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| Collective Prediction of Individual Mobility Traces for Users with Short Data History [期刊论文]
PLOS ONE, 2017-01-01, 12 (1
Bartosz Hawelka; Izabela Sitko; Pavlos Kazakopoulos; Euro Beinat
 Adobe PDF(3035Kb) | View/Download：16/5
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| SoilGrids250m: Global gridded soil information based on machine learning [期刊论文]
PLOS ONE, 2017-01-01, 12 (2
Tomislav Hengl; Jorge Mendes de Jesus; Gerard B. M. Heuvelink; Maria Ruiperez Gonzalez; Milan Kilibarda; Aleksandar Blagotić; Wei Shangguan; Marvin N. Wright; Xiaoyuan Geng; Bernhard Bauer-Marschallinger; Mario Antonio Guevara; Rodrigo Vargas; Robert A. MacMillan; Niels H. Batjes; Johan G. B. Leenaars; Eloi Ribeiro; Ichsani Wheeler; Stephan Mantel; Bas Kempen
Adobe PDF(6789Kb) | View/Download：83/6
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| High Resolution Mapping of Soil Properties Using Remote Sensing Variables in South-Western Burkina Faso: A Comparison of Machine Learning and Multiple Linear Regression Models [期刊论文]
PLOS ONE, 2017-01-01, 12 (1
Gerald Forkuor; Ozias K. L. Hounkpatin; Gerhard Welp; Michael Thiel
Adobe PDF(2149Kb) | View/Download：59/33
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| Mapping the montane cloud forest of Taiwan using 12 year MODIS-derived ground fog frequency data [期刊论文]
PLOS ONE, 2017-01-01, 12 (2
Hans Martin Schulz; Ching-Feng Li; Boris Thies; Shih-Chieh Chang; Jörg Bendix
Adobe PDF(3624Kb) | View/Download：17/5
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| Selecting Optimal Random Forest Predictive Models: A Case Study on Predicting the Spatial Distribution of Seabed Hardness [期刊论文]
PLOS ONE, 2016-01-01, 11 (2
Jin Li; Maggie Tran; Justy Siwabessy
Adobe PDF(4346Kb) | View/Download：13/1
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| A Comparative Assessment of the Influences of Human Impacts on Soil Cd Concentrations Based on Stepwise Linear Regression, Classification and Regression Tree, and Random Forest Models [期刊论文]
PLOS ONE, 2016-01-01, 11 (3
Lefeng Qiu; Kai Wang; Wenli Long; Ke Wang; Wei Hu; Gabriel S. Amable
Adobe PDF(3136Kb) | View/Download：9/3
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| Improving the Spatial Prediction of Soil Organic Carbon Stocks in a Complex Tropical Mountain Landscape by Methodological Specifications in Machine Learning Approaches [期刊论文]
PLOS ONE, 2016-01-01, 11 (4
Mareike Ließ; Johannes Schmidt; Bruno Glaser
Adobe PDF(4501Kb) | View/Download：6/6
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| Modeling Dynamic Systems with Efficient Ensembles of Process-Based Models [期刊论文]
PLOS ONE, 2016-01-01, 11 (4
Nikola Simidjievski; Ljupčo Todorovski; Sašo Džeroski
Adobe PDF(1132Kb) | View/Download：0/0
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| Systematic Artifacts in Support Vector Regression-Based Compound Potency Prediction Revealed by Statistical and Activity Landscape Analysis [期刊论文]
PLOS ONE, 2015-01-01, 10 (3
Jenny Balfer; Jürgen Bajorath
Adobe PDF(1740Kb) | View/Download：0/0
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| Towards Quantitative Spatial Models of Seabed Sediment Composition [期刊论文]
PLOS ONE, 2015-01-01, 10 (11
David Stephens; Markus Diesing
Adobe PDF(9406Kb) | View/Download：2/1
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