Similarity search and performance prediction of shield tunnels in operation through time series data mining
Authors:
- Hehua ZhuHZHehua Zhu
- Xin WangXWXin Wang
- Xueqin ChenXCXueqin Chen
- Lianyang ZhangLZLianyang Zhang
- 1 June 2020
- journal article
- research article
- Published by Elsevier in Automation in Construction
- Vol. 114
Abstract
No abstract availableKeywords
Funding Information
- Fundamental Research Funds for the Central Universities (30919011249)
- National Natural Science Foundation of China (51478341)
- National key research and development program (2011CB013800)
This publication has 32 references indexed in Scilit:
- Assessment service state of tunnel structureTunnelling and Underground Space Technology, 2012
- Weighted dynamic time warping for time series classificationPattern Recognition, 2011
- Pavement performance prediction through fuzzy regressionExpert Systems with Applications, 2011
- Similarity search and pattern discovery in hydrological time series data miningHydrological Processes, 2010
- Application of two non-linear prediction tools to the estimation of tunnel boring machine performanceEngineering Applications of Artificial Intelligence, 2009
- Prediction models for serviceability deterioration of stormwater pipesStructure and Infrastructure Engineering, 2008
- ESTIMATING MARKOVIAN TRANSITION PROBABILITIES FOR BRIDGE DETERIORATION FORECASTINGSTRUCTURAL ENGINEERING / EARTHQUAKE ENGINEERING, 2006
- Land subsidence due to groundwater drawdown in ShanghaiGéotechnique, 2004
- Data clusteringACM Computing Surveys, 1999
- Long Short-Term MemoryNeural Computation, 1997