Classification of rare land cover types: Distinguishing annual and perennial crops in an agricultural catchment in South Korea

Crop selection under price and yield fluctuation: Analysis of agro-economic time series from South Korea

(2016) Heera Lee et al.   AGRICULTURAL SYSTEMS

Temporal optimisation of image acquisition for land cover classification with Random Forest and MODIS time-series

(2015) Ingmar Nitze et al.   International Journal of Applied Earth Observation and Geoinformation

Global effects of land use on local terrestrial biodiversity

(2015) Tim Newbold et al.   NATURE

A new classification model for a class imbalanced data set using genetic programming and support vector machines: case study for wilt disease classification

(2015) Muhammad Syafiq Mohd Pozi et al.   Remote Sensing Letters

Conventional and organic farming: Soil erosion and conservation potential for row crop cultivation

(2014) Sebastian Arnhold et al.   GEODERMA

An insight into classification with imbalanced data: Empirical results and current trends on using data intrinsic characteristics

(2013) Victoria López et al.   INFORMATION SCIENCES

A hybrid pansharpening approach and multiscale object-based image analysis for mapping diseased pine and oak trees

(2013) Brian Alan Johnson et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Monsoonal-type climate or land-use management: Understanding their role in the mobilization of nitrate and DOC in a mountainous catchment

(2013) Svenja Bartsch et al.   JOURNAL OF HYDROLOGY

A hybrid method to face class overlap and class imbalance on neural networks and multi-class scenarios

(2012) R. Alejo et al.   PATTERN RECOGNITION LETTERS

Classifying multiyear agricultural land use data from Mato Grosso using time-series MODIS vegetation index data

(2012) J. Christopher Brown et al.   REMOTE SENSING OF ENVIRONMENT

The impact of global land-cover change on the terrestrial water cycle

(2012) Shannon M. Sterling et al.   Nature Climate Change

An assessment of the effectiveness of a random forest classifier for land-cover classification

(2011) V.F. Rodriguez-Galiano et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Soil erosion risk in Korean watersheds, assessed using the revised universal soil loss equation

(2011) Soyoung Park et al.   JOURNAL OF HYDROLOGY

Rapid Release and Changing Sources of Pb in a Mountainous Watershed during Extreme Rainfall Events

(2010) Kyeong-Won Jo et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Learning from Imbalanced Data

(2009) Haibo He et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

A systematic analysis of performance measures for classification tasks

(2009) Marina Sokolova et al.   INFORMATION PROCESSING & MANAGEMENT