The Sensitivity of Mapping Methods to Reference Data Quality: Training Supervised Image Classifications with Imperfect Reference Data

Tree Species Abundance Predictions in a Tropical Agricultural Landscape with a Supervised Classification Model and Imbalanced Data

(2016) Sarah Graves et al.   Remote Sensing

Valuing map validation: The need for rigorous land cover map accuracy assessment in economic valuations of ecosystem services

(2015) G.M. Foody   ECOLOGICAL ECONOMICS

Integrating User Needs on Misclassification Error Sensitivity into Image Segmentation Quality Assessment

(2015) Hugo Costa et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Land use mapping error introduces strongly-localised, scale-dependent uncertainty into land use and ecosystem services modelling

(2015) Ming Dong et al.   Ecosystem Services

Impacts of Species Misidentification on Species Distribution Modeling with Presence-Only Data

(2015) Hugo Costa et al.   ISPRS International Journal of Geo-Information

Automated Training Sample Extraction for Global Land Cover Mapping

(2014) Julien Radoux et al.   Remote Sensing

Fuzzy support vector machine based on within-class scatter for classification problems with outliers or noises

(2013) Wenjuan An et al.   NEUROCOMPUTING

Ground reference data error and the mis-estimation of the area of land cover change as a function of its abundance

(2013) Giles M. Foody   Remote Sensing Letters

Evaluation of SVM, RVM and SMLR for Accurate Image Classification With Limited Ground Data

(2012) M. Pal et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Global characterization and monitoring of forest cover using Landsat data: opportunities and challenges

(2012) John R. Townshend et al.   International Journal of Digital Earth

Robust Hyperspectral Classification Using Relevance Vector Machine

(2011) Fereidoun A. Mianji et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Feature Selection for Classification of Hyperspectral Data by SVM

(2010) Mahesh Pal et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Support vector machines in remote sensing: A review

(2010) Giorgos Mountrakis et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Assessing the accuracy of land cover change with imperfect ground reference data

(2010) Giles M. Foody   REMOTE SENSING OF ENVIRONMENT

A Novel Context-Sensitive Semisupervised SVM Classifier Robust to Mislabeled Training Samples

(2009) L. Bruzzone et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Effect of errors in ground truth on classification accuracy

(2009) Mark J. Carlotto   INTERNATIONAL JOURNAL OF REMOTE SENSING

Increasing the accuracy of neural network classification using refined training data

(2008) Taskin Kavzoglu   ENVIRONMENTAL MODELLING & SOFTWARE

RVM‐based multi‐class classification of remotely sensed data

(2008) G. M. Foody   INTERNATIONAL JOURNAL OF REMOTE SENSING