... for everything else, there's publication data bases

Papers

One-stop shop for my papers. This is mainly meant to augment my Google Scholar and DBLP entries with non-publisher versions of the papers. For brevity, I only list title and where it was published; full information – in particular the names of my invaluable co-authors – is contained in the linked BibTex files. Notably, not everything on here is actually formally published.

Journal publications

Publications in international, peer-reviewed conferences, and workshops with official proceedings

Book chapters

Workshops without official publications, technical reports, and preprints

  • PDFWages of wins: could an amateur make money from match outcome predictions? in MLSA16
  • PDFBibTexExploring chance in NCAA basketball in MLSA15
  • PDFBibTexProfiling Users of the Velo'v Bike Sharing System in MUD@ICML 2015
  • PDFBibTexExploring the efficacy of molecular fragments of different complexity in computational SAR modeling, Preprint on arXiv
  • PDFBibTexA feature construction framework based on outlier detection and discriminative pattern mining, Preprint on arXiv
  • PDFBibTexMLSA13 - Proceedings of "Machine Learning and Data Mining for Sports Analytics", workshop @ ECML/PKDD 2013, Technical Report
  • PDFBibTexPredicting NCAAB match outcomes using ML techniques – some results and lessons learned in MLSA13 @ ECML/PKDD 2013
  • PDFBibTexOn the search for and appreciation of unexpected results in data mining research (or: Science - we might be doing it wrong) in "The Silver Lining", workshop @ ECML/PKDD 2012
  • PDFBibTexPattern-Based Classification: A Unifying Perspective in "From Local Patterns to Global Models", workshop @ ECML/PKDD 2009
Complete BibTex db.