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Michael R. Berthold - Invited Talks

  • Pulling the Pieces Together: Integrating Scientific Algorithms and Advanced Analytics
    Keynote at the 12th International Symposium on Integrative Bioinformatics, Bielefeld, September 2016.
  • Modular Machine Learning
    Invited Talk at the Workshop on Machine Learning Systems at ICML 2016, New York, June 2016.
  • Integrating Image Processing and Advanced Analytics
    Invited Talk BioImage Informatics (BII), Leuven, October 2014.
  • Parallel Universes. Learning Where It Matters
    Invited Talk at the MultiClust Workshop at KDD 2013, Chicago, August 2013.
  • Searching in Parallel for Instant and Interactive Data Mining
    Invited Keynote at the Workshop on Instant Interactive Data Mining at ECML-PKDD 2012, Bristol, September 2012.
  • Parallel Data Mining Revisited: Better, not Faster
    Invited Plenary Talk at the 16th IEEE International Conference on Intelligent Engineering Systems (INES 2012), Lisbon, Portugal, June 2012.
  • Bisociative Knowledge Discovery
    Invited Talk at the 10th International Symposium on Intelligent Data Analysis (IDA 2011), Porto, Portugal, October 2011.
  • From Pattern Discovery to Discovery Support: Bisociative Knowledge Discovery
    Invited Talk the UK Symposium on Knowledge Discovery and Data Mining, London, September 2011.
  • KNIME: Integrating Data, Tools, and Science
    Invited Talk (Industrial Track) ECML/PKDD 2010, Barcelona, September 2010.
  • Don't Bore Your Expert: How to Interactively Learn Classifiers from Unlabeled Data
    Invited Keynote at the 2009 SAS Data Mining Conference, Las Vegas, October 2009.
  • Explorative Data Analysis: From Machine Learning to Discovery Support Systems
    Invited Keynote at the 4th German Conference on Chemoinformatics, Goslar, Germany. November, 10, 2008.
  • Supporting Creativity: Towards Associative Discovery of New Insights
    Invited Talk at PAKDD 2008, Osaka, Japan. May, 21, 2008.
  • Learning What to Ask: Active Classification of (Cell Assay) Images
    Invited Keynote at the International Conference on Machine Learning and Cybernetics (ICMLC 07), Hongkong, August, 21, 2007.
  • The Fog of Data: Data Exploration in the Life Sciences
    Invited Talk at the 11th Conference on Artificial Intelligence in Medicine (AIME 07), Amsterdam, July, 9, 2007.
    Download slides of presentation.
    Download slides of AIME07-Panel "The Coming of Age in AI in Medicine".
  • Intelligent Data Analysis in the Life Sciences
    Invited Talk at the 1st Netherlands Bioinformatics Conference, Ede, The Netherlands. April, 24, 2006.
    Download slides.
  • Towards Learning in Parallel Universes
    Invited Keynote at the Joint APrIL/IQ Black Forrest Workshop, Titisee, Germany. March, 16, 2006.
    Download slides.
  • Data Analysis in the Life Sciences - Sparking Ideas
    Plenary at ECML/PKDD '05, Porto, Portugal. October, 5, 2005.
    Download abstract / slides.
  • Exploration of Imprecise Data in Bioinformatics
    Plenary at EUNITE 2003, Oulu, Finland. July, 2003.