Maximizing the Diversity of Ensemble Random Forests for Tree Genera Classification Using High Density LiDAR Data

Tree genera classification with geometric features from high-density airborne LiDAR

(2013) Connie Ko et al.   CANADIAN JOURNAL OF REMOTE SENSING

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

(2013) Taskin Kavzoglu et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Analysing the classification of imbalanced data-sets with multiple classes: Binarization techniques and ad-hoc approaches

(2013) Alberto Fernández et al.   KNOWLEDGE-BASED SYSTEMS

Effects of pulse density on predicting characteristics of individual trees of Scandinavian commercial species using alpha shape metrics based on airborne laser scanning data

(2011) Jari Vauhkonen et al.   CANADIAN JOURNAL OF REMOTE SENSING

An overview of ensemble methods for binary classifiers in multi-class problems: Experimental study on one-vs-one and one-vs-all schemes

(2011) Mikel Galar et al.   PATTERN RECOGNITION

Classifying individual tree genera using stepwise cluster analysis based on height and intensity metrics derived from airborne laser scanner data

(2011) Sooyoung Kim et al.   REMOTE SENSING OF ENVIRONMENT

Imputation of single-tree attributes using airborne laser scanning-based height, intensity, and alpha shape metrics

(2010) Jari Vauhkonen et al.   REMOTE SENSING OF ENVIRONMENT

Tree species differentiation using intensity data derived from leaf-on and leaf-off airborne laser scanner data

(2009) Sooyoung Kim et al.   REMOTE SENSING OF ENVIRONMENT

Classifying species of individual trees by intensity and structure features derived from airborne laser scanner data

(2009) Hans Ole Ørka et al.   REMOTE SENSING OF ENVIRONMENT

Capturing tree crown formation through implicit surface reconstruction using airborne lidar data

(2009) Akira Kato et al.   REMOTE SENSING OF ENVIRONMENT

Adapted One-versus-All Decision Trees for Data Stream Classification

(2008) S. Hashemi et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Species identification of individual trees by combining high resolution LiDAR data with multi‐spectral images

(2008) J. Holmgren et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Classifier ensembles: Select real-world applications

(2007) Nikunj C. Oza et al.   Information Fusion