Travis Desell
Rochester Institute of Technology
H-index: 21
North America-United States
Top articles of Travis Desell
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Minimally supervised learning using topological projections in self-organizing maps | arXiv preprint arXiv:2401.06923 | Zimeng Lyu Alexander Ororbia Rui Li Travis Desell | 2024/1/12 |
Neuro-mimetic Task-free Unsupervised Online Learning with Continual Self-Organizing Maps | arXiv preprint arXiv:2402.12465 | Hitesh Vaidya Travis Desell Ankur Mali Alexander Ororbia | 2024/2/19 |
Minimally Supervised Topological Projections of Self-Organizing Maps for Phase of Flight Identification | arXiv preprint arXiv:2402.11185 | Zimeng Lyu Pujan Thapa Travis Desell | 2024/2/17 |
Local Stochastic Differentiable Architecture Search for Memetic Neuroevolution Algorithms | Joshua Karns Travis Desell | 2023/7/15 | |
Predicted Embedding Power Regression for Large-Scale Out-of-Distribution Detection | arXiv preprint arXiv:2303.04115 | Hong Yang William Gebhardt Alexander G Ororbia Travis Desell | 2023/3/7 |
Efficient Neuroevolution Using Island Repopulation and Simplex Hyperparameter Optimization | Aditya Shankar Thakur Akshar Bajrang Awari Zimeng Lyu Travis Desell | 2023/12/5 | |
Artificial intelligence for automated detection of large mammals creates path to upscale drone surveys | Diabetes Research and Clinical Practice | Bill Cassidy Moi Hoon Yap Joseph M Pappachan Naseer Ahmad Samantha Haycocks | 2023/11/1 |
Backpropagation-free 4D continuous ant-based neural topology search | Applied Soft Computing | AbdElRahman ElSaid Karl Ricanek Zimeng Lyu Alexander Ororbia Travis Desell | 2023/11/1 |
Online evolutionary neural architecture search for multivariate non-stationary time series forecasting | Applied Soft Computing | Zimeng Lyu Alexander G. Ororbia Travis Desell | 2023/6/15 |
Co-evolving recurrent neural networks and their hyperparameters with simplex hyperparameter optimization | Amit Dilip Kini Swaraj Sambhaji Yadav Aditya Shankar Thakur Akshar Bajrang Awari Zimeng Lyu | 2023/7/15 | |
Transfer Learning Methods for Domain Adaptation in Technical Logbook Datasets | Farhad Akhbardeh Marcos Zampieri Cecilia Ovesdotter Alm Travis Desell | 2022 | |
Search-based detection of code changes introducing performance regression | Swarm and Evolutionary Computation | Deema Alshoaibi Mohamed Wiem Mkaouer Ali Ouni AbdulMutalib Wahaishi Travis Desell | 2022/8/1 |
Optimized flight safety event detection in the national general aviation flight information database | Aidan P LaBella Joshua A Karns Farhad Akhbardeh Travis Desell Andrew J Walton | 2022/4/25 | |
ONE-NAS: an online neuroevolution based neural architecture search for time series forecasting | Zimeng Lyu Travis Desell | 2022/7/9 | |
Self-adaptation of Neuroevolution Algorithms Using Reinforcement Learning | Michael Kogan Joshua Karns Travis Desell | 2022/4/15 | |
Addressing tactic volatility in self-adaptive systems using evolved recurrent neural networks and uncertainty reduction tactics | Aizaz Ul Haq Niranjana Deshpande AbdElRahman ElSaid Travis Desell Daniel E. Krutz | 2022/7 | |
Robust augmentation for multivariate time series classification | arXiv preprint arXiv:2201.11739 | Hong Yang Travis Desell | 2022/1/27 |
Reducing catastrophic forgetting in self organizing maps with internally-induced generative replay (student abstract) | Proceedings of the AAAI Conference on Artificial Intelligence | Hitesh Vaidya Travis Desell Alexander G Ororbia | 2022/6/28 |
A Large-Scale Annotated Multivariate Time Series Aviation Maintenance Dataset from the NGAFID | arXiv preprint arXiv:2210.07317 | Hong Yang Travis Desell | 2022/10/13 |
Predictive maintenance for general aviation using convolutional transformers | Proceedings of the AAAI Conference on Artificial Intelligence | Hong Yang Aidan LaBella Travis Desell | 2022/6/28 |
Co-Authors
