ICDM2015 is my solution to the ICDM 2015 Drawbridge Cross-Device Connections Challenge. In this competition, organized by kaggle, my solution scored third among the solutions of 340 teams. It receives the 3rd Prize and It was presented in the ICDM 2015 conference.