Search Results - "Xian, Zixiang"

An entropy-based group decision-making approach for software quality evaluation by Yue, Chuan, Huang, Rubing, Towey, Dave, Xian, Zixiang, Wu, Guohua

“…Software quality evaluation (SQE) is a multi-dimensional decision-making problem. The increasingly complex socioeconomic environment has made group decision…”
Get full text

TransformCode: A Contrastive Learning Framework for Code Embedding via Subtree Transformation by Xian, Zixiang, Huang, Rubing, Towey, Dave, Fang, Chunrong, Chen, Zhenyu

“…Artificial intelligence (AI) has revolutionized software engineering (SE) by enhancing software development efficiency. The advent of pre-trained models (PTMs)…”
Get full text

zsLLMCode: An Effective Approach for Functional Code Embedding via LLM with Zero-Shot Learning by Xian, Zixiang, Cui, Chenhui, Huang, Rubing, Fang, Chunrong, Chen, Zhenyu

“…Regarding software engineering (SE) tasks, Large language models (LLMs) have the capability of zero-shot learning, which does not require training or…”
Get full text

TransformCode: A Contrastive Learning Framework for Code Embedding via Subtree Transformation by Xian, Zixiang, Huang, Rubing, Towey, Dave, Fang, Chunrong, Chen, Zhenyu

“…Artificial intelligence (AI) has revolutionized software engineering (SE) by enhancing software development efficiency. The advent of pre-trained models (PTMs)…”
Get full text

Statistical Modeling Using Bounded Asymmetric Gaussian Mixtures: Application to Human Action and Gender Recognition by Xian, Zixiang, Azam, Muhammad, Bouguila, Nizar

“…To determine the structure of high dimensional data without knowing the number of clusters nor the importance of the involved features, we propose an…”
Get full text

Model Selection Criterion for Multivariate Bounded Asymmetric Gaussian Mixture Model by Xian, Zixiang, Azam, Muhammad, Amayri, Manar, Bouguila, Nizar

“…In this paper, model selection criterion for bounded support asymmetric Gaussian mixture model (BAGMM) using minimum message length (MML) is proposed. The…”
Get full text