James Higgins

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 12

Top Topics

Nature Inspired Algorithms

Recurrent Neural Networks

Top Venues

GECCO (Companion)

Publications

David M. Le Vine, Paolo de Matthaeis, Priscilla N. Mohammed, James Higgins
A Case Study in RFI at L-band Detected by SMAP. IGARSS (2023)
Sha Lai, Anne Billot, Maria Varkanitsa, Emily J. Braun, Brenda Rapp, Todd B. Parrish, Ajay Kurani, James Higgins, David Caplan, Cynthia K. Thompson, Swathi Kiran, Margrit Betke, Prakash Ishwar
An Exploration of Machine Learning Methods for Predicting Post-stroke Aphasia Recovery. PETRA (2021)
Yanran Wang, Hengkang Wang, Sophia Chen, Aggelos K. Katsaggelos, Adam Martersteck, James Higgins, Virginia B. Hill, Todd B. Parrish
A 3D Cross-Hemisphere Neighborhood Difference Convnet for Chronic Stroke Lesion Segmentation. ICIP (2019)
Kelton Karboviak, Sophine Clachar, Travis Desell, Mark Dusenbury, Wyatt Hedrick, James Higgins, John Walberg, Brandon Wild
Classifying Aircraft Approach Type in the National General Aviation Flight Information Database. ICCS (1) (2018)
AbdElRahman A. ElSaid, Fatima El Jamiy, James Higgins, Brandon Wild, Travis Desell
Optimizing long short-term memory recurrent neural networks using ant colony optimization to predict turbine engine vibration. Appl. Soft Comput. 73 (2018)
AbdElRahman A. ElSaid, Fatima El Jamiy, James Higgins, Brandon Wild, Travis Desell
Using ant colony optimization to optimize long short-term memory recurrent neural networks. GECCO (2018)
AbdElRahman A. ElSaid, Travis Desell, Fatima El Jamiy, James Higgins, Brandon Wild
Optimizing Long Short-Term Memory Recurrent Neural Networks Using Ant Colony Optimization to Predict Turbine Engine Vibration. CoRR (2017)
AbdElRahman A. ElSaid, Brandon Wild, Fatima El Jamiy, James Higgins, Travis Desell
Optimizing LSTM RNNs using ACO to predict turbine engine vibration. GECCO (Companion) (2017)
Evan Beachly, James Higgins, Christian Laney, Sebastian G. Elbaum, Carrick Detweiler, Craig Allen, Dirac Twidwell
A micro-UAS to Start Prescribed Fires. ISER (2016)
James Higgins, Carrick Detweiler
The waterbug sub-surface sampler: Design, control and analysis. IROS (2016)
AbdElRahman A. ElSaid, Brandon Wild, James Higgins, Travis Desell
Using LSTM recurrent neural networks to predict excess vibration events in aircraft engines. eScience (2016)
Travis Desell, Sophine Clachar, James Higgins, Brandon Wild
Evolving Deep Recurrent Neural Networks Using Ant Colony Optimization. EvoCOP (2015)
Travis Desell, Sophine Clachar, James Higgins, Brandon Wild
Evolving Neural Network Weights for Time-Series Prediction of General Aviation Flight Data. PPSN (2014)