Phillip Verbancsics

According to our database, Phillip Verbancsics authored at least 13 papers between 2010 and 2015.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2015

Image Classification Using Generative Neuro Evolution for Deep Learning.

Phillip Verbancsics, Josh Harguess

Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Feature Learning HyperNEAT: Evolving Neural Networks to Extract Features for Classification of Maritime Satellite Imagery.

Phillip Verbancsics, Josh Harguess

Proceedings of the Information Processing in Cells and Tissues, 2015

Improving Crossover of Neural Networks in Evolution Through Speciation.

Phillip Verbancsics

Proceedings of the Information Processing in Cells and Tissues, 2015

Classifying Maritime Vessels from Satellite Imagery with HyperNEAT.

Phillip Verbancsics, Josh Harguess

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Impact of Speciation Heuristic on Crossover and Search in NEAT.

Phillip Verbancsics

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

2014

Deep learning through generative and developmental system.

Phillip Verbancsics, Joshua Harguess

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Task models for human-computer collaboration in supervisory control of teams of autonomous systems.

Douglas S. Lange, Robert S. Gutzwiller, Phillip Verbancsics, Terence Sin

Proceedings of the IEEE International Inter-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support, 2014

2013

Generative NeuroEvolution for Deep Learning.

Phillip Verbancsics, Josh Harguess

CoRR, 2013

Trust in Sparse Supervisory Control.

Douglas S. Lange, Phillip Verbancsics, Robert S. Gutzwiller, John Reeder

Proceedings of the Trust and Autonomous Systems, 2013

2012

Command and Control of Teams of Autonomous Systems.

Douglas S. Lange, Phillip Verbancsics, Robert S. Gutzwiller, John Reeder, Cullen Sarles

Proceedings of the Large-Scale Complex IT Systems. Development, Operation and Management, 2012

2011

Constraining connectivity to encourage modularity in HyperNEAT.

Phillip Verbancsics, Kenneth O. Stanley

Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010

Evolving Static Representations for Task Transfer.

Phillip Verbancsics, Kenneth O. Stanley

J. Mach. Learn. Res., 2010

Transfer learning through indirect encoding.

Phillip Verbancsics, Kenneth O. Stanley

Proceedings of the Genetic and Evolutionary Computation Conference, 2010