Travis Desell

1. Large Scale Evolution of Convolutional Neural Networks Using Volunteer\n Computing
   2017/03/15 by Travis Desell, Desell, Travis · 1 citation
   Computer Science · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Metaheuristic Optimization Algorithms Research #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE) #Solar Radiation and Photovoltaics
2. Robust Augmentation for Multivariate Time Series Classification
   2022/01/27 by Hong Yang, Travis Desell, Yang, Hong +1 · 1 citation
   Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
3. Online Evolutionary Neural Architecture Search for Multivariate Non-Stationary Time Series Forecasting
   2023/02/20 by Zimeng Lyu, Lyu, Zimeng, Alexander G. Ororbia +3 · 1 citation
   Computer Science · Decision Sciences · Engineering · #Energy Load and Power Forecasting #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Stock Market Forecasting Methods
4. Neuro-mimetic Task-free Unsupervised Online Learning with Continual Self-Organizing Maps
   2024/02/19 by Hitesh Vaidya, Vaidya, Hitesh, Travis Desell +5 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE)
5. Reducing Catastrophic Forgetting in Self Organizing Maps with Internally-Induced Generative Replay
   2021/12/09 by Hitesh Vaidya, Vaidya, Hitesh, Travis Desell +3 · 1 citation
   Computer Science · #Neural Networks and Applications #Domain Adaptation and Few-Shot Learning #Machine Learning and ELM