13 citations · 15 across the 3 of their papers we have counts for
3 papers
cs.LG2016★ 13 cited
Efficient Multiple Incremental Computation for Kernel Ridge Regression with Bayesian Uncertainty Modeling
Bo-Wei Chen, Nik Nailah Binti Abdullah, Sangoh Park
This study presents an efficient incremental/decremental approach for big streams based on Kernel Ridge Regression (KRR), a frequently used data analysis in cloud centers. To avoid…
cs.LG2016★ 1 cited
Recursion-Free Online Multiple Incremental/Decremental Analysis Based on Ridge Support Vector Learning
Bo-Wei Chen
This study presents a rapid multiple incremental and decremental mechanism based on Weight-Error Curves (WECs) for support-vector analysis. Recursion-free computation is proposed f…
cs.LG2016★ 1 cited
Privacy-Preserved Big Data Analysis Based on Asymmetric Imputation Kernels and Multiside Similarities
Bo-Wei Chen
This study presents an efficient approach for incomplete data classification, where the entries of samples are missing or masked due to privacy preservation. To deal with these inc…