Applications of Decision Tree and Random Forest as Tree-Based Machine Learning Techniques for Analyzing the Ultimate Strain of Spliced and Non-Spliced Reinforcement Bars
Published 2022 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Applications of Decision Tree and Random Forest as Tree-Based Machine Learning Techniques for Analyzing the Ultimate Strain of Spliced and Non-Spliced Reinforcement Bars
Authors
Keywords
-
Journal
Applied Sciences-Basel
Volume 12, Issue 10, Pages 4851
Publisher
MDPI AG
Online
2022-05-11
DOI
10.3390/app12104851
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Splice methods used for reinforcement steel bars: A state-of-the-art review
- (2022) Hamed Dabiri et al. CONSTRUCTION AND BUILDING MATERIALS
- Predicting tensile strength of spliced and non-spliced steel bars using machine learning- and regression-based methods
- (2022) Hamed Dabiri et al. CONSTRUCTION AND BUILDING MATERIALS
- The prediction of fire performance of concrete-filled steel tubes (CFST) using artificial neural network
- (2021) M.J. Moradi et al. THIN-WALLED STRUCTURES
- An experimental study on the influence of incorporating lap or forging (GPW) splices on the cyclic performance of RC columns
- (2021) Ali Kheyroddin et al. ENGINEERING STRUCTURES
- Comparison study of crack propagation in rubberized and conventional prestressed concrete sleepers using digital image correlation
- (2021) Guoqing Jing et al. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART F-JOURNAL OF RAIL AND RAPID TRANSIT
- A probabilistic bond strength model for corroded reinforced concrete based on weighted averaging of non-fine-tuned machine learning models
- (2021) Bo Fu et al. CONSTRUCTION AND BUILDING MATERIALS
- Mechanical performance of precast RC columns with grouted sleeve connections
- (2021) Li Xu et al. ENGINEERING STRUCTURES
- Seismic performance of a novel partial precast RC shear wall with reserved cast-in-place base and wall edges
- (2021) Suiwen Wu et al. SOIL DYNAMICS AND EARTHQUAKE ENGINEERING
- Evaluating the behaviour of centrally perforated unreinforced masonry walls: Applications of numerical analysis, machine learning, and stochastic methods
- (2021) Mohsen Khaleghi et al. Ain Shams Engineering Journal
- Estimation of the compressive strength of concretes containing ground granulated blast furnace slag using hybridized multi-objective ANN and salp swarm algorithm
- (2020) Amirreza Kandiri et al. CONSTRUCTION AND BUILDING MATERIALS
- A novel hybrid extreme learning machine–grey wolf optimizer (ELM-GWO) model to predict compressive strength of concrete with partial replacements for cement
- (2020) Mahdi Shariati et al. ENGINEERING WITH COMPUTERS
- Mechanical bar splices for incorporation in plastic hinge regions of RC members
- (2020) Puskar Kumar Dahal et al. CONSTRUCTION AND BUILDING MATERIALS
- Performance of Mechanical Steel Bar Splices using Grouted Couplers under Uniaxial Tension
- (2020) Haider Hamad Ghayeb et al. Journal of Building Engineering
- A damage identification method for connections of adjacent box-beam bridges using vehicle–bridge interaction analysis and model updating
- (2020) Jiawang Zhan et al. ENGINEERING STRUCTURES
- Developing a Library of Shear Walls Database and the Neural Network Based Predictive Meta-Model
- (2019) Mohammad Javad Moradi et al. Applied Sciences-Basel
- Experimental study on a precast beam-column joint with double grouted splice sleeves
- (2019) Zhiwei Lu et al. ENGINEERING STRUCTURES
- Crack growth modeling of tension lap spliced reinforced concrete beams strengthened with fibre reinforced polymer wrapping under fatigue loading
- (2018) Rayed Alyousef et al. CONSTRUCTION AND BUILDING MATERIALS
- Elevated temperature characteristics of steel reinforcement incorporating threaded mechanical couplers
- (2018) D.V. Bompa et al. FIRE SAFETY JOURNAL
- Inelastic cyclic behaviour of RC members incorporating threaded reinforcement couplers
- (2018) D.V. Bompa et al. ENGINEERING STRUCTURES
- Performance evaluation of innovative hybrid rebar coupler in reinforced concrete beams subjected to monotonic loading
- (2017) Rajendran Siva Chidambaram et al. Structural Concrete
- Seismic design of bridge columns incorporating mechanical bar splices in plastic hinge regions
- (2016) Mostafa Tazarv et al. ENGINEERING STRUCTURES
- Mechanical Performance and Stress–Strain Relationships for Grouted Splices Under Tensile and Cyclic Loadings
- (2016) Feng Lin et al. International Journal of Concrete Structures and Materials
- Modeling and Optimizing Tensile Strength and Yield Point on a Steel Bar Using an Artificial Neural Network With Taguchi Particle Swarm Optimizer
- (2016) Ping-Yi Chou et al. IEEE Access
- Bond behavior of spirally confined splice of deformed bars in grout
- (2015) Seyed Jamal Aldin Hosseini et al. CONSTRUCTION AND BUILDING MATERIALS
- Non-proprietary bar splice sleeve for precast concrete construction
- (2015) Eliya Henin et al. ENGINEERING STRUCTURES
- The relationship between interlocking mechanism and bond strength in elastic and inelastic segment of splice sleeve
- (2014) Ali A. Sayadi et al. CONSTRUCTION AND BUILDING MATERIALS
- Prediction of bond strength of spliced steel bars in concrete using artificial neural network and fuzzy logic
- (2012) Emadaldin Mohammadi Golafshani et al. CONSTRUCTION AND BUILDING MATERIALS
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