods model for the comparison of a metrics efficiency to classify cell-cycle expressed genes

Pattern Recognition Letters

Exact indexing for massive time series databases under time warping distance

Data Mining and Knowledge Discovery

A brief survey on sequence classification

ACM SIGKDD Explorations Newsletter

Time-sensitive feature mining for temporal sequence classification

PRICAI'10 Proceedings of the 11th Pacific Rim international conference on Trends in artificial intelligence

A review on time series data mining

Engineering Applications of Artificial Intelligence

Dynamic time warping constraint learning for large margin nearest neighbor classification

Information Sciences: an International Journal

Detection of risk factors using trajectory mining

Journal of Intelligent Information Systems

Embedding-based subsequence matching in time-series databases

ACM Transactions on Database Systems (TODS)

Finding long and similar parts of trajectories

Computational Geometry: Theory and Applications

Fusion of similarity measures for time series classification

HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part II

Learning actions in complex software systems

DaWaK'11 Proceedings of the 13th international conference on Data warehousing and knowledge discovery

Similar subsequence search in time series databases

DEXA'11 Proceedings of the 22nd international conference on Database and expert systems applications - Volume Part I

DTW Based Classification of Diverse Pre-Processed Time Series Obtained from Handwritten PIN Words and Signatures

Journal of Signal Processing Systems

Classification of household devices by electricity usage profiles

IDEAL'11 Proceedings of the 12th international conference on Intelligent data engineering and automated learning

On split Dynamic Time Warping for robust Automatic Dialogue Replacement

Signal Processing

Mining approximate motifs in time series

DS'06 Proceedings of the 9th international conference on Discovery Science

A multi-hierarchical representation for similarity measurement of time series

PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining

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

A music retrieval system based on query-by-singing for karaoke jukebox

AIRS'06 Proceedings of the Third Asia conference on Information Retrieval Technology

First-Order rule mining by using graphs created from temporal medical data

AM'03 Proceedings of the Second international conference on Active Mining

Experimental evaluation of time-series decision tree

AM'03 Proceedings of the Second international conference on Active Mining

Features for learning local patterns in time-stamped data

LPD'04 Proceedings of the 2004 international conference on Local Pattern Detection

Subsequence matching of stream synopses under the time warping distance

PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II

Detecting potential collusive cliques in futures markets based on trading behaviors from real data

Neurocomputing

Transfer learning for activity recognition via sensor mapping

IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three

Using SAX representation for human action recognition

Journal of Visual Communication and Image Representation

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

Proceedings of the VLDB Endowment

A generic framework for efficient and effective subsequence retrieval

Proceedings of the VLDB Endowment

GDTW-P-SVMs: Variable-length time series analysis using support vector machines

Neurocomputing

Intelligent multi-camera video surveillance: A review

Pattern Recognition Letters

Area bound dynamic time warping based fast and accurate person authentication using a biometric pen

Digital Signal Processing

A non-parametric hierarchical model to discover behavior dynamics from tracks

ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI

Invariant time-series classification

ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II

Predicting content change on the web

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

Preserving Privacy in Time Series Data Mining

International Journal of Data Warehousing and Mining

SparseDTW: a novel approach to speed up dynamic time warping

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

Predicting the social influence of upcoming contents in large social networks

Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service

An effectiveness study on trajectory similarity measures

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

Communicative modalities for mobile device interaction

International Journal of Human-Computer Studies

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

Proceedings of International Conference on Advances in Mobile Computing & Multimedia

Silhouette-based human action recognition using SAX-Shapes

The Visual Computer: International Journal of Computer Graphics

An Improved Hierarchical Dirichlet Process-Hidden Markov Model and Its Application to Trajectory Modeling and Retrieval

International Journal of Computer Vision

Automatic identification of application I/O signatures from noisy server-side traces

FAST'14 Proceedings of the 12th USENIX conference on File and Storage Technologies