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Ting-Jui Chang , Shahin Shahrampour : RFN: A Random-Feature Based Newton Method for Empirical Risk Minimization in Reproducing Kernel Hilbert Spaces. IEEE Trans. Signal Process. 70 : 5308-5319 (2022 )export record
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journals/wpc/AdhikaryBKD22 share record
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Kaushik Adhikary , Shashi Bhushan , Sunil Kumar , Kamlesh Dutta : Evaluating the Performance of Various SVM Kernel Functions Based on Basic Features Extracted from KDDCUP'99 Dataset by Random Forest Method for Detecting DDoS Attacks. Wirel. Pers. Commun. 123 (4 ) : 3127-3145 (2022 )share record
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Xueli An , Jinjie Zhang , Luoping Pan , Zhifeng Tan , Pingping Li : A method for structural damage identification based on adaptive local iterative filtering and kernel density estimation. ACAI 2022 : 90:1-90:7 share record
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Peijie Feng , Ziyu Zhang : The Pruning Method of the CNN Based on the Comprehensive Assessment of the Convolutional Kernel. CAIBDA 2022 : 1-8 share record
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Situ Yuan , Yifan Wu , Yuping Jiang , Zhonghao Pan , Xifan Yi : A kernel-based incomplete data ensemble classification method. ICCSIE 2022 : 982-984 share record
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Sattar Vakili , Jonathan Scarlett , Da-Shan Shiu , Alberto Bernacchia : Improved Convergence Rates for Sparse Approximation Methods in Kernel-Based Learning. ICML 2022 : 21960-21983 share record
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Tomasz Galkowski , Adam Krzyzak : Fast Estimation of Multidimensional Regression Functions by the Parzen Kernel-Based Method. ICONIP (4) 2022 : 251-262 share record
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Do Van Thanh , Minh Hai Nguyen : The Performance of a Kernel-Based Variable Dimension Reduction Method. ICTCC 2022 : 43-60 share record
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Rafal Grycuk , Tomasz Galkowski , Rafal Scherer , Leszek Rutkowski : A Novel Method for Solar Image Retrieval Based on the Parzen Kernel Estimate of the Function Derivative and Convolutional Autoencoder. IJCNN 2022 : 1-7 share record
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Pingping Zhu , José C. Príncipe : Kernel Nonlinear Dynamic System Identification Based on Expectation-Maximization Method. IJCNN 2022 : 1-10 share record
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Iurii S. Nagornov : Overfitting Problem in the Approximate Bayesian Computation Method Based on Maxima Weighted Isolation Kernel. JSAI-isAI Workshops 2022 : 267-282 share record
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Changzheng Chen , Changchun Pan , Guohuan Wang , Kaiyu Zhuang : An Intelligent Fault Detection Method for Raw Material Grinding of Vertical Cement Mills Using Wavelet Kernel Based Light-weighted Neural Networks. RICAI 2022 : 1232-1240 export record
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journals/corr/abs-2202-04005 share record
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Sattar Vakili , Jonathan Scarlett , Da-Shan Shiu , Alberto Bernacchia : Improved Convergence Rates for Sparse Approximation Methods in Kernel-Based Learning. CoRR abs/2202.04005 (2022 )export record
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journals/corr/abs-2202-04894 share record
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Igor Chollet , Xavier Claeys , Pierre Fortin , Laura Grigori : A Directional Equispaced interpolation-based Fast Multipole Method for oscillatory kernels. CoRR abs/2202.04894 (2022 )export record
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journals/corr/abs-2203-05031 share record
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Zezhong Zhang , Richard Archibald , Feng Bao : A PDE-based Adaptive Kernel Method for Solving Optimal Filtering Problems. CoRR abs/2203.05031 (2022 )export record
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journals/corr/abs-2203-14091 share record
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Roberto Cavoretto : Adaptive LOOCV-based kernel methods for solving time-dependent BVPs. CoRR abs/2203.14091 (2022 )export record
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journals/corr/abs-2204-03724 share record
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Pai Chet Ng , Petros Spachos , James She , Konstantinos N. Plataniotis : A Kernel Method to Nonlinear Location Estimation with RSS-based Fingerprint. CoRR abs/2204.03724 (2022 )export record
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journals/corr/abs-2204-04090 share record
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Yu-Rong Zhang , Sheng Yen Chou , Shan-Hung Wu : Generative Adversarial Method Based on Neural Tangent Kernels. CoRR abs/2204.04090 (2022 )export record
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journals/corr/abs-2205-02398 share record
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Zhengjie Sun , Leevan Ling : A kernel-based meshless conservative Galerkin method for solving Hamiltonian wave equations. CoRR abs/2205.02398 (2022 )2021 share record
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Jifang Li , Chen Hai , Zhen Feng , Genxu Li : A Transformer Fault Diagnosis Method Based on Parameters Optimization of Hybrid Kernel Extreme Learning Machine. IEEE Access 9 : 126891-126902 (2021 )export record
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journals/access/SoomroMMSC21 share record
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Shafiullah Soomro , Asad Munir , Asif Aziz Memon , Toufique Ahmed Soomro , Kwang Nam Choi : An Active Contour Method Based on Regularized Kernel Fuzzy C-Means Clustering. IEEE Access 9 : 147016-147028 (2021 )share record
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Fazhan Geng , X. Y. Wu : Reproducing kernel function-based Filon and Levin methods for solving highly oscillatory integral. Appl. Math. Comput. 397 : 125980 (2021 )share record
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Wenlin Qiu , Da Xu , Jing Guo : Numerical solution of the fourth-order partial integro-differential equation with multi-term kernels by the Sinc-collocation method based on the double exponential transformation. Appl. Math. Comput. 392 : 125693 (2021 )share record
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Chaofan Hu , Shuilong He , Yanxue Wang : A classification method to detect faults in a rotating machinery based on kernelled support tensor machine and multilinear principal component analysis. Appl. Intell. 51 (4 ) : 2609-2621 (2021 )share record
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Lixia Sun , Jing Niu , Jinjiao Hou : A high order convergence collocation method based on the reproducing kernel for general interface problems. Appl. Math. Lett. 112 : 106718 (2021 )export record
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journals/automatica/LiberaCP21 share record
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Alberto Dalla Libera , Ruggero Carli , Gianluigi Pillonetto : Kernel-based methods for Volterra series identification. Autom. 129 : 109686 (2021 )export record
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journals/automatica/RamaswamyBH21 share record
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Karthik Raghavan Ramaswamy , Giulio Bottegal , Paul M. J. Van den Hof : Learning linear modules in a dynamic network using regularized kernel-based methods. Autom. 129 : 109591 (2021 )export record
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journals/cacie/SarmadiY21 share record
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Hassan Sarmadi , Ka-Veng Yuen : Early damage detection by an innovative unsupervised learning method based on kernel null space and peak-over-threshold. Comput. Aided Civ. Infrastructure Eng. 36 (9 ) : 1150-1167 (2021 )share record
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Ling Wang , Hongqiao Wang , Guangyuan Fu : Multi-Nyström Method Based on Multiple Kernel Learning for Large Scale Imbalanced Classification. Comput. Intell. Neurosci. 2021 : 9911871:1-9911871:11 (2021 )export record
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journals/cma/SeyednazariTM21 share record
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Salar Seyednazari , Mehdi Tatari , Davoud Mirzaei : Error and stability estimates of a least-squares variational kernel-based method for second order elliptic PDEs. Comput. Math. Appl. 103 : 1-11 (2021 )