The paper “Label Construction for Multi-Label Feature Selection” by Newton Spolaor, Maria Carolina Monard, Grigorios Tsoumakas and Huei Lee which was a collaborative work between the Laboratory of Computational Intelligence of the Institute of Mathematics and Computer Science at the University of São Paulo and our group received the best paper award at the 2014 Brazilian Conference on Intelligent Systems (BRACIS 2014).