Prediction of the durability of high-performance concrete using an integrated RF-LSSVM model
出版年份 2022 全文链接
标题
Prediction of the durability of high-performance concrete using an integrated RF-LSSVM model
作者
关键词
-
出版物
CONSTRUCTION AND BUILDING MATERIALS
Volume 356, Issue -, Pages 129232
出版商
Elsevier BV
发表日期
2022-10-05
DOI
10.1016/j.conbuildmat.2022.129232
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。- An RF and LSSVM–NSGA-II method for the multi-objective optimization of high-performance concrete durability
- (2022) Hongyu Chen et al. CEMENT & CONCRETE COMPOSITES
- Intelligent Prediction of Cryptogenic Stroke Using Patent Foramen Ovale from TEE Imaging Data and Machine Learning Methods
- (2022) Jiao Bai et al. International Journal of Computational Intelligence Systems
- Effects of early-age temperature and salt ion corrosion on the macroproperty deterioration of concrete and corresponding micromechanism
- (2022) Weipei Xue et al. Archives of Civil and Mechanical Engineering
- Prediction of the frost resistance of high-performance concrete based on RF-REF: A hybrid prediction approach
- (2022) Xianguo Wu et al. CONSTRUCTION AND BUILDING MATERIALS
- GaN FinFETs and trigate devices for power and RF applications: review and perspective
- (2021) Yuhao Zhang et al. SEMICONDUCTOR SCIENCE AND TECHNOLOGY
- Optimization strategies of neural networks for impact damage classification of RC panels in a small dataset
- (2021) Quoc Hoan Doan et al. APPLIED SOFT COMPUTING
- Corrosion integrity of oil cement modified by environment responsive microspheres for CO2 geologic sequestration wells
- (2021) Jian Zhang et al. CEMENT AND CONCRETE RESEARCH
- To walk or not to walk? Examining non-linear effects of streetscape greenery on walking propensity of older adults
- (2021) Linchuan Yang et al. Journal of Transport Geography
- Piezoresistive performance of hydrophobic cement-based sensors under moisture and chloride-rich environments
- (2021) Wenkui Dong et al. CEMENT & CONCRETE COMPOSITES
- Influence of ultrasonication energy on reinforcing-roles of CNTs to strengthen ITZ and corresponding anti-permeability properties of concrete
- (2021) Yuan Gao et al. CONSTRUCTION AND BUILDING MATERIALS
- Research on the influencing mechanism of nano-silica on concrete performances based on multi-scale experiments and micro-scale numerical simulation
- (2021) Chong Wang et al. CONSTRUCTION AND BUILDING MATERIALS
- RISK PREDICTION AND DIAGNOSIS OF WATER SEEPAGE IN OPERATIONAL SHIELD TUNNELS BASED ON RANDOM FOREST
- (2021) Yang Liu et al. Journal of Civil Engineering and Management
- Variations in outdoor thermal comfort in an urban park in the hot-summer and cold-winter region of China
- (2021) Dong Wei et al. Sustainable Cities and Society
- Enhancing building energy efficiency using a random forest model: A hybrid prediction approach
- (2021) Yang Liu et al. Energy Reports
- Multi-classifier information fusion in risk analysis
- (2020) Yue Pan et al. Information Fusion
- Prediction of interface yield stress and plastic viscosity of fresh concrete using a hybrid machine learning approach
- (2020) The-Duong Nguyen et al. ADVANCED ENGINEERING INFORMATICS
- Adaptive LSSVM based iterative prediction method for NOx concentration prediction in coal-fired power plant considering system delay
- (2020) Yongjie Zhai et al. APPLIED SOFT COMPUTING
- Mechanical and durability properties of recycled aggregate concrete with ternary binder system and optimized mix proportion
- (2020) O.E. Babalola et al. Journal of Materials Research and Technology-JMR&T
- Experimental study and mechanism analysis of permeability sensitivity of mechanically damaged concrete to confining pressure
- (2020) Weipei Xue et al. CEMENT AND CONCRETE RESEARCH
- Application of polymer modified cementitious coatings (PCCs) for impermeability enhancement of concrete
- (2020) Zhiguang Zhao et al. CONSTRUCTION AND BUILDING MATERIALS
- Effect of carbon fiber on properties of concrete with different W/C and its air‐entraining models
- (2020) Rui Liu et al. Structural Concrete
- 2-stage modified random forest model for credit risk assessment of P2P network lending to “Three Rurals” borrowers
- (2020) Congjun Rao et al. APPLIED SOFT COMPUTING
- Effect of different aggregate treatment techniques on the freeze-thaw and sulfate resistance of recycled aggregate concrete
- (2020) Syed Minhaj Saleem Kazmi et al. COLD REGIONS SCIENCE AND TECHNOLOGY
- Roles of artificial intelligence in construction engineering and management: A critical review and future trends
- (2020) Yue Pan et al. AUTOMATION IN CONSTRUCTION
- Roles of carbon nanotubes in reinforcing the interfacial transition zone and impermeability of concrete under different water-to-cement ratios
- (2020) Yuan Gao et al. CONSTRUCTION AND BUILDING MATERIALS
- Research on green renovations of existing public buildings based on a cloud model –TOPSIS method
- (2020) Yang Liu et al. Journal of Building Engineering
- Permeability of the bonding interface between strain-hardening cementitious composite and normal concrete
- (2019) Zude Ding et al. AIP Advances
- Speed up grid-search for parameter selection of support vector machines
- (2019) Hatem A. Fayed et al. APPLIED SOFT COMPUTING
- Modelling uniaxial compressive strength of lightweight self-compacting concrete using random forest regression
- (2019) Junfei Zhang et al. CONSTRUCTION AND BUILDING MATERIALS
- A generalized method to predict the compressive strength of high-performance concrete by improved random forest algorithm
- (2019) Qinghua Han et al. CONSTRUCTION AND BUILDING MATERIALS
- The application of machine learning methods for prediction of metal sorption onto biochars
- (2019) Xinzhe Zhu et al. JOURNAL OF HAZARDOUS MATERIALS
- Influence of the moisture state of recycled fine aggregate on the impermeability of concrete
- (2019) Yizhou Zhuang et al. Materials Testing
- Linear and non-linear SVM prediction for fresh properties and compressive strength of high volume fly ash self-compacting concrete
- (2019) Mohammad Azimi-Pour et al. CONSTRUCTION AND BUILDING MATERIALS
- Influence of the coupled time and concrete stress effects on instantaneous chloride diffusion coefficient
- (2019) Jian Wang et al. CONSTRUCTION AND BUILDING MATERIALS
- A novel hybrid surrogate intelligent model for creep index prediction based on particle swarm optimization and random forest
- (2019) Pin Zhang et al. ENGINEERING GEOLOGY
- Estimation of the spatial distribution of heavy metal in agricultural soils using airborne hyperspectral imaging and random forest
- (2019) Kun Tan et al. JOURNAL OF HAZARDOUS MATERIALS
- Prediction of the Strength of Rubberized Concrete by an Evolved Random Forest Model
- (2019) Yuantian Sun et al. Advances in Civil Engineering
- Comparative study on the effect of synthetic fiber on the preparation and durability of airport pavement concrete
- (2018) Yue Chen et al. CONSTRUCTION AND BUILDING MATERIALS
- Telecommunication Traffic Prediction Based on Improved LSSVM
- (2018) Jun-Xia Liu et al. INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE
- Statistical model optimized random forest regression model for concrete dam deformation monitoring
- (2018) Bo Dai et al. Structural Control & Health Monitoring
- Role of nano-SiO2 in improving the microstructure and impermeability of concrete with different aggregate gradations
- (2018) Huigang Xiao et al. CONSTRUCTION AND BUILDING MATERIALS
- On the optimization of the support vector machine regression hyperparameters setting for gas sensors array applications
- (2018) R. Laref et al. CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
- Daily PM 2.5 concentration prediction based on principal component analysis and LSSVM optimized by cuckoo search algorithm
- (2017) Wei Sun et al. JOURNAL OF ENVIRONMENTAL MANAGEMENT
- Application of Support Vector Machine, Random Forest, and Genetic Algorithm Optimized Random Forest Models in Groundwater Potential Mapping
- (2017) Seyed Amir Naghibi et al. WATER RESOURCES MANAGEMENT
- Spatial prediction of soil surface texture in a semiarid region using random forest and multiple linear regressions
- (2016) César da Silva Chagas et al. CATENA
- Spatial prediction of rainfall-induced shallow landslides using hybrid integration approach of Least-Squares Support Vector Machines and differential evolution optimization: a case study in Central Vietnam
- (2016) Dieu Tien Bui et al. International Journal of Digital Earth
- Application of least square support vector machine and multivariate adaptive regression spline models in long term prediction of river water pollution
- (2016) Ozgur Kisi et al. JOURNAL OF HYDROLOGY
- Durability Properties of Concrete Made with High Volumes of Low-Calcium Coal Bottom Ash As a Replacement of Two Types of Sand
- (2016) Malkit Singh et al. JOURNAL OF MATERIALS IN CIVIL ENGINEERING
- Prediction of properties of self-compacting concrete containing fly ash using artificial neural network
- (2016) Omar Belalia Douma et al. NEURAL COMPUTING & APPLICATIONS
- Position computation models for high-speed train based on support vector machine approach
- (2015) Dewang Chen et al. APPLIED SOFT COMPUTING
- Performance evaluation of structural concrete using controlled quality coarse and fine recycled concrete aggregate
- (2015) Abdurrahmaan Lotfy et al. CEMENT & CONCRETE COMPOSITES
- Influence of aggregate type and size on properties of pervious concrete
- (2015) K. Ćosić et al. CONSTRUCTION AND BUILDING MATERIALS
- Durability of metakaolin Self-Compacting Concrete
- (2015) Efstratios G. Badogiannis et al. CONSTRUCTION AND BUILDING MATERIALS
- Influence of aggregate characteristics on workability of superworkable concrete
- (2015) Baudouin M. Aïssoun et al. MATERIALS AND STRUCTURES
- An evolutionary approach to modelling concrete degradation due to sulphuric acid attack
- (2014) Amir M. Alani et al. APPLIED SOFT COMPUTING
- Effect of coarse particle volume fraction on the hydraulic conductivity of fresh cement based material
- (2014) A. Perrot et al. MATERIALS AND STRUCTURES
- Durability of recycled aggregate concrete
- (2012) C. Thomas et al. CONSTRUCTION AND BUILDING MATERIALS
- Effect of Paste-to-Voids Volume Ratio on the Performance of Concrete Mixtures
- (2012) Ezgi Yurdakul et al. JOURNAL OF MATERIALS IN CIVIL ENGINEERING
- Prediction of compressive strength of self-compacting concrete containing bottom ash using artificial neural networks
- (2011) Rafat Siddique et al. ADVANCES IN ENGINEERING SOFTWARE
- Predicting the compressive strength of mortars containing metakaolin by artificial neural networks and fuzzy logic
- (2009) Mustafa Sarıdemir ADVANCES IN ENGINEERING SOFTWARE
- Estimation of the permeability of silica fume cement concrete
- (2009) Ha-Won Song et al. CONSTRUCTION AND BUILDING MATERIALS
- Investigating mix proportions of high strength self compacting concrete by using Taguchi method
- (2008) Erdoğan Ozbay et al. CONSTRUCTION AND BUILDING MATERIALS
- Modelling sea-salt transport and deposition in marine atmosphere zone – A tool for corrosion studies
- (2008) G.R. Meira et al. CORROSION SCIENCE
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started