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Hyperspectral Image Classification With Independent Component Discriminant AnalysisVILLA, Alberto; ATLI BENEDIKTSSON, Jón; CHANUSSOT, Jocelyn et al.IEEE transactions on geoscience and remote sensing. 2011, Vol 49, Num 12, pp 4865-4876, issn 0196-2892, 12 p., 1Article

MULTIVARIATE REGRESSION AND MACHINE LEARNING WITH SUMS OF SEPARABLE FUNCTIONSBEYLKIN, Gregory; GARCKE, Jochen; MOHLENKAMP, Martin J et al.SIAM journal on scientific computing (Print). 2010, Vol 31, Num 3, pp 1840-1857, issn 1064-8275, 18 p.Article

IMPROVING FEATURE SELECTION PROCESS RESISTANCE TO FAILURES CAUSED BY CURSE-OF-DIMENSIONALITY EFFECTSSOMOL, Petr; GRIM, Jiří; NOVOVICOVA, Jana et al.Kybernetika. 2011, Vol 47, Num 3, pp 401-425, issn 0023-5954, 25 p.Article

The intrinsic dimensionality of plant traits and its relevance to community assemblyLAUGHLIN, Daniel C.Journal of ecology. 2014, Vol 102, Num 1, pp 186-193, issn 0022-0477, 8 p.Article

MULTIDIMENSIONAL FAST GAUSS TRANSFORMS BY CHEBYSHEV EXPANSIONSTAUSCH, Johannes; WECKIEWICZ, Alexander.SIAM journal on scientific computing (Print). 2010, Vol 31, Num 5, pp 3547-3565, issn 1064-8275, 19 p.Article

BREAKING THE CURSE OF DIMENSIONALITY, OR HOW TO USE SVD IN MANY DIMENSIONSOSELEDETS, I. V; TYRTYSHNIKOV, E. E.SIAM journal on scientific computing (Print). 2010, Vol 31, Num 5, pp 3744-3759, issn 1064-8275, 16 p.Article

Recent advances on the use of separated representationsGONZALEZ, David; AMMAR, Amine; CHINESTA, Francisco et al.International journal for numerical methods in engineering. 2010, Vol 81, Num 5, pp 637-659, issn 0029-5981, 23 p.Article

Brownian bridge and principal component analysis : towards removing the curse of dimensionalityXIAOQUN WANG; SLOAN, H.IMA journal of numerical analysis. 2007, Vol 27, Num 4, pp 631-654, issn 0272-4979, 24 p.Article

TaSe, a Taylor series-based fuzzy system model that combines interpretability and accuracyHERRERA, L. J; POMARES, H; ROJAS, I et al.Fuzzy sets and systems. 2005, Vol 153, Num 3, pp 403-427, issn 0165-0114, 25 p.Article

Midges as quantitative temperature indicator species: Lessons for palaeoecologyVELLE, G; BRODERSEN, K. P; BIRKS, H. J. B et al.The Holocene (Sevenoaks). 2010, Vol 20, Num 6, pp 989-1002, issn 0959-6836, 14 p.Article

Hubness-aware shared neighbor distances for high-dimensional k-nearest neighbor classificationTOMASEV, Nenad; MLADENIC, Dunja.Knowledge and information systems (Print). 2014, Vol 39, Num 1, pp 89-122, issn 0219-1377, 34 p.Article

A least-squares approximation of partial differential equations with high-dimensional random inputsDOOSTAN, Alireza; LACCARINO, Gianluca.Journal of computational physics (Print). 2009, Vol 228, Num 12, pp 4332-4345, issn 0021-9991, 14 p.Article

New instability results for high-dimensional nearest neighbor searchGIANNELLA, Chris.Information processing letters. 2009, Vol 109, Num 19, pp 1109-1113, issn 0020-0190, 5 p.Article

Statistical data processing in clinical proteomicsSMIT, Suzanne; HOEFSLOOT, Huub C. J; SMILDE, Age K et al.Journal of chromatography. B. 2008, Vol 866, Num 1-2, pp 77-88, issn 1570-0232, 12 p.Article

A Monte Carlo experiment to analyze the curse of dimensionality in estimating random coefficients models with a full variance-covariance matrixCHERCHI, Elisabetta; GUEVARA, Cristian Angelo.Transportation research. Part B : methodological. 2012, Vol 46, Num 2, pp 321-332, issn 0191-2615, 12 p.Article

Solving parametric complex fluids models in rheometric flowsAMMAR, A; NORMANDIN, M; CHINESTA, F et al.Journal of non-newtonian fluid mechanics. 2010, Vol 165, Num 23-24, pp 1588-1601, issn 0377-0257, 14 p.Article

A note on ball segment picking related to clusteringWICKER, Nicolas.Pattern recognition letters. 2011, Vol 32, Num 5, pp 651-655, issn 0167-8655, 5 p.Article

Suboptimal Solutions to Dynamic Optimization Problems via Approximations of the Policy FunctionsGNECCO, G; SANGUINETI, M.Journal of optimization theory and applications. 2010, Vol 146, Num 3, pp 764-794, issn 0022-3239, 31 p.Article

TT-cross approximation for multidimensional arraysOSELEDETS, Ivan; TYRTYSHNIKOV, Eugene.Linear algebra and its applications. 2010, Vol 432, Num 1, pp 70-88, issn 0024-3795, 19 p.Article

Approximation Schemes for Functional Optimization ProblemsGIULINI, S; SANGUINETI, M.Journal of optimization theory and applications. 2009, Vol 140, Num 1, pp 33-54, issn 0022-3239, 22 p.Article

An axiomatic approach to intrinsic dimension of a datasetPESTOV, Vladimir.Neural networks. 2008, Vol 21, Num 2-3, pp 204-213, issn 0893-6080, 10 p.Conference Paper

Workload minimization in re-entrant linesKOOLE, Ger; POT, Auke.European journal of operational research. 2006, Vol 174, Num 1, pp 216-233, issn 0377-2217, 18 p.Article

Feature subset selection in large dimensionality domainsGHEYAS, Iffat A; SMITH, Leslie S.Pattern recognition. 2010, Vol 43, Num 1, pp 5-13, issn 0031-3203, 9 p.Article

Some Uniform Limit Results in Additive Regression ModelDEBBARH, Mohammed.Communications in statistics. Theory and methods. 2008, Vol 37, Num 18-20, pp 3090-3114, issn 0361-0926, 25 p.Article

Second-order stagewise backpropagation for Hessian-matrix analyses and investigation of negative curvatureMIZUTANI, Eiji; DREYFUS, Stuart E.Neural networks. 2008, Vol 21, Num 2-3, pp 204-213, issn 0893-6080, 10 p.Conference Paper

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