Active Learning Methods for Biophysical Parameter Estimation

Multioutput Support Vector Regression for Remote Sensing Biophysical Parameter Estimation

(2011) D. Tuia et al.   IEEE Geoscience and Remote Sensing Letters

Gaussian Process Regression for Estimating Chlorophyll Concentration in Subsurface Waters From Remote Sensing Data

(2010) Luca Pasolli et al.   IEEE Geoscience and Remote Sensing Letters

Support Vector Machine Active Learning Through Significance Space Construction

(2010) Edoardo Pasolli et al.   IEEE Geoscience and Remote Sensing Letters

Semisupervised Hyperspectral Image Segmentation Using Multinomial Logistic Regression With Active Learning

(2010) Jun Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Active Learning Methods for Electrocardiographic Signal Classification

(2010) E Pasolli et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

Active Learning and Basis Selection for Kernel-Based Linear Models: A Bayesian Perspective

(2010) John Paisley et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Active Learning Methods for Remote Sensing Image Classification

(2009) D. Tuia et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Pool-based active learning in approximate linear regression

(2009) Masashi Sugiyama et al.   MACHINE LEARNING

Detection of Unexploded Ordnance via Efficient Semisupervised and Active Learning

(2008) Qiuhua Liu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

An Active Learning Approach to Hyperspectral Data Classification

(2008) S. Rajan et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A batch ensemble approach to active learning with model selection

(2008) Masashi Sugiyama et al.   NEURAL NETWORKS