1. Guest editors’ introduction: special issue of selected papers from ECML PKDD 2010

   • José L. Balcázar
   • Francesco Bonchi
   • Michèle Sebag

   EditorialNotes 24 July 2010 Pages: 221 - 223

2. A game-theoretic framework to identify overlapping communities in social networks

   • Wei Chen
   • Zhenming Liu
   • Yajun Wang

   OriginalPaper 25 July 2010 Pages: 224 - 240

3. Accelerating spectral clustering with partial supervision

   • Dimitrios Mavroeidis

   OriginalPaper 24 July 2010 Pages: 241 - 258

4. Maximal exceptions with minimal descriptions

   • Matthijs van Leeuwen

   OriginalPaper Open access 23 July 2010 Pages: 259 - 276

5. Three naive Bayes approaches for discrimination-free classification

   • Toon Calders
   • Sicco Verwer

   OriginalPaper Open access 27 July 2010 Pages: 277 - 292

6. Using background knowledge to rank itemsets

   • Nikolaj Tatti
   • Michael Mampaey

   OriginalPaper 23 July 2010 Pages: 293 - 309

7. Mining top-K frequent itemsets through progressive sampling

   • Andrea Pietracaprina
   • Matteo Riondato
   • Fabio Vandin

   OriginalPaper 23 July 2010 Pages: 310 - 326

8. Predicting labels for dyadic data

   • Aditya Krishna Menon
   • Charles Elkan

   OriginalPaper Open access 27 July 2010 Pages: 327 - 343