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Adel,Shrestha,et,al,SWAT,ProcHI,2009.pdf
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COMPARISON OF CALIBRATION AND UNCERTAINTY ANALYSIS METHODS: CASE STUDY OF NZOIA RIVER SWAT MODEL |
591k |
v. 2 |
Nov 18, 2008 1:21 PM
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Durga Lal Shrestha |
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Bhattacharya,Shrestha,Solomatine,NeuralNetworkReconstructing,ProcIAHR,2003.pdf
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NEURAL NETWORKS IN RECONSTRUCTING MISSING WAVE DATA IN SEDIMENTATION MODELLING |
468k |
v. 3 |
Nov 14, 2008 3:40 PM
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Durga Lal Shrestha |
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Chen,Shrestha,Corzo,Solomatine,ComparisonMethodUncertainty,ProcHI,2006.pdf
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COMPARISON OF METHODS FOR UNCERTAINTY ANALYSIS OF HYDROLOGIC MODELS |
268k |
v. 3 |
Nov 14, 2008 3:40 PM
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Durga Lal Shrestha |
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Shrestha,Kayastha,Solomatine,MonteCarloSimulation,ProcHI,2009.pdf
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ENCAPSULATION OF MONTE-CARLO UNCERTAINTY ANALYSIS RESULTS IN A PREDICTIVE MACHINE LEARNING MODEL |
254k |
v. 2 |
Nov 18, 2008 1:21 PM
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Durga Lal Shrestha |
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Shrestha,Rodriguez,Price,Solomatine,AssesingModelPrediction,ProcHI,2006.pdf
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ASSESSING MODEL PREDICTION LIMITS USING FUZZY CLUSTERING AND MACHINE LEARNING |
366k |
v. 3 |
Nov 14, 2008 3:40 PM
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Durga Lal Shrestha |
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Shrestha,Solomatine,AssessingUncertainty,PROC_FRMR2008.pdf
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Assessing uncertainty in rainfall-runoff models: Application of data-driven models |
427k |
v. 2 |
Nov 18, 2008 1:14 PM
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Durga Lal Shrestha |
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Shrestha,Solomatine,ComparingMachineLearning,ProcIJCNN,2007.pdf
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Comparing Machine Learning Methods in Estimation of Model Uncertainty |
391k |
v. 3 |
Nov 14, 2008 3:40 PM
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Durga Lal Shrestha |
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Shrestha,Solomatine,ComparingMachineLearning,ProcIJCNN2008.pdf
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Comparing Machine Learning Methods in Estimation of Model Uncertainty |
514k |
v. 2 |
Nov 18, 2008 1:30 PM
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Durga Lal Shrestha |
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Shrestha,Solomatine,Estimation,PI,ProcIJCNN,2005.pdf
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Estimation of Prediction Intervals for the Model Outputs Using Machine Learning |
230k |
v. 3 |
Nov 14, 2008 3:40 PM
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Durga Lal Shrestha |
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Shrestha,Solomatine,NovelMethodEstimation,ProcIEMS,2006.pdf
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A Novel Method to Estimate the Model Uncertainty Based on the Model Errors |
649k |
v. 3 |
Nov 14, 2008 3:40 PM
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Durga Lal Shrestha |
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ShresthaSolomatine,PredictingHydrologicUncertainty,PROC_IAHR2007.pdf
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PREDICTING HYDROLOGICAL MODELS UNCERTAINTY: USE OF MACHINE LEARNING |
357k |
v. 2 |
Nov 18, 2008 1:12 PM
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Durga Lal Shrestha |
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Shrestha,Solomatine,QuantifyingUncertaintyDDM,ProcIAHR,2005.pdf
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QUANTIFYING UNCERTAINTY OF FLOOD FORECASTING USING DATA DRIVEN MODELS |
244k |
v. 3 |
Nov 14, 2008 3:40 PM
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Durga Lal Shrestha |
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Solomatine,Maskey,Shrestha,LazyEagerLearning,ProcIJCNN,2006.pdf
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Eager and Lazy Learning Methods in the Context of Hydrologic Forecasting |
316k |
v. 3 |
Nov 14, 2008 3:40 PM
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Durga Lal Shrestha |
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Solomatine,Shrestha,AdaBoost.RTRegressionProblems,ProcIJCNN,2004.pdf
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AdaBoost.RT: a Boosting Algorithm for Regression Problems |
214k |
v. 3 |
Nov 14, 2008 3:40 PM
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Durga Lal Shrestha |
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abstract_for_EGU2009-HS10.3.pdf
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A novel approach to Monte Carlo-based uncertainty analysis of hydrological models using artificial neural networks |
110k |
v. 5 |
Jan 13, 2009 12:48 PM
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Durga Lal Shrestha |
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abstract_for_EGU2009-HS2.1.pdf
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A novel approach to parameter uncertainty analysis of hydrological models: Application of machine learning techniques |
110k |
v. 6 |
Jan 13, 2009 12:48 PM
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Durga Lal Shrestha |
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Kayastha,Shrestha,Solomatine,OptimalCombinationModels,EGU2010.pdf
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Optimal combinations of specialized conceptual hydrological models |
39k |
v. 2 |
Jun 8, 2010 8:25 AM
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Durga Lal Shrestha |
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Pianosi,Shrestha,Solomatine,ExtensionUNEEC,EGU2010.pdf
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Uncertainty analysis of an inflow forecasting model: extension of the UNEEC machine learning-based method |
35k |
v. 2 |
Jun 8, 2010 8:29 AM
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Durga Lal Shrestha |
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Shrestha,Solomatine,Adaboost.RT,NC,2006.pdf
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Experiments with AdaBoost.RT, an Improved Boosting Scheme for Regression |
199k |
v. 3 |
Nov 14, 2008 3:55 PM
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Durga Lal Shrestha |
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Shrestha,Solomatine,DataDrivenApproachesUncertainty,JRBM,2008.pdf
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Data-driven approaches for estimating uncertainty in rainfall-runoff modelling |
3108k |
v. 3 |
Nov 14, 2008 3:55 PM
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Durga Lal Shrestha |
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Shrestha,Solomatine,MachineLearningApproaches,NN,2006.pdf
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Machine learning approaches for estimation of prediction interval for the model output |
254k |
v. 3 |
Nov 14, 2008 3:55 PM
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Durga Lal Shrestha |
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Solomatine,Maskey,Shrestha,InstanceBased,HP,2008_webpage.pdf
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Instance-based learning compared to other data-driven methods in hydrological forecasting, hp |
988k |
v. 2 |
Jan 30, 2009 2:15 PM
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Durga Lal Shrestha |
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Solomatine,Shrestha,NovelApproachUncertainty,WR006839,2009_WEBPAGE.pdf
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A novel method to estimate model uncertainty using machine
learning techniques, wrr |
1059k |
v. 2 |
Jan 30, 2009 1:58 PM
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Durga Lal Shrestha |
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Chapter1.pdf
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Introduction |
115k |
v. 2 |
Nov 2, 2009 2:58 PM
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Durga Lal Shrestha |
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Chapter2.pdf
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Uncertainty Analysis in Rainfall-Runoff Modelling |
377k |
v. 2 |
Nov 2, 2009 2:58 PM
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Durga Lal Shrestha |
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Chapter3.pdf
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Machine Learning Techniques |
230k |
v. 2 |
Nov 2, 2009 2:53 PM
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Durga Lal Shrestha |
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Chapter4.pdf
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Machine Learning in Prediction of Parameter Uncertainty: MLUE Method |
160k |
v. 2 |
Nov 2, 2009 2:53 PM
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Durga Lal Shrestha |
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Chapter5.pdf
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Application of Machine Learning Method to Predict Parameter Uncertainty |
1164k |
v. 2 |
Nov 2, 2009 2:53 PM
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Durga Lal Shrestha |
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Chapter6.pdf
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Machine Learning in Prediction of Residual Uncertainty: UNEEC Method |
516k |
v. 2 |
Nov 2, 2009 2:53 PM
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Durga Lal Shrestha |
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Chapter7.pdf
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Application of Machine Learning Method to Predict Residual Uncertainty |
2175k |
v. 2 |
Nov 2, 2009 2:53 PM
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Durga Lal Shrestha |
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Chapter8.pdf
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Conclusions and Recommendations |
117k |
v. 2 |
Nov 2, 2009 2:53 PM
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Durga Lal Shrestha |
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Front.pdf
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Front |
642k |
v. 7 |
Nov 3, 2009 8:13 AM
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Durga Lal Shrestha |
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References.pdf
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References |
708k |
v. 5 |
Nov 3, 2009 8:51 AM
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Durga Lal Shrestha |
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Conference publications