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Support vector regression methodology for storm surge predictions

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/fld.1650020106openalex-snapshot
Selective lumping finite element method for shallow water flow
inferredcites →https://doi.org/10.1007/978-1-4757-2440-0openalex-snapshot
The Nature of Statistical Learning Theory
inferredcites →https://doi.org/10.1007/bf00994018openalex-snapshot
Support-Vector Networks
inferredcites →https://doi.org/10.1016/0022-1694(92)90046-xopenalex-snapshot
Rainfall forecasting in space and time using a neural network
inferredcites →https://doi.org/10.1016/0266-9838(92)90006-popenalex-snapshot
MIKE 21: a modelling system for estuaries, coastal waters and seas
inferredcites →https://doi.org/10.1016/j.advengsoft.2006.08.004openalex-snapshot
Bayesian neural networks for prediction of equilibrium and time-dependent scour depth around bridge piers
inferredcites →https://doi.org/10.1016/j.engappai.2007.03.002openalex-snapshot
Back-propagation neural network for the prediction of the short-term storm surge in Taichung harbor, Taiwan
inferredcites →https://doi.org/10.1016/j.jhydrol.2006.01.021openalex-snapshot
Support vector regression for real-time flood stage forecasting
inferredcites →https://doi.org/10.1016/j.oceaneng.2004.05.006openalex-snapshot
Neural network model for the prediction of wave-induced liquefaction potential
inferredcites →https://doi.org/10.1016/j.oceaneng.2005.04.012openalex-snapshot
Neural network prediction of a storm surge
inferredcites →https://doi.org/10.1016/j.strusafe.2005.12.001openalex-snapshot
Support vector regression for on-line health monitoring of large-scale structures
inferredcites →https://doi.org/10.1016/s0029-8018(01)00068-3openalex-snapshot
Application of artificial neural networks in tide-forecasting
inferredcites →https://doi.org/10.1016/s0029-8018(03)00115-xopenalex-snapshot
Back-propagation neural network for long-term tidal predictions
inferredcites →https://doi.org/10.1016/s0893-6080(03)00169-2openalex-snapshot
Practical selection of SVM parameters and noise estimation for SVM regression
inferredcites →https://doi.org/10.1023/a:1009715923555openalex-snapshot
A Tutorial on Support Vector Machines for Pattern Recognition
inferredcites →https://doi.org/10.1023/a:1012450327387openalex-snapshot
Choosing Multiple Parameters for Support Vector Machines
inferredcites →https://doi.org/10.1029/ce047p0373openalex-snapshot
Skill assessment of an operational hydrodynamic forecast system for the North Sea and Danish Belts
inferredcites →https://doi.org/10.1038/323533a0openalex-snapshot
Learning representations by back-propagating errors
inferredcites →https://doi.org/10.1061/(asce)0733-9429(1995)121:7(523)openalex-snapshot
Application of Neural Networks in Stratified Flow Stability Analysis
inferredcites →https://doi.org/10.1061/(asce)0733-9429(1997)123:4(315)openalex-snapshot
Progress and Recent Developments in Storm Surge Modeling
inferredcites →https://doi.org/10.1061/(asce)0733-9429(2002)128:6(588)openalex-snapshot
Prediction of Sediment Load Concentration in Rivers using Artificial Neural Network Model
inferredcites →https://doi.org/10.1061/(asce)0733-950x(1999)125:4(195)openalex-snapshot
Back-Propagation Neural Network in Tidal-Level Forecasting
inferredcites →https://doi.org/10.1061/(asce)0887-3801(1994)8:2(201)openalex-snapshot
Neural Networks for River Flow Prediction
inferredcites →https://doi.org/10.1061/(asce)1084-0699(2003)8:6(348)openalex-snapshot
Artificial Neural Network Approach for Predicting Transient Water Levels in a Multilayered Groundwater System under Variable State, Pumping, and Climate Conditions
inferredcites →https://doi.org/10.1080/00401706.1996.10484565openalex-snapshot
The Nature of Statistical Learning Theory
inferredcites →https://doi.org/10.1109/nnsp.1997.622408openalex-snapshot
An improved training algorithm for support vector machines
inferredcites →https://doi.org/10.1111/j.2153-3490.1956.tb01227.xopenalex-snapshot
Theorie zur Errechnung des Wasserstandes und der Strömungen in Randmeeren nebst Anwendungen
inferredcites →https://doi.org/10.1175/1520-0434(1991)006<0086:artsff>2.0.co;2openalex-snapshot
A Real-Time System for Forecasting Tropical Cyclone Storm Surges
inferredcites →https://doi.org/10.1175/1520-0485(1994)024<0172:asspmf>2.0.co;2openalex-snapshot
A Storm Surge Prediction Model for the Northern Bay of Bengal with Application to the Cyclone Disaster in April 1991
inferredcites →https://doi.org/10.1175/1520-0493(1980)108<1212:aamotw>2.0.co;2openalex-snapshot
An Analytic Model of the Wind and Pressure Profiles in Hurricanes
inferredcites →https://doi.org/10.1175/1520-0493(1993)093<0343:ancos>2.3.co;2openalex-snapshot
A NUMERICAL CALCULATION OF STORM TIDES INDUCED BY A TROPICAL STORM IMPINGING ON A CONTINENTAL SHELF
inferredcites →https://doi.org/10.12989/cac.2007.4.4.299openalex-snapshot
Application of support vector regression for the prediction of concrete strength
inferredcites →https://doi.org/10.2112/03-0084r.1openalex-snapshot
Incorporation of a Mass-Conserving Inundation Scheme into a Three Dimensional Storm Surge Model
inferredcites →https://doi.org/10.3402/tellusa.v8i3.9023openalex-snapshot
Theorie zur Errechnung des Wasserstandes und der Strömungen in Randmeeren nebst Anwendungen

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Accurate storm surge forecasting using the encoder–decoder long short term memory recurrent neural network
inferred← citeshttps://doi.org/10.1063/5.0267721openalex-snapshot
Physics-informed hybrid model for scour evolution prediction around pile foundations under tidal currents
inferred← citeshttps://doi.org/10.1063/5.0308849openalex-snapshot
Sloshing frequency of liquid in movable rectangular tank in various approaches supported with machine learning prediction
inferred← citeshttps://doi.org/10.1080/14498596.2016.1215272openalex-snapshot
Tide modelling using support vector machine regression
inferred← citeshttps://doi.org/10.1080/14498596.2016.1245162openalex-snapshot
Tide modelling using the Kalman filter
inferred← citeshttps://doi.org/10.1080/24694452.2021.1985956openalex-snapshot
The Field Geomorphologist in a Time of Artificial Intelligence and Machine Learning
inferred← citeshttps://doi.org/10.1109/bigdata.2017.8258309openalex-snapshot
Forecast and analysis of food donations using support vector regression
inferred← citeshttps://doi.org/10.1109/cac63892.2024.10864882openalex-snapshot
Short-term Storm Surge Prediction based on Variational Mode Decomposition and Temporal Convolutional Network
inferred← citeshttps://doi.org/10.1109/fuzz-ieee.2018.8491587openalex-snapshot
Incremental Gaussian Granular Fuzzy Modeling Applied to Hurricane Track Forecasting
inferred← citeshttps://doi.org/10.1109/iccasm.2010.5620211openalex-snapshot
Predicting flow velocity affected by seaweed resistance using SVM regression
inferred← citeshttps://doi.org/10.1109/icmt.2011.6002774openalex-snapshot
An application of numerical model for storm surge analysis in Lianyungang
inferred← citeshttps://doi.org/10.1109/indin.2016.7819203openalex-snapshot
An online performance monitoring method for analog circuit
inferred← citeshttps://doi.org/10.1109/jsen.2014.2356501openalex-snapshot
Sensor Data Fusion by Support Vector Regression Methodology—A Comparative Study
inferred← citeshttps://doi.org/10.1109/jstars.2014.2364075openalex-snapshot
Soft-Computing Methodologies for Precipitation Estimation: A Case Study
inferred← citeshttps://doi.org/10.1109/percomworkshops51409.2021.9430944openalex-snapshot
Storm Operation Prediction: Modeling the Occurrence of Storm Operations for Fire Stations
inferred← citeshttps://doi.org/10.1109/tgrs.2021.3054582openalex-snapshot
Hourly Rainfall Forecast Model Using Supervised Learning Algorithm
inferred← citeshttps://doi.org/10.1134/s1054661819010097openalex-snapshot
Effect on the Performance of a Support Vector Machine Based Machine Vision System with Dry and Wet Ore Sample Images in Classification and Grade Prediction
inferred← citeshttps://doi.org/10.1142/s0129183112500556openalex-snapshot
SUPPORT VECTOR REGRESSION MODEL FOR DIRECT METHANOL FUEL CELL
inferred← citeshttps://doi.org/10.1142/s0217984912501217openalex-snapshot
ELECTRICAL POWER PREDICTION OF PROTON EXCHANGE MEMBRANE FUEL CELL BY USING SUPPORT VECTOR REGRESSION
inferred← citeshttps://doi.org/10.1142/s0218001416590199openalex-snapshot
Forecasting of Underactuated Robotic Finger Contact Forces by Support Vector Regression Methodology
inferred← citeshttps://doi.org/10.1142/s0219876211002885openalex-snapshot
CRASHWORTHINESS DESIGN FOR HONEYCOMB STRUCTURES UNDER AXIAL DYNAMIC LOADING
inferred← citeshttps://doi.org/10.1145/3366030.3366113openalex-snapshot
Predicting the Category of Fire Department Operations
inferred← citeshttps://doi.org/10.1155/2012/794061openalex-snapshot
Standard Precipitation Index Drought Forecasting Using Neural Networks, Wavelet Neural Networks, and Support Vector Regression
inferred← citeshttps://doi.org/10.1155/2013/231735openalex-snapshot
A New Adaptive LSSVR with Online Multikernel RBF Tuning to Evaluate Analog Circuit Performance
inferred← citeshttps://doi.org/10.1155/2014/728201openalex-snapshot
New Strategy for Analog Circuit Performance Evaluation under Disturbance and Fault Value
inferred← citeshttps://doi.org/10.1155/2016/7912357openalex-snapshot
Long-Term Precipitation Analysis and Estimation of Precipitation Concentration Index Using Three Support Vector Machine Methods
inferred← citeshttps://doi.org/10.1155/2023/1741886openalex-snapshot
Evaluation and Improvement of Employee Performance with respect to Health, Safety, and Environment (HSE) Factors: A Case of Complex Transport Construction Project
inferred← citeshttps://doi.org/10.1155/er/5551852openalex-snapshot
Utilizing State‐of‐the‐Art Machine Learning Models for Reliable Hydropower Capacity Estimation
inferred← citeshttps://doi.org/10.1177/14750902211069551openalex-snapshot
Study on the application of BP neural network optimized based on various optimization algorithms in storm surge prediction
inferred← citeshttps://doi.org/10.1260/1759-3131.2.2.137openalex-snapshot
Determination of Wave Spectrum with Intelligent Computing
inferred← citeshttps://doi.org/10.1364/ao.54.000037openalex-snapshot
Support vector machine firefly algorithm based optimization of lens system
inferred← citeshttps://doi.org/10.1364/josaa.31.001023openalex-snapshot
Examination of tapered plastic multimode fiber-based sensor performance with silver coating for different concentrations of calcium hypochlorite by soft computing methodologies—a comparative study
inferred← citeshttps://doi.org/10.14311/nnw.2016.26.015openalex-snapshot
A COMPARISON OF THE PERFORMANCE OF ANN AND SVM FOR THE PREDICTION OF TRAFFIC ACCIDENT DURATION
inferred← citeshttps://doi.org/10.1515/mcwf-2015-0002openalex-snapshot
Seasonal forecasting of tropical cyclone activity in the Australian and the South Pacific Ocean regions
inferred← citeshttps://doi.org/10.15282/jmes.13.2.2019.04.0401openalex-snapshot
Compare the forecasting method of artificial neural network and support vector regression model to measure the bullwhip effect in supply chain
inferred← citeshttps://doi.org/10.15388/informatica.2015.60openalex-snapshot
Sensorless Estimation of Wind Speed by Soft Computing Methodologies: A Comparative Study
inferred← citeshttps://doi.org/10.1590/1679-78255702openalex-snapshot
Review: deformation and optimisation crashworthiness method for foam filled structures
inferred← citeshttps://doi.org/10.2112/jcoastres-d-13-00087.1openalex-snapshot
Sea Wave Parameters Prediction by Support Vector Machine Using a Genetic Algorithm
inferred← citeshttps://doi.org/10.21203/rs.3.rs-3780174/v1openalex-snapshot
Estimation of Reference Evapotranspiration (ET0) using Intelligent Methods based on Lysimetric Measurements with different soils and grass species
inferred← citeshttps://doi.org/10.2139/ssrn.7606556openalex-snapshot
Constrained Clothing Adaptation and Human-Centric Thermal Resilience:Field Evidence from Outdoor Thermal Sensation in Tehran
inferred← citeshttps://doi.org/10.2166/hydro.2010.107openalex-snapshot
Prediction of pile group scour in waves using support vector machines and ANN
inferred← citeshttps://doi.org/10.2166/hydro.2013.042openalex-snapshot
Multi-step streamflow forecasting using data-driven non-linear methods in contrasting climate regimes
inferred← citeshttps://doi.org/10.2166/hydro.2016.025openalex-snapshot
Prediction of scour depth around bridge piers using self-adaptive extreme learning machine
inferred← citeshttps://doi.org/10.2166/wst.2016.064openalex-snapshot
A support vector regression-firefly algorithm-based model for limiting velocity prediction in sewer pipes
inferred← citeshttps://doi.org/10.21660/2020.76.79417openalex-snapshot
PREDICTION OF DAILY TIDAL LEVELS ALONG THE CENTRAL COAST OF EASTERN RED SEA USING ARTIFICIAL NEURAL NETWORKS
inferred← citeshttps://doi.org/10.22214/ijraset.2020.6286openalex-snapshot
A Fullly Automatic Framework for Food Donation
inferred← citeshttps://doi.org/10.3389/fsoil.2024.1407502openalex-snapshot
Groundwater fluoride prediction modeling using physicochemical parameters in Punjab, India: a machine-learning approach
inferred← citeshttps://doi.org/10.3390/app11146367openalex-snapshot
Research on Long Short-Term Decision-Making System for Excavator Market Demand Forecasting Based on Improved Support Vector Machine
inferred← citeshttps://doi.org/10.3390/atmos11070676openalex-snapshot
Machine Learning in Tropical Cyclone Forecast Modeling: A Review
inferred← citeshttps://doi.org/10.3390/atmos14010038openalex-snapshot
Numerical Study on Storm Surge Level Including Astronomical Tide Effect Using Data Assimilation Method
inferred← citeshttps://doi.org/10.3390/en11071907openalex-snapshot
Predicting the Carbon Price Sequence in the Shenzhen Emissions Exchange Using a Multiscale Ensemble Forecasting Model Based on Ensemble Empirical Mode Decomposition
inferred← citeshttps://doi.org/10.3390/jmse10040535openalex-snapshot
Storm Surge Forecasting along Korea Strait Using Artificial Neural Network
inferred← citeshttps://doi.org/10.3390/jmse11091729openalex-snapshot
A Review of Application of Machine Learning in Storm Surge Problems
inferred← citeshttps://doi.org/10.3390/jmse12040638openalex-snapshot
Machine Learning in Coastal Engineering: Applications, Challenges, and Perspectives
inferred← citeshttps://doi.org/10.3390/jmse13091655openalex-snapshot
Development of a Storm Surge Prediction Model Using Typhoon Characteristics and Multiple Linear Regression
inferred← citeshttps://doi.org/10.3390/jmse14171589openalex-snapshot
Current-Time Typhoon-Induced Storm Surge Estimation at Lianyungang: A Fully Nested Event-Grouped Evaluation
inferred← citeshttps://doi.org/10.3390/jmse14181692openalex-snapshot
Storm-Surge Residual Forecasting Using BPNN Driven by ADCIRC-SWAN Outputs and Associated Hazard Analysis in the Pearl River Estuary
inferred← citeshttps://doi.org/10.34133/2022/9870950openalex-snapshot
Recent Developments in Artificial Intelligence in Oceanography
inferred← citeshttps://doi.org/10.4236/ojapps.2025.156124openalex-snapshot
Support Vector Regression Methodology for Performance Prediction of an Automotive Torque Converter with Turbine Parametric Model
inferred← citeshttps://doi.org/10.46908/ediunat.73openalex-snapshot
Prevención y gestión de accidentes en la minería subterránea peruana
inferred← citeshttps://doi.org/10.48550/arxiv.1609.07378openalex-snapshot
Multi-Output Artificial Neural Network for Storm Surge Prediction in North Carolina
inferred← citeshttps://doi.org/10.5194/isprs-archives-xlii-4-w19-63-2019openalex-snapshot
TOWARDS PREDICTING RICE LOSS DUE TO TYPHOONS IN THE PHILIPPINES
inferred← citeshttps://doi.org/10.5402/2012/628496openalex-snapshot
Prediction of Ultimate Bearing Capacity of Cohesionless Soils Using Soft Computing Techniques
inferred← citeshttps://doi.org/10.9733/jgg.2021r0007.topenalex-snapshot
Ege Denizi’nde makine öğrenimi yöntemleri ile anlık deniz seviyesi değişimlerinin tahmini
inferred← citeshttps://doi.org/10.9753/icce.v34.management.3openalex-snapshot
DEVELOPMENT OF AN ADAPTIVE EMPIRICAL MODEL FOR STORM TIDE SIMULATION
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