Scott Evans

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 4

Top Topics

Energy Efficient

Abductive Reasoning

Kolmogorov Complexity

Streaming Time Series

Top Venues

Publications

Hao Huang, Tapan Shah, Scott Evans, Shinjae Yoo
Energy Efficient Streaming Time Series Classification with Attentive Power Iteration. AAAI (2024)
Scott Evans, Tapan Shah, Acahlesh Pandey
The Entropy Economy: A New Paradigm for Carbon Reduction and Energy Efficiency for the Age of AI. ACSCC (2021)
Daniel Goldfarb, Scott Evans
Causal Inference via Conditional Kolmogorov Complexity. ICDM (2020)
Daniel Goldfarb, Scott Evans
Causal Inference via Conditional Kolmogorov Complexity using MDL Binning. CoRR (2019)
Bing Hu, Thanawin Rakthanmanon, Yuan Hao, Scott Evans, Stefano Lonardi, Eamonn J. Keogh
Using the minimum description length to discover the intrinsic cardinality and dimensionality of time series. Data Min. Knowl. Discov. 29 (2) (2015)
Thanawin Rakthanmanon, Eamonn J. Keogh, Stefano Lonardi, Scott Evans
MDL-based time series clustering. Knowl. Inf. Syst. 33 (2) (2012)
Thanawin Rakthanmanon, Eamonn J. Keogh, Stefano Lonardi, Scott Evans
Time Series Epenthesis: Clustering Time Series Streams Requires Ignoring Some Data. ICDM (2011)
Bing Hu, Thanawin Rakthanmanon, Yuan Hao, Scott Evans, Stefano Lonardi, Eamonn J. Keogh
Discovering the Intrinsic Cardinality and Dimensionality of Time Series Using MDL. ICDM (2011)
Bing Hu, Thanawin Rakthanmanon, Yuan Hao, Scott Evans, Stefano Lonardi, Eamonn J. Keogh
Towards Discovering the Intrinsic Cardinality and Dimensionality of Time Series Using MDL. Algorithmic Probability and Friends (2011)
Scott Evans, Lang Tong
Online adaptive reinitialization of the constant modulus algorithm. IEEE Trans. Commun. 48 (4) (2000)