集成半监督细菌启发式特征选择的客户智能分类模型和方法研究

71901152
2019
G0112.信息系统与管理
王红
青年科学基金项目
副教授
深圳大学
18万元
半监督学习;客户分类;数据挖掘;群体智能;特征选择
2020-01-01到2022-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 An Empirical Study of Social E-commerce Platform on Users' Intention: Take WeChat E-commerce Group as an Example 会议论文 Hong Wang;Yixin Wang;Ting Guo;Yibin Wang;Yikun Ou
2 ICSI'2022
 Best Special Session Paper Award
 奖励 Hong Wang;Yixin Wang;Mengjie Wan;Sili Wen;Shan Wei
3 数据科学导论 专著 牛奔;耿爽;王红
4 Bacterial Foraging Optimization with Leader Selection Strategy for Bi-objective Optimization 会议论文 Hong Wang;Yixin Wang;Yikun Ou;Ben Niu
5 An Adapting Chemotaxis Bacterial Foraging Optimization Algorithm for Feature Selection in Classification 会议论文 Hong Wang;Yikun Ou
6 Multicriteria recommendation based on bacterial foraging optimization 期刊论文 Shuang Geng;Xiaofu He;Yixin Wang;Hong Wang;Ben Niu;Kris M. Law
7 腾讯“锐意挑战创新团队”奖 奖励 王红
8 第十六届“挑战杯”广东大学生课外学术科技作品竞赛一等奖 奖励 王红
9 第五届智能制造系统工程学术会议优秀论文奖三等奖 奖励 王红;王亿鑫;文思莉;李鑫宇
10 A Multi-objective Structure Variant Bacterial Heuristic Feature Selection Method in High-dimensional Data Classification 会议论文 Hong Wang;Yikun Ou;Yixin Wang
11 An Effective Bacterial Foraging Optimization Based on Conjugation and Novel Step-Size Strategies, In: Sun X., Wang J., Bertino E. (eds) Artificial Intelligence and Security 会议论文 Ming Chen;Yikun Ou;Xiaojun Qiu;Hong Wang
12 新型菌群特征选择算法的理论与实践 专著 牛奔;王红;耿爽
13 Feature Selection for Image Classification Based on Bacterial Colony Optimization 会议论文 Hong Wang;Zhuo Zhou;Yixin Wang;Xiaohui Yan
14 Bacterial colony algorithm with adaptive attribute learning strategy for feature selection in classification of customers for personalized recommendation 期刊论文 Hong Wang;Ben Niu;Lijing Tan
15 An Improved Bacterial Foraging Optimization for Global Optimization 会议论文 Tongtong Xing;Mengjie Wan;Sili Wen;Li Chen;Hong Wang
16 Classification of Imbalanced Fetal Health Data by PSO Based Ensemble Recursive Feature Elimination ANN. 会议论文 Jun Gao;Canpeng Huang;Xijie Huang;Kaishan Huang;Hong Wang
17 第七届中国国际“互联网+”大学术创新创业大赛国际赛道铜奖 奖励 王红;牛奔;柴语鹃;王旸;黄凯珊
18 第六届中国国际“互联网+”大学术创新创业大赛国际赛道铜奖 奖励 王红;牛奔;耿爽;柴语鹃;黄凯珊;冯元粤;杨辰
19 Multi-objective Bacterial Colony Optimization Based on Multi-subsystem for Environmental Economic Dispatching 会议论文 Hong Wang;Yixin Wang;Mengjie Wan;Sili Wen;Shan Wei
20 Semisupervised Bacterial Heuristic Feature Selection Algorithm for High- Dimensional Classification with Missing Labels 期刊论文 Hong Wang;Yikun Ou;Tongtong Xing;Lijing Tan
21 General parameter control framework for evolutionary computation 期刊论文 Qianying Liu;Haiyun Qiu;Ben Niu;Hong Wang
22 An Improved Bacterial Foraging Optimization with Differential and Poisson Distribution Strategy and its Application to Nurse Scheduling Problem 会议论文 Jingzhou Jiang;Xiaojun Xiong;Yikun Ou;Hong Wang
23 第四届智能制造系统工程学术会议优秀论文奖一等奖 奖励 王红;陈义玲;谢嘉茜;陈惠琳;牛奔
24 Simplified bacterial foraging optimization with quorum sensing for global optimization 期刊论文 Niu Ben;Duan Qiqi;Wang Hong;Liu Jing
25 直播带货情境下主播语言内容特征对消费者购买意愿的影响研究 期刊论文 王 红;谢嘉茜;文思莉;陈惠琳
26 Copy and Paste: A Multi-Offspring Genetic Algorithm Crossover Operator for the Traveling Salesman Problem 会议论文 Chia E. Tungom;Ben Niu;Tongtong Xing;Ji Yuan;Hong Wang
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