Scott E. Crouter

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 12

Top Topics

Semantic Segmentation

Top Venues

Data Min. Knowl. Discov.

Publications

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) (2024)
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)
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) (2022)
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) (2022)
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) (2021)
Matthew Almeida, Wei Ding, Scott E. Crouter, Ping Chen
Mitigating Class Boundary Label Uncertainty to Reduce Both Model Bias and Variance. CoRR (2020)
Kevin Michael Amaral, Zihan Li, Wei Ding, Scott E. Crouter, Ping Chen
SummerTime: Variable-length Time SeriesSummarization with Applications to PhysicalActivity Analysis. CoRR (2020)
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) (2020)
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) (2019)
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) (2019)
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)
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) (2016)
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) (2014)