Online adaptive reinitialization of the constant modulus algorithm. - Scott Evans; Lang Tong 001 (IEEE Trans. Commun., 2000)

Towards Discovering the Intrinsic Cardinality and Dimensionality of Time Series Using MDL. - Bing Hu 001; Thanawin Rakthanmanon; Yuan Hao; Scott Evans; Stefano Lonardi; Eamonn J. Keogh (Algorithmic Probability and Friends, 2011)

Discovering the Intrinsic Cardinality and Dimensionality of Time Series Using MDL. - Bing Hu 001; Thanawin Rakthanmanon; Yuan Hao; Scott Evans; Stefano Lonardi; Eamonn J. Keogh (ICDM, 2011)

Time Series Epenthesis: Clustering Time Series Streams Requires Ignoring Some Data. - Thanawin Rakthanmanon; Eamonn J. Keogh; Stefano Lonardi; Scott Evans (ICDM, 2011)

MDL-based time series clustering. - Thanawin Rakthanmanon; Eamonn J. Keogh; Stefano Lonardi; Scott Evans (Knowl. Inf. Syst., 2012)

Using the minimum description length to discover the intrinsic cardinality and dimensionality of time series. - Bing Hu 001; Thanawin Rakthanmanon; Yuan Hao; Scott Evans; Stefano Lonardi; Eamonn J. Keogh (Data Min. Knowl. Discov., 2015)

Causal Inference via Conditional Kolmogorov Complexity using MDL Binning. - Daniel Goldfarb; Scott Evans (CoRR, 2019)

Causal Inference via Conditional Kolmogorov Complexity. - Daniel Goldfarb; Scott Evans (ICDM, 2020)

The Entropy Economy: A New Paradigm for Carbon Reduction and Energy Efficiency for the Age of AI. - Scott Evans; Tapan Shah 004; Achalesh Pandey (ACSCC, 2021)

Energy Efficient Streaming Time Series Classification with Attentive Power Iteration. - Hao Huang 007; Tapan Shah 004; Scott Evans; Shinjae Yoo (AAAI, 2024)

Sustainable and Explainable Neural Network for Real-Time Time Series Classification. - Hao Huang 007; Tapan Shah 004; Shinjae Yoo; Scott Evans (ICPR (5), 2024)

Deep Root Cause Analysis: Unveiling Anomalies and Enhancing Fault Detection in Industrial Time Series. - Hao Huang 007; Tapan Shah 004; John Karigiannis; Scott Evans (IJCNN, 2024)

FlowFill: A Fast and Energy-Efficient Streaming Framework for Recovering Missing Values in Industrial Sensor Data. - Hao Huang; Scott Evans (ICDE, 2025)