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 Algorithm Support vector machine Machine learning Mathematical optimization Feature selection Nonparametric statistics Dimensionality reduction Time series Radial basis function network Particle swarm optimization Kernel method Genetic algorithm Graph theory Classical mechanics Artificial neural network Random forest Finite element method Topology Michael E. Mann Turkish copula Principal component analysis China Variance Time Multilayer perceptron Metaheuristic
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Publications tagged with this subject: 50

Note: Top 50 publications shown only. Open an item panel to view more info


1. Robust kernel-based multiclass support vector machines via second-order cone programming

2. Discrete representation strategies for foreign exchange prediction

3. Human action recognition with salient trajectories and multiple kernel learning

4. A comparative study of landslide susceptibility maps produced using support vector machine with different kernel functions and entropy data mining models in China

5. Automation of image categorization with most relevant negatives

6. Sparse kernel minimum squared error using Householder transformation and givens rotation

7. Relationship between pore-size distribution and flexibility of adsorbent materials: statistical mechanics and future material characterization techniques

8. Construction of environmental risk score beyond standard linear models using machine learning methods: application to metal mixtures, oxidative stress and cardiovascular disease in NHANES

9. Non-parametric Data Analysis of Low-latitude Auroras and Naked-eye Sunspots in the Medieval Epoch

10. Kernel averaged gradient descent subtractive clustering for exemplar selection

11. A weighted string kernel for protein fold recognition

12. On the impact of conditional expectation estimators in portfolio theory

13. Genomic prediction ability for yield-related traits in German winter barley elite material

14. Time series prediction using kernel adaptive filter with least mean absolute third loss function

15. Fuzzy clustering using multiple Gaussian kernels with optimized-parameters

16. On the comparison of different kernel functionals and neighborhood geometry for nonlocal means filtering

17. A New Car-Following Model Based on the Epsilon-Support Vector Regression Method using the Parameters Tuning and Data Scaling Techniques

18. Automated screening of congestive heart failure using variational mode decomposition and texture features extracted from ultrasound images

19. Estimating shear stress in a rectangular channel with rough boundaries using an optimized SVM method

20. Effective human action recognition by combining manifold regularization and pairwise constraints

21. Locally adaptive multiple kernel k-means algorithm based on shared nearest neighbors

22. Powered Gaussian kernel spectral clustering

23. EEG efficient classification of imagined right and left hand movement using RBF kernel SVM and the joint CWT_PCA

24. Trace anomaly for non-relativistic fermions

25. Automatic recognition system of welding seam type based on SVM method

26. Optimum Support Vector Regression for Discharge Coefficient of Modified Side Weirs Prediction

27. Decision Support System for Detection of Papilledema through Fundus Retinal Images

28. Generalization improvement for regularized least squares classification

29. Functional data clustering using K-means and random projection with applications to climatological data

30. Semi-supervised classification of multiple kernels embedding manifold information

31. Change detection methods based on low-rank sparse representation for multi-temporal remote sensing imagery

32. Comparing GIS-based support vector machine kernel functions for landslide susceptibility mapping

33. Learning dynamic dependency network structure with time lag

34. Localization of supersymmetric field theories on non-compact hyperbolic three-manifolds

35. Predicting prostate tumour location from multiparametric MRI using Gaussian kernel support vector machines: a preliminary study

36. Coarse-to-fine multiview 3d face reconstruction using multiple geometrical features

37. Bellman residuals minimization using online support vector machines

38. Reproducing Kernel Method for Singularly Perturbed One-Dimensional Initial-Boundary Value Problems with Exponential Initial Layers

39. Cross-subject mental workload classification using kernel spectral regression and transfer learning techniques

40. Predicting two-year survival versus non-survival after first myocardial infarction using machine learning and Swedish national register data

41. Failure strength prediction of aluminum spot-welded joints using kernel ridge regression

42. An Open Source Conveyor Belt Prototype for Image Analysis-Based Rice Yield Determination

43. A synthetic aperture radar sea surface distribution estimation by n-order Bézier curve and its application in ship detection

44. A Framework for Space-Efficient String Kernels

45. Cost-sensitive transfer kernel canonical correlation analysis for heterogeneous defect prediction

46. Local Weighted Matrix Factorization for Top-n Recommendation with Implicit Feedback

47. Large-scale kernel methods for independence testing

48. The effect of market power on risk-sharing

49. The problem of choosing the kernel for one-class support vector machines

50. Deep kernel learning in core vector machines


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