Bipart: Learning Block Structurefor Activity Detection. - Yang Mu; Henry Z. Lo; Wei Ding 003; Kevin Amaral; Scott E. Crouter (IEEE Trans. Knowl. Data Eng., 2014)

Activity recognition and intensity estimation in youth from accelerometer data aided by machine learning. - Xiang Ren; Wei Ding 003; Scott E. Crouter; Yang Mu; Rong Xie (Appl. Intell., 2016)

Matrix Profile XIII: Time Series Snippets: A New Primitive for Time Series Data Mining. - Shima Imani; Frank Madrid; Wei Ding 003; Scott E. Crouter; Eamonn J. Keogh (ICBK, 2018)

Domain agnostic online semantic segmentation for multi-dimensional time series. - Shaghayegh Gharghabi; Chin-Chia Michael Yeh; Yifei Ding; Wei Ding 003; Paul Hibbing; Samuel LaMunion; Andrew Kaplan; Scott E. Crouter; Eamonn J. Keogh (Data Min. Knowl. Discov., 2019)

Correction to: Domain agnostic online semantic segmentation for multi-dimensional time series. - Shaghayegh Gharghabi; Chin-Chia Michael Yeh; Yifei Ding; Wei Ding 003; Paul Hibbing; Samuel LaMunion; Andrew Kaplan; Scott E. Crouter; Eamonn J. Keogh (Data Min. Knowl. Discov., 2019)

SummerTime: Variable-length Time SeriesSummarization with Applications to PhysicalActivity Analysis. - Kevin Michael Amaral; Zihan Li; Wei Ding 003; Scott E. Crouter; Ping Chen 001 (CoRR, 2020)

Mitigating Class Boundary Label Uncertainty to Reduce Both Model Bias and Variance. - Matthew Almeida; Wei Ding 003; Scott E. Crouter; Ping Chen 001 (CoRR, 2020)

Introducing time series snippets: a new primitive for summarizing long time series. - Shima Imani; Frank Madrid; Wei Ding 003; Scott E. Crouter; Eamonn J. Keogh (Data Min. Knowl. Discov., 2020)

Mitigating Class-Boundary Label Uncertainty to Reduce Both Model Bias and Variance. - Matthew Almeida; Yong Zhuang; Wei Ding 003; Scott E. Crouter; Ping Chen 001 (ACM Trans. Knowl. Discov. Data, 2021)

Maximizing Fairness in Deep Neural Networks via Mode Connectivity. - Olga Andreeva; Matthew Almeida; Wei Ding 003; Scott E. Crouter; Ping Chen 001 (IEEE Intell. Syst., 2022)

SummerTime: Variable-length Time Series Summarization with Application to Physical Activity Analysis. - Kevin Amaral; Zihan Li; Wei Ding 003; Scott E. Crouter; Ping Chen 001 (ACM Trans. Comput. Heal., 2022)

A Multi-view Feature Construction and Multi-Encoder-Decoder Transformer Architecture for Time Series Classification. - Zihan Li; Wei Ding 003; Inal Mashukov; Scott E. Crouter; Ping Chen 001 (PAKDD (6), 2024)

A CNN Model for Physical Activity Recognition and Energy Expenditure Estimation from an Eyeglass-Mounted Wearable Sensor. - Md Billal Hossain; Samuel R. LaMunion; Scott E. Crouter; Edward L. Melanson; Edward Sazonov (Sensors, 2024)