Yanping Chen

Publication Activity (10 Years)

Years Active: 2013-2019
Publications (10 Years): 7

Top Venues

KDD

SDM

ICDM

Data Min. Knowl. Discov.

University of California, Riverside, USA (PHD)

Education History

University of California, Riverside, USA

PHD

Publications

Yanping Chen, Hongxia Jin
Rare Sound Event Detection Using Deep Learning and Data Augmentation. INTERSPEECH (2019)
Yilin Shen, Yanping Chen, Eamonn J. Keogh, Hongxia Jin
Accelerating Time Series Searching with Large Uniform Scaling. SDM (2018)
Yilin Shen, Yanping Chen, Eamonn J. Keogh, Hongxia Jin
Searching Time Series with Invariance to Large Amounts of Uniform Scaling. ICDE (2017)
Bing Hu, Yanping Chen, Eamonn J. Keogh
Classification of streaming time series under more realistic assumptions. Data Min. Knowl. Discov. 30 (2) (2016)
François Petitjean, Germain Forestier, Geoffrey I. Webb, Ann E. Nicholson, Yanping Chen, Eamonn J. Keogh
Faster and more accurate classification of time series by exploiting a novel dynamic time warping averaging algorithm. Knowl. Inf. Syst. 47 (1) (2016)
Yanping Chen, Yuan Hao, Thanawin Rakthanmanon, Jesin Zakaria, Bing Hu, Eamonn J. Keogh
A general framework for never-ending learning from time series streams. Data Min. Knowl. Discov. 29 (6) (2015)
Mohammad Shokoohi-Yekta, Yanping Chen, Bilson J. L. Campana, Bing Hu, Jesin Zakaria, Eamonn J. Keogh
Discovery of Meaningful Rules in Time Series. KDD (2015)
François Petitjean, Germain Forestier, Geoffrey I. Webb, Ann E. Nicholson, Yanping Chen, Eamonn J. Keogh
Dynamic Time Warping Averaging of Time Series Allows Faster and More Accurate Classification. ICDM (2014)
Yanping Chen, Adena Why, Gustavo E. A. P. A. Batista, Agenor Mafra-Neto, Eamonn J. Keogh
Flying Insect Classification with Inexpensive Sensors. CoRR (2014)
Yuan Hao, Yanping Chen, Jesin Zakaria, Bing Hu, Thanawin Rakthanmanon, Eamonn J. Keogh
Towards never-ending learning from time series streams. KDD (2013)
Yanping Chen, Bing Hu, Eamonn J. Keogh, Gustavo E. A. P. A. Batista
DTW-D: time series semi-supervised learning from a single example. KDD (2013)
Bing Hu, Yanping Chen, Eamonn J. Keogh
Time Series Classification under More Realistic Assumptions. SDM (2013)
Bing Hu, Yanping Chen, Jesin Zakaria, Liudmila Ulanova, Eamonn J. Keogh
Classification of Multi-dimensional Streaming Time Series by Weighting Each Classifier's Track Record. ICDM (2013)

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Publication Activity (10 Years)

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Yanping Chen