International Workshop on Multi-Target Prediction

ECML/PKDD 2014, Nancy, France on September 15th, 2014


Accepted Papers.

Grigorios Tsoumakas, Eleftherios Spyromitros-Xioufis and Ioannis Vlahavas
Drawing parallels between multi-label classification and multi-target regression

Jesse Read
Classifier chains, trees and graphs for multi-target learning

Stefano Teso, Roberto Sebastiani and Andrea Passerini
Structured learning modulo theories

Katrin Ullrich and Thomas Gärtner
Kernel corresponding projections for orphan targets

Hongyu Su, Aristides Gionis, and Juho Rousu
Structured prediction of network response

Hossein Amirkhani, Arjen Hommersom, Mohammad Rahmati and Peter Lucas
Improving Bayesian network learning using heterogeneous experts

Wouter Duivesteijn
A short survey of exceptional model mining --- exploring unusual interactions between multiple targets

Jan Verwaeren, Willem Waegeman, Tapio Pahikkala, Antti Airola and Bernard De Baets
Incorporating domain knowledge in multivariate regression models

Arvind Agarwal and Saurabh Kataria
Multitask learning for sequence labeling tasks