A support vector machine classifier based on a new kernel function model for hyperspectral data

Land cover and impervious surface extraction using parametric and non-parametric algorithms from the open-source software R: an application to sustainable urban planning in Sicily

(2018) Daniele La Rosa et al.   GIScience & Remote Sensing

River-flow boundary delineation from digital aerial photography and ancillary images using Support Vector Machines

(2018) İnci Güneralp et al.   GIScience & Remote Sensing

Machine learning approaches for forest classification and change analysis using multi-temporal Landsat TM images over Huntington Wildlife Forest

(2018) Manqi Li et al.   GIScience & Remote Sensing

Potential of multispectral and hyperspectral data to detect saline-exposed soils in Brazil

(2015) Luis Clenio Jario Moreira et al.   GIScience & Remote Sensing

An object-based SVM method incorporating optimal segmentation scale estimation using Bhattacharyya Distance for mapping salt cedar (Tamarisk spp.) with QuickBird imagery

(2015) Lu Xun et al.   GIScience & Remote Sensing

Expansion of LISS III swath using AWiFS wider swath data and contourlet coefficients learning

(2015) C.V. Rao et al.   GIScience & Remote Sensing

A comparative analysis of approaches for successional vegetation classification in the Brazilian Amazon

(2014) Dengsheng Lu et al.   GIScience & Remote Sensing

Comparison of NAIP orthophotography and RapidEye satellite imagery for mapping of mining and mine reclamation

(2014) A.E. Maxwell et al.   GIScience & Remote Sensing

Machine learning approaches to coastal water quality monitoring using GOCI satellite data

(2014) Yong Hoon Kim et al.   GIScience & Remote Sensing

A Novel Hierarchical Semisupervised SVM for Classification of Hyperspectral Images

(2014) Zhenfeng Shao et al.   IEEE Geoscience and Remote Sensing Letters

Optimizing Subspace SVM Ensemble for Hyperspectral Imagery Classification

(2014) Yushi Chen et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

SVM-based hyperspectral image classification using intrinsic dimension

(2013) Mahdi Hasanlou et al.   Arabian Journal of Geosciences

Support vector machines in remote sensing: A review

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

Non-linear HVAC computations using least square support vector machines

(2009) Mahendra Kumar et al.   ENERGY CONVERSION AND MANAGEMENT

Least squares support vector machines ensemble models for credit scoring

(2009) Ligang Zhou et al.   EXPERT SYSTEMS WITH APPLICATIONS

The influence of urban structures on impervious surface maps from airborne hyperspectral data

(2009) S. van der Linden et al.   REMOTE SENSING OF ENVIRONMENT

Recent advances in techniques for hyperspectral image processing

(2009) Antonio Plaza et al.   REMOTE SENSING OF ENVIRONMENT

Classification of hyperspectral remote-sensing data with primal SVM for small-sized training dataset problem

(2008) Mingmin Chi et al.   ADVANCES IN SPACE RESEARCH

Multiclass least-squares support vector machines for analog modulation classification

(2008) Abdulkadir Sengur   EXPERT SYSTEMS WITH APPLICATIONS

Evaluating Hyperion capability for land cover mapping in a fragmented ecosystem: Pollino National Park, Italy

(2008) Stefano Pignatti et al.   REMOTE SENSING OF ENVIRONMENT