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| 发布人：公共大数据国家重点实验室 发布时间：2023-03-31 浏览次数:1323 |
阮小利 校聘副教授硕士生导师 研究领域：生物医学大数据、多模态大数据融合分析 招生专业：电子信息、软件工程 招生方向：公共大数据融合与集成 通信地址：贵州省贵阳市贵州大学西校区崇厚楼 电子邮件：xlruan@gzu.edu.cn  科研项目[1]贵州省科技计划项目，多标记集成学习理论辅助下的蛋白质亚细胞定位预测机理研究（黔科合基础-ZK[2023]一般054），2023.01-2025.12。 [2]国家级创新平台后补助项目,省部共建公共大数据国家重点实验室创新能力建设，2022.01-2024.12。
发表论文[1] Shujie Ding, Xiaoli Ruan*, Jing Yang et.al. LSSMA: Lightweight Spectral-Spatial Neural Architecture with Multi-Attention Feature Extraction for Hyperspectral Image Classification[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.2024.17: 6394-6413.DOI: 10.1109/JSTARS.2024.3371536. (SCI, JCR: Q1) [2] Jing Xu, Xiaoli Ruan*, Jing Yang et.al. SME-MFP: A novel spatiotemporal neural network with multiangle initialization embedding toward multifunctional peptides prediction. Computational Biology and Chemistry[J], 2024,109. DOI: https://doi.org/10.1016/j.compbiolchem.2024.108033. [3] JingleXu，Xiaoli Ruan*. MP-MIENN: predicting multifunctional peptides by neural network with multiangle initialization embedding [C]. IEEE international Conference on computer and communications (ICCC 2023)，2023:1-8.(EI). [4] Xiaoli Ruan, Dongming Zhou. Prediction of apoptosis protein subcellular location based on position-specific scoring matrix and isometric mapping algorithm[J]. Medical & Biological Engineering & Computing.2019. DOI: 10.1007/s11517-019-02045-3. (SCI, JCR: Q2). [5] Xiaoli Ruan, Dongming Zhou. Predictions of Apoptosis Proteins by Integrating Different Features based on Improving Pseudo-Position Specific Scoring Matrix[J]. Biomed Research International,2020.DOI: https://doi.org/10.1155/2020/4071508. ( SCI，JCR: Q2). [6] Xiaoli Ruan，Shunfang Wang. Face recognition based on local and global feature fusion of multi-resolution [J]. COMPUTER ENGINEERING AND DESIGN,2018,39(9),2929-2933. [7] Xiaoli Ruan, Shunfang Wang.Face Recognition based on Weighted Multi-Resolution Kernel Entropy Component Analysis[C]. The 29th Chinese Control and Decision Conference (2017 CCDC)(EI). [8] Xiaoli Ruan, Shunfang Wang. Multi-structure Feature Fusion for Face Recognition Based on Multi-resolution Exaction[C]. The 2016 9th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI 2016)，2016:460-464.(EI). [9] Yanbu Guo，Dongming Zhou，Xiaoli Ruan. Variational gated autoencoder-based feature extraction model for inferring disease-miRNA associations based on multiview features, Neural Networks,2023, 165(2023):491-505. [10] Yanbu Guo , Dongming Zhou，Rencan Nie, Xiaoli Ruan, Yanyu Liu；Gated residual neural networks with self-normalization for translation initiation site recognition，Knowledge-Based Systems，237（2022）107783. [11] Guo, Yanbu; Zhou, Dongming; Li, Weihua; Cao, Ruan, Xiaoli; Identifying polyadenylation signals with biological embedding via self-attentive gated convolutional highway networks, Applied Soft Computing , 2021, 103(2021): 0-107133. [12] Yanbu Guo，Dongming Zhou，Rencan Nie, Xiaoli Ruan. DeepANF: A deep attentive neural framework with distributed representation for chromatin accessibility prediction. Neurocomputing，2020，379（2020）：305-318. [13] Xu Wang, Shunfang Wang, Haoyi Fu, Xiaoli Ruan. DeepFusion-RBP: Using Deep Learning to Fuse Multiple Features to Identify RNA-binding Protein Sequences. Current Bioinformatics, 2021, 16, 1089-1100. [14] Ruichao Hou, Dongming Zhou, Rencan Nie, Xiaoli Ruan. Brain CT and MRI medical image fusion using convolutional neural networks and a dual-channel spiking cortical model, Medical & Biological Engineering & Computing, 57, pages887–900(2019).
发明专利[1]阮小利，丁书杰等. 一种基于多尺度注意力的轻量级高光谱图像分类方法[P]. CN117218407A. [2]阮小利，徐婧等.基于深度时空神经网络的多功能治疗肽预测方法[P]. CN117316282A. [3]聂仁灿，阮小利，周冬明，贺康建，李华光. 基于改进PSSM进行特征提取与融合的蛋白质亚核定位方法[P]. 云南省：CN109448787A,2019-03-08. [4] 郭延哺，李昊，阮小利，周冬明. 一种疾病与长非编码核糖核酸的关联预测方法[P]. CN115424659A, 2022-12-02.
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