Kristina Davoian

According to our database, Kristina Davoian authored at least 12 papers between 2005 and 2011.

Collaborative distances:

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

2011

Advancing evolution of artificial neural networks through behavioral adaptation.

Kristina Davoian

PhD thesis, 2011

2010

Solving Classification Problems with the NWEA-evolved ANNs.

Kristina Davoian, Wolfram-Manfred Lippe

Proceedings of The 2010 International Conference on Data Mining, 2010

2009

Mixing Different Search Biases in Evolutionary Learning Algorithms.

Kristina Davoian, Wolfram-Manfred Lippe

Proceedings of the Artificial Neural Networks, 2009

Greedy Learning: Using Advantages of Distribution Functions to Improve Generalization of ANNs.

Kristina Davoian, Wolfram-Manfred Lippe

Proceedings of The 2009 International Conference on Data Mining, 2009

2008

Exploring the Role of Activation Function Type in Evolutionary Artificial Neural Networks.

Kristina Davoian, Wolfram-Manfred Lippe

Proceedings of The 2008 International Conference on Data Mining, 2008

2007

Including Phenotype Information in Mutation to Evolve Artificial Neural Networks.

Kristina Davoian, Wolfram-Manfred Lippe

Proceedings of the International Joint Conference on Neural Networks, 2007

Adapting Mutation Step Size to an ANN Topology.

Kristina Davoian, Wolfram-Manfred Lippe

Proceedings of the 2007 International Conference on Artificial Intelligence, 2007

Time Series Prediction with Parallel Evolutionary Artificial Neural Networks.

Kristina Davoian, Wolfram-Manfred Lippe

Proceedings of the 2007 International Conference on Data Mining, 2007

Investigating generalization in parallel evolutionary artificial neural networks.

Kristina Davoian, Wolfram-Manfred Lippe

Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2007

2006

Comparison and Analysis of Mutation-based Evolutionary Algorithms for ANN Parameters Optimization.

Kristina Davoian, Alexander Reichel, Wolfram-Manfred Lippe

Proceedings of the 2006 International Conference on Data Mining, 2006

Search Space Extension and PGAs: A Comparative Study of Parallelization Schemes to Genetic Algorithms using the TSP.

Kristina Davoian

Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2006

2005

A Modified Genetic Algorithm for the Traveling Salesman Problem and Its Parallelization.

Kristina Davoian, Sergei Gorlatch

Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2005