Genetic Programming Bibliography entries for Ulf Johansson

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GP coauthors/coeditors: Patrick Gabrielsson, Rikard Konig, Lars Niklasson, Tuve Lofstrom, Cecilia Sonstrod, Henrik Bostrom,

Genetic Programming PhD doctoral thesis Ulf Johansson

Genetic Programming conference papers by Ulf Johansson

  1. Patrick Gabrielsson and Ulf Johansson and Rikard Konig. Co-evolving online high-frequency trading strategies using grammatical evolution. In IEEE Conference on Computational Intelligence for Financial Engineering Economics (CIFEr 2104), pages 473-480, London, 2014. IEEE. details

  2. R. Konig and U. Johansson. Rule extraction using genetic programming for accurate sales forecasting. In IEEE Symposium on Computational Intelligence and Data Mining (CIDM 2014), pages 210-216, 2014. details

  3. Ulf Johansson and Rikard Konig and Tuve Lofstrom and Henrik Bostrom. Evolved Decision Trees as Conformal Predictors. In Luis Gerardo de la Fraga editor, 2013 IEEE Conference on Evolutionary Computation, volume 1, pages 1794-1801, Cancun, Mexico, 2013. details

  4. Cecilia Sonstrod and Ulf Johansson and Rikard Konig. Evolving Accurate and Comprehensible Classification Rules. In Alice E. Smith editor, Proceedings of the 2011 IEEE Congress on Evolutionary Computation, pages 1435-1442, New Orleans, USA, 2011. IEEE Press. details

  5. Ulf Johansson and Cecilia Sonstrod and Tuve Lofstrom. One Tree to Explain Them All. In Alice E. Smith editor, Proceedings of the 2011 IEEE Congress on Evolutionary Computation, pages 1444-1451, New Orleans, USA, 2011. IEEE Press. details

  6. Rikard Konig and Ulf Johansson and Tuve Lofstrom and Lars Niklasson. Improving GP classification performance by injection of decision trees. In IEEE Congress on Evolutionary Computation (CEC 2010), Barcelona, Spain, 2010. IEEE Press. details

  7. Rikard Konig and Ulf Johansson and Lars Niklasson. Finding the tree in the Forest. In Hans Weghorn and Pedro Isaias and Radu Vasiu editors, Proceedings of the IADIS International Conference Applied Computing, pages 135-142, Timisoara, Romania, 2010. details

  8. Ulf Johansson and Rikard Konig and Lars Niklasson. Genetic rule extraction optimizing brier score. In Juergen Branke and Martin Pelikan and Enrique Alba and Dirk V. Arnold and Josh Bongard and Anthony Brabazon and Juergen Branke and Martin V. Butz and Jeff Clune and Myra Cohen and Kalyanmoy Deb and Andries P Engelbrecht and Natalio Krasnogor and Julian F. Miller and Michael O'Neill and Kumara Sastry and Dirk Thierens and Jano van Hemert and Leonardo Vanneschi and Carsten Witt editors, GECCO '10: Proceedings of the 12th annual conference on Genetic and evolutionary computation, pages 1007-1014, Portland, Oregon, USA, 2010. ACM. details

  9. Ulf Johansson and Rikard Konig and Tuve Lofstrom and Lars Niklasson. Using Imaginary Ensembles to Select GP Classifiers. In Anna Isabel Esparcia-Alcazar and Aniko Ekart and Sara Silva and Stephen Dignum and A. Sima Uyar editors, Proceedings of the 13th European Conference on Genetic Programming, EuroGP 2010, volume 6021, pages 278-288, Istanbul, 2010. Springer. details

  10. Ulf Johansson and Lars Niklasson. Evolving decision trees using oracle guides. In IEEE Symposium on Computational Intelligence and Data Mining, CIDM '09, pages 238-244, 2009. details

  11. Ulf Johansson and Cecilia Sonstrod and Tuve Lofstrom and Rikard Konig. Using Genetic Programming to Obtain Implicit Diversity. In Andy Tyrrell editor, 2009 IEEE Congress on Evolutionary Computation, pages 2454-2459, Trondheim, Norway, 2009. IEEE Press. details

  12. Rikard Konig and Ulf Johansson and Lars Niklasson. G-REX: A Versatile Framework for Evolutionary Data Mining. In IEEE International Conference on Data Mining Workshops, ICDMW '08, pages 971-974, Pisa, Italy, 2008. details

  13. Ulf Johansson and Rikard Konig and Tuve Lofstrom and Lars Niklasson. Increasing Rule Extraction Accuracy by Post-Processing GP Trees. In Jun Wang editor, 2008 IEEE World Congress on Computational Intelligence, pages 3005-3010, Hong Kong, 2008. IEEE Press. details

  14. Rikard Konig and Ulf Johansson and Lars Niklasson. Using Genetic Programming to Increase Rule Quality. In David Wilson and H. Chad Lane editors, Proceedings of the Twenty-First International Florida Artificial Intelligence Research Society Conference, pages 288-293, Coconut Grove, Florida, USA, 2008. AAAI Press. details

  15. Ulf Johansson and Rikard Konig and Lars Niklasson. Evolving a Locally Optimized Instance Based Learner. In The 2008 International Conference on Data Mining, pages 124-129, Las Vegas, USA, 2008. CSREA Press. details

  16. R. Konig and U. Johansson and L. Niklasson. Genetic Programming - A Tool for Flexible Rule Extraction. In Dipti Srinivasan and Lipo Wang editors, 2007 IEEE Congress on Evolutionary Computation, pages 1304-1310, Singapore, 2007. IEEE Press. details

  17. Ulf Johansson and Rikard Konig and Lars Niklasson. Inconsistency - Friend or Foe. In International Joint Conference on Neural Networks, IJCNN 2007, pages 1383-1388, Orlando, USA, 2007. details

  18. Ulf Johansson and Tuve Lofstrom and Rikard Konig and Lars Niklasson. Genetically Evolved Trees Representing Ensembles. In Leszek Rutkowski and Ryszard Tadeusiewicz and Lotfi A. Zadeh and Jacek Zurada editors, Proceedings 8th International Conference on Artificial Intelligence and Soft Computing ICAISC, volume 4029, pages 613-622, Zakopane, Poland, 2006. Springer-Verlag. details

  19. Ulf Johansson and Tuve Lofstrom and Rikard Konig and Lars Niklasson. Building Neural Network Ensembles using Genetic Programming. In Gary G. Yen and Lipo Wang and Piero Bonissone and Simon M. Lucas editors, Proceedings of the 2006 IEEE Congress on Evolutionary Computation, pages 2239-2244, Vancouver, 2006. IEEE Press. details

  20. Ulf Johansson and Rikard Konig and Lars Niklasson. The Truth is In There - Rule Extraction from Opaque Models Using Genetic Programming. In Valerie Barr and Zdravko Markov editors, Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, pages 658-663, Miami Beach, Florida, USA, 2004. AAAI Press. details