Journal of Hydroinformatics

Titel Veröffentlichungsdatum Sprache Zitate
Data-driven modelling: some past experiences and new approaches2008/01/01English382
A hybrid model coupled with singular spectrum analysis for daily rainfall prediction2010/04/02English238
A symbolic data-driven technique based on evolutionary polynomial regression2006/07/01English227
Improved annual rainfall-runoff forecasting using PSO–SVM model based on EEMD2013/04/24English202
OpenMI: Open modelling interface2007/07/01English190
Rainfall and runoff forecasting with SSA–SVM approach2001/07/01English145
Advances in data-driven analyses and modelling using EPR-MOGA2009/07/01English144
Identification of support vector machines for runoff modelling2004/10/01English142
Development of pipe deterioration models for water distribution systems using EPR2008/03/01English142
Real-time urban flood forecasting and modelling – a state of the art2013/02/11English137
Updating the neural network sediment load models using different sensitivity analysis methods: a regional application2020/03/02English128
Flood forecasting using support vector machines2007/10/01English122
Comparison of multivariate adaptive regression splines with coupled wavelet transform artificial neural networks for runoff forecasting in Himalayan micro-watersheds with limited data2011/10/11English120
EC-SVM approach for real-time hydrologic forecasting2004/07/01English117
Novelty detection for time series data analysis in water distribution systems using support vector machines2010/11/06English115
Anomaly pre-localization in distribution–transmission mains by pump trip: preliminary field tests in the Milan pipe system2014/09/22English108
A short-term, pattern-based model for water-demand forecasting2007/01/01English105
A new wavelet–bootstrap–ANN hybrid model for daily discharge forecasting2010/10/01English105
Evaluation of an ASM1 model calibration procedure on a municipal–industrial wastewater treatment plant2002/01/01English105
Evolutionary multi-objective optimization of the design and operation of water distribution network: total cost vs. reliability vs. water quality2006/07/01English104
Deep learning convolutional neural network in rainfall–runoff modelling2020/04/17English97
Two-dimensional numerical modeling of wood transport2014/03/12English96
Genetic programming as a model induction engine2000/01/01English96
Differential evolution algorithm for optimal design of water distribution networks2009/09/01English93
MOPSO algorithm and its application in multipurpose multireservoir operations2010/12/14English93
Neural network river forecasting with multi-objective fully informed particle swarm optimization2014/07/15English89
A global and efficient multi-objective auto-calibration and uncertainty estimation method for water quality catchment models2007/10/01English89
Assessing pipe failure rate and mechanical reliability of water distribution networks using data-driven modeling2009/01/01English89
Prediction of maximum scour depth around piers with debris accumulation using EPR, MT, and GEP models2016/03/19English87
Formulation of a fast 2D urban pluvial flood model using a cellular automata approach2012/12/27English87