3 papers
cs.CV2025
Local Clustering for Lung Cancer Image Classification via Sparse Solution Technique
Jackson Hamel, Ming-Jun Lai, Zhaiming Shen +1
In this work, we propose to use a local clustering approach based on the sparse solution technique to study the medical image, especially the lung cancer image classification task.…
math.NA2025
The Optimal Linear B-splines Approximation via Kolmogorov Superposition Theorem and its Application
Ming-Jun Lai, Zhaiming Shen
We propose a new approach for approximating functions in via Kolmogorov superposition theorem (KST) based on the linear spline interpolation of the outer function in t…
math.NA2024
Maximal Volume Matrix Cross Approximation for Image Compression and Least Squares Solution
Kenneth Allen, Ming-Jun Lai, Zhaiming Shen
We study the classic matrix cross approximation based on the maximal volume submatrices. Our main results consist of an improvement of the classic estimate for matrix cross approxi…