2 papers
cs.DB2024
Convex-area-wise Linear Regression and Algorithms for Data Analysis
Bohan Lyu, Jianzhong Li
This paper introduces a new type of regression methodology named as Convex-Area-Wise Linear Regression(CALR), which separates given datasets by disjoint convex areas and fits diffe…
cs.LG2023
An Efficient Data Analysis Method for Big Data using Multiple-Model Linear Regression
Bohan Lyu, Jianzhong Li
This paper introduces a new data analysis method for big data using a newly defined regression model named multiple model linear regression(MMLR), which separates input datasets in…