Scott E. Crouter

13 papers Journal 11Unranked 2
YearRankTypeTitle / Venue / Authors
2024 J jnl
A CNN Model for Physical Activity Recognition and Energy Expenditure Estimation from an Eyeglass-Mounted Wearable Sensor.
Sensors
Md Billal Hossain, Samuel R. LaMunion, Scott E. Crouter, Edward L. Melanson, Edward Sazonov
2024 — conf
A Multi-view Feature Construction and Multi-Encoder-Decoder Transformer Architecture for Time Series Classification.
PAKDD (6)
Zihan Li, Wei Ding, Inal Mashukov, Scott E. Crouter, Ping Chen
2022 J jnl
Maximizing Fairness in Deep Neural Networks via Mode Connectivity.
IEEE Intell. Syst.
Olga Andreeva, Matthew Almeida, Wei Ding, Scott E. Crouter, Ping Chen
2022 J jnl
SummerTime: Variable-length Time Series Summarization with Application to Physical Activity Analysis.
ACM Trans. Comput. Heal.
Kevin Amaral, Zihan Li, Wei Ding, Scott E. Crouter, Ping Chen
2021 J jnl
Mitigating Class-Boundary Label Uncertainty to Reduce Both Model Bias and Variance.
ACM Trans. Knowl. Discov. Data
Matthew Almeida, Yong Zhuang, Wei Ding, Scott E. Crouter, Ping Chen
2020 J jnl
Introducing time series snippets: a new primitive for summarizing long time series.
Data Min. Knowl. Discov.
Shima Imani, Frank Madrid, Wei Ding, Scott E. Crouter, Eamonn J. Keogh
2020 J jnl
Mitigating Class Boundary Label Uncertainty to Reduce Both Model Bias and Variance.
CoRR
Matthew Almeida, Wei Ding, Scott E. Crouter, Ping Chen
2020 J jnl
SummerTime: Variable-length Time SeriesSummarization with Applications to PhysicalActivity Analysis.
CoRR
Kevin Michael Amaral, Zihan Li, Wei Ding, Scott E. Crouter, Ping Chen
2019 J jnl
Correction to: Domain agnostic online semantic segmentation for multi-dimensional time series.
Data Min. Knowl. Discov.
Shaghayegh Gharghabi, Chin-Chia Michael Yeh, Yifei Ding, Wei Ding, Paul Hibbing, Samuel LaMunion, Andrew Kaplan, Scott E. Crouter, Eamonn J. Keogh
2019 J jnl
Domain agnostic online semantic segmentation for multi-dimensional time series.
Data Min. Knowl. Discov.
Shaghayegh Gharghabi, Chin-Chia Michael Yeh, Yifei Ding, Wei Ding, Paul Hibbing, Samuel LaMunion, Andrew Kaplan, Scott E. Crouter, Eamonn J. Keogh
2018 — conf
Matrix Profile XIII: Time Series Snippets: A New Primitive for Time Series Data Mining.
ICBK
Shima Imani, Frank Madrid, Wei Ding, Scott E. Crouter, Eamonn J. Keogh
2016 J jnl
Activity recognition and intensity estimation in youth from accelerometer data aided by machine learning.
Appl. Intell.
Xiang Ren, Wei Ding, Scott E. Crouter, Yang Mu, Rong Xie
2014 J jnl
Bipart: Learning Block Structurefor Activity Detection.
IEEE Trans. Knowl. Data Eng.
Yang Mu, Henry Z. Lo, Wei Ding, Kevin Amaral, Scott E. Crouter