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Scientific Research
Li Hong
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Associate professor graduate teacher
Scientific Research
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Paper Publications
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A bilevel learning model and algorithm for self-organizing feed-forward neural networks for pattern classification.IEEE Transactions on Neural Networks and Learning Systems.2021,32(11):4901-4915
Multiobjective bilevel programming model for multilayer perceptron neural networks.Information Sciences.2023,642:119031 1-21
A joint multiobjective optimization of feature selection and classifier design for high-dimensional data classification.Information Sciences.2023,626:457-473
Evolving feedforward artificial neural networks using a two-stage approach.Neurocomputing.2019,360:25-36
A cooperative genetic algorithm based on extreme learning machine for data classification.Soft Computing.2022,26:8585-8601
A hybrid framework based on deep learning for identifying ubiquitination sites in Arabidopsis thaliana using ensemble learning strategy.Analytical Biochemistry.2022,658:114935
Patents
分布式图像配准方法、系统、介质、计算机设备及终端
一种特征选择与分类器联合设计的多目标优化分类方法
一种数据分类方法、系统、设备及信息数据处理终端
用于模式识别与分类的双层学习模型、构建方法及应用
基于SMT大数据的锡膏检测阈值优化方法
一种认知OFDM的系统的子信道和功率分配方法
Published Books
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Research Projects
前馈神经网络的多目标极限学习机算法研究与应用, 陕西省自然科学基础研究计划项目, 在研
代理模型和统计技术驱动的高效混合进化算法研究, 在研
双层多目标优化问题的基于两种框架的多目标混合进化算法研究, 完成
非光滑双层规划的进化算法研究与应用, 完成
Research Team
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