Best Paper Award: Authors : Theodoros Damoulas, Cornell University, USA Samuel Henry, Cornell University, USA Andrew Farnsworth, Cornell University, USA Michael Lanzone, Carnegie Museum of Natural History, USA Carla Gomes, Cornell University, USA Paper Title: "Bayesian Classification of Flight Calls with a Novel Dynamic Time Warping Kernel" Best Poster Award: Authors : Sai Venu Gopal Lolla, Oklahoma State University, USA Lawrence Hoberock, Oklahoma State University, USA Paper Title: "Improved Unsupervised Clustering Over Watershed-Based Clustering" ICMLA Challenge Award: Authors : Theodoris Giannakopoulos, National Centre of Scientific Research, Demokritos, Greece Sergios Petridis, National Centre of Scientific Research, Demokritos, Greece Paper Title: "Unsupervised Speaker Clustering in a Linear Discriminant Subspace"