Matches in SemOpenAlex for { <https://semopenalex.org/work/W2953743022> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W2953743022 endingPage "570" @default.
- W2953743022 startingPage "565" @default.
- W2953743022 abstract "One of the most serious mining disasters in underground mines is rockburst phenomena. They can lead to injuries and even fatalities as well as damage to underground openings and mining equipment. This has forced many researchers to investigate alternative methods to predict the potential for rockburst occurrence. However, due to the highly complex relation between geological, mechanical and geometric parameters of the mining environment, the traditional mechanics-based prediction methods do not always yield precise results. With the emergence of machine learning methods, a breakthrough in the prediction of rockburst occurrence has become possible in recent years. This paper presents a state-of-the-art review of various applications of machine learning methods for the prediction of rockburst potential. First, existing rockburst prediction methods are introduced, and the limitations of such methods are highlighted. A brief overview of typical machine learning methods and their main features as predictive tools is then presented. The current applications of machine learning models in rockburst prediction are surveyed, with related mechanisms, technical details and performance analysis." @default.
- W2953743022 created "2019-07-12" @default.
- W2953743022 creator A5028103466 @default.
- W2953743022 creator A5030202098 @default.
- W2953743022 creator A5036362204 @default.
- W2953743022 creator A5055721402 @default.
- W2953743022 date "2019-07-01" @default.
- W2953743022 modified "2023-10-18" @default.
- W2953743022 title "Machine learning methods for rockburst prediction-state-of-the-art review" @default.
- W2953743022 cites W1971891346 @default.
- W2953743022 cites W1989444341 @default.
- W2953743022 cites W1995341919 @default.
- W2953743022 cites W2008809232 @default.
- W2953743022 cites W2009506086 @default.
- W2953743022 cites W2035333915 @default.
- W2953743022 cites W2040870580 @default.
- W2953743022 cites W2043534441 @default.
- W2953743022 cites W2076063813 @default.
- W2953743022 cites W2092460788 @default.
- W2953743022 cites W2100495367 @default.
- W2953743022 cites W2116360511 @default.
- W2953743022 cites W2131462707 @default.
- W2953743022 cites W2147800946 @default.
- W2953743022 cites W2198034580 @default.
- W2953743022 cites W2223110200 @default.
- W2953743022 cites W2256514539 @default.
- W2953743022 cites W2301197319 @default.
- W2953743022 cites W2520345362 @default.
- W2953743022 cites W2575072911 @default.
- W2953743022 cites W2604800002 @default.
- W2953743022 cites W2788705312 @default.
- W2953743022 cites W2790798167 @default.
- W2953743022 cites W2884906228 @default.
- W2953743022 cites W2892677933 @default.
- W2953743022 cites W2897537770 @default.
- W2953743022 cites W2919115771 @default.
- W2953743022 cites W4239510810 @default.
- W2953743022 cites W934511099 @default.
- W2953743022 doi "https://doi.org/10.1016/j.ijmst.2019.06.009" @default.
- W2953743022 hasPublicationYear "2019" @default.
- W2953743022 type Work @default.
- W2953743022 sameAs 2953743022 @default.
- W2953743022 citedByCount "96" @default.
- W2953743022 countsByYear W29537430222020 @default.
- W2953743022 countsByYear W29537430222021 @default.
- W2953743022 countsByYear W29537430222022 @default.
- W2953743022 countsByYear W29537430222023 @default.
- W2953743022 crossrefType "journal-article" @default.
- W2953743022 hasAuthorship W2953743022A5028103466 @default.
- W2953743022 hasAuthorship W2953743022A5030202098 @default.
- W2953743022 hasAuthorship W2953743022A5036362204 @default.
- W2953743022 hasAuthorship W2953743022A5055721402 @default.
- W2953743022 hasBestOaLocation W29537430221 @default.
- W2953743022 hasConcept C11413529 @default.
- W2953743022 hasConcept C114793014 @default.
- W2953743022 hasConcept C119857082 @default.
- W2953743022 hasConcept C124101348 @default.
- W2953743022 hasConcept C127313418 @default.
- W2953743022 hasConcept C127413603 @default.
- W2953743022 hasConcept C154945302 @default.
- W2953743022 hasConcept C16674752 @default.
- W2953743022 hasConcept C25343380 @default.
- W2953743022 hasConcept C2777093003 @default.
- W2953743022 hasConcept C41008148 @default.
- W2953743022 hasConcept C48103436 @default.
- W2953743022 hasConcept C77595967 @default.
- W2953743022 hasConceptScore W2953743022C11413529 @default.
- W2953743022 hasConceptScore W2953743022C114793014 @default.
- W2953743022 hasConceptScore W2953743022C119857082 @default.
- W2953743022 hasConceptScore W2953743022C124101348 @default.
- W2953743022 hasConceptScore W2953743022C127313418 @default.
- W2953743022 hasConceptScore W2953743022C127413603 @default.
- W2953743022 hasConceptScore W2953743022C154945302 @default.
- W2953743022 hasConceptScore W2953743022C16674752 @default.
- W2953743022 hasConceptScore W2953743022C25343380 @default.
- W2953743022 hasConceptScore W2953743022C2777093003 @default.
- W2953743022 hasConceptScore W2953743022C41008148 @default.
- W2953743022 hasConceptScore W2953743022C48103436 @default.
- W2953743022 hasConceptScore W2953743022C77595967 @default.
- W2953743022 hasIssue "4" @default.
- W2953743022 hasLocation W29537430221 @default.
- W2953743022 hasOpenAccess W2953743022 @default.
- W2953743022 hasPrimaryLocation W29537430221 @default.
- W2953743022 hasRelatedWork W2899084033 @default.
- W2953743022 hasRelatedWork W2961085424 @default.
- W2953743022 hasRelatedWork W3046775127 @default.
- W2953743022 hasRelatedWork W3170094116 @default.
- W2953743022 hasRelatedWork W4205958290 @default.
- W2953743022 hasRelatedWork W4285260836 @default.
- W2953743022 hasRelatedWork W4286629047 @default.
- W2953743022 hasRelatedWork W4306321456 @default.
- W2953743022 hasRelatedWork W4306674287 @default.
- W2953743022 hasRelatedWork W4224009465 @default.
- W2953743022 hasVolume "29" @default.
- W2953743022 isParatext "false" @default.
- W2953743022 isRetracted "false" @default.
- W2953743022 magId "2953743022" @default.
- W2953743022 workType "article" @default.