Gaussian process regression-based forecasting model of dam deformation

An enhanced prediction model for the on-line monitoring of the sensors using the Gaussian process regression

(2019) Sungyeop Lee et al.   Journal of Mechanical Science and Technology

Emerging artificial intelligence methods in structural engineering

(2018) Hadi Salehi et al.   ENGINEERING STRUCTURES

Gaussian process regression for tool wear prediction

(2018) Dongdong Kong et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Wavelet support vector machine-based prediction model of dam deformation

(2018) Huaizhi Su et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Displacements Study of an Earth Fill Dam Based on High Precision Geodetic Monitoring and Numerical Modeling

(2018) Luis Acosta et al.   SENSORS

Modified hybrid forecast model considering chaotic residual errors for dam deformation

(2018) Bowen Wei et al.   Structural Control & Health Monitoring

Risk, Reliability, Resilience (R3) and beyond in dam engineering: A state-of-the-art review

(2018) Mohammad Amin Hariri-Ardebili   International Journal of Disaster Risk Reduction

Structural health monitoring of concrete dams using long-term air temperature for thermal effect simulation

(2018) Fei Kang et al.   ENGINEERING STRUCTURES

An integrated Gaussian process regression for prediction of remaining useful life of slow speed bearings based on acoustic emission

(2017) S.A. Aye et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Error estimation based on variance analysis of k -fold cross-validation

(2017) Gaoxia Jiang et al.   PATTERN RECOGNITION

Early detection of anomalies in dam performance: A methodology based on boosted regression trees

(2017) Fernando Salazar et al.   Structural Control & Health Monitoring

Concrete dam deformation prediction model for health monitoring based on extreme learning machine

(2017) Fei Kang et al.   Structural Control & Health Monitoring

Integration of industrial videogrammetry and artificial neural networks for monitoring and modeling the deformation or displacement of structures

(2016) Farshid Farnood Ahmadi   NEURAL COMPUTING & APPLICATIONS

A novel hybrid artificial intelligent approach based on neural fuzzy inference model and particle swarm optimization for horizontal displacement modeling of hydropower dam

(2016) Kien-Trinh Thi Bui et al.   NEURAL COMPUTING & APPLICATIONS

Predicting discharge coefficient of triangular labyrinth weir using extreme learning machine, artificial neural network and genetic programming

(2016) Hojat Karami et al.   NEURAL COMPUTING & APPLICATIONS

Data-Based Models for the Prediction of Dam Behaviour: A Review and Some Methodological Considerations

(2015) Fernando Salazar et al.   ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING

Performance improvement method of support vector machine-based model monitoring dam safety

(2015) Huaizhi Su et al.   Structural Control & Health Monitoring

An empirical comparison of machine learning techniques for dam behaviour modelling

(2015) F. Salazar et al.   STRUCTURAL SAFETY

Construction of decision rules for early detection of a developing concrete arch dam failure scenario. A discriminant approach

(2014) J. Mata et al.   COMPUTERS & STRUCTURES

Rainfall data analyzing using moving average (MA) model and wavelet multi-resolution intelligent model for noise evaluation to improve the forecasting accuracy

(2014) Seyed Ahmad Akrami et al.   NEURAL COMPUTING & APPLICATIONS

Development of support vector regression identification model for prediction of dam structural behaviour

(2014) Vesna Ranković et al.   STRUCTURAL SAFETY

Predicting piezometric water level in dams via artificial neural networks

(2013) Vesna Ranković et al.   NEURAL COMPUTING & APPLICATIONS

Constructing statistical models for arch dam deformation

(2013) Juan Mata et al.   Structural Control & Health Monitoring

Prediction of time-dependent structural behaviour with recurrent neural networks for fuzzy data

(2011) S. Freitag et al.   COMPUTERS & STRUCTURES

Interpretation of concrete dam behaviour with artificial neural network and multiple linear regression models

(2011) J. Mata   ENGINEERING STRUCTURES

Monitoring of long-term static deformation data of Fei-Tsui arch dam using artificial neural network-based approaches

(2011) Ching-Yun Kao et al.   Structural Control & Health Monitoring

Back analysis of mechanical parameters of roller compacted concrete dam

(2010) ChongShi Gu et al.   Science China-Technological Sciences

Structural Health Monitoring in mainland China: Review and Future Trends

(2010) Jinping Ou et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Structural inverse analysis by hybrid simplex artificial bee colony algorithms

(2009) Fei Kang et al.   COMPUTERS & STRUCTURES

Reliable multi-objective optimization of high-speed WEDM process based on Gaussian process regression

(2007) Jin Yuan et al.   INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE