Travis Desell

Travis Desell

Associate Professor
Golisano College of Computing and Information Sciences
Software Engineering

2019 Submissions

Journal Paper

Bowley, Connor, et al. "An Analysis of Altitude, Citizen Science and a Convolutional Neural Network Feedback Loop on Object Detection in Unmanned Aerial Systems." Journal of Computational Science 34. 19 (2019): 102-116. Print. * ∆

Published Conference Proceedings

Desell, Travis, AbdElRahman ElSaid, and Alexander Ororbia. "An Empirical Exploration of Deep Recurrent Connections Using Neuro-Evolution." Proceedings of the 23nd International Conference on the Applications of Evolutionary Computation (EvoStar: EvoApps 2020. Ed. Unknown. n.p., Print. «

Ororbia, Alexander, AbdElRahman ElSaid, and Travis Desell. "Investigating Recurrent Neural Network Memory Structures using Neuro-Evolution." Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2019). Ed. Unknown. n.p., Print. «

ElSaid, AbdElRahman, et al. "Evolving Recurrent Neural Networks for Time Series Data Prediction of Coal Plant Parameters." Proceedings of the 22nd International Conference on the Applications of Evolutionary Computation (EvoStar: EvoApps 2019). Ed. Unknown. n.p., Print. «

ElSaid, AbdElRahman, Daniel Krutz, and Travis Desell. "Is Adaptivity a Core Property of Intelligent Systems? It Depends." Proceedings of the 2019 IEEE/ACM 14th International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS). Ed. Unknown. n.p., Print. *

2018 Submissions

Journal Paper

Desell, Travis. "Accelerating the Evolution of Convolutional Neural Networks with Node-Level Mutations and Epigenetic Weight Initialization." arXiv Neural and Evolutionary Computing (cs.NE). (2018): 20. Web.

Weiss, Jake, et al. "Fitting the Density Substructure of the Stellar Halo with MilkyWay@home." The Astrophysical Journal: Supplement Series 238. 2 (2018): 17. Print. *