Rikard König

PhD thesis, 2014

Rule Extraction with Guaranteed Fidelity.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence Applications and Innovations, 2014

Co-evolving online high-frequency trading strategies using grammatical evolution.

[BibT_eX]

[DOI]

Patrick Gabrielsson

Proceedings of the IEEE Conference on Computational Intelligence for Financial Engineering & Economics, 2014

Rule extraction using genetic programming for accurate sales forecasting.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining, 2014

Accurate and interpretable regression trees using oracle coaching.

[BibT_eX]

[DOI]

Cecilia Sönströd

Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining, 2014

2013

Evolving Hierarchical Temporal Memory-Based Trading Models.

[BibT_eX]

[DOI]

Patrick Gabrielsson

Proceedings of the Applications of Evolutionary Computation - 16th European Conference, 2013

Evolved decision trees as conformal predictors.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012

Hierarchical Temporal Memory-based algorithmic trading of financial markets.

[BibT_eX]

[DOI]

Patrick Gabrielsson

Proceedings of the 2012 IEEE Conference on Computational Intelligence for Financial Engineering & Economics, 2012

2011

Evolving accurate and comprehensible classification rules.

[BibT_eX]

[DOI]

Cecilia Sönströd

Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010

Genetically Evolved kNN Ensembles.

[BibT_eX]

[DOI]

Proceedings of the Data Mining - Special Issue in Annals of Information Systems, 2010

Genetic rule extraction optimizing brier score.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Using Imaginary Ensembles to Select GP Classifiers.

[BibT_eX]

[DOI]

Proceedings of the Genetic Programming, 13th European Conference, 2010

Improving GP classification performance by injection of decision trees.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009

Post-processing Evolved Decision Trees.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Computational Intelligence, 2009

Using genetic programming to obtain implicit diversity.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008

G-REX: A Versatile Framework for Evolutionary Data Mining.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Using Genetic Programming to Increase Rule Quality.

[BibT_eX]

[DOI]

Proceedings of the Twenty-First International Florida Artificial Intelligence Research Society Conference, 2008

Extending Nearest Neighbor Classification with Spheres of Confidence.

[BibT_eX]

[DOI]

Henrik Boström

Proceedings of the Twenty-First International Florida Artificial Intelligence Research Society Conference, 2008

Genetic Decision Lists for Concept Description.

[BibT_eX]

Proceedings of The 2008 International Conference on Data Mining, 2008

Evolving a Locally Optimized Instance Based Learner.

[BibT_eX]

Proceedings of The 2008 International Conference on Data Mining, 2008

Increasing rule extraction accuracy by post-processing GP trees.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007

Inconsistency - Friend or Foe.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2007

Towards a Unified View on Concept Description.

[BibT_eX]

Cecilia Sönströd

Proceedings of the 2007 International Conference on Data Mining, 2007

Instance Ranking using Ensemble Spread.

[BibT_eX]

Proceedings of the 2007 International Conference on Data Mining, 2007

Genetic programming - a tool for flexible rule extraction.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2006

Building Neural Network Ensembles using Genetic Programming.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2006

Rule Extraction from Opaque Models-- A Slightly Different Perspective.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on Machine Learning and Applications, 2006

Genetically Evolved Trees Representing Ensembles.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Soft Computing, 2006

Benefits of relating the Retail Domain and Information Fusion.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Information Fusion, 2006

Introducing GEMS - A Novel Technique for Ensemble Creation.

[BibT_eX]

[DOI]

Proceedings of the Nineteenth International Florida Artificial Intelligence Research Society Conference, 2006

2004

The Truth is In There - Rule Extraction from Opaque Models Using Genetic Programming.

[BibT_eX]

[DOI]