Scott Evans

13 papers A* 5B 1Journal 4Unranked 3
YearRankTypeTitle / Venue / Authors
2025 A* conf
FlowFill: A Fast and Energy-Efficient Streaming Framework for Recovering Missing Values in Industrial Sensor Data.
ICDE
Hao Huang, Scott Evans
2024 B conf
Deep Root Cause Analysis: Unveiling Anomalies and Enhancing Fault Detection in Industrial Time Series.
IJCNN
Hao Huang, Tapan Shah, John Karigiannis, Scott Evans
2024 A* conf
Energy Efficient Streaming Time Series Classification with Attentive Power Iteration.
AAAI
Hao Huang, Tapan Shah, Scott Evans, Shinjae Yoo
2024 — conf
Sustainable and Explainable Neural Network for Real-Time Time Series Classification.
ICPR (5)
Hao Huang, Tapan Shah, Shinjae Yoo, Scott Evans
2021 — conf
The Entropy Economy: A New Paradigm for Carbon Reduction and Energy Efficiency for the Age of AI.
ACSCC
Scott Evans, Tapan Shah, Achalesh Pandey
2020 A* conf
Causal Inference via Conditional Kolmogorov Complexity.
ICDM
Daniel Goldfarb, Scott Evans
2019 J jnl
Causal Inference via Conditional Kolmogorov Complexity using MDL Binning.
CoRR
Daniel Goldfarb, Scott Evans
2015 J jnl
Using the minimum description length to discover the intrinsic cardinality and dimensionality of time series.
Data Min. Knowl. Discov.
Bing Hu, Thanawin Rakthanmanon, Yuan Hao, Scott Evans, Stefano Lonardi, Eamonn J. Keogh
2012 J jnl
MDL-based time series clustering.
Knowl. Inf. Syst.
Thanawin Rakthanmanon, Eamonn J. Keogh, Stefano Lonardi, Scott Evans
2011 A* conf
Discovering the Intrinsic Cardinality and Dimensionality of Time Series Using MDL.
ICDM
Bing Hu, Thanawin Rakthanmanon, Yuan Hao, Scott Evans, Stefano Lonardi, Eamonn J. Keogh
2011 A* conf
Time Series Epenthesis: Clustering Time Series Streams Requires Ignoring Some Data.
ICDM
Thanawin Rakthanmanon, Eamonn J. Keogh, Stefano Lonardi, Scott Evans
2011 — conf
Towards Discovering the Intrinsic Cardinality and Dimensionality of Time Series Using MDL.
Algorithmic Probability and Friends
Bing Hu, Thanawin Rakthanmanon, Yuan Hao, Scott Evans, Stefano Lonardi, Eamonn J. Keogh
2000 J jnl
Online adaptive reinitialization of the constant modulus algorithm.
IEEE Trans. Commun.
Scott Evans, Lang Tong