AAIA-DM Program

09:00-10:40 Wednesday 14.09.2016. Chair: Andrzej Czyżewski
09:00-09:25 Predicting Dangerous Seismic Events: AAIA'16 Data Mining Challenge - A. Janusz, D. Ślęzak, M. Sikora, Ł. Wróbel
09:25-09:50 Massively Parallel Feature Extraction Framework Application in Predicting Dangerous Seismic Events - M. Grzegorowski
09:50-10:15 Early Warning System for Seismic Events in Coal Mines Using Machine Learning - J. Milczek, R. Bogucki, J. Lasek, M. Tadeusiak
10:15-10:40 Utilizing an ensemble of SVMs with GMM voting-based mechanism in predicting dangerous seismic events in active coal mines - Ł. Podlodowski
11:00-13:00 Wednesday 14.09.2016. Chair: Andrzej Janusz
11:00-11:25 Predicting Dangerous Seismic Activity with Recurrent Neural Networks - K. Kurach, K. Pawłowski
11:25-11:50 Fisher’s Linear Discriminant Analysis Based Prediction using Transient Features of Seismic Events in Coal Mines - B. Köktürk Güzel, B. Karaçalı
11:50-12:15 Predicting Dangerous Seismic Events in Coal Mines under Distribution Drift - M. Boullé
12:15-12:40 Automatic Feature Engineering for Prediction of Dangerous Seismic Activities in Coal Mines - E. Zdravevski, P. Lameski, A. Kulakov
12:40-13:05 Application of RapidMiner and R Environments to Dangerous Seismic Events Prediction - M. Michalak, K. Dusza, D. Korda, K. Kozłowski, B. Szwej, M. Kozielski, M. Sikora, Ł. Wróbel

 

Important dates

  • Call for event proposals: October 30, 2015
  • Call for dissemination event proposals: December 15, 2015
  • Paper submission (strict deadline): May 09 2016 23:59:59 pm HST
  • Position paper submission: May 30, 2016
  • Acceptance decision: June 13, 2016
  • Final version of paper submission: July 11, 2016
  • Final deadline for discounted fee: July 31, 2016
  • Conference dates: September 11-14, 2016

FedCSIS is organized by

 

Under auspices of

Minister of Science and Higher Education
Jarosław Gowin

Minister of Digital Affairs
Anna Streżyńska

Prezydent Miasta Gdyni
Wojciech Szczurek
Prezydent Miasta Gdańsk
Paweł Adamowicz

Rector of Gdansk University of Technology
prof. dr hab. inż. Henryk Krawczyk