2 papers
cs.LG2024
Data organization limits the predictability of binary classification
Fei Jing, Zi-Ke Zhang, Yi-Cheng Zhang +1
The structure of data organization is widely recognized as having a substantial influence on the efficacy of machine learning algorithms, particularly in binary classification task…
cs.SI2024
A Fast Maximum Clique Algorithm Based on Network Decomposition for Large Sparse Networks
Tianlong Fan, Wenjun Jiang, Yi-Cheng Zhang +1
Finding maximum cliques in large networks is a challenging combinatorial problem with many real-world applications. We present a fast algorithm to achieve the exact solution for th…