Eamonn Keogh

Cited by

	All	Since 2019
Citations	66209	29713
h-index	114	80
i10-index	259	212

6000

3000

1500

4500

20022003200420052006200720082009201020112012201320142015201620172018201920202021202220232024219 387 737 961 1247 1400 1588 1654 1869 1897 2416 2391 2954 3467 3920 3816 4526 4914 5005 5190 5314 5156 4124

Public access

View all

50 articles

6 articles

available

not available

Based on funding mandates

Co-authors

Abdullah MueenProfessor, Department of Computer Science, University of New MexicoVerified email at cs.unm.edu
Chotirat Ann RatanamahatanaAssociate Professor, Dept. of Computer Engineering, Chulalongkorn UniversityVerified email at chula.ac.th
Jessica LinGeorge Mason UniversityVerified email at gmu.edu
Stefano LonardiProfessor of Computer Science, University of California, RiversideVerified email at cs.ucr.edu
Gustavo Enrique BatistaAssociate Professor, School of Computer Science and Engineering, University of New South WalesVerified email at cse.unsw.edu.au
Yan ZhuPhD Candidate in Computer Science, University of California, RiversideVerified email at ucr.edu
Chin-Chia Michael YehVisa ResearchVerified email at visa.com
Michael J. PazzaniDistinguished Principal ScientistVerified email at isi.edu
Thanawin RakthanmanonDept. of Computer Engineering, Kasetsart University, ThailandVerified email at ku.ac.th
Tony BagnallProfessor of Computer Science, University of SouthamptonVerified email at uea.ac.uk
Bing HuFacebookVerified email at ucr.edu
Yanping ChenUniversity of California, RiversideVerified email at ucr.edu
Nurjahan BegumUniversity of California, RiversideVerified email at cs.ucr.edu
Hoang Anh DauMachine Learning Research Engineer, UberVerified email at uber.com
Michalis VlachosProfessor, HEC Lausanne, University of LausanneVerified email at unil.ch
Qiang ZhuIntuitVerified email at cs.ucr.edu
Zachary ZimmermanGoogleVerified email at google.com
Diego Furtado SilvaAssistant Professor, University of São PauloVerified email at usp.br
Shaghayegh GharghabiDepartment of Electrical and Computer Engineering, University of California, RiversideVerified email at ucr.edu
Bill ChiuVerified email at tapiama.org

Eamonn Keogh

Distinguished Professor of Computer Science, University of California - Riverside

Verified email at cs.ucr.edu - Homepage

Time Series Time Series Mining motif_discovery similarity_search anomaly_detection


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Exact indexing of dynamic time warping E Keogh, CA Ratanamahatana Knowledge and information systems 7, 358-386, 2005	3571	2005
A symbolic representation of time series, with implications for streaming algorithms J Lin, E Keogh, S Lonardi, B Chiu Proceedings of the 8th ACM SIGMOD workshop on Research issues in data mining …, 2003	2854	2003
Dimensionality reduction for fast similarity search in large time series databases E Keogh, K Chakrabarti, M Pazzani, S Mehrotra Knowledge and information Systems 3, 263-286, 2001	2227	2001
Experiencing SAX: a novel symbolic representation of time series J Lin, E Keogh, L Wei, S Lonardi Data Mining and knowledge discovery 15, 107-144, 2007	2158	2007
On the need for time series data mining benchmarks: a survey and empirical demonstration E Keogh, S Kasetty Proceedings of the eighth ACM SIGKDD international conference on Knowledge …, 2002	1896	2002
The great time series classification bake off: a review and experimental evaluation of recent algorithmic advances A Bagnall, J Lines, A Bostrom, J Large, E Keogh Data mining and knowledge discovery 31, 606-660, 2017	1845	2017
Querying and mining of time series data: experimental comparison of representations and distance measures H Ding, G Trajcevski, P Scheuermann, X Wang, E Keogh Proceedings of the VLDB Endowment 1 (2), 1542-1552, 2008	1834	2008
An online algorithm for segmenting time series E Keogh, S Chu, D Hart, M Pazzani Proceedings 2001 IEEE international conference on data mining, 289-296, 2001	1712	2001
Time series shapelets: a new primitive for data mining L Ye, E Keogh Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009	1396	2009
Searching and mining trillions of time series subsequences under dynamic time warping T Rakthanmanon, B Campana, A Mueen, G Batista, B Westover, Q Zhu, ... Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012	1350	2012
Locally adaptive dimensionality reduction for indexing large time series databases E Keogh, K Chakrabarti, M Pazzani, S Mehrotra Proceedings of the 2001 ACM SIGMOD international conference on Management of …, 2001	1311	2001
Hot sax: Efficiently finding the most unusual time series subsequence E Keogh, J Lin, A Fu Fifth IEEE International Conference on Data Mining (ICDM'05), 8 pp., 2005	1183	2005
Scaling up dynamic time warping for datamining applications EJ Keogh, MJ Pazzani Proceedings of the sixth ACM SIGKDD international conference on Knowledge …, 2000	1135	2000
Experimental comparison of representation methods and distance measures for time series data X Wang, A Mueen, H Ding, G Trajcevski, P Scheuermann, E Keogh Data Mining and Knowledge Discovery 26, 275-309, 2013	1127	2013
The UCR time series classification archive Y Chen, E Keogh, B Hu, N Begum, A Bagnall, A Mueen, G Batista July, 2015	1053	2015
The UCR time series archive HA Dau, A Bagnall, K Kamgar, CCM Yeh, Y Zhu, S Gharghabi, ... IEEE/CAA Journal of Automatica Sinica 6 (6), 1293-1305, 2019	991	2019
Segmenting time series: A survey and novel approach E Keogh, S Chu, D Hart, M Pazzani Data mining in time series databases, 1-21, 2004	955	2004
Clustering of time-series subsequences is meaningless: implications for previous and future research E Keogh, J Lin Knowledge and information systems 8, 154-177, 2005	884	2005
Towards parameter-free data mining E Keogh, S Lonardi, CA Ratanamahatana Proceedings of the tenth ACM SIGKDD international conference on Knowledge …, 2004	879	2004
An enhanced representation of time series which allows fast and accurate classification, clustering and relevance feedback. EJ Keogh, MJ Pazzani Kdd 98, 239-243, 1998	846	1998

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors