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南开大学人工智能学院,讲师。2007年南开大学信息技术科学学院控制理论与控制工程专业获得博士学位。2017年以前主要研究方向为优化方法与应用,多主体调度;之后研究方向转向优化调度、机器学习和医学大数据分析等。主持科研项目6项,发表SCI论文十余篇。
主持项目:
国家自然科学基金青年基金项目《基于拍卖机制的制造资源多主体调度方法研究》(No.61403213)
横向项目5项《基于智能系统集成平台的绿色建筑运行分析与评价》、《分布智力资源驱动的产品创新设计理论与方法研究》,《任务分配模型构建技术研究》以及飞行器路径规划等。
纵向项目:
国家自然科学基金委员会,面上项目,61973174,面向神经疾病的高通量异构组学数据集成分析的关键方法研究,2020/1-2024/12,63万,在研,参加
国家自然科学基金委员会,面上项目,71772095,考虑消费者行为的O2O服务企业决策优化与供应链协同研究,2018/1-2021/12,48万,在研,参加
国家自然科学基金委员会,青年基金项目,61403213,基于拍卖机制的制造资源多主体调度方法研究,2015/1-2017/12, 24万,已结题,主持
横向项目:
《基于智能系统集成平台的绿色建筑运行分析与评价》、《分布智力资源驱动的产品创新设计理论与方法研究》,《任务分配模型构建技术研究》以及飞行器路径规划等
[1] Zhang Han,Huo Xueting, Guo Xia, Su Xin, QuanXiongwen*, Jin Chen. Adisease-related gene mining method based on weakly supervised learning model.BMC Bioinformatics (2018 BIBM推荐, Madrid, Spain, 03-06 December2018, regular paper, CCF B 类会议), 2019, 20. SCI 二区,影响因子2.213
[2] Xia Guo,Xue Jiang, Jing Xu, Xiongwen Quan*,Min Wu, Han Zhang. Ensemble Consensus-Guided Unsupervised Feature Selection toIdentify Huntington’s Disease-Associated Genes. Genes, 2018, 9(7):1-11. SCI 三区
[3] Xue Jiang,Han Zhang, Feng Duan, Xiongwen Quan*.Identify Huntington's disease associated genes based on restricted Boltzmannmachine with RNA-seq data, BMC Bioinformatics, 2017, 18(1):447. SCI 二区,影响因子2.213
[4] Xue Jiang,Han Zhang, Xiongwen Quan*, ZhandongLiu, Yanbin Yin. Disease-related gene module detection based on a multi-labelpropagation clustering algorithm, PLOS ONE, 2017, 12(5):e0178006. SCI 三区
[5] Wei Li ,Yanbin Yin , Xiongwen Quan, Han Zhang*. GeneExpression Value Prediction Based on XGBoost Algorithm. Frontiers in Genetics,2019,DOI: 10.3389/fgene.2019.01077. SCI二区.
[6] Xin Su, Jing Xu, YanbinYin, Xiongwen Quan, Han Zhang*. AntimicrobialPeptide Identification Using Multi-scale Convolutional Network. BMCBioinformatics, 2019, 20(1): 730. SCI二区,影响因子2.213
[7] Wanwan Huang , Han Zhang*, Xiongwen Quan. A New Algorithm forMedical Image Fusion from CT and MR-T2 with Densely Connected U-Net, 已投稿
[8] Wanwan Huang , Han Zhang*, Xiongwen Quan. A Medical Image FusionMethod Guided by Multi-scale processing Framework, 已投稿
[9]Liang Yu, Yang Jinglong, Quan Xiongwen, Zhang Han. MetastaticBreast Cancer Recognition in Histopathology Images Using Convolutional NeuralNetwork with Attention Mechanism. 2019 Chinese Automation Congress, CAC2019, 2019, 2922-2926
[10] ShuoGao, Li Gao, Xiongwen Quan*, HanZhang, Hang Bai, Chuanze Kang. Automatic Arteriosclerotic Retinopathy GradingUsing Four-Channel with Image Merging. Computer Methods and Programs inBiomedicine, 已投稿
[11] Hang Bai, Li Gao, XiongwenQuan*, Han Zhang, Shuo Gao, Chuanze Kang, Jiaqiang Qi. Hierarchicalattention mechanism based CNN method for grading arteriosclerosis of fundusimages under small samples. Artificial Intelligence In Medicine, 已投稿
[12] Xue Jiang, Hang Zhang, Zhao Zhang, XiongwenQuan. Flexible Non-negative Matrix Factorization to Unravel Disease-relatedGenes, IEEE/ACM Transactions onComputational Biology andBioinformatics, doi:10.1109/TCBB.2018. 2823746. SCI 二区,影响因子2.428.
[13] Xue Jiang, Han Zhang*, Xiongwen Quan,Yanbin Yin. A Heterogeneous Networks Fusion
Algorithm Based on Local TopologicalInformation for Neurodegenerative Disease. Current
Bioinformatics, 2017, 12(5): 387-397. SCI 四区
[14] Xue Jiang, Han Zhang*, Xiongwen Quan,Meta-analysis for Feature Selection Based on Gene Co-expression Network, BioMed Research International, 2016. SCI三区
[15] WenyingYue, Peng Du, Xiongwen Quan*, Ying Chen. A new strategy based onapproximate dynamic programming to maximize the net revenue of IaaS cloudproviders with limited resources. Future Generation Computer Systems, 2019,101: 1168-1186. 计算机类SCI 一区
[16] Wei Li, Qingqing Zhao, Han Zhang*, Xiongwen Quan, Jing Xu, Yanbin Yin. BayesianMulti-scale Convolutional Neural Network for Motif Occupancy Identification, 2020BIBM(CCF B类会议)
[17] Zhuangwei Shi1, Han Zhang*, Chen Jin, XiongwenQuan, Yanbin Yin. VGAELDA: a representation learning model based on variationalinference and graph autoencoder for predicting lncRNA-disease associations,BMC Bioinformatics, 已录用
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