@inproceedings{e117f02f0a8b40578575668a24ac4f1c,
title = "Mining data from coal mines: IJCRS{\textquoteright}15 data challenge",
abstract = "We summarize the data mining competition associated with IJCRS{\textquoteright}15 conference {\textendash} IJCRS{\textquoteright}15 Data Challenge: Mining Data from Coal Mines, organized at Knowledge Pit web platform. The topic of this competition was related to the problem of active safety monitoring in underground corridors. In particular, the task was to design an efficient method of predicting dangerous concentrations of methane in longwalls of a Polish coal mine. We describe the scope and motivation for the competition. We also report the course of the contest and briefly discuss a few of the most interesting solutions submitted by participants. Finally, we reveal our plans for the future research within this important subject.",
keywords = "Attribute engineering, Data mining competitions, Feature extraction, High dimensional data, Time series data",
author = "Andrzej Janusz and Marek Sikora and {\L}ukasz Wr{\'o}bel and Sebastian Stawicki and Marek Grzegorowski and Piotr Wojtas and Dominik {\'S}l{\c e}zak",
note = "Publisher Copyright: {\textcopyright} Springer International Publishing Switzerland 2015.; 15th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, RSFDGrC 2015 ; Conference date: 20-11-2015 Through 23-11-2015",
year = "2015",
doi = "10.1007/978-3-319-25783-9\_38",
language = "English",
isbn = "9783319257822",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer Verlag",
pages = "429--438",
editor = "Yiyu Yao and Grzymala-Busse, \{Jerzy W.\} and Hong Yu and Qinghua Hu",
booktitle = "Rough Sets, Fuzzy Sets, Data Mining and Granular Computing - 15th International Conference, RSFDGrC 2015, Proceedings",
address = "Germany",
}