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Robust dimensionality reduction and damage detection approaches in structural health monitoring.
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- Structural Health Monitoring, 2014, v. 13, n. 4, p. 406, doi. 10.1177/1475921714532989
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EDITOR'S INTRODUCTION.
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- International Journal of Information Technology & Decision Making, 2013, v. 12, n. 2, p. 175, doi. 10.1142/S0219622013010037
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PRIVACY-PRESERVING RANDOM PROJECTION-BASED RECOMMENDATIONS BASED ON DISTRIBUTED DATA.
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- International Journal of Information Technology & Decision Making, 2013, v. 12, n. 2, p. 201, doi. 10.1142/S0219622013500090
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- Article
Computing the diffusion state distance on graphs via algebraic multigrid and random projections.
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- Numerical Linear Algebra with Applications, 2018, v. 25, n. 3, p. 1, doi. 10.1002/nla.2156
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- Article
Exploring basal sliding with a fluidity‐based, ice‐sheet model using FOSLS.
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- Numerical Linear Algebra with Applications, 2018, v. 25, n. 3, p. 1, doi. 10.1002/nla.2161
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- Article
Efficient sparse unmixing analysis for hyperspectral imagery based on random projection.
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- Neural Computing & Applications, 2013, v. 23, n. 7/8, p. 2281, doi. 10.1007/s00521-012-1179-8
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- Article
Motion Reliability Analysis of Rotation Joint in Umbrella Antenna.
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- International Journal of Performability Engineering, 2010, v. 6, n. 3, p. 233
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- Article
A New Exact Test for the Evaluation of Population Pharmacokinetic and/or Pharmacodynamic Models Using Random Projections.
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- Pharmaceutical Research, 2011, v. 28, n. 8, p. 1948, doi. 10.1007/s11095-011-0422-9
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Solution of a kinetic equation for diatomic gas with the use of differential scattering cross sections computed by the method of classical trajectories.
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- Computational Mathematics & Mathematical Physics, 2013, v. 53, n. 7, p. 1026, doi. 10.1134/S096554251307004X
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- Article
Expanding Window Compressed Sensing for Non-Uniform Compressible Signals.
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- Sensors (14248220), 2012, v. 12, n. 10, p. 13034, doi. 10.3390/s121013034
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Distributed Constrained Stochastic Subgradient Algorithms Based on Random Projection and Asynchronous Broadcast over Networks.
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- Mathematical Problems in Engineering, 2017, p. 1, doi. 10.1155/2017/1793291
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- Article
Growing neural gas with random projection method for high-dimensional data stream clustering.
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- Soft Computing - A Fusion of Foundations, Methodologies & Applications, 2020, v. 24, n. 13, p. 9789, doi. 10.1007/s00500-019-04492-4
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- Article
Efficient extreme learning machine via very sparse random projection.
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- Soft Computing - A Fusion of Foundations, Methodologies & Applications, 2018, v. 22, n. 11, p. 3563, doi. 10.1007/s00500-018-3128-7
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- Article
Finger vein secure biometric template generation based on deep learning.
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- Soft Computing - A Fusion of Foundations, Methodologies & Applications, 2018, v. 22, n. 7, p. 2257, doi. 10.1007/s00500-017-2487-9
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- Article
Random Projections for Linear Programming.
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- Mathematics of Operations Research, 2018, v. 43, n. 4, p. 1051, doi. 10.1287/moor.2017.0894
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- Article
The Complexity of Computing the Random Priority Allocation Matrix.
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- Mathematics of Operations Research, 2015, v. 40, n. 4, p. 1005, doi. 10.1287/moor.2014.0707
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- Article
A two-dimensional random projected minutiae vicinity decomposition-based cancellable fingerprint template.
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- Security & Communication Networks, 2014, v. 7, n. 11, p. 1691, doi. 10.1002/sec.865
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- Article
Fast Fusion Clustering via Double Random Projection.
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- Entropy, 2024, v. 26, n. 5, p. 376, doi. 10.3390/e26050376
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- Article
Small Stochastic Data Compactification Concept Justified in the Entropy Basis.
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- Entropy, 2023, v. 25, n. 12, p. 1567, doi. 10.3390/e25121567
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- Article
Robust Inference after Random Projections via Hellinger Distance for Location-Scale Family.
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- Entropy, 2019, v. 21, n. 4, p. 348, doi. 10.3390/e21040348
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- Article
Minimization of equilibrium problems, variational inequality problems and fixed point problems.
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- Journal of Global Optimization, 2010, v. 48, n. 4, p. 643, doi. 10.1007/s10898-009-9512-1
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Contextualization of topics: browsing through the universe of bibliographic information.
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- Scientometrics, 2017, v. 111, n. 2, p. 1119, doi. 10.1007/s11192-017-2303-4
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Random Projection and Recovery for High Dimensional Optimization with Arbitrary Outliers.
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- International Journal of Computational Geometry & Applications, 2022, v. 32, n. 3/4, p. 201, doi. 10.1142/S0218195922500078
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- Article
Some hypothesis tests based on random projection.
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- Computational Statistics, 2017, v. 32, n. 3, p. 1165, doi. 10.1007/s00180-017-0732-4
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- Article
Coding of Image Feature Descriptors for Distributed Rate-efficient Visual Correspondences.
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- International Journal of Computer Vision, 2011, v. 94, n. 3, p. 267, doi. 10.1007/s11263-011-0427-1
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Random indexing of multidimensional data.
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- Knowledge & Information Systems, 2017, v. 52, n. 1, p. 267, doi. 10.1007/s10115-016-1012-2
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- Article
Density-preserving projections for large-scale local anomaly detection.
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- Knowledge & Information Systems, 2012, v. 32, n. 1, p. 25, doi. 10.1007/s10115-011-0430-4
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- Article
Random-projection ensemble classification.
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- Journal of the Royal Statistical Society: Series B (Statistical Methodology), 2017, v. 79, n. 4, p. 959, doi. 10.1111/rssb.12228
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- Article
EMPIRICAL ANALYSIS OF THE EFFECT OF DIMENSION REDUCTION AND WORD ORDER ON SEMANTIC VECTORS.
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- International Journal of Semantic Computing, 2012, v. 6, n. 3, p. 329, doi. 10.1142/S1793351X12500055
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- Article
Ensemble Classification through Random Projections for Single-Cell RNA-Seq Data.
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- Information (2078-2489), 2020, v. 11, n. 11, p. 502, doi. 10.3390/info11110502
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- Article
Random projections and goodness-of-fit tests in infinite-dimensional spaces.
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- Bulletin of the Brazilian Mathematical Society, 2006, v. 37, n. 4, p. 477, doi. 10.1007/s00574-006-0023-0
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On Eigenvalues of the Sum of Two Random Projections.
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- Journal of Statistical Physics, 2012, v. 149, n. 2, p. 246, doi. 10.1007/s10955-012-0592-9
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- Article
3D Face Matching Based on Depth-Level Curves.
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- International Review on Computers & Software, 2013, v. 8, n. 12, p. 2898
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- Article
A real-time monitoring method using random projection and k-nearest neighbor rule for batch process.
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- International Journal of Advanced Robotic Systems, 2017, v. 14, n. 6, p. 1, doi. 10.1177/1729881417739431
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- Article
Particle Swarm Optimization of Compression Measurement for Signal Detection.
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- Circuits, Systems & Signal Processing, 2012, v. 31, n. 3, p. 1109, doi. 10.1007/s00034-011-9371-0
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- Article
Optimized Measurement Matrix for Compressive Sensing.
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- Sampling Theory in Signal & Image Processing, 2013, v. 12, n. 1, p. 71, doi. 10.1007/bf03549562
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- Article
Complete flux scheme for parabolic singularly perturbed differential‐difference equations.
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- Numerical Methods for Partial Differential Equations, 2019, v. 35, n. 2, p. 790, doi. 10.1002/num.22325
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Modeling binary alloy solidification by a random projection method.
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- Numerical Methods for Partial Differential Equations, 2019, v. 35, n. 2, p. 733, doi. 10.1002/num.22322
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- Article
Discontinuous Galerkin method for solving the black‐oil problem in porous media.
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- Numerical Methods for Partial Differential Equations, 2019, v. 35, n. 2, p. 761, doi. 10.1002/num.22324
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- Article
Improved $${{\ell }^{1}}$$ -tracker using robust PCA and random projection.
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- Machine Vision & Applications, 2016, v. 27, n. 4, p. 577, doi. 10.1007/s00138-016-0750-1
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- Article
Multiscale deformable registration for dual-energy x-ray imaging.
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- Medical Physics, 2009, v. 36, n. 2, p. 351, doi. 10.1118/1.3036981
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- Article
Tensor Train Random Projection.
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- CMES-Computer Modeling in Engineering & Sciences, 2023, v. 134, n. 2, p. 1195, doi. 10.32604/cmes.2022.021636
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- Article
A New Look at the Structures of Old Sepsis Actors by Exploratory Data Analysis Tools.
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- Antibiotics (2079-6382), 2019, v. 8, n. 4, p. 225, doi. 10.3390/antibiotics8040225
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- Article
COSIMA data analysis using multivariate techniques.
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- Geoscientific Instrumentation, Methods & Data Systems Discussions (GID), 2014, v. 4, n. 1, p. 45, doi. 10.5194/gi-4-45-2015
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- Article
Local Random Sparse Coding for Human Action Recognition in Wireless Sensor Networks.
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- International Journal of Distributed Sensor Networks, 2015, v. 2015, p. 1, doi. 10.1155/2015/726369
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- Article
Performance Assessment for a Fleet of Machines Using a Combined Method of Ant-Based Clustering and CMAC.
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- Advances in Mechanical Engineering (Sage Publications Inc.), 2013, v. 5, p. 1, doi. 10.1155/2013/603071
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- Article
Fast Constrained Spectral Clustering and Cluster Ensemble with Random Projection.
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- Computational Intelligence & Neuroscience, 2017, p. 1, doi. 10.1155/2017/2658707
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- Article
Convergences of Regularized Algorithms and Stochastic Gradient Methods with Random Projections.
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- Journal of Machine Learning Research, 2020, v. 21, n. 1-25, p. 1
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- Article
Nonlinear Estimators and Tail Bounds for Dimension Reduction in l<sub>1</sub> Using Cauchy Random Projections.
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- Journal of Machine Learning Research, 2007, v. 8, n. 10, p. 2497
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- Article
A Relaxed Projection Method for Split Variational Inequalities.
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- Journal of Optimization Theory & Applications, 2015, v. 166, n. 1, p. 213, doi. 10.1007/s10957-014-0598-3
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- Article