@inproceedings{PB-VRVis-2018-045,
author = {Ginina, Elena and Beham, Michael and Gra{\v{c}}anin, Denis and Splechtna, Rainer and Matkovi{\'c}, Kresimir},
title = {They do move! Visual Analytics of Rose-Crested Blue Pipit Habitat},
year = {2018},
booktitle = {IEEE VIS 2018 - VAST Challenge},
editor = {N.N.},
url = {https://www.vrvis.at/publications/PB-VRVis-2018-045},
abstract = {We describe our analysis of VAST Challenge 2018  Mini-Challenge 1. Our approach combines automatic analysis and  interactive exploration. We improve user interaction and  introduce new views to support analysis. At the same time, we  design a convolutional neural network in order to compute a  classifier of bird-singing audio files. The classifier and the  interactive exploration tool are used to answer some of the  challenge questions. Our analysis suggest that the audio files  are most probably not of Pipits and, moreover, if there are  Pipits among them, they are represented in minority. This  finding indicates a need for further investigation.},
}