Edward R. Ratner

18 papers B 3Misc 4Journal 5Unranked 6
YearRankTypeTitle / Venue / Authors
2025 — conf
A Novel Modeling Focused Missing Data Imputation Framework.
CAI
Asha Collie, Elliot Farmer, Brandon Warner, Edward R. Ratner, Christopher Douglas
2025 — conf
Automl Framework for Ensembling: Split Validation Sets for Coefficient and Structure Selection.
CAI
Brandon Warner, Edward R. Ratner, Christopher Douglas, Elliot Farmer
2024 J jnl
Ensemble Learning with Highly Variable Class-Based Performance.
Mach. Learn. Knowl. Extr.
Brandon Warner, Edward R. Ratner, Kallin Carlous-Khan, Christopher Douglas, Amaury Lendasse
2024 J jnl
Extreme AutoML: Analysis of Classification, Regression, and NLP Performance.
CoRR
Edward R. Ratner, Elliot Farmer, Brandon Warner, Christopher Douglas, Amaury Lendasse
2023 — conf
X-ELM: A Fast Explainability Approach for Extreme Learning Machines.
IWANN (2)
Brandon Warner, Edward R. Ratner, Amaury Lendasse
2021 B conf
A Multi-ELM Model for Incomplete Data.
ESANN
Baichuan Chi, Amaury Lendasse, Edward R. Ratner, Renjie Hu
2021 B conf
NNBMSS: a Novel and Fast Method for Model Structure Selection.
ESANN
Amaury Lendasse, Kallin Khan, Edward R. Ratner
2020 J jnl
A modified Lanczos Algorithm for fast regularization of extreme learning machines.
Neurocomputing
Renjie Hu, Edward R. Ratner, David E. Stewart, Kaj-Mikael Björk, Amaury Lendasse
2020 B conf
Feature Bagging and Extreme Learning Machines: Machine Learning with Severe Memory Constraints.
IJCNN
Kallin Khan, Edward R. Ratner, Robert Ludwig, Amaury Lendasse
2019 J jnl
ELM-SOM+: A continuous mapping for visualization.
Neurocomputing
Renjie Hu, Karl Ratner, Edward R. Ratner, Yoan Miche, Kaj-Mikael Björk, Amaury Lendasse
2018 — conf
A Novel ELM Ensemble for Time Series Prediction.
ELM
Zhen Li, Karl Ratner, Edward R. Ratner, Kallin Khan, Kaj-Mikael Björk, Amaury Lendasse
2018 J jnl
Parameter-free image segmentation with SLIC.
Neurocomputing
Fabian Boemer, Edward R. Ratner, Amaury Lendasse
2017 Misc conf
Solve Classification Tasks with Probabilities. Statistically-Modeled Outputs.
HAIS
Andrey Gritsenko, Emil Eirola, Daniel Schupp, Edward R. Ratner, Amaury Lendasse
2015 — conf
Adaptive Segmentation based on a Learned Quality Metric.
VISAPP (1)
Iuri Frosio, Edward R. Ratner
2015 Misc conf
Fractal-based analysis for foreground detection.
ACSSC
Daniel Raburn, Edward R. Ratner
2015 Misc conf
Object recognition in complex video scenes for advertising applications.
ACSSC
Edward R. Ratner, Schuyler Cullen, James Quigley
2006 — conf
VALUE: Virtual Assisted Living Umbrella for the Elderly - user patterns.
EMBC
Stanley M. Finkelstein, Stuart M. Speedie, Xinyu Zhou, Edward R. Ratner, Sandra J. Potthoff
2003 Misc conf
A Novel Way of Distributing Medical Practice Guidelines Using Personal Digital Assistants (PDA).
AMIA
Branko Strok, Stuart M. Speedie, Edward R. Ratner