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1

Exact indexing of dynamic time warping

Eamonn Keogh, Chotirat Ann Ratanamahatana

Journal:

Knowledge and Information Systems

Year:

2005

Language:

english

File:

PDF, 1.37 MB

english, 2005

2

Compression-based data mining of sequential data

Eamonn Keogh, Stefano Lonardi, Chotirat Ann Ratanamahatana, Li Wei, Sang-Hee Lee, John Handley

Journal:

Data Mining and Knowledge Discovery

Year:

2007

Language:

english

File:

PDF, 3.43 MB

english, 2007

3

[IEEE 2007 International Conference on Multimedia and Ubiquitous Engineering (MUE'07) - Seoul, Korea (2007.04.26-2007.04.28)] 2007 International Conference on Multimedia and Ubiquitous Engineering (MUE'07) - On Clustering Multimedia Time Series Data Using K-Means and Dynamic Time Warping

Niennattrakul, Vit, Ratanamahatana, Chotirat Ann

Year:

2007

Language:

english

File:

PDF, 561 KB

english, 2007

4

[IEEE 2012 9th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON 2012) - Phetchaburi, Thailand (2012.05.16-2012.05.18)] 2012 9th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology - Parameter-free motif discovery for time series data

Nunthanid, Pawan, Niennattrakul, Vit, Ratanamahatana, Chotirat Ann

Year:

2012

Language:

english

File:

PDF, 677 KB

english, 2012

5

Robust and Accurate Anomaly Detection in ECG Artifacts Using Time Series Motif Discovery

Sivaraks, Haemwaan, Ratanamahatana, Chotirat Ann

Journal:

Computational and Mathematical Methods in Medicine

Year:

2015

Language:

english

File:

PDF, 5.11 MB

english, 2015

6

Studying the language and structure in non-programmers' solutions to programming problems

JOHN F. PANE, CHOTIRAT “ANN” RATANAMAHATANA, BRAD A. MYERS

Journal:

International Journal of Human-Computer Studies

Year:

2001

Language:

english

File:

PDF, 229 KB

english, 2001

7

Scaling and time warping in time series querying

Ada Wai-Chee Fu, Eamonn Keogh, Leo Yung Hang Lau, Chotirat Ann Ratanamahatana, Raymond Chi-Wing Wong

Journal:

The VLDB Journal

Year:

2008

Language:

english

File:

PDF, 2.12 MB

english, 2008

8

A Bit Level Representation for Time Series Data Mining with Shape Based Similarity

Anthony Bagnall, Chotirat “Ann” Ratanamahatana, Eamonn Keogh, Stefano Lonardi, Gareth Janacek

Journal:

Data Mining and Knowledge Discovery

Year:

2006

Language:

english

File:

PDF, 977 KB

english, 2006

9

Exact indexing for massive time series databases under time warping distance

Vit Niennattrakul, Pongsakorn Ruengronghirunya, Chotirat Ann Ratanamahatana

Journal:

Data Mining and Knowledge Discovery

Year:

2010

Language:

english

File:

PDF, 1.62 MB

english, 2010

10

[IEEE 2010 IEEE 10th International Conference on Data Mining (ICDM) - Sydney, Australia (2010.12.13-2010.12.17)] 2010 IEEE International Conference on Data Mining - Data Editing Techniques to Allow the Application of Distance-Based Outlier Detection to Streams

Niennattrakul, Vit, Keogh, Eamonn, Ratanamahatana, Chotirat Ann

Year:

2010

Language:

english

File:

PDF, 457 KB

english, 2010

11

A dimensionality reduction algorithm and its application for interactive visualization

Jiyuan An, Jeffrey Xu Yu, Chotirat Ann Ratanamahatana, Yi-Ping Phoebe Chen

Journal:

Journal of Visual Languages & Computing

Year:

2007

Language:

english

File:

PDF, 490 KB

english, 2007

12

Shape-based template matching for time series data

Vit Niennattrakul, Dararat Srisai, Chotirat Ann Ratanamahatana

Journal:

Knowledge-Based Systems

Year:

2012

Language:

english

File:

PDF, 545 KB

english, 2012

13

Selective Subsequence Time Series clustering

Sura Rodpongpun, Vit Niennattrakul, Chotirat Ann Ratanamahatana

Journal:

Knowledge-Based Systems

Year:

2012

Language:

english

File:

PDF, 656 KB

english, 2012

14

[IEEE 18th IEEE Symposium on Computer-Based Medical Systems (CBMS'05) - Dublin, Ireland (23-24 June 2005)] 18th IEEE Symposium on Computer-Based Medical Systems (CBMS'05) - A Practical Tool for Visualizing and Data Mining Medical Time Series

Li Wei,, Kumar, N., Lolla, V., Keogh, E., Lonardi, S., Chotirat Ann Ratanamahatana,, Van Herle, H.

Year:

2005

Language:

english

File:

PDF, 430 KB

english, 2005

15

[ACM Press the 2004 ACM SIGKDD international conference - Seattle, WA, USA (2004.08.22-2004.08.25)] Proceedings of the 2004 ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '04 - Towards parameter-free data mining

Keogh, Eamonn, Lonardi, Stefano, Ratanamahatana, Chotirat Ann

Year:

2004

Language:

english

File:

PDF, 753 KB

english, 2004

16

[IEEE 2012 Second International Conference on Digital Information and Communication Technology and it's Applications (DICTAP) - Bangkok, Thailand (2012.05.16-2012.05.18)] 2012 Second International Conference on Digital Information and Communication Technology and it's Applications (DICTAP) - TFRS: Thai finger-spelling sign language recognition system

Saengsri, Supawadee, Niennattrakul, Vit, Ratanamahatana, Chotirat Ann

Year:

2012

Language:

english

File:

PDF, 334 KB

english, 2012

17

[ACM Press the 23rd international conference - Pittsburgh, Pennsylvania (2006.06.25-2006.06.29)] Proceedings of the 23rd international conference on Machine learning - ICML '06 - Fast time series classification using numerosity reduction

Xi, Xiaopeng, Keogh, Eamonn, Shelton, Christian, Wei, Li, Ratanamahatana, Chotirat Ann

Year:

2006

Language:

english

File:

PDF, 622 KB

english, 2006

18

Feature selection for the naive bayesian classifier using decision trees

Ratanamahatana, Chotirat "ann", Gunopulos, Dimitrios

Journal:

Applied Artificial Intelligence

Year:

2003

Language:

english

File:

PDF, 189 KB

english, 2003

19

[IEEE 2009 6th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON) - Chonburi, Thailand (2009.05.6-2009.05.9)] 2009 6th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology - Accurate subsequence matching on data stream under time warping distance

Niennattrakul, Vit, Wanichsan, Dechawut, Ratanamahatana, Chotirat Ann

Year:

2009

Language:

english

File:

PDF, 221 KB

english, 2009

20

[IEEE 2009 6th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON) - Chonburi, Thailand (2009.05.6-2009.05.9)] 2009 6th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology - Shape averaging under Time Warping

Niennattrakul, Vit, Ratanamahatana, Chotirat Ann

Year:

2009

Language:

english

File:

PDF, 240 KB

english, 2009

21

[IEEE 2011 8th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON 2011) - Khon Kaen, Thailand (2011.05.17-2011.05.19)] The 8th Electrical Engineering/ Electronics, Computer, Telecommunications and Information Technology (ECTI) Association of Thailand - Conference 2011 - Discovery of variable length time series motif

Nunthanid, Pawan, Niennattrakul, Vit, Ratanamahatana, Chotirat Ann

Year:

2011

Language:

english

File:

PDF, 1.32 MB

english, 2011

22

[IEEE 2008 International Conference on Advanced Technologies for Communications (ATC) - Hanoi, Vietnam (2008.10.6-2008.10.9)] 2008 International Conference on Advanced Technologies for Communications - Singing voice separation for mono-channel music using Non-negative Matrix Factorization

Chanrungutai, Angkana, Ratanamahatana, Chotirat Ann

Year:

2008

Language:

english

File:

PDF, 979 KB

english, 2008

23

[IEEE 2013 IEEE International Conference on Data Mining (ICDM) - Dallas, TX, USA (2013.12.7-2013.12.10)] 2013 IEEE 13th International Conference on Data Mining - Efficient Proper Length Time Series Motif Discovery

Yingchareonthawornchai, Sorrachai, Sivaraks, Haemwaan, Rakthanmanon, Thanawin, Ratanamahatana, Chotirat Ann

Year:

2013

Language:

english

File:

PDF, 298 KB

english, 2013

24

[IEEE 2011 8th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON 2011) - Khon Kaen, Thailand (2011.05.17-2011.05.19)] The 8th Electrical Engineering/ Electronics, Computer, Telecommunications and Information Technology (ECTI) Association of Thailand - Conference 2011 - Multiple Shape-based Template Matching for time series data

Meesrikamolkul, Warissara, Niennattrakul, Vit, Ratanamahatana, Chotirat Ann

Year:

2011

Language:

english

File:

PDF, 1.17 MB

english, 2011

25

[IEEE 2008 International Symposium on Communications and Information Technologies (ISCIT) - Vientiane, Laos (2008.10.21-2008.10.23)] 2008 International Symposium on Communications and Information Technologies - Singing Voice Separation in Mono-Channel Music

Chanrungutai, Angkana, Ratanamahatana, Chotirat Ann

Year:

2008

Language:

english

File:

PDF, 3.87 MB

english, 2008

26

[IEEE 2008 Third International Conference on Convergence and Hybrid Information Technology (ICCIT) - Busan, Korea (2008.11.11-2008.11.13)] 2008 Third International Conference on Convergence and Hybrid Information Technology - Efficient Time Series Mining Using Fractal Representation

Sajjipanon, Poat, Ratanamahatana, Chotirat Ann

Year:

2008

Language:

english

File:

PDF, 740 KB

english, 2008

27

[IEEE 2009 Fourth International Conference on Computer Sciences and Convergence Information Technology - Seoul, Korea (2009.11.24-2009.11.26)] 2009 Fourth International Conference on Computer Sciences and Convergence Information Technology - Efficient Time Series Classification under Template Matching Using Time Warping Alignment

Srisai, Dararat, Ratanamahatana, Chotirat Ann

Year:

2009

Language:

english

File:

PDF, 456 KB

english, 2009

28

[ACM Press First ACM SIGMM international workshop - Berkeley, California (2003.11.02-2003.11.08)] First ACM SIGMM international workshop on Video surveillance - IWVS '03 - A novel technique for indexing video surveillance data

Keogh, Eamonn, Celly, Bhrigu, Ratanamahatana, Chotirat Ann, Zordan, Victor

Year:

2003

Language:

english

File:

PDF, 939 KB

english, 2003

29

[IEEE 2013 5th International Conference on Knowledge and Smart Technology (KST) - Chonburi, Thailand (2013.1.31-2013.2.1)] 2013 5th International Conference on Knowledge and Smart Technology (KST) - Parameter-free subsequences time series clustering with various-width clusters

Madicar, Navin, Sivaraks, Haemwaan, Rodpongpun, Sura, Ratanamahatana, Chotirat Ann

Year:

2013

Language:

english

File:

PDF, 308 KB

english, 2013

30

[IEEE 2016 8th International Conference on Knowledge and Smart Technology (KST) - Chiangmai, Thailand (2016.2.3-2016.2.6)] 2016 8th International Conference on Knowledge and Smart Technology (KST) - Fast and accurate template averaging for time series classification

Sathianwiriyakhun, Phongsakorn, Janyalikit, Thapanan, Ratanamahatana, Chotirat Ann

Year:

2016

Language:

english

File:

PDF, 980 KB

english, 2016

31

Automatic 2D hydrophobic cluster alignment

Kannasut, Phisit, Pichyangkura, Rath, Ratanamahatana, Chotirat Ann

Journal:

International Journal of Biomedical Engineering and Technology

Year:

2010

Language:

english

File:

PDF, 766 KB

english, 2010

32

[ACM Press the 2019 2nd International Conference - Seoul, Republic of Korea (2019.07.19-2019.07.21)] Proceedings of the 2019 2nd International Conference on Data Science and Information Technology - DSIT 2019 - An Enhanced Time Series Classification Using Linear-Regression Based Shape Descriptor

Arnupapsanyakorn, Silumpa, Ratanamahatana, Chotirat Ann

Year:

2019

Language:

english

File:

PDF, 1.49 MB

english, 2019

33

[ACM Press the 2019 2nd International Conference - Seoul, Republic of Korea (2019.07.19-2019.07.21)] Proceedings of the 2019 2nd International Conference on Data Science and Information Technology - DSIT 2019 - An Enhanced Time Series Classification Using Linear-Regression Based Shape Descriptor

Arnupapsanyakorn, Silumpa, Ratanamahatana, Chotirat Ann

Year:

2019

File:

PDF, 1.49 MB

2019

34

The UCR time series archive

Dau, Hoang Anh, Bagnall, Anthony, Kamgar, Kaveh, Yeh, Chin-Chia Michael, Zhu, Yan, Gharghabi, Shaghayegh, Ratanamahatana, Chotirat Ann, Keogh, Eamonn

Journal:

IEEE/CAA Journal of Automatica Sinica

Year:

2019

File:

PDF, 6.61 MB

2019

35

Influential Factors of an Asynchronous BCI for Movement Intention Detection

Rodpongpun, Sura, Janyalikit, Thapanan, Ratanamahatana, Chotirat Ann

Journal:

Computational and Mathematical Methods in Medicine

Year:

2020

File:

PDF, 2.03 MB

2020

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