基本情况:桑彬彬,籍贯:河北衡水,男,博士,讲师,所学专业:计算机科学与技术。
研究方向:数据挖掘与知识发现,智能信息处理,粗糙集与粒计算。
工作经历:2022年7月至今,新奥葡萄京 新奥葡萄京 教师
E-mail: cqsang@yeah.net
教育经历:
2011年09月—2015年06月 长江师范学院 本科
2015年09月—2018年06月 重庆理工大学 硕士
2018年09月—2022年06月 西南交通大学 博士
科研情况:
主持研究生创新基金项目2项,参与国家自然科学基金项目2项,先后以第一作者身份在IEEE Transactions on Fuzzy Systems,Information Sciences,Knowledge-Based System,International Journal of Approximate Reasoning,International Journal of Machine Learning and Cybernetics,Entropy,计算机科学,模糊系统与数学等信息科学领域的国内外重要期刊上发表10余篇论文,其中中科院一区SCI (Top)论文5篇,授权中国发明专利1项。
代表性论文:
[1] Binbin Sang, Hongmei Chen*, Lei Yang, Jihong Wan, Tianrui Li, Weihua Xu. Feature Selection Considering Multiple Correlations based on Soft Fuzzy Dominance Rough Sets for Monotonic Classification, IEEE Transactions on Fuzzy Systems. DOI: 10.1109/TFU ZZ.2022.3169625, 2022. (SCI, Top期刊, 中科院一区, IF: 12.029)
[2] Binbin Sang, Hongmei Chen*, Lei Yang, Tianrui Li, Weihua Xu. Incremental Feature Selection Using a Conditional Entropy Based on Fuzzy Dominance Neighborhood Rough Sets, IEEE Transactions on Fuzzy Systems. DOI:10.1109/TFUZZ.2021.3064686, 2021. (SCI, Top期刊, 中科院一区, IF: 12.029)
[3] Binbin Sang, Hongmei Chen*, Tianrui Li, Weihua Xu, Hong Yu. Incremental approaches for heterogeneous feature selection in dynamic ordered data, Information Sciences, 541: 475-501, 2020. (SCI, Top期刊, 中科院一区, IF: 6.795)
[4] Binbin Sang, Hongmei Chen*, Lei Yang, Dapeng Zhou, Tianrui Li, Weihua Xu. Incremental attribute reduction approaches for ordered data with time-evolving objects, Knowledge-Based Systems, 212: 106583, 2021. (SCI, Top期刊, 中科院一区, IF: 8.038)
[5] Binbin Sang, Hongmei Chen*, Lei Yang, Tianrui Li, Weihua Xu, Chuan Luo. Feature selection for dynamic interval-valued ordered data based on fuzzy dominance neighborhood rough set, Knowledge-Based Systems, 227: 107223, 2021. (SCI, Top期刊, 中科院一区, IF: 8.038)
[6] Binbin Sang, Lei Yang, Hongmei Chen*, Weihua Xu, Yanting Guo, Zhong Yuan. Generalized multi-granulation double-quantitative decision-theoretic rough set of multi-source information system, International Journal of Approximate Reasoning, 115: 157-179, 2019. (SCI, 中科院三区, IF: 3.816)
[7] Binbin Sang, Yangting Guo, Derong Shi, Weihua Xu*. Decision‑theoretic rough set model of multi‑source decision systems, International Journal of Machine Learning and Cybernetics, 9: 1941–1954, 2018. (SCI, 中科院三区, IF: 4.012)
[8] Binbin Sang, Binghan Long, Jinzhong Pang, Weihua Xu*, The Method of Data Analysis in Intuitionistic Fuzzy Generalized Consistent Decision Formal Context, Entropy, 21: 262, 2019. (SCI, 中科院三区, IF: 2.524)
[9] Binbin Sang, Xiaoyan Zhang*, Weihua Xu, Attribute Reduction of Relative Knowledge Granularity in Intuitionistic Fuzzy Ordered Decision Table, Filomat, 32: 1727-1736, 2018. (SCI, 中科院四区, JCR三区, IF: 0.844)
[11] Binbin Sang, Weihua Xu*, Rough Membership Measure in Intuitionistic Fuzzy Information System, 2017 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD), 1241-1246, 2017. (EI)
[12] 桑彬彬,杨留中,陈红梅*,王生武. 优势关系粗糙集增量属性约简算法, 计算机科学, 47:137-143, 2020. (中文核心,CCF-B, CSCD)
[13] 桑彬彬,徐伟华*. 直觉模糊序决策信息系统的分布约简, 模糊系统与数学, 31(2):165-170, 2017. (中文核心)