Talks and Tutorials

  • Katya Vladislavleva Solving the Taste Conundrum: Bootstrapping Product Design with Non-linear Predictive Modeling Technology Invited talk at Unilever R&D, 11 November 2013, Vlaardingen, the Netherlands
  • Katya Vladislavleva – Integration of Data-driven Modeling into new Product Design and industrial Process Optimization Talk at the Data Science Symposium (Symposium Data Science - Innovatie en concurrentievoordeel in de maakindustrie) organized by CQM BV, 1 November 2012, Eindhoven, the Netherlands
  • Mark Kotanchek Real World Data Modeling Tutorial at GECCO'2012: Genetic and Evolutionary Computation Conference, Philadelphia, PA, USA, July 7-11, 2012. ACM 2012, ISBN 978-1-4503-1177-9.
  • Katya Vladislavleva, Lander Willem, Sean Styven – Introduction in Symbolic Regression for Epidemiological Studies. Examples of Applications. Invited Tutorial at the Third Workshop on Simulation Models of Infectious Disease Transmission and Control Processes with focus on Statistical Methodology, Hasselt, Belgium, April 2012
  • Katya Vladislavleva – Symbolic regression for modeling complex continuous and discrete-continuous systems Invited talk at the Fields Institute Workshop on Hybrid Methodologies in Symbolic-Numeric Computation, 16-19 November 2011, University of Waterloo, Waterloo, ON, Canada.
  • Katya Vladislavleva and Mark KotanchekMagic and Cognitive Dissonance: One-Touch Data Modeling Talk at the Wolfram Technology Conference, 2011, IL, U.S.A.
  • Mark KotanchekSymbolic Regression for Focus, Insight & Trustable Prediction. Talk at the Inaugural Workshop of the Program on Law and Computation of University of Houston, 2011, TX, U.S.A.
  • Katya VladislavlevaLet the Data tell the full story: The revolution of evolution. Lecture at the Lecture Series in Soft Computing, Lomonosov Moscow State University, 2011, Moscow, Russia
  • Mark Kotanchek Pushing the Envelope: Advanced Strategies for Data Modeling. Presentation at 2010 Wolfram Technology Conference, Urbana Champaign, IL, USA
  • M. Kotanchek – Real World Data Modeling. Tutorial at GECCO'2010: Proceedings of the 12th annual conference on Genetic and evolutionary computation, Portland, Oregon, USA, 2010, ISBN: 978-1-4503-0073-5 download
  • Mark Kotanchek – DataModeler: A New Kind of Modeling. Presentation at 2009 Wolfram User Conference, Urbana Champaign, IL, U.S.A.
  • Katya Vladislavleva – System Identification with Symbolic Regression I and II. Lectures at the Computer Science and Artificial Intelligence Laboratory, MIT, 2009, Cambridge, MA, USA
  • Katya Vladislavleva – Balancing multi-dimensional data. Lecture at the Computer Science and Artificial Intelligence Laboratory, MIT, 2009, Cambridge, MA, USA
  • Mark Kotanchek – Real World Data Modeling. Tutorial at the Genetic and Evolutionary Computing Summit 2009 (GECS), Shanghai, China
  • Mark Kotanchek, Ekaterina Vladislavleva, Guido Smits – Symbolic Regression as a Discovery Engine. Invited Talk at the Seventh Genetic Programming Theory and Practice workshop (GPTP) at the Center for the Studies of Complex Systems, University of Michigan, 2009, Ann Arbor, MI, USA
  • Mark Kotanchek – Jewel or Junk: Data Balancing & Outlier Detection with DataModeler. Presentation at the 2008 Wolfram User Conference, Urbana Champaign, IL, USA
  • Katya Vladislavleva and Guido Smits – Symbolic Regression. One-day course for the Doctoral School on Computational Intelligence and Learning, Belgium, Lecture Series 2008-2009, December 2008, Antwerp, Belgium
  • Mark Kotanchek, Guido Smits, Katya Vladislavleva – Targeted Data Collection using ParetoGP: Adaptive Design of Experiments and Modeling. Presentation at the Sixth GPTP Workshop at the Center for the Studies of Complex Systems, University of Michigan, 2008, Ann Arbor, MI, USA
  • Mark Kotanchek - Trustworthy Data Models. – Presentation at the 2007 Wolfram Technology Conference, Urbana Champaign, IL, USA
  • Mark Kotanchek, Guido Smits, Katya Vladislavleva – Real-World Data Modeling Tutorial prepared for GECCO 2007
  • Mark Kotanchek, Katya Vladislavleva, Guido Smits – Trustable Symbolic Regression Models: Using Ensembles, Interval Arithmetic and Pareto Fronts to develop robust and trust-aware models. Invited talk at the Fifth GPTP Workshop at the Center for the Studies of Complex Systems, University of Michigan, 2007, Ann Arbor, MI, USA
  • Mark Kotanchek – Industrial Data Modeling with DataModeler: Pareto-aware Symbolic Regression. Presentation at the 2006 Wolfram Technology Conference, Urbana Champaign, IL, USA
  • Arthur Kordon, Guido Smits, Mark Kotanchek – Industrial Evolutionary Computing. Tutorial at the GECCO'2006 Genetic and Evolutionary Computing Conference, Seattle, WA, USA