Journal Articles

Online Evolutionary Neural Architecture Search for Multivariate Non-Stationary Time Series Forecasting

Zimeng Lyu, Alexander Ororbia and Travis Desell

Applied Soft Computing, June 2023

Backpropagation-free 4D continuous ant-based neural topology search

AbdElRahman ElSaid, Karl Ricanek, Zimeng Lyu, Alexander Ororbia, Travis Desell

Applied Soft Computing, August 2023

Conference Proceedings

Minimally Supervised Topological Projections of Self-Organizing Maps for Phase of Flight Identification

Zimeng Lyu, Pujan Thapa and Travis Desell

WCCI IJCNN 2024, July 2024

Preprints

Minimally Supervised Learning using Topological Projections in Self-Organizing Maps

Zimeng Lyu, Alexander Ororbia and Travis Desell

arXiv: Machine Learning (cs.ML), January 2024