DMGATE Program

11:10-13:00 Wednesday 12.09.2018
11:10-11:30 Toward an Intelligent HS Deck Advisor: Lessons Learned from AAIA'18 Data Mining Competition. Authors: Andrzej Janusz, Tomasz Tajmajer, Maciej Świechowski, Łukasz Grad, Jacek Puczniewski, Dominik Ślęzak
11:30-11:50 Predicting winrate of Hearthstone decks using their archetypes. Authors: Anna Sztyber, Jan Betley, Adam Witkowski
11:50-12:10 Predicting Win-rates of Hearthstone Decks: Models and Features that Won AAIA’2018 Data Mining Challenge. Authors: Quang Hieu Vu, Dymitr Ruta, Andrzej Ruta, Ling Cen<
12:10-12:30 Regression Networks for Robust Win-rates Predictions of AI Gaming Bots. Authors: Ling Cen, Andrzej Ruta, Dymitr Ruta, Quang Hieu Vu
12:30-12:50 A Neural Network Approach to Hearthstone Win Rate Prediction. Author: Jan Jakubik


Important dates

  • Call for event proposals: November 14, 2017
  • Call for dissemination event proposals: February 28, 2018
  • Paper submission (strict deadline): May 15 2018 23:59:59 pm HST
  • Position paper submission: June 12, 2018
  • Authors notification: June 24, 2018
  • Final paper submission and registration: July 23, 2018
  • Final deadline for discounted fee: August 01, 2018
  • Conference dates: September 9-12, 2018

FedCSIS is organized by


Under auspices of

Minister of Science and Higher Education
Jarosław Gowin

Minister of Digital Affairs
Anna Streżyńska

Mayor of Poznań
Jacek Jaśkowiak

The National Center for Research and Development