Dimitri Solomatine

Data-driven modelling: some past experiences and new approaches

Dimitri Solomatine, Avi Ostfeld · Journal of Hydroinformatics · 2007 · 727 citations · Full text

Natural Resources, Hydrology, Water Resources Management +14

Evolutionary algorithms and other metaheuristics in water resources: Current status, research challenges and future directions

Holger R. Maier, Zoran Kapelan, Joseph Kasprzyk et al. · Environmental Modelling & Software · 2014 · 653 citations

Natural Resources, Hydrology, Water Resources Management +17

Model Induction with Support Vector Machines: Introduction and Applications

Yonas Dibike, Slavco Velickov, Dimitri Solomatine et al. · Journal of Computing in Civil Engineering · 2001 · 601 citations

Computing, Civil Engineering, Computer Science +16

Machine learning approaches for estimation of prediction interval for the model output

Durga Lal Shrestha, Dimitri Solomatine · Neural Networks · 2006 · 423 citations

Computing, Computer Science, Machine Learning +14

Model trees as an alternative to neural networks in rainfall—runoff modelling

Dimitri Solomatine, Khada Nanda Dulal · Hydrological Sciences Journal · 2003 · 379 citations · Full text

Natural Resources, Computer Science, Hydrology +17