{"title":"The Study of the Gas Emission Prediction Model Based on Fuzzy-rough Set Neural Network","authors":"Jing Hong, Yi Zhao","doi":"10.1109/ICMLC.2010.16","DOIUrl":null,"url":null,"abstract":"Precise and timely predicting the amount of gas emitted from the coal is of great importance for coal mine safety. A novel artificial network model based on fuzzy-rough set for gas emission forecasting of coal mine is proposed in this paper. Some practices prove that this model can perform better than the tradition neural network.","PeriodicalId":423912,"journal":{"name":"2010 Second International Conference on Machine Learning and Computing","volume":"31 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2010-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2010 Second International Conference on Machine Learning and Computing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICMLC.2010.16","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 6
Abstract
Precise and timely predicting the amount of gas emitted from the coal is of great importance for coal mine safety. A novel artificial network model based on fuzzy-rough set for gas emission forecasting of coal mine is proposed in this paper. Some practices prove that this model can perform better than the tradition neural network.
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