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个人信息Personal Information
副教授 硕士生导师
性别：男
毕业院校：山东大学
学历：博士研究生毕业
学位：工学博士学位
在职信息：在职
所在单位：机电与信息工程学院
入职时间：2016-12-30
办公地点：知行北楼406A
联系方式：yrt@sdu.edu.cn
电子邮箱：yrt@sdu.edu.cn
扫描关注
- [1] Runtao Yang , Yao Fu , Qian Zhang and Lina Zhang. GCNGAT: Drug–disease association prediction based on graph convolution neural network and graph attention network. Artificial Intelligence in Medicine, 150, 2024.
- [2] Runtao Yang , Jiaming Liu , Qian Zhang and Lina Zhang. Multi-view feature fusion and density-based minority over-sampling technique for amyloid protein prediction under imbalanced data. Applied Soft Computing, 150, 2023.
- [3] Lina Zhang , Runtao Yang , Defei Xia , Xiaorui Lin and Wanying Xiong. Prediction of Plant LncRNA-Protein Interactions Based on Feature Fusion and an Improved Residual Network. Expert Systems with Applications, 2023.
- [4] Zichun Zhou , Qingtao Qiu , Huiling Liu , Xuanchu Ge , Tengxiang Li , Ligang Xing , Runtao Yang and Yong Yin. Automatic Detection of Brain Metastases in T1-Weighted Construct-Enhanced MRI Using Deep Learning Model. Cancers, 15, 2023.
- [5] Yao Fu , Runtao Yang , Lina Zhang and Xu Fu. HGECDA: A Heterogeneous Graph Embedding Model for CircRNA-disease Association Prediction. IEEE Journal of Biomedical and Health Informatics, 2023.
- [6] Runtao Yang , Lina Zhang and Jiaming Liu. ECAmyloid: An amyloid predictor based on ensemble learning and comprehensive sequence-derived features. Computational Biology and Chemistry, 104, 2023.
- [7] Yao Fu , Runtao Yang and Lina Zhang. Association prediction of CircRNAs and diseases using multi-homogeneous graphs and variational graph auto-encoder. Computers in Biology and Medicine, 151, 2022.
- [8] Shixian Wang , Lina Zhang and Runtao Yang. A Novel Capsule Network with Attention Routing to Identify Prokaryote Phosphorylation Sites. Biomolecules, 12, 2022.
- [9] Runtao Yang , Chengjin Zhang , Rui Gao and Lina Zhang. An Ensemble Method with Hybrid Features to Identify Extracellular Matrix Proteins. PLOS ONE, 10, 2015.
- [10] Runtao Yang , Chengjin Zhang , Rui Gao and Lina Zhang. An Effective Antifreeze Protein Predictor with Ensemble Classifiers and Comprehensive Sequence Descriptors. INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 16, 2015.
- [11] Runtao Yang , Chengjin Zhang , Rui Gao and Lina Zhang. A Novel Feature Extraction Method with Feature Selection to Identify Golgi-Resident Protein Types from Imbalanced Data. INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 17, 2016.
- [12] Runtao Yang , Chengjin Zhang , Lina Zhang and Rui Gao. A Two-Step Feature Selection Method to Predict Cancerlectins by Multiview Features and Synthetic Minority Oversampling Technique. BIOMED RESEARCH INTERNATIONAL, 2018, 2018.
- [13] Lina Zhang , Runtao Yang and Chengjin Zhang. Using a Classifier Fusion Strategy to Identify Anti-angiogenic Peptides. SCIENTIFIC REPORTS, 8, 2018.
- [14] Feng Wu , Runtao Yang , Chengjin Zhang and Lina Zhang. A deep learning framework combined with word embedding to identify DNA replication origins. SCIENTIFIC REPORTS, 11, 2021.
- [15] Runtao Yang , Feng Wu , Chengjin Zhang and Lina Zhang. iEnhancer-GAN: A Deep Learning Framework in Combination with Word Embedding and Sequence Generative Adversarial Net to Identify Enhancers and Their Strength. International Journal of Molecular Sciences, 22, 2021.
- [16] Runtao Yang , Chengjin Zhang and Rui Gao. A New Algebraic Approach to Finding all Simple Paths and Cycles in Undirected Graphs. IEEE INTERNATIONAL CONFERENCE ON INFORMATION AND AUTOMATION,
- [17] Runtao Yang , Chengjin Zhang , Rui Gao and Lina Zhang. A Machine Learning Approach to Identify DNA Replication Proteins from Sequence-Derived Features. IEEE 28TH CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING,
- [18] Runtao Yang , Chengjin Zhang and Rui Gao. A New Bionic Method Inspired by DNA Computation to Solve the Hamiltonian Path Problem. IEEE INTERNATIONAL CONFERENCE ON INFORMATION AND AUTOMATION,
- [19] Runtao Yang , Chengjin Zhang and Lina Zhang. PSSM-PROREP: A Flexible Web Server for Generating Various Position Specific Score Matrix-derived Protein Representations. IEEE International Conference on Information and Automation,
- [20] Jingui Chen , Runtao Yang , Chengjin Zhang and Lina Zhang. DeepGly: A Deep Learning Framework With Recurrent and Convolutional Neural Networks to Identify Protein Glycation Sites From Imbalanced Data. IEEE ACCESS, 7, 142368-142378, 2019.