Cargando…

Dam deformation forecasting using SVM-DEGWO algorithm based on phase space reconstruction

A hybrid model integrating chaos theory, support vector machine (SVM) and the difference evolution grey wolf optimization (DEGWO) algorithm is developed to analyze and predict dam deformation. Firstly, the chaotic characteristics of the dam deformation time series will be identified, mainly using th...

Descripción completa

Detalles Bibliográficos
Autores principales:	Li, Mingjun, Pan, Jiangyang, Liu, Yaolai, Wang, Yazhou, Zhang, Wenchuan, Wang, Junxing
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Public Library of Science 2022
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9159622/ https://www.ncbi.nlm.nih.gov/pubmed/35648775 http://dx.doi.org/10.1371/journal.pone.0267434

Ejemplares similares

Geodetic and Remote-Sensing Sensors for Dam Deformation Monitoring
por: Scaioni, Marco, et al.
Publicado: (2018)

Data on Support Vector Machines (SVM) model to forecast photovoltaic power
por: Malvoni, M., et al.
Publicado: (2016)

SVM2Motif—Reconstructing Overlapping DNA Sequence Motifs by Mimicking an SVM Predictor
por: Vidovic, Marina M. -C., et al.
Publicado: (2015)

MD-SVM: a novel SVM-based algorithm for the motif discovery of transcription factor binding sites
por: Hu, Jialu, et al.
Publicado: (2019)

Forecasting the Mechanical Properties of Plastic Concrete Employing Experimental Data Using Machine Learning Algorithms: DT, MLPNN, SVM, and RF
por: Nafees, Afnan, et al.
Publicado: (2022)

Forecasting Slope Displacement of the Agricultural Mountainous Area Based on the ACO-SVM Model
por: Chen, Juan, et al.
Publicado: (2022)

Parkinson’s Disease Gene Biomarkers Screened by the LASSO and SVM Algorithms
por: Bao, Yiwen, et al.
Publicado: (2023)

Forecasting Seizures Using Intracranial EEG Measures and SVM in Naturally Occurring Canine Epilepsy
por: Brinkmann, Benjamin H., et al.
Publicado: (2015)

Gene prediction in metagenomic fragments based on the SVM algorithm
por: Liu, Yongchu, et al.
Publicado: (2013)

Estimating and Comparing Dam Deformation Using Classical and GNSS Techniques
por: Barzaghi, Riccardo, et al.
Publicado: (2018)

A Video-Based DT–SVM School Violence Detecting Algorithm
por: Ye, Liang, et al.
Publicado: (2020)

Internet Digital Economy Development Forecast Based on Artificial Intelligence and SVM-KNN Network Detection
por: Fu, Jianru, et al.
Publicado: (2022)

SVM-Based Synthetic Fingerprint Discrimination Algorithm and Quantitative Optimization Strategy
por: Chen, Suhang, et al.
Publicado: (2014)

SVM and SVM Ensembles in Breast Cancer Prediction
por: Huang, Min-Wei, et al.
Publicado: (2017)

Fault Diagnosis of Loader Gearbox Based on an ICA and SVM Algorithm
por: Chen, Zhongxin, et al.
Publicado: (2019)

Hybrid PSO–SVM algorithm for Covid-19 screening and quantification
por: Sheela, M. Sahaya, et al.
Publicado: (2022)

Correction: Forecasting Seizures Using Bivariate Intracranial EEG Measures and SVM in Naturally Occurring Canine Epilepsy
por: Brinkmann, Benjamin H., et al.
Publicado: (2016)

A LS-SVM based Measurement Points Classification Algorithm for Adjacent Targets in WSNs
por: Wang, Xiang, et al.
Publicado: (2019)

Reservoir Dam Surface Deformation Monitoring by Differential GB-InSAR Based on Image Subsets
por: Wang, Peng, et al.
Publicado: (2020)

Accuracy analysis of dam deformation monitoring and correction of refraction with robotic total station
por: Zhou, Jianguo, et al.
Publicado: (2021)

Concrete Multi-Type Defect Classification Algorithm Based on MSSMA-SVM
por: Tian, Xu, et al.
Publicado: (2022)

Smart Parking Locks Based on Extended UNET-GWO-SVM Algorithm
por: Shen, Jianguo, et al.
Publicado: (2023)

On the uncertainty relations of ${k}$-deformed quantum phase space
por: Amelino-Camelia, G, et al.
Publicado: (1998)

SVM clustering
por: Winters-Hilt, Stephen, et al.
Publicado: (2007)

The Wetting Deformation Model of Rockfill and Its Two Methods for Simulating Rockfill Dam Collapse Settlement
por: Pan, Litan, et al.
Publicado: (2023)

A CEEMD-ARIMA-SVM model with structural breaks to forecast the crude oil prices linked with extreme events
por: Cheng, Yuxiang, et al.
Publicado: (2022)

svmPRAT: SVM-based Protein Residue Annotation Toolkit
por: Rangwala, Huzefa, et al.
Publicado: (2009)

Deformation Spaces
por: Abbaspour, Hossein, et al.
Publicado: (2010)

Evaluation of the Pseudostatic Analyses of Earth Dams Using FE Simulation and Observed Earthquake-Induced Deformations: Case Studies of Upper San Fernando and Kitayama Dams
por: Akhlaghi, Tohid, et al.
Publicado: (2014)

Automatic Monitoring Alarm Method of Dammed Lake Based on Hybrid Segmentation Algorithm
por: Cai, Ziming, et al.
Publicado: (2023)

Variable-intercept panel model for deformation zoning of a super-high arch dam
por: Shi, Zhongwen, et al.
Publicado: (2016)

Integration of Terrestrial Laser Scanning and NURBS Modeling for the Deformation Monitoring of an Earth-Rock Dam
por: Xu, Hao, et al.
Publicado: (2018)

Semi-Supervised Classification of PolSAR Images Based on Co-Training of CNN and SVM with Limited Labeled Samples
por: Zhao, Mingjun, et al.
Publicado: (2023)

Combining Genetic Algorithms and SVM for Breast Cancer Diagnosis Using Infrared Thermography
por: Resmini, Roger, et al.
Publicado: (2021)

An Algorithm for Time Prediction Signal Interference Detection Based on the LSTM-SVM Model
por: Xiao, Ningbo, et al.
Publicado: (2022)

Evaluation of College English Teaching Quality Based on Improved BT-SVM Algorithm
por: Lou, Minsheng
Publicado: (2022)

A Novel Methodology for Classifying EMG Movements Based on SVM and Genetic Algorithms
por: Aviles, Marcos, et al.
Publicado: (2022)

Ensemble filters with harmonize PSO–SVM algorithm for optimal hearing disorder prediction
por: Hamid, Tengku Mazlin Tengku Ab, et al.
Publicado: (2023)

EOG Signal Classification with Wavelet and Supervised Learning Algorithms KNN, SVM and DT
por: Hernández Pérez, Sandy Nohemy, et al.
Publicado: (2023)

Are CDS spreads predictable during the Covid-19 pandemic? Forecasting based on SVM, GMDH, LSTM and Markov switching autoregression
por: Vukovic, Darko B., et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_8q5ncu9t1cib84uspshf4csrgh