余斌

余斌，男，博士，硕士生导师。主要从事聚类分析、智能决策、图神经网络的理论和应用研究。在序特征的聚类算法、多属性（群）决策方法、不确定图神经网络算法等方面有代表性意义的研究成果。以第一作者或通讯作者在IEEE Transactions on Fuzzy Systems, Information Sciences, Expert Systems with Applications, Applied Soft Computing, Knowledge-Based Systems等SCI期刊发表论文近三十篇。主持湖南省自然科学基金项目两项，参入国家自然科学基金项目三项。中国人工智能学会粒计算与知识发现专委会委员、中国自动化学会粒计算与多尺度分析专委会委员、中国人工智能学会人工智能基础专委会委员。
联系方式：yu7bin@hotmail.com
研究方向：机器学习、人工智能 (聚类分析、智能决策、图神经网络的理论和应用研究)
招生要求：欢迎计算机科学与技术、人工智能、电子信息、数学等专业同学报考。课题组计算资源充足，师生关系融洽，学术氛围浓厚，学生就业前景好。欢迎研究生新同学(特别是有读博深造意愿的研究生新同学)加盟课题组！
代表性论文：(第一作者或通讯作者)
2023年
(1)A novel variable precision rough set attribute reduction algorithm based on local attribute significance, International Journal of Approximate Reasoning (JCR 2区)
(2)K-DGHC: A hierarchical clustering method based on K-dominance granularity, Information Sciences (JCR 1区, Top期刊)
(3)PN-GCN: Positive-negative graph convolution neural network in information system to classification, Information Sciences (JCR 1区, Top期刊)
(4) A novel approach to multi-attribute predictive analysis based on rough fuzzy sets, Applied Intelligence (JCR 2区)
(5) Interpretable multi-attribute predictive analysis model based on rough fuzzy sets and logistic regression, IEEE Transactions on Fuzzy Systems (JCR 1区, Top期刊)
2022年
(1) A Novel Dominance-Based Rough Set Model with Advantage (Disadvantage) Neighborhoods and Its Applications to Assess Sales Group, International Journal of Fuzzy Systems  (JCR 2区)
(2) Multi-attribute predictive analysis based on attribute-oriented fuzzy rough sets in fuzzy information systems, Information Sciences (JCR 1区, Top期刊)
(3) Group decision-making method with directed graph under linguistic environment, International Journal of Machine Learning and Cybernetics  (JCR 2区)
(4) A graph convolutional network based on object relationship method under linguistic environment applied to film evaluation, Information Sciences (JCR 1区, Top期刊)
(5) A novel multi-attribute decision-making method based on neighborhood approximations and its application, Expert Systems with Applications (JCR 1区, Top期刊)
(6) Advantage matrix: two novel multi-attribute decision-making methods and their applications, Artificial Intelligence Review  (JCR 1区)
(7) Local Feature Selection for Large-scale Data Sets Limited Labels, IEEE Transactions on Knowledge and Data Engineering (JCR 1区, Top期刊)