Ensemble technique to predict post-earthquake damage of buildings integrating tree-based models and tabular neural networks
出版年份 2023 全文链接
标题
Ensemble technique to predict post-earthquake damage of buildings integrating tree-based models and tabular neural networks
作者
关键词
-
出版物
COMPUTERS & STRUCTURES
Volume 287, Issue -, Pages 107114
出版商
Elsevier BV
发表日期
2023-08-10
DOI
10.1016/j.compstruc.2023.107114
参考文献
相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。- Data-driven prediction of critical flutter velocity of long-span suspension bridges using a probabilistic machine learning approach
- (2023) Sévérin Tinmitondé et al. COMPUTERS & STRUCTURES
- Rainfall deformation characteristics and influencing factors for a large deep level landslide in tuff grounds in Zhejiang, China
- (2023) Ke Wang et al. Environmental Earth Sciences
- A State-of-the-Practice Review of Three-Dimensional Laser Scanning Technology for Tunnel Distress Monitoring
- (2023) Chi Liu et al. JOURNAL OF PERFORMANCE OF CONSTRUCTED FACILITIES
- Negative pressure testing standard for welded scar airtightness of waterproofing sheet for tunnels: Experimental and numerical investigation
- (2023) Yiwen Qin et al. TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY
- Deep learning-based prediction of steady surface settlement due to shield tunnelling
- (2023) Gan Wang et al. AUTOMATION IN CONSTRUCTION
- Deformation failure characteristics of weathered phyllite tunnel and variable-stiffness support countermeasures: A case study
- (2023) Wenbo Zan et al. Engineering Failure Analysis
- Experimental study on the collapse evolution law of unlined tunnel in Boulder-Cobble mixed formation
- (2023) Yiwen Qin et al. TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY
- Reliability analysis method for tunnel structural design: Brief review and relevant prospects
- (2023) Zhichao Wang et al. Structures
- Abnormality Detection and Failure Prediction Using Explainable Bayesian Deep Learning: Methodology and Case Study with Industrial Data
- (2022) Ahmad Kamal Mohd Nor et al. Mathematics
- Dynamic seismic damage assessment of distributed infrastructure systems using graph neural networks and semi-supervised machine learning
- (2022) Honglan Huang et al. ADVANCES IN ENGINEERING SOFTWARE
- A neural network-based multivariate seismic classifier for simultaneous post-earthquake fragility estimation and damage classification
- (2022) Xinzhe Yuan et al. ENGINEERING STRUCTURES
- Data‐driven rapid damage evaluation for life‐cycle seismic assessment of regional reinforced concrete bridges
- (2022) Ji‐Gang Xu et al. EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS
- Testing machine learning models for seismic damage prediction at a regional scale using building-damage dataset compiled after the 2015 Gorkha Nepal earthquake
- (2022) Subash Ghimire et al. EARTHQUAKE SPECTRA
- Failure analysis and countermeasures of a tunnel constructed in loose granular stratum by shallow tunnelling method
- (2022) Yiwen Qin et al. ENGINEERING FAILURE ANALYSIS
- Ensemble deep learning: A review
- (2022) M.A. Ganaie et al. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
- Failure mechanical behaviors and prevention methods of shaft lining in China
- (2022) Ziqi Li et al. ENGINEERING FAILURE ANALYSIS
- Stability analysis of complex terrain slope based on multi-source point cloud fusion
- (2022) Wen-bo Zan et al. Journal of Mountain Science
- Attention-based LSTM (AttLSTM) neural network for Seismic Response Modeling of Bridges
- (2022) Yuchen Liao et al. COMPUTERS & STRUCTURES
- Machine learning-based prediction of seismic limit-state capacity of steel moment-resisting frames considering soil-structure interaction
- (2022) F. Kazemi et al. COMPUTERS & STRUCTURES
- An ensemble machine learning approach for determination of the optimum sampling time for evapotranspiration assessment from high-throughput phenotyping data
- (2021) Soumyashree Kar et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Post-earthquake damage assessment of traditional masonry buildings: A case study of Bhaktapur municipality following 2015 Gorkha (Nepal) earthquake
- (2021) Manjip Shakya et al. ENGINEERING FAILURE ANALYSIS
- Confidence interval for micro-averaged F1 and macro-averaged F1 scores
- (2021) Kanae Takahashi et al. APPLIED INTELLIGENCE
- Prediction of seismic damage spectra using computational intelligence methods
- (2021) Sadjad Gharehbaghi et al. COMPUTERS & STRUCTURES
- Deep learning techniques for predicting nonlinear multi-component seismic responses of structural buildings
- (2021) Ahmed A. Torky et al. COMPUTERS & STRUCTURES
- Quantifying and comparing the effects of key risk factors on various types of roadway segment crashes with LightGBM and SHAP
- (2021) Xiao Wen et al. ACCIDENT ANALYSIS AND PREVENTION
- Rapid seismic damage-state assessment of steel moment frames using machine learning
- (2021) Hoang D. Nguyen et al. ENGINEERING STRUCTURES
- Machine-learning interpretability techniques for seismic performance assessment of infrastructure systems
- (2021) Sujith Mangalathu et al. ENGINEERING STRUCTURES
- Investigation on the ignition delay prediction model of multi-component surrogates based on back propagation (BP) neural network
- (2021) Yanqing Cui et al. COMBUSTION AND FLAME
- Tabular data: Deep learning is not all you need
- (2021) Ravid Shwartz-Ziv et al. Information Fusion
- Seismic damage and fragility assessment of ancient masonry churches located in central Chile
- (2020) Nuria Chiara Palazzi et al. Bulletin of Earthquake Engineering
- Failure mode classification and bearing capacity prediction for reinforced concrete columns based on ensemble machine learning algorithm
- (2020) De-Cheng Feng et al. ADVANCED ENGINEERING INFORMATICS
- Threshold optimization for F measure of macro-averaged precision and recall
- (2020) Anna Berger et al. PATTERN RECOGNITION
- Failure mode and effects analysis of RC members based on machine-learning-based SHapley Additive exPlanations (SHAP) approach
- (2020) Sujith Mangalathu et al. ENGINEERING STRUCTURES
- A comparative study of heterogeneous ensemble-learning techniques for landslide susceptibility mapping
- (2020) Zhice Fang et al. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE
- Prediction model of the failure mode of beam-column joints using machine learning methods
- (2020) Xiangling Gao et al. ENGINEERING FAILURE ANALYSIS
- An ensemble machine learning approach through effective feature extraction to classify fake news
- (2020) Saqib Hakak et al. Future Generation Computer Systems-The International Journal of eScience
- Classification of in-plane failure modes for reinforced concrete frames with infills using machine learning
- (2019) Honglan Huang et al. Journal of Building Engineering
- Classifying Earthquake Damage to Buildings Using Machine Learning
- (2019) Sujith Mangalathu et al. EARTHQUAKE SPECTRA
- Improved landslide assessment using support vector machine with bagging, boosting, and stacking ensemble machine learning framework in a mountainous watershed, Japan
- (2019) Jie Dou et al. Landslides
- Earthquake Initiation From Laboratory Observations and Implications for Foreshocks
- (2019) Gregory C. McLaskey JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH
- Multi-model ensemble predictions of precipitation and temperature using machine learning algorithms
- (2019) Kamal Ahmed et al. ATMOSPHERIC RESEARCH
- Reliable Accuracy Estimates from k-Fold Cross Validation
- (2019) Tzu-Tsung Wong et al. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
- Seismic damage survey and empirical fragility curves for churches after the August 24, 2016 Central Italy earthquake
- (2018) Lorenzo Hofer et al. SOIL DYNAMICS AND EARTHQUAKE ENGINEERING
- Seismic assessment of interacting structural units in complex historic masonry constructions by nonlinear static analyses
- (2018) Stefania Degli Abbati et al. COMPUTERS & STRUCTURES
- Analytic posteriors for Pearson's correlation coefficient
- (2017) Alexander Ly et al. STATISTICA NEERLANDICA
- Correlation and variable importance in random forests
- (2016) Baptiste Gregorutti et al. STATISTICS AND COMPUTING
- A random forest guided tour
- (2016) Gérard Biau et al. TEST
- A random forest guided tour
- (2016) Gérard Biau et al. TEST
- Data-driven post-earthquake rapid structural safety assessment
- (2015) J. A. Goulet et al. EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS
- The Distribution of Red and Yellow Tags in the City of Napa
- (2015) J. Boatwright et al. SEISMOLOGICAL RESEARCH LETTERS
- Vector-valued fragility functions for seismic risk evaluation
- (2012) Pierre Gehl et al. Bulletin of Earthquake Engineering
- Medical complications associated with earthquakes
- (2011) Susan A Bartels et al. LANCET
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreAdd your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload Now