1. Guest editors’ introduction to the EcmlPkdd 2016 journal track special issue of Machine Learning

   • Thomas Gärtner
   • Mirco Nanni
   • Céline Robardet

   Editorial 03 August 2016 Pages: 149 - 150

2. \(\text {ALR}^n\): accelerated higher-order logistic regression

   • Nayyar A. Zaidi
   • Geoffrey I. Webb
   • Jesús Cerquides

   OriginalPaper 22 July 2016 Pages: 151 - 194

   

3. Fast and scalable Lasso via stochastic Frank–Wolfe methods with a convergence guarantee

   • Emanuele Frandi
   • Ricardo Ñanculef
   • Johan A. K. Suykens

   OriginalPaper 21 July 2016 Pages: 195 - 221

   

4. Factorizing LambdaMART for cold start recommendations

   • Phong Nguyen
   • Jun Wang
   • Alexandros Kalousis

   OriginalPaper 21 July 2016 Pages: 223 - 242

   

5. A topological insight into restricted Boltzmann machines

   • Decebal Constantin Mocanu
   • Elena Mocanu
   • Antonio Liotta

   OriginalPaper Open access 15 July 2016 Pages: 243 - 270

   

6. Adaptive trajectory analysis of replicator dynamics for data clustering

   • Morteza Haghir Chehreghani

   OriginalPaper 01 August 2016 Pages: 271 - 289

   

7. On the need for structure modelling in sequence prediction

   • Niall Twomey
   • Tom Diethe
   • Peter Flach

   OriginalPaper Open access 21 July 2016 Pages: 291 - 314

   

8. Interpretable domain adaptation via optimization over the Stiefel manifold

   • Christian Pölitz
   • Wouter Duivesteijn
   • Katharina Morik

   OriginalPaper 01 August 2016 Pages: 315 - 336

   

9. Probabilistic inference for determining options in reinforcement learning

   • Christian Daniel
   • Herke van Hoof
   • Gerhard Neumann

   OriginalPaper 01 August 2016 Pages: 337 - 357

   

10. Cost-sensitive boosting algorithms: Do we really need them?

    • Nikolaos Nikolaou
    • Narayanan Edakunni
    • Gavin Brown

    OriginalPaper Open access 02 August 2016 Pages: 359 - 384

    

11. Learning to control a structured-prediction decoder for detection of HTTP-layer DDoS attackers

    • Uwe Dick
    • Tobias Scheffer

    OriginalPaper 01 August 2016 Pages: 385 - 410

    

12. Rényi divergence minimization based co-regularized multiview clustering

    • Shalmali Joshi
    • Joydeep Ghosh
    • Oluwasanmi Koyejo

    OriginalPaper 16 February 2016 Pages: 411 - 439

    

13. Sparse topical analysis of dyadic data using matrix tri-factorization

    • Ranganath Biligere Narayana Swamy

    OriginalPaper 17 December 2015 Pages: 441 - 466