On clustering multimedia time series data using k-means and dynamic time warping V Niennattrakul, CA Ratanamahatana 2007 International Conference on Multimedia and Ubiquitous Engineering (MUE
, 2007 | 280 | 2007 |
Accelerating dynamic time warping subsequence search with GPUs and FPGAs D Sart, A Mueen, W Najjar, E Keogh, V Niennattrakul 2010 IEEE International Conference on Data Mining, 1001-1006, 2010 | 190 | 2010 |
Shape averaging under time warping V Niennattrakul, CA Ratanamahatana 2009 6th International Conference on Electrical Engineering/Electronics
, 2009 | 93 | 2009 |
Shape-based clustering for time series data W Meesrikamolkul, V Niennattrakul, CA Ratanamahatana Advances in Knowledge Discovery and Data Mining: 16th Pacific-Asia
, 2012 | 84 | 2012 |
Inaccuracies of shape averaging method using dynamic time warping for time series data V Niennattrakul, CA Ratanamahatana Computational ScienceICCS 2007: 7th International Conference, Beijing
, 2007 | 80 | 2007 |
Shape-based template matching for time series data V Niennattrakul, D Srisai, CA Ratanamahatana Knowledge-Based Systems 26, 1-8, 2012 | 60 | 2012 |
TFRS: Thai finger-spelling sign language recognition system S Saengsri, V Niennattrakul, CA Ratanamahatana 2012 second international conference on digital information and
, 2012 | 56 | 2012 |
Discovery of variable length time series motif P Nunthanid, V Niennattrakul, CA Ratanamahatana The 8th Electrical Engineering/Electronics, Computer, Telecommunications and
, 2011 | 55 | 2011 |
Selective subsequence time series clustering S Rodpongpun, V Niennattrakul, CA Ratanamahatana Knowledge-Based Systems 35, 361-368, 2012 | 42 | 2012 |
Data editing techniques to allow the application of distance-based outlier detection to streams V Niennattrakul, E Keogh, CA Ratanamahatana 2010 IEEE International Conference on Data Mining, 947-952, 2010 | 36 | 2010 |
Learning DTW global constraint for time series classification V Niennattrakul, CA Ratanamahatana arXiv preprint arXiv:0903.0041, 2009 | 33 | 2009 |
Exact indexing for massive time series databases under time warping distance V Niennattrakul, P Ruengronghirunya, CA Ratanamahatana Data Mining and Knowledge Discovery 21, 509-541, 2010 | 31 | 2010 |
Parameter-free motif discovery for time series data P Nunthanid, V Niennattrakul, CA Ratanamahatana 2012 9th International Conference on Electrical Engineering/Electronics
, 2012 | 30 | 2012 |
Accurate subsequence matching on data stream under time warping distance V Niennattrakul, D Wanichsan, CA Ratanamahatana New Frontiers in Applied Data Mining: PAKDD 2009 International Workshops
, 2010 | 26 | 2010 |
SENVM: Server environment monitoring and controlling system for a small data center using wireless sensor network S Choochaisri, V Niennattrakul, S Jenjaturong, C Intanagonwiwat, ... arXiv preprint arXiv:1105.6160, 2011 | 20 | 2011 |
Clustering multimedia data using time series V Niennattrakul, CA Ratanamahatana 2006 International Conference on Hybrid Information Technology 1, 372-379, 2006 | 19 | 2006 |
Clustering multimedia data using time series C Ratanamahatana, V Niennattrakul Proceedings of the International Conference on Hybrid Information Technology
, 2006 | 13 | 2006 |
Efficient subsequence search on streaming data based on time warping distance S Rodpongpun, V Niennattrakul, CA Ratanamahatana ECTI Transactions on Computer and Information Technology (ECTI-CIT) 5 (1), 2-8, 2011 | 12 | 2011 |
Speeding up similarity search on a large time series dataset under time warping distance P Ruengronghirunya, V Niennattrakul, CA Ratanamahatana Advances in Knowledge Discovery and Data Mining: 13th Pacific-Asia
, 2009 | 8 | 2009 |
Hand geometry verification using time series representation V Niennattrakul, D Wanichsan, CA Ratanamahatana Knowledge-Based Intelligent Information and Engineering Systems: 11th
, 2007 | 8 | 2007 |