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The Annals of Statistics, ISSN 0090-5364, 10/2010, Volume 38, Issue 5, pp. 2916 - 2957
Journal Article
Computer Physics Communications, ISSN 0010-4655, 05/2016, Volume 202, pp. 12 - 22
Matrix multiplication is a fundamental linear algebra routine ubiquitous in all areas of science and engineering. Highly optimised BLAS libraries (cuBLAS and... 
CUDA | Code generation | GiMMiK | Matrix Multiplication | CuBLAS | GPU | GEMM | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | PHYSICS, MATHEMATICAL | Fluid dynamics | Usage | Algebra | Kernels | Multiplication | Computational fluid dynamics | Computer simulation | Titanium | Blocking | Floating point arithmetic | Cylinders
Journal Article
Journal Article
Journal of Computational Physics, ISSN 0021-9991, 07/2019, Volume 389, pp. 22 - 47
Learning can be seen as approximating an unknown function by interpolating the training data. Although Kriging offers a solution to this problem, it requires... 
Deep learning | Reproducing Kernel Hilbert space | Learning Kernels | Support vector machine | Data driven dynamical system | Kriging | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | PHYSICS, MATHEMATICAL | Kernels | Learning | Training | Interpolation | Data points | Green's functions | Deformation | Approximation | Artificial neural networks | Flow mapping
Journal Article
IEEE Transactions on Neural Networks and Learning Systems, ISSN 2162-237X, 10/2016, Volume 27, Issue 10, pp. 2108 - 2119
Journal Article
by Yuan, CF and Wu, BX and Li, X and Hu, WM and Maybank, S and Wang, FS
INTERNATIONAL JOURNAL OF COMPUTER VISION, ISSN 0920-5691, 06/2016, Volume 118, Issue 2, pp. 151 - 171
The performance of action recognition in video sequences depends significantly on the representation of actions and the similarity measurement between the... 
Action recognition | 3D R transform | Hypergraph | 2-DIMENSIONAL PCA | FACE REPRESENTATION | PATTERNS | Context-aware kernel | Spatio-temporal interest points | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | Kernels | Algorithms | Similarity | Transforms | Feature extraction | Mathematical models | Representations | Three dimensional
Journal Article
Journal Article
SIAM Journal on Scientific Computing, ISSN 1064-8275, 2018, Volume 40, Issue 5, pp. B1419 - B1443
Journal Article
Medical Physics, ISSN 0094-2405, 06/2015, Volume 42, Issue 6Part14, pp. 3367 - 3367
Purpose: the objective of this study was to assess utilizing water dose point kernel (DPK)instead of tissue dose point kernels in convolution algorithms.to the... 
Heart | Monte Carlo methods | Kidneys | Lungs | Liver | Dosimetry | Tissues | LUTETIUM 177 | PATIENTS | MAMMARY GLANDS | MONTE CARLO METHOD | LUNGS | POINT KERNELS | ANIMAL TISSUES | INTESTINES | ALGORITHMS | 60 APPLIED LIFE SCIENCES | NUCLEAR MEDICINE | YTTRIUM 90 | ABSORBED RADIATION DOSES | COMPUTERIZED SIMULATION | SKELETON | HEART | KIDNEYS | SPLEEN | LIVER | PHOSPHORUS 32 | DOSIMETRY
Journal Article
IEICE Transactions on Information and Systems, ISSN 0916-8532, 2017, Volume E100.D, Issue 8, pp. 1844 - 1851
With the huge influx of various data nowadays, extracting knowledge from them has become an interesting but tedious task among data scientists, particularly... 
data fusion | Kullback-Leibler divergence | kernel matrix completion | EM algorithm | support vector machine (SVM) | Support vector machine (SVM) | Data fusion | Kernel matrix completion | COMPUTER SCIENCE, SOFTWARE ENGINEERING | EM | COMPUTER SCIENCE, INFORMATION SYSTEMS | Data points | Algorithms | Multisensor fusion | Data integration | Data sets
Journal Article
Applied Mathematics and Computation, ISSN 0096-3003, 12/2018, Volume 339, pp. 132 - 143
The Swift–Hohenberg equation is a nonlinear partial differential equation of fourth order that models the formation and evolution of patterns in a wide range... 
Reproducing kernel method | Boundary value problem | Swift–Hohenberg equation | Convergence analysis | SPACE | PATTERN-FORMATION | MATHEMATICS, APPLIED | PROPAGATING FRONTS | BOUNDARY-VALUE-PROBLEMS | Swift-Hohenberg equation | DIFFERENTIAL-EQUATIONS | SYSTEMS | POINT | Methods | Differential equations
Journal Article