Improving the performance of an unmixing model in sediment source apportionment using synthetic sediment mixtures and an adaptive boosting algorithm

Boosting a Weak Learning Algorithm by Majority

Yoav Freund · Information and Computation · 1995 · 1.7K citations

Computing, Computer Science, Mathematics +11

Analyzing mixing systems using a new generation of Bayesian tracer mixing models

Brian C. Stock, Andrew L. Jackson, Eric J. Ward et al. · PeerJ · 2018 · 1.4K citations · Full text

Computing, Biostatistics, Ecology +17

Machine learning in geosciences and remote sensing

David J. Lary, Amir H. Alavi, Amir H. Gandomi et al. · Geoscience Frontiers · 2015 · 1.1K citations · Full text

Computing, Computer Science, Earth Sciences +9

Source type ascription for fluvial suspended sediment based on a quantitative composite fingerprinting technique

Adrian L. Collins, D. E. Walling, G. J. L. Leeks · CATENA · 1997 · 462 citations

Natural Sciences, Earth Sciences, Hydrology +13

Apportioning catchment scale sediment sources using a modified composite fingerprinting technique incorporating property weightings and prior information

Adrian L. Collins, Desmond E. Walling, Louise Webb et al. · Geoderma · 2010 · 300 citations

Natural Resources, Earth Sciences, Hydrology +17