Bing Xue

Variable-Length Particle Swarm Optimization for Feature Selection on High-Dimensional Classification

2018 · IEEE Transactions on Evolutionary Computation

With a global search mechanism, particle swarm optimization (PSO) has shown promise in feature selection (FS). However, most of the current PSO-based FS methods use a fix-length representation, which is inflexible and limits the performance …

Research on Electronic Forensics System of Digital Copier

2021

The leakage cases of digital photocopiers caused by improper use and supervision bring huge challenge to our country information security. In order to solve the technical problem in the process of copier data forensics, a …

Self-explaining Hierarchical Model for Intraoperative Time Series

2022 · arXiv (Cornell University)

Major postoperative complications are devastating to surgical patients. Some of these complications are potentially preventable via early predictions based on intraoperative data. However, intraoperative data comprise long and fine-grained multivariate time series, prohibiting the effective …

Artificial Intelligence in New Zealand: applications and innovation

2023 · Journal of the Royal Society of New Zealand

Artificial Intelligence in New Zealand: applications and innovationArtificial Intelligence (AI) is playing an increasingly significant role in various scientific research areas and real-world applications, ranging from AlphaGo design through medical imaging analysis, earthquake prediction to …

Designing New Data Augmentation Functions for Fish Spectral Data by Genetic Programming

2025 · Proceedings of the Genetic and Evolutionary Computation Conference Companion

Analyzing spectral data is an effective and efficient way to estimate the nutrition of food products. However, spectral data are usually high-dimensional and noisy, which makes spectral data analysis challenging. Data augmentation is an effective …