Travis Desell

Travis Desell, AbdElRahman ElSaid, Daniel E. Krutz, 2019, 2019 IEEE/ACM 14th International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS).

Continuous Ant-Based Neural Topology Search pdf

Travis Desell, Alexander Ororbia, AbdElRahman ElSaid, 2020, EvoApplications.

OpenOrbiter Ground Station Software

Jeremy Straub, Travis Desell, Scott Kerlin, 2013 .

Proceedings of the 6th International Workshop on Programming Based on Actors, Agents, and Decentralized Control

Travis Desell, Alessandro Ricci, Sylvan Clebsch, 2016, AGERE!@SPLASH.

Approaches to Architecture-Aware Parallel Scientific Computation

Scott B. Baden, Ian T. Foster, Travis Desell, 2006, Parallel Processing for Scientific Computing.

On the Effectiveness of Crowd Sourcing Avian Nesting Video Analysis at Wildlife@Home

Travis Desell, Kyle Goehner, Susan Ellis-Felege, 2015, ICCS.

Finding Protein Binding Sites Using Volunteer Computing Grids

Boleslaw K. Szymanski, Travis Desell, Malik Magdon-Ismail, 2012 .

Neuro-Evolutionary Transfer Learning Through Structural Adaptation

Travis Desell, AbdElRahman ElSaid, Zimeng Lyu, 2020, EvoApplications.

Evolving Recurrent Neural Networks for Time Series Data Prediction of Coal Plant Parameters

Travis Desell, AbdElRahman ElSaid, Steven Benson, 2019, EvoApplications.

Global Optimization: Differential Evolution, Genetic Algorithms, Particle Swarm, and Hybrid Methods

Sima Noghanian, Abas Sabouni, Travis Desell, 2014 .

MaintNet: A Collaborative Open-Source Library for Predictive Maintenance Language Resources

Travis Desell, Marcos Zampieri, Farhad Akhbardeh, 2020, COLING.

Towards modeling a complex geological simulation

Ronald Marsh, Travis Desell, David Apostal, 2016, SpringSim.

Toward Using Citizen Scientists to Drive Automated Ecological Object Detection in Aerial Imagery

Travis Desell, Connor Bowley, Marshall Mattingly, 2017, 2017 IEEE 13th International Conference on e-Science (e-Science).

Pthreads (POSIX Threads)

Travis Desell, 2011, Encyclopedia of Parallel Computing.

A Robust Asynchronous Newton Method for Massive Scale Computing Systems pdf

Boleslaw K. Szymanski, Travis Desell, Heidi Jo Newberg, 2017, ArXiv.

Improving Neuroevolution Using Island Extinction and Repopulation pdf

Travis Desell, AbdElRahman ElSaid, Joshua Karns, 2020, ArXiv.

Classifying Aircraft Approach Type in the National General Aviation Flight Information Database

James Higgins, Travis Desell, Kelton Karboviak, 2018, ICCS.

AUTONOMIC GRID COMPUTING USING MALLEABILITY AND MIGRATION: AN ACTOR-ORIENTED SOFTWARE FRAMEWORK

Travis Desell, Travis Desell, 2007 .

Investigating recurrent neural network memory structures using neuro-evolution

Travis Desell, Alexander Ororbia, AbdElRahman ElSaid, 2019, GECCO.

A Comparison of Background Subtraction Algorithms for Detecting Avian Nesting Events in Uncontrolled Outdoor Video

Travis Desell, Kyle Goehner, Susan Ellis-Felege, 2015, 2015 IEEE 11th International Conference on e-Science.

Searching the Human Genome for Snail and Slug with DNA@Home

Travis Desell, Sergei Nechaev, Kristopher Zarns, 2015, 2015 IEEE 11th International Conference on e-Science.

Large scale evolution of convolutional neural networks using volunteer computing

Travis Desell, Travis Desell, 2017, GECCO.

Evolving Deep Recurrent Neural Networks Using Ant Colony Optimization

James Higgins, Travis Desell, Brandon Wild, 2015, EvoCOP.

Parallel Optimization Methods

Sima Noghanian, Abas Sabouni, Travis Desell, 2014 .

An Experimental Study of Weight Initialization and Weight Inheritance Effects on Neuroevolution pdf

Mohamed Wiem Mkaouer, Travis Desell, AbdElRahman ElSaid, 2020, ArXiv.

Using ant colony optimization to optimize long short-term memory recurrent neural networks

James Higgins, Travis Desell, AbdElRahman ElSaid, 2018, GECCO.

Inclusion of A Priori Information Using Neural Networks

Sima Noghanian, Abas Sabouni, Travis Desell, 2014 .

Accelerating the evolution of convolutional neural networks with node-level mutations and epigenetic weight initialization

Travis Desell, Travis Desell, 2018, GECCO.

Empirical support for the high-density subset sum decision threshold

Travis Desell, Thomas O'Neil, 2015, 2015 IEEE 14th Canadian Workshop on Information Theory (CWIT).

Wildlife@Home: Combining Crowd Sourcing and Volunteer Computing to Analyze Avian Nesting Video

Ronald Marsh, Travis Desell, Kyle Goehner, 2013, 2013 IEEE 9th International Conference on e-Science.

Parallel Forward Solver

Sima Noghanian, Abas Sabouni, Travis Desell, 2014 .

Developing a Volunteer Computing Project to Evolve Convolutional Neural Networks and Their Hyperparameters

Travis Desell, Travis Desell, 2017, 2017 IEEE 13th International Conference on e-Science (e-Science).

Optimizing LSTM RNNs using ACO to predict turbine engine vibration

James Higgins, Travis Desell, AbdElRahman ElSaid, 2017, GECCO.

Detecting wildlife in uncontrolled outdoor video using convolutional neural networks

Travis Desell, Connor Bowley, Susan Ellis-Felege, 2016, 2016 IEEE 12th International Conference on e-Science (e-Science).

Benchmarking Parallel Evolutionary Algorithms

Sima Noghanian, Abas Sabouni, Travis Desell, 2014 .

Improving the Decision-Making Process of Self-Adaptive Systems by Accounting for Tactic Volatility

Travis Desell, Daniel Krutz, Qi Yu, 2019, 2019 34th IEEE/ACM International Conference on Automated Software Engineering (ASE).

Introduction to Microwave Imaging

Sima Noghanian, Abas Sabouni, Travis Desell, 2014 .