Chotirat (Ann) Ratanamahatana

According to our database1, Chotirat (Ann) Ratanamahatana authored at least 51 papers between 2001 and 2020.

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Bibliography

2020
Influential Factors of an Asynchronous BCI for Movement Intention Detection.
Comput. Math. Methods Medicine, 2020

2019
The UCR time series archive.
IEEE CAA J. Autom. Sinica, 2019

An Enhanced Time Series Classification Using Linear-Regression Based Shape Descriptor.
Proceedings of the 2nd International Conference on Data Science and Information Technology, 2019

2018
Robust Scale-Invariant Normalization and Similarity Measurement for Time Series Data.
Proceedings of the Modern Approaches for Intelligent Information and Database Systems,, 2018

2016
An Enhanced Support Vector Machine for Faster Time Series Classification.
Proceedings of the Intelligent Information and Database Systems - 8th Asian Conference, 2016

2015
Robust and Accurate Anomaly Detection in ECG Artifacts Using Time Series Motif Discovery.
Comput. Math. Methods Medicine, 2015

2014
An Enhanced Parameter-Free Subsequence Time Series Clustering for High-Variability-Width Data.
Proceedings of the Recent Advances on Soft Computing and Data Mining, 2014

2013
Efficient Proper Length Time Series Motif Discovery.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

2012
Selective Subsequence Time Series clustering.
Knowl. Based Syst., 2012

Shape-based template matching for time series data.
Knowl. Based Syst., 2012

Shape-Based Clustering for Time Series Data.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012

TFRS: Thai finger-spelling sign language recognition system.
Proceedings of the 2012 Second International Conference on Digital Information and Communication Technology and it's Applications (DICTAP), 2012

2011
SENVM: Server Environment Monitoring and Controlling System for a Small Data Center Using Wireless Sensor Network
CoRR, 2011

2010
Mining Time Series Data.
Proceedings of the Data Mining and Knowledge Discovery Handbook, 2nd ed., 2010

Exact indexing for massive time series databases under time warping distance.
Data Min. Knowl. Discov., 2010

Data Editing Techniques to Allow the Application of Distance-Based Outlier Detection to Streams.
Proceedings of the ICDM 2010, 2010

2009
Making Hand Geometry Verification System More Accurate Using Time Series Representation with R-K Band Learning
CoRR, 2009

Learning DTW Global Constraint for Time Series Classification
CoRR, 2009

A Novel Fractal Representation for Dimensionality Reduction of Large Time Series Data.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

Speeding Up Similarity Search on a Large Time Series Dataset under Time Warping Distance.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

Accurate Subsequence Matching on Data Stream under Time Warping Distance.
Proceedings of the New Frontiers in Applied Data Mining, 2009

Meaningful Subsequence Matching under Time Warping Distance for Data Stream.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

2008
Stopping Criterion Selection for Efficient Semi-supervised Time Series Classification.
Proceedings of the Software Engineering, 2008

Scaling and time warping in time series querying.
VLDB J., 2008

Accurate and Efficient Retrieval of Multimedia Time Series Data Under Uniform Scaling and Time Warping.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

Efficient Multimedia Time Series Data Retrieval Under Uniform Scaling and Normalisation.
Proceedings of the Advances in Information Retrieval , 2008

2007
A dimensionality reduction algorithm and its application for interactive visualization.
J. Vis. Lang. Comput., 2007

Compression-based data mining of sequential data.
Data Min. Knowl. Discov., 2007

On Clustering Multimedia Time Series Data Using K-Means and Dynamic Time Warping.
Proceedings of the 2007 International Conference on Multimedia and Ubiquitous Engineering (MUE 2007), 2007

Hand Geometry Verification Using Time Series Representation.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

Inaccuracies of Shape Averaging Method Using Dynamic Time Warping for Time Series Data.
Proceedings of the Computational Science, 2007

2006
A Bit Level Representation for Time Series Data Mining with Shape Based Similarity.
Data Min. Knowl. Discov., 2006

Developing a Decision Support System for a Dove's Voice Competition.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

Fast time series classification using numerosity reduction.
Proceedings of the Machine Learning, 2006

Speech Audio Retrieval Using Voice Query.
Proceedings of the Digital Libraries: Achievements, 2006

2005
Exact indexing of dynamic time warping.
Knowl. Inf. Syst., 2005

Scaling and Time Warping in Time Series Querying.
Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005

Assumption-Free Anomaly Detection in Time Series.
Proceedings of the 17th International Conference on Scientific and Statistical Database Management, 2005

Three Myths about Dynamic Time Warping Data Mining.
Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

Time-series Bitmaps: a Practical Visualization Tool for Working with Large Time Series Databases.
Proceedings of the 2005 SIAM International Conference on Data Mining, 2005

Elastic Partial Matching of Time Series.
Proceedings of the Knowledge Discovery in Databases: PKDD 2005, 2005

A Novel Bit Level Time Series Representation with Implication of Similarity Search and Clustering.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005

Using Relevance Feedback to Learn Both the Distance Measure and the Query in Multimedia Databases.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005

Partial Elastic Matching of Time Series.
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

Multimedia Retrieval Using Time Series Representation and Relevance Feedback.
Proceedings of the Digital Libraries: Implementing Strategies and Sharing Experiences, 2005

A Practical Tool for Visualizing and Data Mining Medical Time Series.
Proceedings of the 18th IEEE Symposium on Computer-Based Medical Systems (CBMS 2005), 2005

Mining Time Series Data.
Proceedings of the Data Mining and Knowledge Discovery Handbook., 2005

2004
Making Time-Series Classification More Accurate Using Learned Constraints.
Proceedings of the Fourth SIAM International Conference on Data Mining, 2004

Towards parameter-free data mining.
Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004

2003
Feature Selection for the Naive Bayesian Classifier Using Decision Trees.
Appl. Artif. Intell., 2003

2001
Studying the language and structure in non-programmers' solutions to programming problems.
Int. J. Hum. Comput. Stud., 2001


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