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Bayesian Compressive Sensing Approaches for the Reconstruction of Two-Dimensional Sparse Scatterers Under TE IlluminationsPOLI, Lorenzo; OLIVERI, Giacomo; ROCCA, Paolo et al.IEEE transactions on geoscience and remote sensing. 2013, Vol 51, Num 5, pp 2920-2936, issn 0196-2892, 17 p., 2Article

A Bayesian-Compressive-Sampling-Based Inversion for Imaging Sparse ScatterersOLIVERI, Giacomo; ROCCA, Paolo; MASSA, Andrea et al.IEEE transactions on geoscience and remote sensing. 2011, Vol 49, Num 10, pp 3993-4006, issn 0196-2892, 14 p., 2Article

Relevance vector machines for multivariate calibration purposesHERNANDEZ, Noslen; TALAVERA, Isneri; DAGO, Angel et al.Journal of chemometrics. 2008, Vol 22, Num 11-12, pp 686-694, issn 0886-9383, 9 p.Conference Paper

Optimizing multi-variables of microbial fuel cell for electricity generation with an integrated modeling and experimental approachFANG FANG; ZANG, Guo-Long; MIN SUN et al.Applied energy. 2013, Vol 110, pp 98-103, issn 0306-2619, 6 p.Article

Applicability of Statistical Learning Algorithms for Spatial Variability of Rock DepthSAMUI, Pijush; SITHARAM, T. G.Mathematical geosciences (Print). 2010, Vol 42, Num 4, pp 433-446, issn 1874-8961, 14 p.Article

Prognostics of lithium-ion batteries based on relevance vectors and a conditional three-parameter capacity degradation modelDONG WANG; QIANG MIAO; PECHT, Michael et al.Journal of power sources. 2013, Vol 239, pp 253-264, issn 0378-7753, 12 p.Article

SPT-based liquefaction potential assessment by relevance vector machine approachKARTHIKEYAN, J; KIM, Dookie; AIYER, Bhairevi G et al.European journal of environmental and civil engineering. 2013, Vol 17, Num 4, pp 248-262, issn 1964-8189, 15 p.Article

Relevance vector machine applied to slope stability analysisHONGBO ZHAO; SHUNDE YIN; ZHONGLIANG RU et al.International journal for numerical and analytical methods in geomechanics (Print). 2012, Vol 36, Num 5, pp 643-652, issn 0363-9061, 10 p.Article

Robust Hyperspectral Classification Using Relevance Vector MachineMIANJI, Fereidoun A; YE ZHANG.IEEE transactions on geoscience and remote sensing. 2011, Vol 49, Num 6, pp 2100-2112, issn 0196-2892, 13 p., 1Article

Texture features for antitank landmine detection using ground penetrating radarTORRIONE, Peter; COLLINS, Leslie M.IEEE transactions on geoscience and remote sensing. 2007, Vol 45, Num 7, pp 2374-2382, issn 0196-2892, 9 p., 2Article

Multi-centre diagnostic classification of individual structural neuroimaging scans from patients with major depressive disorderMWANGI, Benson; EBMEIER, Klaus P; MATTHEWS, Keith et al.Brain. 2012, Vol 135, pp 1508-1521, issn 0006-8950, 14 p., 5Article

Pose estimation and tracking using multivariate regressionTHAYANANTHAN, Arasanathan; NAVARATNAM, Ramanan; STENGER, Björn et al.Pattern recognition letters. 2008, Vol 29, Num 9, pp 1302-1310, issn 0167-8655, 9 p.Article

Least square support vector machine and relevance vector machine for evaluating seismic liquefaction potential using SPTSAMUI, Pijush.Natural hazards (Dordrecht). 2011, Vol 59, Num 2, pp 811-822, issn 0921-030X, 12 p.Article

Statistical downscaling of GCM simulations to streamflow using relevance vector machineGHOSH, Subimal; MUJUMDAR, P. P.Advances in water resources. 2008, Vol 31, Num 1, pp 132-146, issn 0309-1708, 15 p.Article

On the construction of the relevance vector machine based on Bayesian Ying-Yang harmony learningDANSONG CHENG; MINH NHUT NGUYEN; JUNBIN GAO et al.Neural networks. 2013, Vol 48, pp 173-179, issn 0893-6080, 7 p.Article

A Sparse and Spatially Constrained Generative Regression Model for fMRI Data AnalysisOIKONOMOU, Vangelis P; BLEKAS, Konstantinos; ASTRAKAS, Loukas et al.IEEE transactions on biomedical engineering. 2012, Vol 59, Num 1, pp 58-67, issn 0018-9294, 10 p.Article

Relevance Units Latent Variable Model and Nonlinear Dimensionality ReductionJUNBIN GAO; JUN ZHANG; TIEN, David et al.IEEE transactions on neural networks. 2010, Vol 21, Num 1, pp 123-135, issn 1045-9227, 13 p.Article

Bayesian Compressive SensingSHIHAO JI; YA XUE; CARIN, Lawrence et al.IEEE transactions on signal processing. 2008, Vol 56, Num 6, pp 2346-2356, issn 1053-587X, 11 p.Article

Bayesian Compressive Sensing Using Laplace PriorsDERIN BABACAN, S; MOLINA, Rafael; KATSAGGELOS, Aggelos K et al.IEEE transactions on image processing. 2010, Vol 19, Num 1, pp 53-63, issn 1057-7149, 11 p.Article

Site characterization model using least-square support vector machine and relevance vector machine based on corrected SPT data (N_c)SAMUI, Pijush; SITHARAM, T. G.International journal for numerical and analytical methods in geomechanics (Print). 2010, Vol 34, Num 7, pp 755-770, issn 0363-9061, 16 p.Article

Application of statistical learning algorithms to ultimate bearing capacity of shallow foundation on cohesionless soilSAMUI, Pijush.International journal for numerical and analytical methods in geomechanics (Print). 2012, Vol 36, Num 1, pp 100-110, issn 0363-9061, 11 p.Article

Preoperative diagnosis of ovarian tumors using Bayesian kernel-based methodsVAN CALSTER, B; TIMMERMAN, D; LU, C et al.Ultrasound in obstetrics & gynecology. 2007, Vol 29, Num 5, pp 496-504, issn 0960-7692, 9 p.Article

Retrieval of oceanic chlorophyll concentration with relevance vector machinesCAMPS-VALLS, Gustavo; GOMEZ-CHOVA, Luis; MUNOZ-MARI, Jordi et al.Remote sensing of environment. 2006, Vol 105, Num 1, pp 23-33, issn 0034-4257, 11 p.Article

Machine Learning Techniques for Downscaling SMOS Satellite Soil Moisture Using MODIS Land Surface Temperature for Hydrological ApplicationSRIVASTAVA, Prashant K; DAWEI HAN; RAMIREZ, Miguel Rico et al.Water resources management. 2013, Vol 27, Num 8, pp 3127-3144, issn 0920-4741, 18 p.Article