An assessment of the effectiveness of a rotation forest ensemble for land-use and land-cover mapping

A data mining based approach to predict spatiotemporal changes in satellite images

(2011) W. Boulila et al.   International Journal of Applied Earth Observation and Geoinformation

The effects of combining classifiers with the same training statistics using Bayesian decision rules

(2011) Wai Yeung Yan et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Optimal region growing segmentation and its effect on classification accuracy

(2011) Yan Gao et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Remote sensing image classification based on neural network ensemble algorithm

(2011) Min Han et al.   NEUROCOMPUTING

Feature Selection for Classification of Hyperspectral Data by SVM

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

A variant of Rotation Forest for constructing ensemble classifiers

(2009) Chun-Xia Zhang et al.   PATTERN ANALYSIS AND APPLICATIONS

Classification accuracy comparison: Hypothesis tests and the use of confidence intervals in evaluations of difference, equivalence and non-inferiority

(2009) Giles M. Foody   REMOTE SENSING OF ENVIRONMENT

MODIS Collection 5 global land cover: Algorithm refinements and characterization of new datasets

(2009) Mark A. Friedl et al.   REMOTE SENSING OF ENVIRONMENT

Cancer classification using Rotation Forest

(2008) Kun-Hong Liu et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Increasing the accuracy of neural network classification using refined training data

(2008) Taskin Kavzoglu   ENVIRONMENTAL MODELLING & SOFTWARE

Boosting and measuring the performance of ensembles for a successful database marketing

(2008) YongSeog Kim   EXPERT SYSTEMS WITH APPLICATIONS

Empirical analysis of support vector machine ensemble classifiers

(2008) Shi-jin Wang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Artificial immune‐based supervised classifier for land‐cover classification

(2008) Mahesh Pal   INTERNATIONAL JOURNAL OF REMOTE SENSING

Feature‐selection ability of the decision‐tree algorithm and the impact of feature‐selection/extraction on decision‐tree results based on hyperspectral data

(2008) Y. Y. Wang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Harshness in image classification accuracy assessment

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

Remote sensing imagery in vegetation mapping: a review

(2008) Y. Xie et al.   Journal of Plant Ecology

An experimental comparison of performance measures for classification

(2008) C. Ferri et al.   PATTERN RECOGNITION LETTERS

An empirical study of using Rotation Forest to improve regressors

(2007) Chun-Xia Zhang et al.   APPLIED MATHEMATICS AND COMPUTATION

Comparison of classification accuracy using Cohen’s Weighted Kappa

(2006) A BENDAVID   EXPERT SYSTEMS WITH APPLICATIONS