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2020 – today
- 2024
[j9]Md Billal Hossain
, Samuel R. LaMunion, Scott E. Crouter, Edward L. Melanson, Edward Sazonov:
A CNN Model for Physical Activity Recognition and Energy Expenditure Estimation from an Eyeglass-Mounted Wearable Sensor. Sensors 24(10): 3046 (2024)- [c2]Zihan Li, Wei Ding, Inal Mashukov, Scott E. Crouter, Ping Chen:
A Multi-view Feature Construction and Multi-Encoder-Decoder Transformer Architecture for Time Series Classification. PAKDD (6) 2024: 239-250 - 2022
- [j8]Olga Andreeva, Matthew Almeida, Wei Ding, Scott E. Crouter, Ping Chen:
Maximizing Fairness in Deep Neural Networks via Mode Connectivity. IEEE Intell. Syst. 37(3): 36-44 (2022) - [j7]Kevin Amaral, Zihan Li, Wei Ding, Scott E. Crouter, Ping Chen:
SummerTime: Variable-length Time Series Summarization with Application to Physical Activity Analysis. ACM Trans. Comput. Heal. 3(4): 47:1-47:15 (2022) - 2021
- [j6]Matthew Almeida, Yong Zhuang, Wei Ding, Scott E. Crouter, Ping Chen:
Mitigating Class-Boundary Label Uncertainty to Reduce Both Model Bias and Variance. ACM Trans. Knowl. Discov. Data 15(2): 27:1-27:18 (2021) - 2020
- [j5]Shima Imani, Frank Madrid, Wei Ding, Scott E. Crouter, Eamonn J. Keogh:
Introducing time series snippets: a new primitive for summarizing long time series. Data Min. Knowl. Discov. 34(6): 1713-1743 (2020) - [i2]Kevin Michael Amaral, Zihan Li, Wei Ding, Scott E. Crouter, Ping Chen:
SummerTime: Variable-length Time SeriesSummarization with Applications to PhysicalActivity Analysis. CoRR abs/2002.09000 (2020) - [i1]Matthew Almeida, Wei Ding, Scott E. Crouter, Ping Chen:
Mitigating Class Boundary Label Uncertainty to Reduce Both Model Bias and Variance. CoRR abs/2002.09963 (2020)
2010 – 2019
- 2019
- [j4]Shaghayegh Gharghabi, Chin-Chia Michael Yeh, Yifei Ding, Wei Ding, Paul Hibbing, Samuel LaMunion, Andrew Kaplan, Scott E. Crouter, Eamonn J. Keogh:
Domain agnostic online semantic segmentation for multi-dimensional time series. Data Min. Knowl. Discov. 33(1): 96-130 (2019) - [j3]Shaghayegh Gharghabi, Chin-Chia Michael Yeh, Yifei Ding, Wei Ding, Paul Hibbing, Samuel LaMunion, Andrew Kaplan, Scott E. Crouter, Eamonn J. Keogh:
Correction to: Domain agnostic online semantic segmentation for multi-dimensional time series. Data Min. Knowl. Discov. 33(6): 1981-1982 (2019) - 2018
- [c1]Shima Imani, Frank Madrid, Wei Ding, Scott E. Crouter, Eamonn J. Keogh:
Matrix Profile XIII: Time Series Snippets: A New Primitive for Time Series Data Mining. ICBK 2018: 382-389 - 2016
- [j2]Xiang Ren, Wei Ding, Scott E. Crouter, Yang Mu, Rong Xie:
Activity recognition and intensity estimation in youth from accelerometer data aided by machine learning. Appl. Intell. 45(2): 512-529 (2016) - 2014
- [j1]Yang Mu, Henry Z. Lo, Wei Ding, Kevin Amaral, Scott E. Crouter:
Bipart: Learning Block Structurefor Activity Detection. IEEE Trans. Knowl. Data Eng. 26(10): 2397-2409 (2014)
Coauthor Index
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