Publications

Papers and presentations of commendo's development team:
  • M. Jahrer, A. Töscher, J. Lee, J. Deng, H. Zhang and J. Spoelstra.
    KDD Cup 2012 - Track 2: Ensemble of Collaborative Filtering and Feature Engineered Models for Click Through Rate Prediction.
    18th ACM Int. Conference on Knowledge Discovery and Data Mining (KDD12), KDD Cup Workshop. Beijing, China, 12.08.2012  [Presentation]
     
  • M. Jahrer and A. Töscher.
    KDD Cup 2011 - Track 1: Collaborative Filtering Ensemble.
    17th ACM Int. Conference on Knowledge Discovery and Data Mining (KDD11), KDD Cup Workshop. San Diego, USA, 21.08.2011  [Paper]
     
  • M. Jahrer and A. Töscher.
    KDD Cup 2011 - Track 2: Collaborative Filtering Ensemble for Ranking.
    17th ACM Int. Conference on Knowledge Discovery and Data Mining (KDD11), KDD Cup Workshop. San Diego, USA, 21.08.2011  [Paper]
     
  • M. Jahrer.
    From Collaborative Filtering to Recommendation Systems (Keynote)
    12th Scandinavian Symposium on Chemometrics (SSC12). Billund, Denmark, 08.06.2011  [Presentation]
     
  • M. Jahrer, A. Töscher and R. Legenstein.
    Combining Predictions for Accurate Recommender Systems.
    16th ACM Int. Conference on Knowledge Discovery and Data Mining (KDD10). Washington DC, USA, 27.07.2010  [Paper]  [Presentation]  [Poster]
     
  • A. Töscher and M. Jahrer.
    KDD Cup 2010: Collaborative Filtering Applied to Educational Data Mining.
    16th ACM Int. Conference on Knowledge Discovery and Data Mining (KDD10), KDD Cup Workshop. Washington DC, USA, 25.07.2010  [Paper]  [Presentation]  [Poster]
     
  • G. Preßler and A. Töscher.
    Presentation at RecSys'09: Recommendation Systems in the Industry.
    3rd ACM Conference on Recommender Systems 2009. New York City, USA, 25.10.2009  [Presentation]
     
  • A. Töscher and M. Jahrer.
    Presentation of the Netflix Grand Prize Solution 2009.
    New York City, USA, 21.09.2009  [Presentation]
     
  • A. Töscher, M. Jahrer and R. Bell.
    The BigChaos Solution to the Netflix Grand Prize.  [Paper]
     
  • A. Töscher and G. Preßler.
    Recommender Systems and the Netflix Prize. Predictive Analytics World Conference 2009.
    San Francisco, USA, 18.02.2009  [Presentation]
     
  • A. Töscher and M. Jahrer.
    Presentation of the Netflix Progress Prize Solution 2008.
    Netflix HQ, Los Gatos, USA, 17.12.2008  [Presentation]  [Online video]
     
  • A. Töscher and M. Jahrer.
    The BigChaos Solution to the Netflix Progress Prize 2008.  [Paper]
     
  • commendo research & consulting GmbH.
    Drug Design Recommendation. Strands $100K Call for Recommender Systems.
    2nd ACM Conference on Recommender Systems 2008. Lausanne, Switzerland, 24.10.2008  [Presentation]
     
  • M. Jahrer, A. Töscher and R. Legenstein.
    Presentation at KDD08: Workshop on Large Scale Recommender Systems and the Netflix Prize.
    Las Vegas, USA, 24.08.2008  [Presentation]
     
  • A. Töscher, M. Jahrer and R. Legenstein.
    Improved Neighborhood-Based Algorithms for Large-Scale Recommender Systems.
    14th ACM Int. Conference on Knowledge Discovery and Data Mining (KDD08), Workshop on Large Scale Recommender Systems and the Netflix Prize.  [Paper]
     
  • A. Töscher and M. Jahrer.
    Datamining a Million Dollars.
    University of Technology, Austria, 25.06.2008  [Presentation]
     
  • M. Jahrer, M. Grabner and H. Bischof.
    Learned local descriptors for recognition and matching.
    In J. Pers, editor, Proc. of Computer Vision Winter Workshop CVWW08, pages 39-46. Slovenian Pattern Recognition Society, 2008  [Paper]