Edward R. Ratner

18 papers B 3Misc 4Journal 5Unranked 6

Year	Rank	Type	Title / 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