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A Tale of Two “Forests”: Random Forest Machine Learning Aids Tropical Forest Carbon Mapping [期刊论文]
PLOS ONE, 2014-01-01, 9 (1
Joseph Mascaro;  Gregory P. Asner;  David E. Knapp;  Ty Kennedy-Bowdoin;  Roberta E. Martin;  Christopher Anderson;  Mark Higgins;  K. Dana Chadwick
  |  View/Download:29/2
 
A Comparison of Supervised Classification Methods for the Prediction of Substrate Type Using Multibeam Acoustic and Legacy Grain-Size Data [期刊论文]
PLOS ONE, 2014-01-01, 9 (4
David Stephens;  Markus Diesing
  |  View/Download:2/2
 
Projecting Invasion Risk of Non-Native Watersnakes (Nerodia fasciata and Nerodia sipedon) in the Western United States [期刊论文]
PLOS ONE, 2014-01-01, 9 (6
Jonathan P. Rose;  Brian D. Todd
  |  View/Download:22/4
 
SoilGrids1km — Global Soil Information Based on Automated Mapping [期刊论文]
PLOS ONE, 2014-01-01, 9 (8
Tomislav Hengl;  Jorge Mendes de Jesus;  Robert A. MacMillan;  Niels H. Batjes;  Gerard B. M. Heuvelink;  Eloi Ribeiro;  Alessandro Samuel-Rosa;  Bas Kempen;  Johan G. B. Leenaars;  Markus G. Walsh;  Maria Ruiperez Gonzalez
  |  View/Download:42/5
 
A Method for the Evaluation of Image Quality According to the Recognition Effectiveness of Objects in the Optical Remote Sensing Image Using Machine Learning Algorithm [期刊论文]
PLOS ONE, 2014-01-01, 9 (1
Tao Yuan;  Xinqi Zheng;  Xuan Hu;  Wei Zhou;  Wei Wang
  |  View/Download:2/1
 
Pre-Impact Fall Detection: Optimal Sensor Positioning Based on a Machine Learning Paradigm [期刊论文]
PLOS ONE, 2014-01-01, 9 (3
Dario Martelli;  Fiorenzo Artoni;  Vito Monaco;  Angelo Maria Sabatini;  Silvestro Micera
  |  View/Download:3/3
 
Active Semi-Supervised Community Detection Based on Must-Link and Cannot-Link Constraints [期刊论文]
PLOS ONE, 2014-01-01, 9 (10
Jianjun Cheng;  Mingwei Leng;  Longjie Li;  Hanhai Zhou;  Xiaoyun Chen
  |  View/Download:38/19
 
The Application of Predictive Modelling for Determining Bio-Environmental Factors Affecting the Distribution of Blackflies (Diptera: Simuliidae) in the Gilgel Gibe Watershed in Southwest Ethiopia [期刊论文]
PLOS ONE, 2014-01-01, 9 (11
Argaw Ambelu;  Seblework Mekonen;  Magaly Koch;  Taffere Addis;  Pieter Boets;  Gert Everaert;  Peter Goethals
  |  View/Download:4/4
 
A Machine Reading System for Assembling Synthetic Paleontological Databases [期刊论文]
PLOS ONE, 2014-01-01, 9 (12
Shanan E. Peters;  Ce Zhang;  Miron Livny;  Christopher Ré
  |  View/Download:18/5
 

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